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Sentence Starters for Essays

A sentence starter is simply a word or a phrase that will help you to get your sentence going when you feel stuck, and it can be helpful in many different situations. A good sentence starter can help you better transition from one paragraph to another or connect two ideas. If not started correctly, your sentence will likely sound choppy, and your reader might not be able to follow your thoughts.

Below, we will explain when sentence starters for essays are used and what types of them exist. We will then give you plenty of examples of sentence-starter words and phrases that you can use in your writing.

Note: To learn more about word choice in academic writing, you can read our guide: Words to Use in an Essay

Why you need good sentence starters

In academic writing, sentence starters are usually used to connect one idea to another. Sentence starters make your essay coherent as they are often used to transition from one paragraph to another. In other words, they glue your writing together so that it makes sense and is easy to read.

You can also use sentence starters inside paragraphs. This will help you to better transition from one idea to another. It can make your writing flow better and sound more unified if done correctly.

When sentence starters are used

You don’t have to use them in every sentence, but they can be helpful if you feel like your ideas are choppy or you want to connect two thoughts. If overused, sentence starters can make your writing sound repetitive and distracting to the reader.

Here’s a list of cases where you should consider using sentence starters:

  • To transition from one paragraph or section of your writing to another
  • To introduce a new idea at the start of your essay or paragraph
  • To start the final paragraph and conclude the entire essay
  • To emphasize something important
  • To create a hook and grab your reader’s attention
  • To clarify something or give brief background information

These are just some common situations for using sentence starters, and this list is not definitive. If you can’t decide whether or not to use a sentence starter, it’s usually best to err on the side of not using one. If your paragraph flows nicely, don’t overthink it and move on with your essay writing .

What are the different types of sentence starters?

Sentence starters vary based on what you want to achieve in the sentence you’re starting. Here are some of the most common purposes that define what sentence starter you need to apply, along with some examples.

Starters for hooks

If you want to grab your reader’s attention in the first paragraph and make them want to read your essay, you need to use introduction sentence starters that are attention-grabbing and interesting. Some common sentence starters for essay hooks are:

  • Did you know that… (for a fact)
  • When I was… (for an anecdote)
  • Just as… (for an analogy)
  • According to… (for a statistic)

Starters to start a thesis statement

The thesis statement is the main idea of your essay. It’s what you want to prove or argue in your essay. You will need to use sentence starters that introduce your essay topic in a clear and concise way. For example:

  • This essay will discuss…
  • The purpose of this essay is to…
  • In this essay, I will argue that…
  • In my opinion…
  • I think that…

Starters for topic sentences

A topic sentence is the first sentence at the beginning of each body paragraph that introduces the main idea of the paragraph. You will want to use body paragraph starters that state the main idea of the paragraph in a clear and concise way. Some specific examples:

  • One reason why…
  • The most important thing to remember is that…
  • Another important factor to consider is…
  • The first thing to note is that…
  • It’s important to remember that…
  • Besides the previous point,…

Starters for concluding

When you’re concluding your essay , you need to use conclusion sentence starters that emphasize the main points of your argument and leave your reader with a strong impression. Here are some examples:

  • In conclusion,…
  • To sum up,…
  • Overall,…
  • To conclude,…
  • Finally,…
  • In the final analysis,…

Starters for lists

If you’re listing ideas or items, you will want to use sentence starters that introduce each item clearly. Some common list starters are:

  • The first…
  • The second…
  • Thirdly,…
  • Next,…
  • Lastly,…

Starters for comparing and contrasting

If you’re writing an essay that compares and contrasts two or more things, you will need to use sentence starters that introduce each item you’re discussing and emphasize the similarities and/or differences. For example:

  • Similarly,…
  • However,…
  • In contrast to…
  • On the other hand,…
  • Compared to…
  • Despite the fact that…

Starters for elaborating

If you want to elaborate on an idea, you need to use sentence starters that introduce the detail you’re going to include and how it relates to the main idea. Some common starters for elaborating are:

  • For example,…
  • In other words,…
  • That is to say,…
  • To elaborate,…
  • Another way to put it would be…
  • To put it more simply,…

Starters for giving background information

If you want to give some brief background information in your essay, you need to use sentence starters that introduce the information and explain why it’s relevant. For example:

  • As previously mentioned,…
  • As everyone knows,…
  • In today’s society,…

Starters for giving an example

If you want to give an example in your essay, you need to use sentence starters that introduce the example and explain how it supports your argument. For example:

  • For instance,…
  • To illustrate,…
  • Thus,…
  • In this case,…

Starters for introducing a quotation

If you want to include a quotation in your essay, you need to use sentence starters that introduce the quotation and explain its relevance. Some examples:

  • As John Doe said,…
  • According to Jane Doe,…
  • As the old saying goes,…
  • In Jane Doe’s words,…
  • To put it another way,…

Starters for introducing evidence

If you want to include evidence in your essay, you need to use sentence starters that introduce the evidence and explain its relevance. For example:

  • The data shows that…
  • This proves that…
  • This suggests that…
  • The evidence indicates that…

Starters for bridging

If you want to create a bridge sentence between two paragraphs, you need to use sentence starters that introduce the second paragraph and explain how it relates to the first. For example:

  • This leads to the question,…
  • This raises the issue,…
  • Another important point to consider is…
  • This brings us to the question of…

Starters to show causation

If you want to show causation in your essay, you need to use sentence starters that introduce the cause and explain its relationship to the effect. For example:

  • Because of this,…
  • As a result,…
  • Consequently,…
  • Due to the fact that…
  • Therefore,…

Starters to emphasize a point

If you want to emphasize a point in your essay, you need to use sentence starters that draw attention to the point and make it clear why it’s important. Examples of sentence starters to add emphasis:

  • Importantly,…
  • Significantly,…

Starters to express doubt

If you want to express doubt about an idea in your essay, you need to use sentence starters that make it clear you’re not certain and explain why you have doubts. For example:

  • It’s possible that…
  • It’s uncertain whether…
  • Some people might argue that…
  • There is evidence to suggest that…
  • Although it is debatable,…
  • It might be the case that…

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Key takeaways

  • Sentence starters are especially important in academic writing because they can help you make complex arguments and express yourself clearly.
  • There are many different types of sentence starters, each with its own purpose.
  • You need to choose the right sentence starter for the specific task you’re writing about.
  • When in doubt, err on the side of caution and choose a simpler sentence starter.

Now that you know the different types of sentence starters and how to use them effectively, you’ll be able to write clear, concise, and well-organized essays.

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  • How to write an argumentative essay | Examples & tips

How to Write an Argumentative Essay | Examples & Tips

Published on July 24, 2020 by Jack Caulfield . Revised on July 23, 2023.

An argumentative essay expresses an extended argument for a particular thesis statement . The author takes a clearly defined stance on their subject and builds up an evidence-based case for it.

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Table of contents

When do you write an argumentative essay, approaches to argumentative essays, introducing your argument, the body: developing your argument, concluding your argument, other interesting articles, frequently asked questions about argumentative essays.

You might be assigned an argumentative essay as a writing exercise in high school or in a composition class. The prompt will often ask you to argue for one of two positions, and may include terms like “argue” or “argument.” It will frequently take the form of a question.

The prompt may also be more open-ended in terms of the possible arguments you could make.

Argumentative writing at college level

At university, the vast majority of essays or papers you write will involve some form of argumentation. For example, both rhetorical analysis and literary analysis essays involve making arguments about texts.

In this context, you won’t necessarily be told to write an argumentative essay—but making an evidence-based argument is an essential goal of most academic writing, and this should be your default approach unless you’re told otherwise.

Examples of argumentative essay prompts

At a university level, all the prompts below imply an argumentative essay as the appropriate response.

Your research should lead you to develop a specific position on the topic. The essay then argues for that position and aims to convince the reader by presenting your evidence, evaluation and analysis.

  • Don’t just list all the effects you can think of.
  • Do develop a focused argument about the overall effect and why it matters, backed up by evidence from sources.
  • Don’t just provide a selection of data on the measures’ effectiveness.
  • Do build up your own argument about which kinds of measures have been most or least effective, and why.
  • Don’t just analyze a random selection of doppelgänger characters.
  • Do form an argument about specific texts, comparing and contrasting how they express their thematic concerns through doppelgänger characters.

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An argumentative essay should be objective in its approach; your arguments should rely on logic and evidence, not on exaggeration or appeals to emotion.

There are many possible approaches to argumentative essays, but there are two common models that can help you start outlining your arguments: The Toulmin model and the Rogerian model.

Toulmin arguments

The Toulmin model consists of four steps, which may be repeated as many times as necessary for the argument:

  • Make a claim
  • Provide the grounds (evidence) for the claim
  • Explain the warrant (how the grounds support the claim)
  • Discuss possible rebuttals to the claim, identifying the limits of the argument and showing that you have considered alternative perspectives

The Toulmin model is a common approach in academic essays. You don’t have to use these specific terms (grounds, warrants, rebuttals), but establishing a clear connection between your claims and the evidence supporting them is crucial in an argumentative essay.

Say you’re making an argument about the effectiveness of workplace anti-discrimination measures. You might:

  • Claim that unconscious bias training does not have the desired results, and resources would be better spent on other approaches
  • Cite data to support your claim
  • Explain how the data indicates that the method is ineffective
  • Anticipate objections to your claim based on other data, indicating whether these objections are valid, and if not, why not.

Rogerian arguments

The Rogerian model also consists of four steps you might repeat throughout your essay:

  • Discuss what the opposing position gets right and why people might hold this position
  • Highlight the problems with this position
  • Present your own position , showing how it addresses these problems
  • Suggest a possible compromise —what elements of your position would proponents of the opposing position benefit from adopting?

This model builds up a clear picture of both sides of an argument and seeks a compromise. It is particularly useful when people tend to disagree strongly on the issue discussed, allowing you to approach opposing arguments in good faith.

Say you want to argue that the internet has had a positive impact on education. You might:

  • Acknowledge that students rely too much on websites like Wikipedia
  • Argue that teachers view Wikipedia as more unreliable than it really is
  • Suggest that Wikipedia’s system of citations can actually teach students about referencing
  • Suggest critical engagement with Wikipedia as a possible assignment for teachers who are skeptical of its usefulness.

You don’t necessarily have to pick one of these models—you may even use elements of both in different parts of your essay—but it’s worth considering them if you struggle to structure your arguments.

Regardless of which approach you take, your essay should always be structured using an introduction , a body , and a conclusion .

Like other academic essays, an argumentative essay begins with an introduction . The introduction serves to capture the reader’s interest, provide background information, present your thesis statement , and (in longer essays) to summarize the structure of the body.

Hover over different parts of the example below to see how a typical introduction works.

The spread of the internet has had a world-changing effect, not least on the world of education. The use of the internet in academic contexts is on the rise, and its role in learning is hotly debated. For many teachers who did not grow up with this technology, its effects seem alarming and potentially harmful. This concern, while understandable, is misguided. The negatives of internet use are outweighed by its critical benefits for students and educators—as a uniquely comprehensive and accessible information source; a means of exposure to and engagement with different perspectives; and a highly flexible learning environment.

The body of an argumentative essay is where you develop your arguments in detail. Here you’ll present evidence, analysis, and reasoning to convince the reader that your thesis statement is true.

In the standard five-paragraph format for short essays, the body takes up three of your five paragraphs. In longer essays, it will be more paragraphs, and might be divided into sections with headings.

Each paragraph covers its own topic, introduced with a topic sentence . Each of these topics must contribute to your overall argument; don’t include irrelevant information.

This example paragraph takes a Rogerian approach: It first acknowledges the merits of the opposing position and then highlights problems with that position.

Hover over different parts of the example to see how a body paragraph is constructed.

A common frustration for teachers is students’ use of Wikipedia as a source in their writing. Its prevalence among students is not exaggerated; a survey found that the vast majority of the students surveyed used Wikipedia (Head & Eisenberg, 2010). An article in The Guardian stresses a common objection to its use: “a reliance on Wikipedia can discourage students from engaging with genuine academic writing” (Coomer, 2013). Teachers are clearly not mistaken in viewing Wikipedia usage as ubiquitous among their students; but the claim that it discourages engagement with academic sources requires further investigation. This point is treated as self-evident by many teachers, but Wikipedia itself explicitly encourages students to look into other sources. Its articles often provide references to academic publications and include warning notes where citations are missing; the site’s own guidelines for research make clear that it should be used as a starting point, emphasizing that users should always “read the references and check whether they really do support what the article says” (“Wikipedia:Researching with Wikipedia,” 2020). Indeed, for many students, Wikipedia is their first encounter with the concepts of citation and referencing. The use of Wikipedia therefore has a positive side that merits deeper consideration than it often receives.

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An argumentative essay ends with a conclusion that summarizes and reflects on the arguments made in the body.

No new arguments or evidence appear here, but in longer essays you may discuss the strengths and weaknesses of your argument and suggest topics for future research. In all conclusions, you should stress the relevance and importance of your argument.

Hover over the following example to see the typical elements of a conclusion.

The internet has had a major positive impact on the world of education; occasional pitfalls aside, its value is evident in numerous applications. The future of teaching lies in the possibilities the internet opens up for communication, research, and interactivity. As the popularity of distance learning shows, students value the flexibility and accessibility offered by digital education, and educators should fully embrace these advantages. The internet’s dangers, real and imaginary, have been documented exhaustively by skeptics, but the internet is here to stay; it is time to focus seriously on its potential for good.

If you want to know more about AI tools , college essays , or fallacies make sure to check out some of our other articles with explanations and examples or go directly to our tools!

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An argumentative essay tends to be a longer essay involving independent research, and aims to make an original argument about a topic. Its thesis statement makes a contentious claim that must be supported in an objective, evidence-based way.

An expository essay also aims to be objective, but it doesn’t have to make an original argument. Rather, it aims to explain something (e.g., a process or idea) in a clear, concise way. Expository essays are often shorter assignments and rely less on research.

At college level, you must properly cite your sources in all essays , research papers , and other academic texts (except exams and in-class exercises).

Add a citation whenever you quote , paraphrase , or summarize information or ideas from a source. You should also give full source details in a bibliography or reference list at the end of your text.

The exact format of your citations depends on which citation style you are instructed to use. The most common styles are APA , MLA , and Chicago .

The majority of the essays written at university are some sort of argumentative essay . Unless otherwise specified, you can assume that the goal of any essay you’re asked to write is argumentative: To convince the reader of your position using evidence and reasoning.

In composition classes you might be given assignments that specifically test your ability to write an argumentative essay. Look out for prompts including instructions like “argue,” “assess,” or “discuss” to see if this is the goal.

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8 Effective Strategies to Write Argumentative Essays

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In a bustling university town, there lived a student named Alex. Popular for creativity and wit, one challenge seemed insurmountable for Alex– the dreaded argumentative essay!

One gloomy afternoon, as the rain tapped against the window pane, Alex sat at his cluttered desk, staring at a blank document on the computer screen. The assignment loomed large: a 350-600-word argumentative essay on a topic of their choice . With a sigh, he decided to seek help of mentor, Professor Mitchell, who was known for his passion for writing.

Entering Professor Mitchell’s office was like stepping into a treasure of knowledge. Bookshelves lined every wall, faint aroma of old manuscripts in the air and sticky notes over the wall. Alex took a deep breath and knocked on his door.

“Ah, Alex,” Professor Mitchell greeted with a warm smile. “What brings you here today?”

Alex confessed his struggles with the argumentative essay. After hearing his concerns, Professor Mitchell said, “Ah, the argumentative essay! Don’t worry, Let’s take a look at it together.” As he guided Alex to the corner shelf, Alex asked,

Table of Contents

“What is an Argumentative Essay?”

The professor replied, “An argumentative essay is a type of academic writing that presents a clear argument or a firm position on a contentious issue. Unlike other forms of essays, such as descriptive or narrative essays, these essays require you to take a stance, present evidence, and convince your audience of the validity of your viewpoint with supporting evidence. A well-crafted argumentative essay relies on concrete facts and supporting evidence rather than merely expressing the author’s personal opinions . Furthermore, these essays demand comprehensive research on the chosen topic and typically follows a structured format consisting of three primary sections: an introductory paragraph, three body paragraphs, and a concluding paragraph.”

He continued, “Argumentative essays are written in a wide range of subject areas, reflecting their applicability across disciplines. They are written in different subject areas like literature and philosophy, history, science and technology, political science, psychology, economics and so on.

Alex asked,

“When is an Argumentative Essay Written?”

The professor answered, “Argumentative essays are often assigned in academic settings, but they can also be written for various other purposes, such as editorials, opinion pieces, or blog posts. Some situations to write argumentative essays include:

1. Academic assignments

In school or college, teachers may assign argumentative essays as part of coursework. It help students to develop critical thinking and persuasive writing skills .

2. Debates and discussions

Argumentative essays can serve as the basis for debates or discussions in academic or competitive settings. Moreover, they provide a structured way to present and defend your viewpoint.

3. Opinion pieces

Newspapers, magazines, and online publications often feature opinion pieces that present an argument on a current issue or topic to influence public opinion.

4. Policy proposals

In government and policy-related fields, argumentative essays are used to propose and defend specific policy changes or solutions to societal problems.

5. Persuasive speeches

Before delivering a persuasive speech, it’s common to prepare an argumentative essay as a foundation for your presentation.

Regardless of the context, an argumentative essay should present a clear thesis statement , provide evidence and reasoning to support your position, address counterarguments, and conclude with a compelling summary of your main points. The goal is to persuade readers or listeners to accept your viewpoint or at least consider it seriously.”

Handing over a book, the professor continued, “Take a look on the elements or structure of an argumentative essay.”

Elements of an Argumentative Essay

An argumentative essay comprises five essential components:

Claim in argumentative writing is the central argument or viewpoint that the writer aims to establish and defend throughout the essay. A claim must assert your position on an issue and must be arguable. It can guide the entire argument.

2. Evidence

Evidence must consist of factual information, data, examples, or expert opinions that support the claim. Also, it lends credibility by strengthening the writer’s position.

3. Counterarguments

Presenting a counterclaim demonstrates fairness and awareness of alternative perspectives.

4. Rebuttal

After presenting the counterclaim, the writer refutes it by offering counterarguments or providing evidence that weakens the opposing viewpoint. It shows that the writer has considered multiple perspectives and is prepared to defend their position.

The format of an argumentative essay typically follows the structure to ensure clarity and effectiveness in presenting an argument.

How to Write An Argumentative Essay

Here’s a step-by-step guide on how to write an argumentative essay:

1. Introduction

  • Begin with a compelling sentence or question to grab the reader’s attention.
  • Provide context for the issue, including relevant facts, statistics, or historical background.
  • Provide a concise thesis statement to present your position on the topic.

2. Body Paragraphs (usually three or more)

  • Start each paragraph with a clear and focused topic sentence that relates to your thesis statement.
  • Furthermore, provide evidence and explain the facts, statistics, examples, expert opinions, and quotations from credible sources that supports your thesis.
  • Use transition sentences to smoothly move from one point to the next.

3. Counterargument and Rebuttal

  • Acknowledge opposing viewpoints or potential objections to your argument.
  • Also, address these counterarguments with evidence and explain why they do not weaken your position.

4. Conclusion

  • Restate your thesis statement and summarize the key points you’ve made in the body of the essay.
  • Leave the reader with a final thought, call to action, or broader implication related to the topic.

5. Citations and References

  • Properly cite all the sources you use in your essay using a consistent citation style.
  • Also, include a bibliography or works cited at the end of your essay.

6. Formatting and Style

  • Follow any specific formatting guidelines provided by your instructor or institution.
  • Use a professional and academic tone in your writing and edit your essay to avoid content, spelling and grammar mistakes .

Remember that the specific requirements for formatting an argumentative essay may vary depending on your instructor’s guidelines or the citation style you’re using (e.g., APA, MLA, Chicago). Always check the assignment instructions or style guide for any additional requirements or variations in formatting.

Did you understand what Prof. Mitchell explained Alex? Check it now!

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Prof. Mitchell continued, “An argumentative essay can adopt various approaches when dealing with opposing perspectives. It may offer a balanced presentation of both sides, providing equal weight to each, or it may advocate more strongly for one side while still acknowledging the existence of opposing views.” As Alex listened carefully to the Professor’s thoughts, his eyes fell on a page with examples of argumentative essay.

Example of an Argumentative Essay

Alex picked the book and read the example. It helped him to understand the concept. Furthermore, he could now connect better to the elements and steps of the essay which Prof. Mitchell had mentioned earlier. Aren’t you keen to know how an argumentative essay should be like? Here is an example of a well-crafted argumentative essay , which was read by Alex. After Alex finished reading the example, the professor turned the page and continued, “Check this page to know the importance of writing an argumentative essay in developing skills of an individual.”

Importance of an Argumentative Essay

Importance_of_an_ArgumentativeEssays

After understanding the benefits, Alex was convinced by the ability of the argumentative essays in advocating one’s beliefs and favor the author’s position. Alex asked,

“How are argumentative essays different from the other types?”

Prof. Mitchell answered, “Argumentative essays differ from other types of essays primarily in their purpose, structure, and approach in presenting information. Unlike expository essays, argumentative essays persuade the reader to adopt a particular point of view or take a specific action on a controversial issue. Furthermore, they differ from descriptive essays by not focusing vividly on describing a topic. Also, they are less engaging through storytelling as compared to the narrative essays.

Alex said, “Given the direct and persuasive nature of argumentative essays, can you suggest some strategies to write an effective argumentative essay?

Turning the pages of the book, Prof. Mitchell replied, “Sure! You can check this infographic to get some tips for writing an argumentative essay.”

Effective Strategies to Write an Argumentative Essay

StrategiesOfWritingArgumentativeEssays

As days turned into weeks, Alex diligently worked on his essay. He researched, gathered evidence, and refined his thesis. It was a long and challenging journey, filled with countless drafts and revisions.

Finally, the day arrived when Alex submitted their essay. As he clicked the “Submit” button, a sense of accomplishment washed over him. He realized that the argumentative essay, while challenging, had improved his critical thinking and transformed him into a more confident writer. Furthermore, Alex received feedback from his professor, a mix of praise and constructive criticism. It was a humbling experience, a reminder that every journey has its obstacles and opportunities for growth.

Frequently Asked Questions

An argumentative essay can be written as follows- 1. Choose a Topic 2. Research and Collect Evidences 3. Develop a Clear Thesis Statement 4. Outline Your Essay- Introduction, Body Paragraphs and Conclusion 5. Revise and Edit 6. Format and Cite Sources 7. Final Review

One must choose a clear, concise and specific statement as a claim. It must be debatable and establish your position. Avoid using ambiguous or unclear while making a claim. To strengthen your claim, address potential counterarguments or opposing viewpoints. Additionally, use persuasive language and rhetoric to make your claim more compelling

Starting an argument essay effectively is crucial to engage your readers and establish the context for your argument. Here’s how you can start an argument essay are: 1. Begin With an Engaging Hook 2. Provide Background Information 3. Present Your Thesis Statement 4. Briefly Outline Your Main 5. Establish Your Credibility

The key features of an argumentative essay are: 1. Clear and Specific Thesis Statement 2. Credible Evidence 3. Counterarguments 4. Structured Body Paragraph 5. Logical Flow 6. Use of Persuasive Techniques 7. Formal Language

An argumentative essay typically consists of the following main parts or sections: 1. Introduction 2. Body Paragraphs 3. Counterargument and Rebuttal 4. Conclusion 5. References (if applicable)

The main purpose of an argumentative essay is to persuade the reader to accept or agree with a particular viewpoint or position on a controversial or debatable topic. In other words, the primary goal of an argumentative essay is to convince the audience that the author's argument or thesis statement is valid, logical, and well-supported by evidence and reasoning.

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Great article! The topic is simplified well! Keep up the good work

Excellent article! provides comprehensive and practical guidance for crafting compelling arguments. The emphasis on thorough research and clear thesis statements is particularly valuable. To further enhance your strategies, consider recommending the use of a counterargument paragraph. Addressing and refuting opposing viewpoints can strengthen your position and show a well-rounded understanding of the topic. Additionally, engaging with a community like ATReads, a writers’ social media, can provide valuable feedback and support from fellow writers. Thanks for sharing these insightful tips!

wow incredible ! keep up the good work

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Need to defend your opinion on an issue? Argumentative essays are one of the most popular types of essays you’ll write in school. They combine persuasive arguments with fact-based research, and, when done well, can be powerful tools for making someone agree with your point of view. If you’re struggling to write an argumentative essay or just want to learn more about them, seeing examples can be a big help.

After giving an overview of this type of essay, we provide three argumentative essay examples. After each essay, we explain in-depth how the essay was structured, what worked, and where the essay could be improved. We end with tips for making your own argumentative essay as strong as possible.

What Is an Argumentative Essay?

An argumentative essay is an essay that uses evidence and facts to support the claim it’s making. Its purpose is to persuade the reader to agree with the argument being made.

A good argumentative essay will use facts and evidence to support the argument, rather than just the author’s thoughts and opinions. For example, say you wanted to write an argumentative essay stating that Charleston, SC is a great destination for families. You couldn’t just say that it’s a great place because you took your family there and enjoyed it. For it to be an argumentative essay, you need to have facts and data to support your argument, such as the number of child-friendly attractions in Charleston, special deals you can get with kids, and surveys of people who visited Charleston as a family and enjoyed it. The first argument is based entirely on feelings, whereas the second is based on evidence that can be proven.

The standard five paragraph format is common, but not required, for argumentative essays. These essays typically follow one of two formats: the Toulmin model or the Rogerian model.

  • The Toulmin model is the most common. It begins with an introduction, follows with a thesis/claim, and gives data and evidence to support that claim. This style of essay also includes rebuttals of counterarguments.
  • The Rogerian model analyzes two sides of an argument and reaches a conclusion after weighing the strengths and weaknesses of each.

3 Good Argumentative Essay Examples + Analysis

Below are three examples of argumentative essays, written by yours truly in my school days, as well as analysis of what each did well and where it could be improved.

Argumentative Essay Example 1

Proponents of this idea state that it will save local cities and towns money because libraries are expensive to maintain. They also believe it will encourage more people to read because they won’t have to travel to a library to get a book; they can simply click on what they want to read and read it from wherever they are. They could also access more materials because libraries won’t have to buy physical copies of books; they can simply rent out as many digital copies as they need.

However, it would be a serious mistake to replace libraries with tablets. First, digital books and resources are associated with less learning and more problems than print resources. A study done on tablet vs book reading found that people read 20-30% slower on tablets, retain 20% less information, and understand 10% less of what they read compared to people who read the same information in print. Additionally, staring too long at a screen has been shown to cause numerous health problems, including blurred vision, dizziness, dry eyes, headaches, and eye strain, at much higher instances than reading print does. People who use tablets and mobile devices excessively also have a higher incidence of more serious health issues such as fibromyalgia, shoulder and back pain, carpal tunnel syndrome, and muscle strain. I know that whenever I read from my e-reader for too long, my eyes begin to feel tired and my neck hurts. We should not add to these problems by giving people, especially young people, more reasons to look at screens.

Second, it is incredibly narrow-minded to assume that the only service libraries offer is book lending. Libraries have a multitude of benefits, and many are only available if the library has a physical location. Some of these benefits include acting as a quiet study space, giving people a way to converse with their neighbors, holding classes on a variety of topics, providing jobs, answering patron questions, and keeping the community connected. One neighborhood found that, after a local library instituted community events such as play times for toddlers and parents, job fairs for teenagers, and meeting spaces for senior citizens, over a third of residents reported feeling more connected to their community. Similarly, a Pew survey conducted in 2015 found that nearly two-thirds of American adults feel that closing their local library would have a major impact on their community. People see libraries as a way to connect with others and get their questions answered, benefits tablets can’t offer nearly as well or as easily.

While replacing libraries with tablets may seem like a simple solution, it would encourage people to spend even more time looking at digital screens, despite the myriad issues surrounding them. It would also end access to many of the benefits of libraries that people have come to rely on. In many areas, libraries are such an important part of the community network that they could never be replaced by a simple object.

The author begins by giving an overview of the counter-argument, then the thesis appears as the first sentence in the third paragraph. The essay then spends the rest of the paper dismantling the counter argument and showing why readers should believe the other side.

What this essay does well:

  • Although it’s a bit unusual to have the thesis appear fairly far into the essay, it works because, once the thesis is stated, the rest of the essay focuses on supporting it since the counter-argument has already been discussed earlier in the paper.
  • This essay includes numerous facts and cites studies to support its case. By having specific data to rely on, the author’s argument is stronger and readers will be more inclined to agree with it.
  • For every argument the other side makes, the author makes sure to refute it and follow up with why her opinion is the stronger one. In order to make a strong argument, it’s important to dismantle the other side, which this essay does this by making the author's view appear stronger.
  • This is a shorter paper, and if it needed to be expanded to meet length requirements, it could include more examples and go more into depth with them, such as by explaining specific cases where people benefited from local libraries.
  • Additionally, while the paper uses lots of data, the author also mentions their own experience with using tablets. This should be removed since argumentative essays focus on facts and data to support an argument, not the author’s own opinion or experiences. Replacing that with more data on health issues associated with screen time would strengthen the essay.
  • Some of the points made aren't completely accurate , particularly the one about digital books being cheaper. It actually often costs a library more money to rent out numerous digital copies of a book compared to buying a single physical copy. Make sure in your own essay you thoroughly research each of the points and rebuttals you make, otherwise you'll look like you don't know the issue that well.

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Argumentative Essay Example 2

There are multiple drugs available to treat malaria, and many of them work well and save lives, but malaria eradication programs that focus too much on them and not enough on prevention haven’t seen long-term success in Sub-Saharan Africa. A major program to combat malaria was WHO’s Global Malaria Eradication Programme. Started in 1955, it had a goal of eliminating malaria in Africa within the next ten years. Based upon previously successful programs in Brazil and the United States, the program focused mainly on vector control. This included widely distributing chloroquine and spraying large amounts of DDT. More than one billion dollars was spent trying to abolish malaria. However, the program suffered from many problems and in 1969, WHO was forced to admit that the program had not succeeded in eradicating malaria. The number of people in Sub-Saharan Africa who contracted malaria as well as the number of malaria deaths had actually increased over 10% during the time the program was active.

One of the major reasons for the failure of the project was that it set uniform strategies and policies. By failing to consider variations between governments, geography, and infrastructure, the program was not nearly as successful as it could have been. Sub-Saharan Africa has neither the money nor the infrastructure to support such an elaborate program, and it couldn’t be run the way it was meant to. Most African countries don't have the resources to send all their people to doctors and get shots, nor can they afford to clear wetlands or other malaria prone areas. The continent’s spending per person for eradicating malaria was just a quarter of what Brazil spent. Sub-Saharan Africa simply can’t rely on a plan that requires more money, infrastructure, and expertise than they have to spare.

Additionally, the widespread use of chloroquine has created drug resistant parasites which are now plaguing Sub-Saharan Africa. Because chloroquine was used widely but inconsistently, mosquitoes developed resistance, and chloroquine is now nearly completely ineffective in Sub-Saharan Africa, with over 95% of mosquitoes resistant to it. As a result, newer, more expensive drugs need to be used to prevent and treat malaria, which further drives up the cost of malaria treatment for a region that can ill afford it.

Instead of developing plans to treat malaria after the infection has incurred, programs should focus on preventing infection from occurring in the first place. Not only is this plan cheaper and more effective, reducing the number of people who contract malaria also reduces loss of work/school days which can further bring down the productivity of the region.

One of the cheapest and most effective ways of preventing malaria is to implement insecticide-treated bed nets (ITNs).  These nets provide a protective barrier around the person or people using them. While untreated bed nets are still helpful, those treated with insecticides are much more useful because they stop mosquitoes from biting people through the nets, and they help reduce mosquito populations in a community, thus helping people who don’t even own bed nets.  Bed nets are also very effective because most mosquito bites occur while the person is sleeping, so bed nets would be able to drastically reduce the number of transmissions during the night. In fact, transmission of malaria can be reduced by as much as 90% in areas where the use of ITNs is widespread. Because money is so scarce in Sub-Saharan Africa, the low cost is a great benefit and a major reason why the program is so successful. Bed nets cost roughly 2 USD to make, last several years, and can protect two adults. Studies have shown that, for every 100-1000 more nets are being used, one less child dies of malaria. With an estimated 300 million people in Africa not being protected by mosquito nets, there’s the potential to save three million lives by spending just a few dollars per person.

Reducing the number of people who contract malaria would also reduce poverty levels in Africa significantly, thus improving other aspects of society like education levels and the economy. Vector control is more effective than treatment strategies because it means fewer people are getting sick. When fewer people get sick, the working population is stronger as a whole because people are not put out of work from malaria, nor are they caring for sick relatives. Malaria-afflicted families can typically only harvest 40% of the crops that healthy families can harvest. Additionally, a family with members who have malaria spends roughly a quarter of its income treatment, not including the loss of work they also must deal with due to the illness. It’s estimated that malaria costs Africa 12 billion USD in lost income every year. A strong working population creates a stronger economy, which Sub-Saharan Africa is in desperate need of.  

This essay begins with an introduction, which ends with the thesis (that malaria eradication plans in Sub-Saharan Africa should focus on prevention rather than treatment). The first part of the essay lays out why the counter argument (treatment rather than prevention) is not as effective, and the second part of the essay focuses on why prevention of malaria is the better path to take.

  • The thesis appears early, is stated clearly, and is supported throughout the rest of the essay. This makes the argument clear for readers to understand and follow throughout the essay.
  • There’s lots of solid research in this essay, including specific programs that were conducted and how successful they were, as well as specific data mentioned throughout. This evidence helps strengthen the author’s argument.
  • The author makes a case for using expanding bed net use over waiting until malaria occurs and beginning treatment, but not much of a plan is given for how the bed nets would be distributed or how to ensure they’re being used properly. By going more into detail of what she believes should be done, the author would be making a stronger argument.
  • The introduction of the essay does a good job of laying out the seriousness of the problem, but the conclusion is short and abrupt. Expanding it into its own paragraph would give the author a final way to convince readers of her side of the argument.

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Argumentative Essay Example 3

There are many ways payments could work. They could be in the form of a free-market approach, where athletes are able to earn whatever the market is willing to pay them, it could be a set amount of money per athlete, or student athletes could earn income from endorsements, autographs, and control of their likeness, similar to the way top Olympians earn money.

Proponents of the idea believe that, because college athletes are the ones who are training, participating in games, and bringing in audiences, they should receive some sort of compensation for their work. If there were no college athletes, the NCAA wouldn’t exist, college coaches wouldn’t receive there (sometimes very high) salaries, and brands like Nike couldn’t profit from college sports. In fact, the NCAA brings in roughly $1 billion in revenue a year, but college athletes don’t receive any of that money in the form of a paycheck. Additionally, people who believe college athletes should be paid state that paying college athletes will actually encourage them to remain in college longer and not turn pro as quickly, either by giving them a way to begin earning money in college or requiring them to sign a contract stating they’ll stay at the university for a certain number of years while making an agreed-upon salary.  

Supporters of this idea point to Zion Williamson, the Duke basketball superstar, who, during his freshman year, sustained a serious knee injury. Many argued that, even if he enjoyed playing for Duke, it wasn’t worth risking another injury and ending his professional career before it even began for a program that wasn’t paying him. Williamson seems to have agreed with them and declared his eligibility for the NCAA draft later that year. If he was being paid, he may have stayed at Duke longer. In fact, roughly a third of student athletes surveyed stated that receiving a salary while in college would make them “strongly consider” remaining collegiate athletes longer before turning pro.

Paying athletes could also stop the recruitment scandals that have plagued the NCAA. In 2018, the NCAA stripped the University of Louisville's men's basketball team of its 2013 national championship title because it was discovered coaches were using sex workers to entice recruits to join the team. There have been dozens of other recruitment scandals where college athletes and recruits have been bribed with anything from having their grades changed, to getting free cars, to being straight out bribed. By paying college athletes and putting their salaries out in the open, the NCAA could end the illegal and underhanded ways some schools and coaches try to entice athletes to join.

People who argue against the idea of paying college athletes believe the practice could be disastrous for college sports. By paying athletes, they argue, they’d turn college sports into a bidding war, where only the richest schools could afford top athletes, and the majority of schools would be shut out from developing a talented team (though some argue this already happens because the best players often go to the most established college sports programs, who typically pay their coaches millions of dollars per year). It could also ruin the tight camaraderie of many college teams if players become jealous that certain teammates are making more money than they are.

They also argue that paying college athletes actually means only a small fraction would make significant money. Out of the 350 Division I athletic departments, fewer than a dozen earn any money. Nearly all the money the NCAA makes comes from men’s football and basketball, so paying college athletes would make a small group of men--who likely will be signed to pro teams and begin making millions immediately out of college--rich at the expense of other players.

Those against paying college athletes also believe that the athletes are receiving enough benefits already. The top athletes already receive scholarships that are worth tens of thousands per year, they receive free food/housing/textbooks, have access to top medical care if they are injured, receive top coaching, get travel perks and free gear, and can use their time in college as a way to capture the attention of professional recruiters. No other college students receive anywhere near as much from their schools.

People on this side also point out that, while the NCAA brings in a massive amount of money each year, it is still a non-profit organization. How? Because over 95% of those profits are redistributed to its members’ institutions in the form of scholarships, grants, conferences, support for Division II and Division III teams, and educational programs. Taking away a significant part of that revenue would hurt smaller programs that rely on that money to keep running.

While both sides have good points, it’s clear that the negatives of paying college athletes far outweigh the positives. College athletes spend a significant amount of time and energy playing for their school, but they are compensated for it by the scholarships and perks they receive. Adding a salary to that would result in a college athletic system where only a small handful of athletes (those likely to become millionaires in the professional leagues) are paid by a handful of schools who enter bidding wars to recruit them, while the majority of student athletics and college athletic programs suffer or even shut down for lack of money. Continuing to offer the current level of benefits to student athletes makes it possible for as many people to benefit from and enjoy college sports as possible.

This argumentative essay follows the Rogerian model. It discusses each side, first laying out multiple reasons people believe student athletes should be paid, then discussing reasons why the athletes shouldn’t be paid. It ends by stating that college athletes shouldn’t be paid by arguing that paying them would destroy college athletics programs and cause them to have many of the issues professional sports leagues have.

  • Both sides of the argument are well developed, with multiple reasons why people agree with each side. It allows readers to get a full view of the argument and its nuances.
  • Certain statements on both sides are directly rebuffed in order to show where the strengths and weaknesses of each side lie and give a more complete and sophisticated look at the argument.
  • Using the Rogerian model can be tricky because oftentimes you don’t explicitly state your argument until the end of the paper. Here, the thesis doesn’t appear until the first sentence of the final paragraph. That doesn’t give readers a lot of time to be convinced that your argument is the right one, compared to a paper where the thesis is stated in the beginning and then supported throughout the paper. This paper could be strengthened if the final paragraph was expanded to more fully explain why the author supports the view, or if the paper had made it clearer that paying athletes was the weaker argument throughout.

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3 Tips for Writing a Good Argumentative Essay

Now that you’ve seen examples of what good argumentative essay samples look like, follow these three tips when crafting your own essay.

#1: Make Your Thesis Crystal Clear

The thesis is the key to your argumentative essay; if it isn’t clear or readers can’t find it easily, your entire essay will be weak as a result. Always make sure that your thesis statement is easy to find. The typical spot for it is the final sentence of the introduction paragraph, but if it doesn’t fit in that spot for your essay, try to at least put it as the first or last sentence of a different paragraph so it stands out more.

Also make sure that your thesis makes clear what side of the argument you’re on. After you’ve written it, it’s a great idea to show your thesis to a couple different people--classmates are great for this. Just by reading your thesis they should be able to understand what point you’ll be trying to make with the rest of your essay.

#2: Show Why the Other Side Is Weak

When writing your essay, you may be tempted to ignore the other side of the argument and just focus on your side, but don’t do this. The best argumentative essays really tear apart the other side to show why readers shouldn’t believe it. Before you begin writing your essay, research what the other side believes, and what their strongest points are. Then, in your essay, be sure to mention each of these and use evidence to explain why they’re incorrect/weak arguments. That’ll make your essay much more effective than if you only focused on your side of the argument.

#3: Use Evidence to Support Your Side

Remember, an essay can’t be an argumentative essay if it doesn’t support its argument with evidence. For every point you make, make sure you have facts to back it up. Some examples are previous studies done on the topic, surveys of large groups of people, data points, etc. There should be lots of numbers in your argumentative essay that support your side of the argument. This will make your essay much stronger compared to only relying on your own opinions to support your argument.

Summary: Argumentative Essay Sample

Argumentative essays are persuasive essays that use facts and evidence to support their side of the argument. Most argumentative essays follow either the Toulmin model or the Rogerian model. By reading good argumentative essay examples, you can learn how to develop your essay and provide enough support to make readers agree with your opinion. When writing your essay, remember to always make your thesis clear, show where the other side is weak, and back up your opinion with data and evidence.

What's Next?

Do you need to write an argumentative essay as well? Check out our guide on the best argumentative essay topics for ideas!

You'll probably also need to write research papers for school. We've got you covered with 113 potential topics for research papers.

Your college admissions essay may end up being one of the most important essays you write. Follow our step-by-step guide on writing a personal statement to have an essay that'll impress colleges.

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Christine graduated from Michigan State University with degrees in Environmental Biology and Geography and received her Master's from Duke University. In high school she scored in the 99th percentile on the SAT and was named a National Merit Finalist. She has taught English and biology in several countries.

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105 Best Words To Start A Paragraph

105 Best Words To Start A Paragraph

Chris Drew (PhD)

Dr. Chris Drew is the founder of the Helpful Professor. He holds a PhD in education and has published over 20 articles in scholarly journals. He is the former editor of the Journal of Learning Development in Higher Education. [Image Descriptor: Photo of Chris]

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words to start a paragraph, explained below

The first words of a paragraph are crucial as they set the tone and inform the reader about the content that follows.

Known as the ‘topic’ sentence, the first sentence of the paragraph should clearly convey the paragraph’s main idea. 

This article presents a comprehensive list of the best words to start a paragraph, be it the first, second, third, or concluding paragraph.

Words to Start an Introduction Paragraph

The words you choose for starting an essay should establish the context, importance, or conflict of your topic.

The purpose of an introduction is to provide the reader with a clear understanding of the topic, its significance, and the structure of the ensuing discussion or argument.

Students often struggle to think of ways to start introductions because they may feel overwhelmed by the need to effectively summarize and contextualize their topic, capture the reader’s interest, and provide a roadmap for the rest of the paper, all while trying to create a strong first impression.

Choose one of these example words to start an introduction to get yourself started:

  • The debate surrounding [topic]…
  • [Topic] has garnered attention due to…
  • Exploring the complexities of [topic]…
  • The significance of [topic] lies in…
  • Over the past decade, [topic] has…
  • The critical question of [topic]…
  • As society grapples with [topic]…
  • The rapidly evolving landscape of [topic]…
  • A closer examination of [topic] reveals…
  • The ongoing conversation around [topic]…
Don’t Miss my Article: 33 Words to Avoid in an Essay

Words to Start a Body Paragraph

The purpose of a body paragraph in an essay is to develop and support the main argument, presenting evidence, examples, and analysis that contribute to the overall thesis.

Students may struggle to think of ways to start body paragraphs because they need to find appropriate transition words or phrases that seamlessly connect the paragraphs, while also introducing a new idea or evidence that builds on the previous points.

This can be challenging, as students must carefully balance the need for continuity and logical flow with the introduction of fresh perspectives.

Try some of these paragraph starters if you’re stuck:

  • Building upon previous research…
  • As [source] suggests, [topic]…
  • Analyzing [topic] through [theory]…
  • Considering the impact of [policy]…
  • Delving deeper into [topic]…
  • Drawing from [author]’s findings…
  • [Topic] intersects with [related topic]…
  • Contrary to popular belief, [topic]…
  • The historical context of [topic]…
  • Addressing the challenges of [topic]…

Words to Start a Conclusion Paragraph

The conclusion paragraph wraps up your essay and leaves a lasting impression on the reader.

It should convincingly summarize your thesis and main points. For more tips on writing a compelling conclusion, consider the following examples of ways to say “in conclusion”:

  • In summary, [topic] demonstrates…
  • The evidence overwhelmingly suggests…
  • Taking all factors into account…
  • In light of the analysis, [topic]…
  • Ultimately, [topic] plays a crucial role…
  • In light of these findings…
  • Weighing the pros and cons of [topic]…
  • By synthesizing the key points…
  • The interplay of factors in [topic]…
  • [Topic] leaves us with important implications…

Complete List of Transition Words

Above, I’ve provided 30 different examples of phrases you can copy and paste to get started on your paragraphs.

Let’s finish strong with a comprehensive list of transition words you can mix and match to start any paragraph you want:

  • Secondly, …
  • In addition, …
  • Furthermore, …
  • Moreover, …
  • On the other hand, …
  • In contrast, …
  • Conversely, …
  • Despite this, …
  • Nevertheless, …
  • Although, …
  • As a result, …
  • Consequently, …
  • Therefore, …
  • Additionally, …
  • Simultaneously, …
  • Meanwhile, …
  • In comparison, …
  • Comparatively, …
  • As previously mentioned, …
  • For instance, …
  • For example, …
  • Specifically, …
  • In particular, …
  • Significantly, …
  • Interestingly, …
  • Surprisingly, …
  • Importantly, …
  • According to [source], …
  • As [source] states, …
  • As [source] suggests, …
  • In the context of, …
  • In light of, …
  • Taking into consideration, …
  • Given that, …
  • Considering the fact that, …
  • Bearing in mind, …
  • To illustrate, …
  • To demonstrate, …
  • To clarify, …
  • To put it simply, …
  • In other words, …
  • To reiterate, …
  • As a matter of fact, …
  • Undoubtedly, …
  • Unquestionably, …
  • Without a doubt, …
  • It is worth noting that, …
  • One could argue that, …
  • It is essential to highlight, …
  • It is important to emphasize, …
  • It is crucial to mention, …
  • When examining, …
  • In terms of, …
  • With regards to, …
  • In relation to, …
  • As a consequence, …
  • As an illustration, …
  • As evidence, …
  • Based on [source], …
  • Building upon, …
  • By the same token, …
  • In the same vein, …
  • In support of this, …
  • In line with, …
  • To further support, …
  • To substantiate, …
  • To provide context, …
  • To put this into perspective, …

Tip: Use Right-Branching Sentences to Start your Paragraphs

Sentences should have the key information front-loaded. This makes them easier to read. So, start your sentence with the key information!

To understand this, you need to understand two contrasting types of sentences:

  • Left-branching sentences , also known as front-loaded sentences, begin with the main subject and verb, followed by modifiers, additional information, or clauses.
  • Right-branching sentences , or back-loaded sentences, start with modifiers, introductory phrases, or clauses, leading to the main subject and verb later in the sentence.

In academic writing, left-branching or front-loaded sentences are generally considered easier to read and more authoritative.

This is because they present the core information—the subject and the verb—at the beginning, making it easier for readers to understand the main point of the sentence.

Front-loading also creates a clear and straightforward sentence structure, which is preferred in academic writing for its clarity and conciseness.

Right-branching or back-loaded sentences, with their more complex and sometimes convoluted structure, can be more challenging for readers to follow and may lead to confusion or misinterpretation.

Take these examples where I’ve highlighted the subject of the sentence in bold. Note that in the right-branching sentences, the topic is front-loaded.

  • Right Branching: Researchers found a strong correlation between sleep and cognitive function after analyzing the data from various studies.
  • Left-Branching: After analyzing the data from various studies, a strong correlation between sleep and cognitive function was found by researchers.
  • The novel was filled with vivid imagery and thought-provoking themes , which captivated the audience from the very first chapter.
  • Captivating the audience from the very first chapter, the novel was filled with vivid imagery and thought-provoking themes.

The words you choose to start a paragraph are crucial for setting the tone, establishing context, and ensuring a smooth flow throughout your essay.

By carefully selecting the best words for each type of paragraph, you can create a coherent, engaging, and persuasive piece of writing.

Chris

  • Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd/ 101 Class Group Name Ideas (for School Students)
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Using Logical Reasoning in Academic Writing

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The model we were taught in school for writing an effective essay has some good bones: Create a thesis. Present several claims and argue for those statements. Tie those arguments back to the thesis with supporting evidence to show your reader that what you're saying is true. If any of your arguments fall apart, your entire work will unravel faster than the scarf I made during my first attempt at learning to crochet. If you're creating a work of academic writing, you will need to follow a pattern of clearly defined logic to reinforce and support your argument.

Logic refers to the process of making a conclusion under valid laws of inference. Through this process, a writer makes arguments using statements to explain why these arguments are true. Logical reasoning is the act of settling on a viewpoint and then expressing to others why you selected that opinion over all other available conclusions.

Apply logical reasoning in your academic writing, and you'll be on your way to creating a strong conclusion with supporting evidence. Here are some tips on constructing a perfectly logical argument in your work.

Define your thoughts

Before you even start composing your text, clarify your own thoughts on the subject. You already have a solid idea that you want to illustrate for your readers. It makes perfect sense to you, because you have access to all the good arguments, supporting evidence, and gut feelings you've accumulated during your research at the forefront of your brain. Unfortunately, you can't open your brain and instantly share your certainty of an idea with others. This problem is especially apparent every time you have a misunderstanding with another person. You might feel passionate about an idea, but when you try to communicate your point, your mannerisms might portray petulance and impatience, which can cloud the perception of the other person. Maybe you feel frustrated that your significant other leaves the door open, and you are worried that your dog will run away forever. Your approach to the situation can be clouded by your delivery, which is heavy with the emotion connected to the issue, and your significant other can miss your message entirely if it is framed in a way that makes him/her defensive. If we could see a situation from the complete point of view as our friends and neighbors, the world might be a much more peaceful place!

Of course, sadly, the only way to express your thoughts and feelings is through the use of language and expression. While there is no perfect way to bring others into your world to share your thoughts, you can create the best-case scenario by mapping out your idea and why you feel it is true before you begin writing. Write out your idea and the supporting arguments. How do you know they are true? Seeing your points laid out on paper can help you remove your own perspective in a small way and view them as others might. Do your points represent logical connections between ideas, or are you depending on leaps in logic that will be too wide for your readers to navigate?

Gather irrefutable evidence to support your claim

When using logical reasoning, you draw conclusions whose evidence to support the claim creates a guarantee of a specific result. Look for concrete facts backed by studies and expert inquiries. If you are publishing a paper on your own research, aim to represent your work clearly and thoroughly by outlining the steps you took to create a conclusion. Ask yourself these questions:

  • At the beginning of your research, what did you think would happen?
  • How did you set out to prove/disprove this assertion?
  • What result did you observe, and was it in line with your previous expectations?

As most researchers will attest, the greater the scope of your study, the more irrefutable your evidence will be, and you can be more confident that your conclusions can be considered facts.

Avoid logical fallacies

A logical fallacy is false reasoning that leads your argument to become unreliable or untrue. When your readers encounter a logical fallacy, you lose their trust in your argument. Be aware of these fallacies and take measures to avoid them within your argument.

  • The bandwagon fallacy: Under this fallacy, you might claim that an idea is true simply because the majority of the people believe it. The common advertising claim , "4 out of 5 dentists prefer this toothpaste" draws on the bandwagon fallacy with the hope that its audience will believe that this toothpaste brand is the best on the market, whereas it is not necessarily true.
  • The correlation/causation fallacy: Just because two elements seem to be connected doesn't mean one directly leads to another. For example, if you changed the font on your company website last month, and then website hits were down during that same month, you might apply the correlation/causation fallacy and state that the font was detrimental to business without any other evidence supporting this claim.
  • Ignoratio elenchi (Latin for "ignoring refutation"): If your argument has an opposing side (and most do, of course), you will need to address that opposition with convincing logic. This fallacy arises when you respond to a counterargument without properly addressing the point of the argument. Let's say I am presenting the benefits of building a new bike trail in my city. My opponents assert that the city just doesn't have the budget to fund this project, while I claim that the advantages of a bike trail far outweigh any cost incurred. My claim is that cost is irrelevant to the project. In doing so, I fail to present a solution to the lack of money needed to build the path.
  • The straw man fallacy: This fallacy arises when you oversimplify your opposing argument and thus misrepresent it, thereby presenting your argument as the more obvious choice in the matter. In the debate on whether schools should implement school uniforms, an opponent of the school uniform might claim, "Schools that enforce dress codes discourage students' individuality." Such an argument dismisses any benefits of the opposing argument and boils down the claim to a simplified form that might not be fully true.
  • The anecdotal evidence fallacy: Under this fallacy, instead of applying logical evidence to your argument, you cite a story of one instance in which something happened, seeming to support a claim. Maybe your aunt tried a certain type of dryer sheet and the next day her dryer went up in flames. Does this mean that type of dryer sheet causes people's clothes dryers to ignite? This fallacy is also related to the correlation/causation fallacy.

Consider the opposition

An effectively formulated argument must acknowledge that the viewpoint presented is not shared by everyone, and some opposing arguments exist with relation to the topic. Imagine you are preparing for a debate; an effective approach include preparing your demonstration based on what you might expect your opponent to argue. For example, let's say I'm asserting that plastic bags should be banned. In addition to collecting data on the detrimental effects of plastic bags on the environment and the species of animals that suffer as a result of their invention, I should also consider who stands to benefit from plastic bags. I should investigate the low cost of producing and offering plastic bags from the perspective of businesses and stores in relation to alternative options and the effects those alternatives would have on my customer base. In order to present an effective argument against plastic bags, I should create strong data regarding the cost of alternatives and reveal statistics to show that their use is not as cost effective as previously considered. By anticipating the opposing view, I can create an argument to refute it.

By applying logical reasoning in your academic writing, you can present a strong argument on your subject. Create a stance that you can support with irrefutable evidence, having already mapped out your personal views in order to organize your desired viewpoint. Also, when you know what types of logical fallacies can exist, you can keep your eyes open for any problems in your logic and thereby avoid them. Following these tips can help you achieve a solid piece of writing that will earn you a good grade in class, convince your mentor that your thesis is bulletproof, or charm the socks off the editors at the journal in which you seek to be published.

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How to Write an Essay Introduction (with Examples)   

essay introduction

The introduction of an essay plays a critical role in engaging the reader and providing contextual information about the topic. It sets the stage for the rest of the essay, establishes the tone and style, and motivates the reader to continue reading. 

Table of Contents

What is an essay introduction , what to include in an essay introduction, how to create an essay structure , step-by-step process for writing an essay introduction , how to write an introduction paragraph , how to write a hook for your essay , how to include background information , how to write a thesis statement .

  • Argumentative Essay Introduction Example: 
  • Expository Essay Introduction Example 

Literary Analysis Essay Introduction Example

Check and revise – checklist for essay introduction , key takeaways , frequently asked questions .

An introduction is the opening section of an essay, paper, or other written work. It introduces the topic and provides background information, context, and an overview of what the reader can expect from the rest of the work. 1 The key is to be concise and to the point, providing enough information to engage the reader without delving into excessive detail. 

The essay introduction is crucial as it sets the tone for the entire piece and provides the reader with a roadmap of what to expect. Here are key elements to include in your essay introduction: 

  • Hook : Start with an attention-grabbing statement or question to engage the reader. This could be a surprising fact, a relevant quote, or a compelling anecdote. 
  • Background information : Provide context and background information to help the reader understand the topic. This can include historical information, definitions of key terms, or an overview of the current state of affairs related to your topic. 
  • Thesis statement : Clearly state your main argument or position on the topic. Your thesis should be concise and specific, providing a clear direction for your essay. 

Before we get into how to write an essay introduction, we need to know how it is structured. The structure of an essay is crucial for organizing your thoughts and presenting them clearly and logically. It is divided as follows: 2  

  • Introduction:  The introduction should grab the reader’s attention with a hook, provide context, and include a thesis statement that presents the main argument or purpose of the essay.  
  • Body:  The body should consist of focused paragraphs that support your thesis statement using evidence and analysis. Each paragraph should concentrate on a single central idea or argument and provide evidence, examples, or analysis to back it up.  
  • Conclusion:  The conclusion should summarize the main points and restate the thesis differently. End with a final statement that leaves a lasting impression on the reader. Avoid new information or arguments. 

how to start off reasoning in an essay

Here’s a step-by-step guide on how to write an essay introduction: 

  • Start with a Hook : Begin your introduction paragraph with an attention-grabbing statement, question, quote, or anecdote related to your topic. The hook should pique the reader’s interest and encourage them to continue reading. 
  • Provide Background Information : This helps the reader understand the relevance and importance of the topic. 
  • State Your Thesis Statement : The last sentence is the main argument or point of your essay. It should be clear, concise, and directly address the topic of your essay. 
  • Preview the Main Points : This gives the reader an idea of what to expect and how you will support your thesis. 
  • Keep it Concise and Clear : Avoid going into too much detail or including information not directly relevant to your topic. 
  • Revise : Revise your introduction after you’ve written the rest of your essay to ensure it aligns with your final argument. 

Here’s an example of an essay introduction paragraph about the importance of education: 

Education is often viewed as a fundamental human right and a key social and economic development driver. As Nelson Mandela once famously said, “Education is the most powerful weapon which you can use to change the world.” It is the key to unlocking a wide range of opportunities and benefits for individuals, societies, and nations. In today’s constantly evolving world, education has become even more critical. It has expanded beyond traditional classroom learning to include digital and remote learning, making education more accessible and convenient. This essay will delve into the importance of education in empowering individuals to achieve their dreams, improving societies by promoting social justice and equality, and driving economic growth by developing a skilled workforce and promoting innovation. 

This introduction paragraph example includes a hook (the quote by Nelson Mandela), provides some background information on education, and states the thesis statement (the importance of education). 

This is one of the key steps in how to write an essay introduction. Crafting a compelling hook is vital because it sets the tone for your entire essay and determines whether your readers will stay interested. A good hook draws the reader in and sets the stage for the rest of your essay.  

  • Avoid Dry Fact : Instead of simply stating a bland fact, try to make it engaging and relevant to your topic. For example, if you’re writing about the benefits of exercise, you could start with a startling statistic like, “Did you know that regular exercise can increase your lifespan by up to seven years?” 
  • Avoid Using a Dictionary Definition : While definitions can be informative, they’re not always the most captivating way to start an essay. Instead, try to use a quote, anecdote, or provocative question to pique the reader’s interest. For instance, if you’re writing about freedom, you could begin with a quote from a famous freedom fighter or philosopher. 
  • Do Not Just State a Fact That the Reader Already Knows : This ties back to the first point—your hook should surprise or intrigue the reader. For Here’s an introduction paragraph example, if you’re writing about climate change, you could start with a thought-provoking statement like, “Despite overwhelming evidence, many people still refuse to believe in the reality of climate change.” 

Including background information in the introduction section of your essay is important to provide context and establish the relevance of your topic. When writing the background information, you can follow these steps: 

  • Start with a General Statement:  Begin with a general statement about the topic and gradually narrow it down to your specific focus. For example, when discussing the impact of social media, you can begin by making a broad statement about social media and its widespread use in today’s society, as follows: “Social media has become an integral part of modern life, with billions of users worldwide.” 
  • Define Key Terms : Define any key terms or concepts that may be unfamiliar to your readers but are essential for understanding your argument. 
  • Provide Relevant Statistics:  Use statistics or facts to highlight the significance of the issue you’re discussing. For instance, “According to a report by Statista, the number of social media users is expected to reach 4.41 billion by 2025.” 
  • Discuss the Evolution:  Mention previous research or studies that have been conducted on the topic, especially those that are relevant to your argument. Mention key milestones or developments that have shaped its current impact. You can also outline some of the major effects of social media. For example, you can briefly describe how social media has evolved, including positives such as increased connectivity and issues like cyberbullying and privacy concerns. 
  • Transition to Your Thesis:  Use the background information to lead into your thesis statement, which should clearly state the main argument or purpose of your essay. For example, “Given its pervasive influence, it is crucial to examine the impact of social media on mental health.” 

how to start off reasoning in an essay

A thesis statement is a concise summary of the main point or claim of an essay, research paper, or other type of academic writing. It appears near the end of the introduction. Here’s how to write a thesis statement: 

  • Identify the topic:  Start by identifying the topic of your essay. For example, if your essay is about the importance of exercise for overall health, your topic is “exercise.” 
  • State your position:  Next, state your position or claim about the topic. This is the main argument or point you want to make. For example, if you believe that regular exercise is crucial for maintaining good health, your position could be: “Regular exercise is essential for maintaining good health.” 
  • Support your position:  Provide a brief overview of the reasons or evidence that support your position. These will be the main points of your essay. For example, if you’re writing an essay about the importance of exercise, you could mention the physical health benefits, mental health benefits, and the role of exercise in disease prevention. 
  • Make it specific:  Ensure your thesis statement clearly states what you will discuss in your essay. For example, instead of saying, “Exercise is good for you,” you could say, “Regular exercise, including cardiovascular and strength training, can improve overall health and reduce the risk of chronic diseases.” 

Examples of essay introduction 

Here are examples of essay introductions for different types of essays: 

Argumentative Essay Introduction Example:  

Topic: Should the voting age be lowered to 16? 

“The question of whether the voting age should be lowered to 16 has sparked nationwide debate. While some argue that 16-year-olds lack the requisite maturity and knowledge to make informed decisions, others argue that doing so would imbue young people with agency and give them a voice in shaping their future.” 

Expository Essay Introduction Example  

Topic: The benefits of regular exercise 

“In today’s fast-paced world, the importance of regular exercise cannot be overstated. From improving physical health to boosting mental well-being, the benefits of exercise are numerous and far-reaching. This essay will examine the various advantages of regular exercise and provide tips on incorporating it into your daily routine.” 

Text: “To Kill a Mockingbird” by Harper Lee 

“Harper Lee’s novel, ‘To Kill a Mockingbird,’ is a timeless classic that explores themes of racism, injustice, and morality in the American South. Through the eyes of young Scout Finch, the reader is taken on a journey that challenges societal norms and forces characters to confront their prejudices. This essay will analyze the novel’s use of symbolism, character development, and narrative structure to uncover its deeper meaning and relevance to contemporary society.” 

  • Engaging and Relevant First Sentence : The opening sentence captures the reader’s attention and relates directly to the topic. 
  • Background Information : Enough background information is introduced to provide context for the thesis statement. 
  • Definition of Important Terms : Key terms or concepts that might be unfamiliar to the audience or are central to the argument are defined. 
  • Clear Thesis Statement : The thesis statement presents the main point or argument of the essay. 
  • Relevance to Main Body : Everything in the introduction directly relates to and sets up the discussion in the main body of the essay. 

how to start off reasoning in an essay

Writing a strong introduction is crucial for setting the tone and context of your essay. Here are the key takeaways for how to write essay introduction: 3  

  • Hook the Reader : Start with an engaging hook to grab the reader’s attention. This could be a compelling question, a surprising fact, a relevant quote, or an anecdote. 
  • Provide Background : Give a brief overview of the topic, setting the context and stage for the discussion. 
  • Thesis Statement : State your thesis, which is the main argument or point of your essay. It should be concise, clear, and specific. 
  • Preview the Structure : Outline the main points or arguments to help the reader understand the organization of your essay. 
  • Keep it Concise : Avoid including unnecessary details or information not directly related to your thesis. 
  • Revise and Edit : Revise your introduction to ensure clarity, coherence, and relevance. Check for grammar and spelling errors. 
  • Seek Feedback : Get feedback from peers or instructors to improve your introduction further. 

The purpose of an essay introduction is to give an overview of the topic, context, and main ideas of the essay. It is meant to engage the reader, establish the tone for the rest of the essay, and introduce the thesis statement or central argument.  

An essay introduction typically ranges from 5-10% of the total word count. For example, in a 1,000-word essay, the introduction would be roughly 50-100 words. However, the length can vary depending on the complexity of the topic and the overall length of the essay.

An essay introduction is critical in engaging the reader and providing contextual information about the topic. To ensure its effectiveness, consider incorporating these key elements: a compelling hook, background information, a clear thesis statement, an outline of the essay’s scope, a smooth transition to the body, and optional signposting sentences.  

The process of writing an essay introduction is not necessarily straightforward, but there are several strategies that can be employed to achieve this end. When experiencing difficulty initiating the process, consider the following techniques: begin with an anecdote, a quotation, an image, a question, or a startling fact to pique the reader’s interest. It may also be helpful to consider the five W’s of journalism: who, what, when, where, why, and how.   For instance, an anecdotal opening could be structured as follows: “As I ascended the stage, momentarily blinded by the intense lights, I could sense the weight of a hundred eyes upon me, anticipating my next move. The topic of discussion was climate change, a subject I was passionate about, and it was my first public speaking event. Little did I know , that pivotal moment would not only alter my perspective but also chart my life’s course.” 

Crafting a compelling thesis statement for your introduction paragraph is crucial to grab your reader’s attention. To achieve this, avoid using overused phrases such as “In this paper, I will write about” or “I will focus on” as they lack originality. Instead, strive to engage your reader by substantiating your stance or proposition with a “so what” clause. While writing your thesis statement, aim to be precise, succinct, and clear in conveying your main argument.  

To create an effective essay introduction, ensure it is clear, engaging, relevant, and contains a concise thesis statement. It should transition smoothly into the essay and be long enough to cover necessary points but not become overwhelming. Seek feedback from peers or instructors to assess its effectiveness. 

References  

  • Cui, L. (2022). Unit 6 Essay Introduction.  Building Academic Writing Skills . 
  • West, H., Malcolm, G., Keywood, S., & Hill, J. (2019). Writing a successful essay.  Journal of Geography in Higher Education ,  43 (4), 609-617. 
  • Beavers, M. E., Thoune, D. L., & McBeth, M. (2023). Bibliographic Essay: Reading, Researching, Teaching, and Writing with Hooks: A Queer Literacy Sponsorship. College English, 85(3), 230-242. 

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how to start off reasoning in an essay

How to Support an Argument and Avoid Logical Fallacies

What is an argument.

Every day we are presented with dozens of arguments that purport to be factual. Every day we must evaluate these statements and decide what we think about them—not only whether we agree with them or not, but also whether we think they are true. As you read this, you might take a minute to stop and think about how many such messages and statements you have already encountered today and how you thought about them.

Parts of an Argument

There are three basic parts to any argument, that is, three basic parts to any statement that is intended to persuade or prove something.

  • Conclusion : This may or may not come at the end and is the author’s main idea
  • Evidence : This is whatever the author or speaker uses to support the conclusion. (Below you will read about the various kinds of evidence, how to use them, and how to recognize when they are being misused.)
  • Assumption (or Warrant) : This is rarely stated explicitly in the argument, but is absolutely central. The assumption is what holds the argument together and determines how the author or speaker looks at the evidence and comes to the conclusion.

Evaluating Arguments by Identifying the Assumption

The following examples illustrate how you can identify an author’s assumption by looking at the other parts (evidence and conclusion) of their argument:

  • Evidence : Arbuthnot looks out his window and sees that it is snowing heavily.
  • Conclusion : Winter is a difficult and dangerous time of year.

What is Arbuthnot’s assumption in making this statement? Although we cannot know with absolute certainty, we can make a well-informed guess that his assumption has to do with how dangerous snow is. For instance, Arbuthnot may be afraid of driving in snow or afraid that he will fall while shoveling snow. Whether you agree with his conclusion or not, you can at least see his assumption at work. Here is another example:

  • Evidence : Montgomery looks out his window and sees that it is snowing heavily.
  • Conclusion : Winter is great! I look forward to it every year.

What is Montgomery’s assumption? Well, without more to go on we cannot say absolutely, but we can safely guess that it must be something that includes an enjoyment of snow. For instance, Montgomery might love downhill skiing, snowboarding, and snowmobile-riding or making snow angels. Do you see how this works?

So, in order to evaluate the worth of any argument, you must consider what the author’s assumption might be. In the examples, Montgomery and Arbuthnot have exactly the same evidence, and yet have come to very different conclusions. What makes the difference? They started from different assumptions. Thus, when you are evaluating an argument presented to you, ask yourself what the author’s assumption might be. Then, consider whether you think that is a sound assumption. For instance, here is an argument:

We are the best because we sell the most!

Have you ever heard this argument before? What is the assumption here? It is that quantity (of sales) equals quality (of product)? Do you think that is a sound assumption? Do you agree with it?

Tools for an Effective Argument

In addition to operating on a sound assumption, to argue convincingly the author must present evidence and analysis that support the conclusion.

Five common tools in an effective argument:

  • Expert opinions

Correct and Incorrect Use of Logic and Evidence

Evidence from experts.

The opinions of experts (also called authorities) can be invaluable. These are people who have some special knowledge on the subject, and their support lends believability to the author’s point. For instance, in a paper on why smoking is unhealthy, the U.S. Surgeon General and the chairs of either the American Lung Association or American Cancer Association would be strong authorities. Their authority comes from their professional experience. People become authorities for different reasons. They may have academic or professional training and experience, or they may also be people with extensive personal experience. Another authority on this topic might be a life-long smoker who now has extensive health problems.

However, using authorities may pose some dangers: The person may not be an authority in the right area. For example, “My lawyer told me about a great way to make my car run more fuel efficiently.” Advertising is notorious for using false authorities. For instance, Michael Jordan might be a good authority on the best basketball shoes, but does he really know more about underwear than anyone else? The classic example: “I may not be a doctor, but I play one on TV, so I know this is the best flu relief out there.”

Additionally, the topic may be hotly debated within the field—experts may disagree. When citing an authority, ask yourself not only if the person is truly an authority, but if they are in the area you are discussing. Also, note whether peers in the field generally accept what the authority says as true.

Evidence from Facts

Facts are proven to be true. For example, Helen Keller died on June 1, 1968. Support for this comes from many sources, one of which is her obituary in the The New York Times : http://www.nytimes.com/learning/general/onthisday/bday/0627.html

Facts are reliable sources of evidence. The problem comes in distinguishing fact from opinion. Opinions may look like facts, but they cannot be proven. For example, “The death penalty is wrong.” While one could gather evidence to support this opinion, one could also gather evidence against it. Ultimately, whether something is “wrong” or “right” is opinion.

Additionally, people may disguise opinion as fact by saying things like “The truth of the matter is . . .” or “It is a fact that . . .” but that does not mean what follows is fact. As a reader and writer, you need to evaluate what follows to determine if it is truly fact or opinion.

Evidence from Examples

Examples can be useful forms of evidence. In fact, in conversation, we often ask people to “give me an example.” For instance, your child comes home and says, “My teacher is not fair and does not like me.” You would most likely ask your child to give you some examples to support this claim. What could your child say back to you that would support the claim about the teacher?

Here are some possibilities: “They never call on me,” “They laugh when I give the wrong answer,” and so on. These examples clearly support your child’s claim, so they would be considered useful. What if, instead, your child said, “They wear the same outfit every day” or “They drink too much coffee”? Unless the teacher wears a shirt that says “I dislike Bobby” on it every day, you would say, “What does that have to do with how much they like you?” These examples do not support the claim. This example is an exaggeration, of course, but oftentimes people will use examples as evidence even though they really do not support their claims. You have to be on the alert for this as a writer and reader.

Using Logic

Authors use logic to build one known or proven fact upon another, leading the reader to agree that a certain point is true. For example, consider the case of Frank who has six cats. To prevent having even more cats, all Frank’s cats are female. Now consider his cat Zoe. What is Zoe’s sex? We know that all Frank’s cats are female, and we know Zoe belongs to Frank, so we can conclude that Zoe is a female. That is logic.

Logical arguments fall into two categories: induction and deduction. Deduction takes a generally known fact and uses it to argue for a more specific point. The example above of Frank and his cats is an example of deductive reasoning. Deduction is common. Induction, on the other hand, takes a specific case (or cases) and uses it to argue for a bigger generalization.

For example, it was hot today. It was hot yesterday, the day before, and the day before that. A logical conclusion is that it is summer. Induction is widely used in science. Scientists studying a particular species may notice that several individuals of that species exhibit a particular behavior.

They may then induce that all members of that species exhibit the behavior, even though they have not examined every individual member.

Induction is used less frequently because it can be faulty. For example, it was hot today. It was hot yesterday, the day before, and the day before that. What if it is not summer, but actually just a record-breaking October? Induction becomes more valid as the instances used to support the general conclusion become more specific.

Common Logical Fallacies

As seen above, even logical reasoning can result in incorrect conclusions. These are called logical fallacies. Several are common enough to have their own names and are described below.

Anecdotal Fallacy

Anecdotal fallacy, also called a hasty generalization or jumping to conclusions, is an inductive fallacy that occurs when one instance supports a general claim that is not true. For example, “I had a female boss once. She was demanding and unfair. Female bosses are the worst.” The speaker is using one example, the one female boss he or she had, to argue that all female bosses are horrid. Obviously—and your own personal experience may speak to this—they are not all bad.

Mistaking Time for Cause and Effect

Just because one thing happened prior to another does not mean the first caused the second, yet frequently people will argue just that. For instance, “The repair person was here this morning, and now my keys are missing. They must have stolen them.” The speaker could have just as easily misplaced them. Maybe their child grabbed them by accident. Just because A (the repair person at the house) happened before B (the loss of the keys) does not mean A caused B.

False Authority

When we trust authorities, we need to make sure they are authorities on the subject about which they are speaking. The speaker could tell you a great deal about acting, but not about your health.

Slippery Slope

Slippery-slope arguments are based on the idea that if one thing happens, then another thing will, then another, and another. Think of this as the “domino effect.” The problem is that while the first thing might lead to the next, there is no proof that any of the other things will happen. For example, “If I let my brother borrow this CD, then he will borrow my books, then he will want to borrow my clothes, and pretty soon, he will take over my bedroom!” (Children, among others, use this argument a lot.) While a brother allowed to borrow a CD might then ask to borrow a book, the guarantee that this will lead to room invasion is nonexistent. This logical fallacy should seem familiar—it is frequently used in political discussions on gun control and abortion.

Either-Or Dilemmas (A False Dichotomy)

“It is your choice—get a gym membership or be alone forever.” Are these really the only two options? Are there ways other than a gym membership to find that special someone? Of course there is. Either-or dilemmas, however, hide that fact by claiming only two options exist. Whenever you hear only two options, be suspicious. Other options likely exist.

Circular Reasoning

Circular reasoning, also called begging the question, happens when an assumption is used to prove the same assumption is true. In other words, the conclusion simply puts the assumption in other words. For example, “Jennifer Anniston is more popular than Courtney Cox-Arquette because more people like her.” Being popular and being liked are basically the same thing, so all this says is “She is more popular because she is more popular,” which is not saying much.

This literally means “against the person.” When a claim is rejected based simply on the person making it and not on the evidence the person has put forth, it is an ad hominem logical fallacy. The person, not the claim, is attacked. Why is this a logical fallacy? Because the claim the person is making is never attacked—only the person is. This personal attack is then used, falsely, to undermine the claim. Since the claim was never attacked, logically it has not been undermined, yet the attacker claims that it has. Here is an example:

  • Meg : I hope the NFL is able to keep its eligibility requirements. According to ESPN, there are 1200 agents registered with the NFL. Over half have no clients. If the eligibility requirements are dropped, these agents are going to be filling high school football stadiums, scouting for new prospects, and convincing a lot of kids to forgo college in hopes of an NFL career. The bottom line is most won’t make it, and what will they have? No education, no job, and no hopes.
  • Alan : You’re just a girl—what do you know about football?

For more examples of logical fallacies used in argument, refer to the Purdue Global Writing Center resource on Hasty Generalizations and Other Logical Fallacies .

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How to Introduce Evidence: 41 Effective Phrases & Examples

how to start off reasoning in an essay

Research requires us to scrutinize information and assess its credibility. Accordingly, when we think about various phenomena, we examine empirical data and craft detailed explanations justifying our interpretations. An essential component of constructing our research narratives is thus providing supporting evidence and examples.

The type of proof we provide can either bolster our claims or leave readers confused or skeptical of our analysis. Therefore, it’s crucial that we use appropriate, logical phrases that guide readers clearly from one idea to the next. In this article, we explain how evidence and examples should be introduced according to different contexts in academic writing and catalog effective language you can use to support your arguments, examples included.

When to Introduce Evidence and Examples in a Paper

Evidence and examples create the foundation upon which your claims can stand firm. Without proof, your arguments lack credibility and teeth. However, laundry listing evidence is as bad as failing to provide any materials or information that can substantiate your conclusions. Therefore, when you introduce examples, make sure to judiciously provide evidence when needed and use phrases that will appropriately and clearly explain how the proof supports your argument.

There are different types of claims and different types of evidence in writing. You should introduce and link your arguments to evidence when you

  • state information that is not “common knowledge”;
  • draw conclusions, make inferences, or suggest implications based on specific data;
  • need to clarify a prior statement, and it would be more effectively done with an illustration;
  • need to identify representative examples of a category;
  • desire to distinguish concepts; and
  • emphasize a point by highlighting a specific situation.

Introductory Phrases to Use and Their Contexts

To assist you with effectively supporting your statements, we have organized the introductory phrases below according to their function. This list is not exhaustive but will provide you with ideas of the types of phrases you can use.

stating information that is not “common knowledge” ]
drawing conclusions, making inferences, or suggesting implications based on specific data
clarifying a prior statement
identifying representative examples of a category

 

*NOTE: “such as” and “like” have two different uses. “Such as” introduces a specific example that is part of a category. “Like” suggests the listed items are similar to, but not included in, the topic discussed.

distinguishing concepts
emphasizing a point by highlighting a specific situation

Although any research author can make use of these helpful phrases and bolster their academic writing by entering them into their work, before submitting to a journal, it is a good idea to let a professional English editing service take a look to ensure that all terms and phrases make sense in the given research context. Wordvice offers paper editing , thesis editing , and dissertation editing services that help elevate your academic language and make your writing more compelling to journal authors and researchers alike.

For more examples of strong verbs for research writing , effective transition words for academic papers , or commonly confused words , head over to the Wordvice Academic Resources website.

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How To Start A Paragraph: 200+ Important Words And Phrases

by Kerri-Anne Edinburgh | Last updated Jun 27, 2024 | First published on Aug 3, 2022 | 0 comments

There’s a lot to get right when you’re writing an essay. And a particularly important skill is knowing how to start a paragraph effectively. That first sentence counts!

Luckily for you, we’ve compiled HEAPS of advice, example phrases and top connective words to help you transition between paragraphs and guide your reader with ease.

So read on for a pick ’n’ mix of how to start a paragraph examples!

Paragraphs: the lowdown

So why exactly are paragraphs such an important tool for writing effectively ? Well:

  • They’re an important part of keeping your reader captivated
  • They help your reader to follow your argument or narrative
  • And they keep your writing in easily digestible chunks of information!

And an important part of all that is nailing the start of your paragraphs . Honestly!

Start off strong and your reader will know exactly what you’re going to do next and how your information interrelates. Top marks here you come – and for the low, low cost of some clever vocab!

Start your paragraphs off weakly however, without setting up effective signposting and transitions , and they’ll get lost and ( horror !) might have to re-read your essay to make sense of it. Ugh.

how to start off reasoning in an essay

What should your paragraphs contain?

If you’re writing an academic essay, there are a lot of popular conventions and guides about what a paragraph should include.

Academic writing guides favour well-developed paragraphs that are unified, coherent, contain a topic sentence, and provide adequate development of your idea. They should be long enough to fully discuss and analyse your idea and evidence.

And remember – you should ALWAYS start a new paragraph for each new idea or point .

You can read more about paragraph break guidelines in our helpful what is a paragraph article! If you’re wondering how long your paragraphs should be , check out our guideline article.

Paragraph structure (the PEEL method)

Academic paragraphs often follow a common structure , designed to guide your reader through your argument – although not all the time ! It goes like this:

  • Start with a “topic sentence”
  • Give 1-2 sentences of supporting evidence for (or against) your argument
  • Next, write a sentence analysing this evidence with respect to your argument or topic sentence
  • Finally, conclude by explaining the significance of this stance, or providing a transition to the next paragraph

(A quick definition: A “topic sentence” introduces the idea your paragraph will focus upon and makes summarising easy. It can occur anywhere but placing it at the start increases readability for your audience. )

One popular acronym for creating well-developed academic paragraphs is PEEL . This stands for Point, Evidence, Explanation, Link . Using this method makes it easy to remember what your paragraph should include.

  • I.e. your point (the topic sentence), some evidence and analysis of how it supports your point, and a transitional link back to your essay question or forwards to your next paragraph.

NOTE : You shouldn’t start all your paragraphs the same way OR start every sentence in your paragraph with the same word – it’s distracting and won’t earn you good marks from your reader.

How to create clarity for your readers

Paragraphs are awesome tools for increasing clarity and readability in your writing. They provide visual markers for our eyes and box written content into easily digestible chunks.

But you still need to start them off strongly . Do this job well, and you can seamlessly guide your readers through the narrative or argument of your writing.

The first sentence of your paragraph is an important tool for creating that clarity . You can create links with the surrounding paragraphs and signal the purpose of this paragraph for your reader.

  • Transitions show the links and relationships between the ideas you’re presenting: addition, contrast, sequential, conclusion, emphasis, example/citation
  • Connective words help you to join together multiple paragraphs in a sequence
  • Note: there is quite a lot of overlap in vocabulary! Some transitions are also great signposts etc.

Tip : Don’t overuse them! These techniques can make your writing sounds more professional and less like spoken language by smoothing over jarring jumps between topics. But using too many will make your writing stilted.

A common term that encompasses these three tools is “ sentence starter ”. They are typically set apart from the body of your sentence by a comma.

You can learn more about these key skills in our two helpful articles linked above – or explore a range of other writing skills advice, such as how to start an essay , structure an essay , and proofread an essay effectively!

Picking the right tone

It is important that the paragraph-starting phrases and connective words you choose complement the style of your writing and the conventions of the subject you are writing for .

For example, scientific papers usually have much clearer and expected structure and signposting conventions than arts and humanities papers.

If you’re unsure, it’s best to check some of the sources you’ve researched for your essay, explore the relevant academic style guide, or get help from a teacher – ask them for some examples!

Getting your grammar right

Grammatical conventions can be a minefield, but they’re worth remembering if you want to get top marks!

If you’re looking to increase the clarity of your writing and paragraphs, make sure you pick the right spot for your commas and colons .

For example, when you’re starting a new paragraph, many of the common signposting words and phrases require a comma. These include: however, therefore, moreover, what’s more, firstly, secondly, finally, likewise, for example, in general … (and more!).

These phrases should always be followed by a comma if it’s at the start of a sentence, or separated with a comma before and after like this if placed mid-sentence:

However, we cannot say for sure what happened here. We know, for example, that X claims to have lost the icon.

A word about “ this ” (a tip for really great writing)

As you start writing your paragraphs (and even sentences), you might be tempted to kick off with the word “ this” – as in the classic “ this shows that … ”.

But that’s not a great idea.

Why ? Academic essays aim should aim for maximum clarity, and “ this ” is just vague !

What’s important is that the connections that are clear to you , the writer (who is – hopefully – intimately familiar with your argument), are ALSO clear to your reader , who has probably never read your essay before.

Just imagine, your reader might be muttering “this what??” as they read, and then having to re-read the paragraph and the paragraph before to check … which is not ideal for getting good marks.

In complex documents (especially essays and theses) where a lot of information is presented at once, the points you’re referencing might be spread across several paragraphs of evidence and argument-building. So, unless your sentence/paragraph-starting “this” follows on immediately from the point it references, it’s best to try a different phrase.

And all it really takes is a little signposting and clarification to avoid the vagueness of “ this shows that ”. Ask yourself “ this WHAT shows that? ” And just point out what you’re referencing – and be obvious ! 

Here’s some examples:

infographic on how to avoid vague pronouns when starting new paragraphs

You can also do a similar exercise with “ they ” and other demonstrative pronouns (that, these, those).

Specifying what your pronouns refer to will great help to increase the clarity of your (topic) sentences . And as an added bonus, your writing will also sound more sophisticated!

What type of paragraph are you starting?

When it comes to essay writing, there’s usually an expected structure: introduction, body (evidence and analysis) and conclusion .

With other genres of writing your paragraphs might not conform to such

Consider the structure of your paragraph. What do you want it to do? What is the topic? Do you want to open with your topic sentence?

How to start an introductory paragraph

Nailing the introduction of your essay is simultaneously one of the most important and hardest sections to write . A great introduction should set up your topic and explain why it’s significant.

One of the primary goals of an effective introduction is to clearly state your “ thesis statement ” (what your essay is about, and what you are setting out to achieve with your argument).

A popular (and easy) technique to start an introduction is to begin your first paragraph by immediately stating your thesis statement .

Here’s some examples of how to start a paragraph with your thesis statement:

  • This paper discusses …
  • In this paper, you will find …
  • This essay argues that …
  • This thesis will evaluate …
  • This article will explore the complex socio-political factors that contributed to the decline of the Roman Empire between the reign of Constantine (312-337AD) and the fall of Rome in 476AD .

However, starting your introductory paragraph effectively is not all about immediately stating your thesis!

So head over to our great article on how to start an essay , for lots of more advice and examples on how to kick off your introductions and capture your reader’s attention with style!

how to start off reasoning in an essay

How to start a body paragraph

Unless you’re writing an introduction or conclusion, you’ll be writing a “body paragraph”. Body paragraphs make up the majority of your essay, and should include all of your main points, data, evidence, analysis, deductions and arguments.

Each paragraph should have a particular purpose and be centred around one idea . Your body paragraphs might be analytical, evidential, persuasive, descriptive etc.

To help your reader make sense of the body of your essay, it’s important to guide them with signposts and transitions. These usually occur at the start of your paragraphs to demonstrate their relationship to preceding information.

However, that means there are LOTS of different techniques for starting your body paragraphs! So for 200+ words and phrases for effectively starting a body paragraph, simply keep reading!

How to start a concluding paragraph

Concluding paragraphs are a little different to other paragraphs because they shouldn’t be presenting new evidence or arguments . Instead, you’re aiming to draw your arguments together neatly, and tie up loose ends.

You might find them as part of a smaller sub-section within a longer academic dissertation or thesis. Or as part of the conclusion of your essay.

When starting your conclusion it’s always a great idea to let your reader know they’ve arrived by signposting its purpose . This is especially true if your essay doesn’t contain any headers!

Here are some examples of how to kick off your concluding paragraph:

  • In conclusion, this paper has shown that …
  • In summary, we have found that …
  • A review of these analyses indicates that …
  • To conclude, this essay has demonstrated that we must act immediately if we want to halt the drastic dwindling of our global bee population.

How to start a paragraph: 200+ top words and phrases for a winning first sentence

Choosing the best start for your paragraph is all about understanding the purpose of this paragraph within the wider context of the preceding (and following) paragraphs and your essay as a whole.

Where does it fit into the structure of your essay? Is it:

  • Opening a new topic or theme?
  • Providing explanations or descriptions?
  • Continuing a list or sequence?
  • Providing evidence?
  • Presenting a different opinion or counter-argument?
  • Beginning an analysis?
  • Highlighting consequences?
  • Drawing a conclusion?

It’s important to be direct in how you start each paragraph – especially if you’re struggling to get your point across!

The best way to craft a killer first sentence is to be clear on what you want it to do . We’ve covered 12 options below, packed with vocab and examples to get you started …

And don’t forget to consider when you should start a new paragraph , and how long you want your paragraphs to be . Where you place your paragraph breaks will have a big effect on the kind of starting sentence you need !

Finally – remember that the best time to craft effective opening sentences is after you’ve written your first draft and decided on your paragraph breaks! You should already have all your ideas arranged into a logical order.

Showing structure and presenting concepts

This first type of paragraphs are commonly found throughout your essay, whether you’re introducing your ideas, providing evidence and data, or presenting results.

There a lots of useful types of connective words and phrases to help you kick off your paragraphs with clarity:

infographic with 200 connective words to help you start a paragraph

Most notable are the sequential signposting words , which you can use throughout your essay to guide your reader through the steps of your argument, or a list of related evidence, for example.

If you’re looking for something a little more specific, read on for four sets of example academic phrases to use to start a paragraph!

1.       Starting or continuing a sequence

One of the most important types of transitional phrases to help you start a paragraph is a sequential transition . These signposting transitions are great for academic arguments because they help you to present your points in order, without the reader getting lost along the way.

Sequential connectives and transitions create order within your narrative by highlighting the temporal relationship between your paragraphs. Think lists of events or evidence , or setting out the steps in your narrative .

You’ll often find them in combination with other paragraph-starting phrases ( have a look at the examples below to spot them !)

Why not try out some of these examples to help guide the readers of your essay?

  • Before considering X, it is important to note that …
  • Following on from Y, we should also consider …
  • The first notion to discuss is …
  • The next point to consider is …
  • Thirdly, we know that Y is also an important feature of …
  • As outlined in the previous paragraph, the next steps are to …
  • Having considered X, it is also necessary to explore Y …

2.       Providing evidence, examples or citations

Once you’ve made your claims or set out your ideas, it’s important to properly back them up. You’ll probably need to give evidence, quote experts and provide references throughout your essay .

If you’ve got more than one piece of evidence, it’s best to separate them out into individual paragraphs . Sequential signposting can be a helpful tool to help you and your reader keep track of your examples.

If your paragraph is all about giving evidence for a preceding statement, why not start with one of these phrases:

  • For example, X often …
  • This stance is clearly illustrated by …
  • Consider the example of Y, which …
  • This concept is well supported by …

If you want to quote or paraphrase a source or expert, a great way to start your paragraph is by introducing their views. You can also use phrases like these to help you clearly show their role in your essay:

  • [Author], in particular, has argued that …
  • According to [source], Y is heavily influenced by …
  • [Source] for example, demonstrates the validity of this assertion by …
  • This [counter-] argument is supported by evidence from X, which shows that …

Always remember to provide references for your sources in the manner most appropriate for your field ( i.e. footnotes, and author-date methods ).

3.       Giving emphasis to your point

Not all points and paragraphs in an essay are made equal. It’s natural you’ll want to highlight ideas and evidence for your reader to make sure they’re persuaded by your argument !

So, if you want to give emphasis to what you’re about to discuss, be obvious ! In fact, you may need to be more direct than you think:

  • This detail is significant because …
  • Undoubtedly, this experience was …
  • Certainly, there are ramifications for …
  • The last chapters, in particular, are revealing of X …

4.       Acknowledging uncertainty

In academia it’s common to find a little uncertainty in your evidence or results, or within the knowledge of your field . That’s true whether you’re a historian exploring artefacts from Ancient Greece, or a social scientist whose questionnaire results haven’t produced a clear answer.

Don’t hide from this uncertainty – it’s a great way to point ahead to future research that needs to be done. In fact, you might be doing it in your essay!

Why not try one of these examples to highlight the gaps in your academic field or experiment?

  • Whether X is actually the case remains a matter of debate, as current explorations cannot …
  • Although not proven, it is commonly understood that X …
  • Whilst the likelihood of X is debateable …
  • Given the age of the artifacts, it is impossible to say with accuracy whether Y …
  • Although we cannot know for sure, the findings above suggest that …
  • Untangling the causes of X is a complex matter and it is impossible to say for sure whether …

Showing the relationships between your points

As your essay progresses you will need to guide your reader through a succession of points, ideas and arguments by creating a narrative for them to follow. And important part of this task is the use of signposting to demonstrate the relationship between your paragraphs . Do they support each other? Do they present opposite sides of a debate?

Luckily there are lots of agreement , opposition and contextual connectives to help you increase your clarity:

infographic with connective words for showing relationships between paragraphs

Read on for four more sets of example academic phrases to help you present your ideas!

5.       Making a new point

If there’s no connection between your new paragraph and the preceding material, you’re probably starting a new topic, point or idea.

That means it’s less likely ( although not impossible ) that you’ll need transitional phrases . However, it’s still important to signpost the purpose and position of this new paragraph clearly for your reader.

  • We know that X …
  • This section of the essay discusses …
  • We should now turn to an exploration of Y …
  • We should begin with an overview of the situation for X …
  • Before exploring the two sides of the debate, it is important to consider …

You can find some great ideas and examples for starting a new topic in our how to start an essay article. Whilst they’re definitely applicable to introductions, these strategies can also work well for kicking off any new idea!

6.       Presenting accepted concepts

If you’re aiming to take a new stance or question an accepted understanding with your essay, a great way to start a paragraph is by clearly setting out the concepts you want to challenge .

These phrases are also an effective way to establish the context of your essay within your field:

  • It is commonly believed that …
  • The accepted interpretation of X is …
  • Until recently, it was thought that …
  • Historically, X has been treated as a case of …
  • Over the past two decades, scholars have approached X as an example of …
  • The most common interpretation of Y is …

7.       Adding similar points

Agreement connectives are an important tool in your arsenal for clearly indicating the continuation or positive relationship between similar ideas or evidence you’re presenting.

If you’re looking to continue your essay with a similar point, why not try one of these examples:

  • Another aspect of X is …
  • Another important point is …
  • By the same token, Y should be explored with equal retrospection for …
  • Moreover, an equally significant factor of X is …
  • We should also consider …
  • Proponents of Y frequently also suggested that …

8.       Demonstrating contrast

In contrast, if you’re looking to present a counter-argument, opposite side of a debate, or critique of the ideas, evidence or results in your preceding paragraph(s), you’ll need to turn to contradiction and opposition connectives.

These phrases will help you to clearly link your paragraphs whilst setting them in contrast within your narrative:

  • A contrary explanation is that …
  • On the other side of this debate,  X suggests that …
  • Given this understanding of X, it is surprising that Y …
  • On the other hand, critics of X point to …
  • Despite these criticisms, proponents of X continue to …
  • Whilst the discussion in the previous paragraph suggests X to be true, it fails to take into consideration Y …

Note : some paragraph-opening sentences can be modified using connective words to show either agreement or contrast! Here are some examples:

  • It could also be said that X does [not] …
  • It is [also] important to note that X … OR It is important, however, to note that X …
  • There is [also/however], a further point to be considered …

Presenting analyses, arguments and results

An important stage of any essay is the analysis – that’s when you bring your own arguments to the table, based on your data and results.

Signalling this clearly, therefore, is pretty important! Happily, there are plenty of connective words and phrases that can help you out:

infographic with connective words for signposting final arguments

Read on for four sets of example academic phrases to use to start your analysis, results and summary paragraphs!

9.       Conducting an analysis and constructing your argument

Once you’ve set out your evidence or data, it’s time to point out the connections within them. Or to analyse how they support the argument you want to make.

With humanities essays it is common to analyse the impact of your evidence as you present it. In contrast, sciences essays often contain a dedicated analysis section after the data has been presented.

You’ll probably need several analytical paragraphs to address each of your points. So, a great way to get started is to dive straight in by signposting the connections you want to make in each one:

  • Each of these arguments make an important contribution to X because …
  • In order to fully understand Y, we need to analyse the findings from …
  • Each model of X and Y changed throughout the experiment because …
  • Exploring this dataset reveals that, in fact, X is not as common as hypothesised …
  • Notwithstanding such limitations, this data still shows that …
  • Of central concern to Y, therefore, is the evidence that …
  • This interpretation of X is …
  • This critique implies that …
  • This approach is similar to that of Y, who, as we have seen above, argues that …
  • The resulting graphs suggest that …
  • Whilst conducting the survey, it was discovered that …

10.   Presenting results

Having completed your analyses of any evidence (and hopefully persuaded your reader of your argument), you may need to present your results. This is especially relevant for essays that examine a specific dataset after a survey or experiment .

If you want to signpost this section of your essay clearly, start your paragraph with a phrase like these:

  • The arguments presented above show that …
  • In this last analysis, we can see that X has shown …
  • As we have seen, the data gathered demonstrates that …
  • As demonstrated above, our understanding of X primarily stems from …

11.   Demonstrating cause and effect

When writing an academic essay you may often need to demonstrate the cause and effect relationship between your evidence or data, and your theories or results . Choosing the right connective phrases can be important for showing this relationship clearly to your reader.

Try one of these phrases to start your paragraph to clearly explain the consequences:

  • As a consequence, X cannot be said to …
  • Therefore, we can posit that …
  • Provided that X is indeed true, it has been shown that Y …
  • As such, it is necessary to note that …
  • For this reason, the decision was made to …
  • The evidence show that the primary cause of X was …
  • As a result of Y, it was found that …

12.   Summarising a topic or analysis

In general, summary paragraphs should not present any new evidence or arguments. Instead, they act as a reminder of the path your essay has taken so far.

Of course, these concluding paragraphs commonly occur at the end of an essay as part of your conclusion. However, they are also used to draw one point or stage of your argument to a close before the next begins .

Within a larger essay or dissertation, these interludes can be useful reminders for your reader as you transition between providing context, giving evidence, suggesting new approaches etc.

It’s worth noting that concluding your topic or analysis isn’t always the same as presenting results, although there can be some similarities in vocabulary.

Connect your arguments into summaries with clear linking phrases such as:

  • Altogether, these arguments demonstrate that …
  • Each of these arguments make an important contribution to our understanding of X …
  • From this overview of X and Y, we can conclude that …
  • We can therefore see that …
  • It was hypothesised that X, however, as we have seen …
  • Therefore, we can [clearly] see that …

Time to get writing your paragraphs!

And that’s it! You should now have a much-improved understanding of how to start a paragraph.

Whether you we’re worried about how to start your introductions or conclusions, or were wondering about specific types of body paragraphs, hopefully you’ve found what you need in the examples above .

If you need more writing advice to help you nail top marks for your essay, we’ve got a whole series of articles designed to improve your writing skills – perfect ! Have a read for top tips to for capturing easy marks 😊

You can learn:

  • how to create effective paragraphs
  • about the ideal length(s) for your paragraphs
  • how to start an essay AND how to structure an essay
  • the 70+ top connective words and phrases to improve your writing
  • how to signpost your essay for top marks
  • about improving clarity with easy proofreading tricks

Good luck completing your essay!

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How to Write a Critical Thinking Essay: Examples & Outline

Critical thinking is the process of evaluating and analyzing information. People who use it in everyday life are open to different opinions. They rely on reason and logic when making conclusions about certain issues.

A critical thinking essay shows how your thoughts change as you research your topic. This type of assignment encourages you to learn rather than prove what you already know. In this article, our custom writing team will:

  • explain how to write an excellent critical essay;
  • introduce 30 great essay topics;
  • provide a critical thinking essay example in MLA format.
  • 🤔 Critical Thinking Essay Definition
  • 💡 Topics & Questions
  • ✅ Step-by-Step Guide
  • 📑 Essay Example & Formatting Tips
  • ✍️ Bonus Tips

🔍 References

🤔 what is a critical thinking essay.

A critical thinking essay is a paper that analyses an issue and reflects on it in order to develop an action plan. Unlike other essay types, it starts with a question instead of a thesis. It helps you develop a broader perspective on a specific issue. Critical writing aims at improving your analytical skills and encourages asking questions.

Critical Thinking in Writing: Importance

When we talk about critical thinking and writing, the word “critical” doesn’t have any negative connotation. It simply implies thorough investigation, evaluation, and analysis of information. Critical thinking allows students to make objective conclusions and present their ideas logically. It also helps them avoid errors in reasoning.

The Basics: 8 Steps of Critical Thinking Psychology

Did you know that the critical thinking process consists of 8 steps? We’ve listed them below. You can try to implement them in your everyday life:

Identify the issue and describe it.
Decide what you want to do about the problem.
Find sources, analyze them, and draw necessary conclusions.
Come up with creative arguments using the information you’ve gathered and your imagination.
Arrange your ideas in a logical order.
Evaluate your options and alternatives and choose the one you prefer.
Think of how you can express your ideas to others.
Defend your point of view.

It’s possible that fallacies will occur during the process of critical thinking. Fallacies are errors in reasoning that fail to provide a reasonable conclusion. Here are some common types of fallacies:

  • Generalization . It happens when you apply generally factual statements to a specific case.
  • Ambiguity . It occurs when the arguments are not clear and are not supported by evidence.
  • Appeal to authority . This mistake happens when you claim the statement is valid only because a respected person made it.
  • Appeal to emotion . It occurs when you use highly emotive language to convince the audience. Try to stay sensible and rely on the evidence.
  • Bifurcation . This mistake occurs when you choose only between two alternatives when more than two exist.
  • False analogy . It happens when the examples are poorly connected.

If you want to avoid these mistakes, do the following:

  • try not to draw conclusions too quickly,
  • be attentive,
  • carefully read through all the sources,
  • avoid generalizations.

How to Demonstrate Your Critical Thinking in Writing

Critical thinking encourages you to go beyond what you know and study new perspectives. When it comes to demonstrating your critical thinking skills in writing, you can try these strategies:

  • Read . Before you start writing an essay, read everything you can find on the subject you are about to cover. Focus on the critical points of your assignment.
  • Research . Look up several scholarly sources and study the information in-depth.
  • Evaluate . Analyze the sources and the information you’ve gathered. See whether you can disagree with the authors.
  • Prove . Explain why you agree or disagree with the authors’ conclusions. Back it up with evidence.

According to Purdue University, logical essay writing is essential when you deal with academic essays. It helps you demonstrate and prove the arguments. Make sure that your paper reaches a logical conclusion.

There are several main concepts related to logic:

✔️ Premise A statement that is used as evidence in an argument.
✔️ Conclusion A claim that follows logically from the premises.
✔️ Syllogism A conclusion that follows from two other premises.
✔️ Argument A statement based on logical premises.

If you want your essay to be logical, it’s better to avoid syllogistic fallacies, which happen with certain invalid deductions. If syllogisms are used carelessly, they can lead to false statements and ruin the credibility of your paper.

💡 Critical Thinking Topics & Questions

An excellent critical thinking essay starts with a question. But how do you formulate it properly? Keep reading to find out.

How to Write Critical Thinking Questions: Examples with Answers

Asking the right questions is at the core of critical thinking. They challenge our beliefs and encourage our interest to learn more.

Here are some examples of model questions that prompt critical thinking:

  • What does… mean?
  • What would happen if…?
  • What are the principles of…?
  • Why is… important?
  • How does… affect…?
  • What do you think causes…?
  • How are… and… similar/different?
  • How do you explain….?
  • What are the implications of…?
  • What do we already know about…?

Now, let’s look at some critical thinking questions with the answers. You can use these as a model for your own questions:

Question: What would happen if people with higher income paid more taxes?

  • Answer: It would help society to prosper and function better. It would also help people out of poverty. This way, everyone can contribute to the economy.

Question: How does eating healthy benefit you?

  • Answer: Healthy eating affects people’s lives in many positive ways. It reduces cancer risk, improves your mood and memory, helps with weight loss and diabetes management, and improves your night sleep.

Critical Thinking Essay Topics

Have you already decided what your essay will be about? If not, feel free to use these essay topic examples as titles for your paper or as inspiration. Make sure to choose a theme that interests you personally:

  • What are the reasons for racism in healthcare?
  • Why is accepting your appearance important?
  • Concepts of critical thinking and logical reasoning .
  • Nature and spirit in Ralf Waldo Emerson’s poetry.
  • How does technological development affect communication in the modern world?
  • Social media effect on adolescents.
  • Is the representation of children in popular fiction accurate?
  • Domestic violence and its consequences.
  • Why is mutual aid important in society?
  • How do stereotypes affect the way people think?
  • The concept of happiness in different cultures.
  • The purpose of environmental art.
  • Why do people have the need to be praised?
  • How did antibiotics change medicine and its development?
  • Is there a way to combat inequality in sports?
  • Is gun control an effective way of crime prevention?
  • How our understanding of love changes through time.
  • The use of social media by the older generation.
  • Graffiti as a form of modern art.
  • Negative health effects of high sugar consumption.
  • Why are reality TV shows so popular?
  • Why should we eat healthily?
  • How effective and fair is the US judicial system?
  • Reasons of Cirque du Soleil phenomenon.
  • How can police brutality be stopped?
  • Freedom of speech: does it exist?
  • The effects of vaccination misconceptions.
  • How to eliminate New Brunswick’s demographic deficit: action plan.
  • What makes a good movie?
  • Critical analysis of your favorite book.
  • The connection between fashion and identity.
  • Taboo topics and how they are discussed in gothic literature.
  • Critical thinking essay on the problem of overpopulation.  
  • Does our lifestyle affect our mental health?
  • The role of self-esteem in preventing eating disorders in children. 
  • Drug abuse among teenagers.
  • Rhetoric on assisted suicide. 
  • Effects of violent video games on children’s mental health.
  • Analyze the effect stress has on the productivity of a team member.
  • Discuss the importance of the environmental studies.
  • Critical thinking and ethics of happy life.  
  • The effects of human dignity on the promotion of justice.
  • Examine the ethics of advertising the tobacco industry.
  • Reasons and possible solutions of research misconduct. 
  • Implication of parental deployment for children.
  • Cultural impact of superheroes on the US culture.
  • Examine the positive and negative impact of technology on modern society.
  • Critical thinking in literature: examples. 
  • Analyze the impact of COVID-19 pandemic on economic transformation.
  • Benefits and drawbacks of mandatory vaccination.

Haven’t found a suitable essay idea? Try using our topic generator !

✅ How to Write a Critical Thinking Essay Step by Step

Now, let’s focus on planning and writing your critical thinking essay. In this section, you will find an essay outline, examples of thesis statements, and a brief overview of each essay part.

Critical Thinking Essay Outline

In a critical thinking essay, there are two main things to consider: a premise and a conclusion :

  • A premise is a statement in the argument that explains the reason or supports a conclusion.
  • A conclusion indicates what the argument is trying to prove. Each argument can have only one conclusion.

When it comes to structuring, a critical thinking essay is very similar to any other type of essay. Before you start writing it, make sure you know what to include in it. An outline is very helpful when it comes to structuring a paper.

The picture enumerates the main parts of a critical essay outline: introduction, main body, conclusion.

How to Start a Critical Essay Introduction

An introduction gives readers a general idea of an essay’s contents. When you work on the introduction, imagine that you are drawing a map for the reader. It not only marks the final destination but also explains the route.

An introduction usually has 4 functions:

  • It catches the reader’s attention;
  • It states the essay’s main argument;
  • It provides some general information about the topic;
  • It shows the importance of the issue in question.

Here are some strategies that can make the introduction writing easier:

  • Give an overview of the essay’s topic.
  • Express the main idea.
  • Define the main terms.
  • Outline the issues that you are going to explore or argue about.
  • Explain the methodology and why you used it.
  • Write a hook to attract the reader’s attention.

Critical Analysis Thesis Statement & Examples

A thesis statement is an integral part of every essay. It keeps the paper organized and guides both the reader and the writer. A good thesis:

  • expresses the conclusion or position on a topic;
  • justifies your position or opinion with reasoning;
  • conveys one idea;
  • serves as the essay’s map.

To have a clearer understanding of what a good thesis is, let’s have a look at these examples.

Bad thesis statement example Good thesis statement example
Exercising is good for your health. All office workers should add exercising to their daily routine because it helps to maintain a healthy lifestyle and reduce stress levels.

The statement on the left is too general and doesn’t provide any reasoning. The one on the right narrows down the group of people to office workers and specifies the benefits of exercising.

Critical Thinking Essay Body Paragraphs: How to Write

Body paragraphs are the part of the essay where you discuss all the ideas and arguments. In a critical thinking essay, arguments are especially important. When you develop them, make sure that they:

  • reflect the key theme;
  • are supported by the sources/citations/examples.

Using counter-arguments is also effective. It shows that you acknowledge different points of view and are not easily persuaded.

In addition to your arguments, it’s essential to present the evidence . Demonstrate your critical thinking skills by analyzing each source and stating whether the author’s position is valid.

To make your essay logically flow, you may use transitions such as:

  • Accordingly,
  • For instance,
  • On the contrary,
  • In conclusion,
  • Not only… but also,
  • Undoubtedly.

How to Write a Critical Thinking Conclusion

In a critical thinking essay, the notion of “conclusion” is tightly connected to the one used in logic. A logical conclusion is a statement that specifies the author’s point of view or what the essay argues about. Each argument can have only one logical conclusion.

Sometimes they can be confused with premises. Remember that premises serve as a support for the conclusion. Unlike the conclusion, there can be several premises in a single argument. You can learn more about these concepts from the article on a logical consequence by Stanford Encyclopedia of Philosophy.

Keeping this in mind, have a look at these tips for finishing your essay:

  • Briefly sum up the main points.
  • Provide a final thought on the issue.
  • Suggest some results or consequences.
  • Finish up with a call for action.

📑 Critical Thinking Essays Examples & Formatting Tips

Formatting is another crucial aspect of every formal paper. MLA and APA are two popular formats when it comes to academic writing. They share some similarities but overall are still two different styles. Here are critical essay format guidelines that you can use as a reference:

APA formatMLA format
at the top of the page;
in the center of a new page in bold;

Finally, you’re welcome to check out a full critical essay sample in MLA format. Download the PDF file below:

Currently, the importance of critical thinking has grown rapidly because technological progress has led to expanded access to various content-making platforms: websites, online news agencies, and podcasts with, often, low-quality information. Fake news is used to achieve political and financial aims, targeting people with low news literacy. However, individuals can stop spreading fallacies by detecting false agendas with the help of a skeptical attitude.

✍️ Bonus Tips: Critical Thinking and Writing Exercises

Critical thinking is a process different from our regular thinking. When we think in everyday life, we do it automatically. However, when we’re thinking critically, we do it deliberately.

So how do we get better at this type of thinking and make it a habit? These useful tips will help you do it:

  • Ask basic questions. Sometimes, while we are doing research, the explanation becomes too complicated. To avoid it, always go back to your topic.
  • Question basic assumptions. When thinking through a problem, ask yourself whether your beliefs can be wrong. Keep an open mind while researching your question.
  • Think for yourself. Avoid getting carried away in the research and buying into other people’s opinions.
  • Reverse things. Sometimes it seems obvious that one thing causes another, but what if it’s the other way around?
  • Evaluate existing evidence. If you work with sources, it’s crucial to evaluate and question them.

Another way to improve your reasoning skills is to do critical thinking exercises. Here are some of them:

ExerciseTechniqueExplanation
Brainstorming Free-writing Choose a topic and write on it for 7-10 minutes straight. Don’t concern yourself with grammar.
Clustering Choose a keyword and write down the words that you associate with it. Keep doing that for 5-10 minutes.
Listing List down all the ideas that are concerning the subject you are about to explore.
Metaphor writing Write a metaphor or simile and explain why it works or what it means to you.
Journalistic questions Write questions such as “Who?” “When?” “Why?” “How?” Answer these questions in relation to your topic.
Organizing Drawing diagrams Jot down your main ideas and see if you can make a chart or form a shape depicting their relationship. 
Rewriting an idea Try briefly outlining the central idea over the course of several days and see how your thoughts change.
Solution writing Look at your idea through a problem-solving lens. Briefly describe the problem and then make a list of solutions.
Drafting Full draft writing Write a draft of a whole paper to see how you express ideas on paper.
Outlining Outline your essay to structure the ideas you have.
Writing with a timer Set a timer and write a draft within a set amount of time.
Revising Analyzing sentences Analyze your draft at the sentence level and see if your paper makes sense.
Underlying the main point Highlight the main point of your paper. Make sure it’s expressed clearly.
Outlining the draft Summarize every paragraph of your essay in one sentence.

Thanks for reading through our article! We hope that you found it helpful and learned some new information. If you liked it, feel free to share it with your friends.

Further reading:

  • Critical Writing: Examples & Brilliant Tips [2024]
  • How to Write a Rhetorical Analysis Essay: Outline, Steps, & Examples
  • How to Write an Analysis Essay: Examples + Writing Guide
  • How to Write a Critique Paper: Tips + Critique Essay Examples
  • How to Write a Literary Analysis Essay Step by Step
  • Critical Thinking and Writing: University of Kent
  • Steps to Critical Thinking: Rasmussen University
  • 3 Simple Habits to Improve Your Critical Thinking: Harvard Business Review
  • In-Class Writing Exercises: University of North Carolina at Chapel Hill
  • Demonstrating Critical Thinking in Writing: University of South Australia
  • 15 Questions that Teachers and Parents Can Ask Kids to Encourage Critical Thinking: The Hun School
  • Questions to Provoke Critical Thinking: Brown University
  • How to Write a College Critical Thinking Essay: Seattle PI
  • Introductions: What They Do: Royal Literary Fund
  • Thesis Statements: Arizona State University
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The New Ideas Needed for AGI

The strength of LLMs is also their weakness. A truly general intelligence may require a certainty in thinking and reasoning that cannot be found in language.

“Scale is not all you need. New ideas are needed.” And not just new ideas, but new benchmarks. This was the succinct contrarian perspective of ARC Prize and Zapier co-founder Mike Knoop when we talked to him on the most recent Training Data podcast episode. ARC Prize is based on a benchmark created by Knoop’s co-founder, François Chollet back in 2019 that has stubbornly resisted solving.

The current AI moment is all about the unreasonable effectiveness of scaling the transformer architecture and LLMs, leading to the toppling of one “human-level” benchmark after another. What’s different about ARC-AGI? Why are current methods ineffective against it? What exactly are the new ideas needed?

To start with, as Chollet claims, the ARC-AGI benchmark is hard in a way many other AI benchmarks are not. It was designed to be resistant to memorization despite the amount of data and compute thrown at it. It is easy for humans, but hard for AIs. In fact, its solution would mean that the system was able to learn a novel task from a very small amount of data—precisely the opposite of what is now possible.

The puzzle at the heart of the problem

Founders in the AI application space can see where customers are deploying LLM-based solutions—and more critically where they are not. It is no surprise that customer service is the leading outbound use case. It is a labor-intensive undertaking that has previously been automated badly, with notoriously low NPS scores. And there’s already a human in the loop, but with LLMs that engagement is limited to only escalated cases.

There are also many internal use cases that are able to save workers significant time even if they fail some of the time. But the big bottleneck to more widespread adoption of AI products is the lack of trust stemming from the unconstrained nature of LLMs. Workflow automation software, like Knoop’s Zapier, is formally verifiable to do what it says on the tin. LLMs, by contrast, can perform off-label fabrications (unpredictably) unless constrained by the structure of a robust cognitive architecture.

Knoop is a big admirer of Rich Sutton’s prescient essay, The Bitter Lesson (as is everyone we’ve talked to on the podcast). He points out that although Sutton is even more correct about the effectiveness of scaling learning and search today than he was five years ago, the one aspect of AI that has not benefited yet from scaling is architecture search itself. Indeed, the solutions that have been most effective so far against the ARC-AGI benchmark all explore architecture space in an automated and dynamic way, rather than hand-crafting static architectures as most researchers continue to do. 

Chollet defines AGI as the efficiency of acquiring new skills. The ARC-AGI benchmark itself is a set of 400 matrix puzzles that unambiguously describe patterns that humans are able to match intuitively based on a core set of knowledge priors, like symmetry and rotation, that machines have had difficulty learning precisely and reliably. Chollet designed the tasks so that a human-level score across the test set would mean that the system could efficiently learn a novel task in this highly variable but internally consistent puzzle space.

how to start off reasoning in an essay

What this suggests (and what contemporary neuroscience is proving ) is that there are non-linguistic aspects to thinking and reasoning that need to be represented with something other than language. All the words in the world wouldn’t provide sufficient training data to actually learn these priors. Solving ARC would seem to require different tokens learned in a different way from the likes of GPT-4o and Claude Sonnet.

Transforming the transformers

Knoop also observes that the transformer architecture is formally capable of representing very deep deductive reasoning chains with 100% accuracy, but what’s missing is the proper learning algorithm. The great progress with LLMs in the past few years—along with the explosion of available compute—may turn out to be necessary but not sufficient for AGI.

Benchmarks have a long history in AI, going back to the Turing test, which took 50 years to beat and yet proved nothing about the true nature of intelligence. The ARC-AGI benchmark provides a clear contrast to a previous challenge of intelligence called the Winograd Schema. Named after a pair of ambiguous sentences formulated by Stanford professor Terry Winograd (who, by the way, taught Google founders Sergey Brin and Larry Page), the schema was proposed in 2012 by Hector Levesque as an alternative to the Turing test. Although Winograd claimed in 1972 that such sentences would be impossible for computers to correctly disambiguate without “understanding” real world context, by 2019 a BERT language model was sufficiently powerful to claim 90% accuracy and the benchmark was considered solved.

ARC, by contrast, is constructed to model deterministic certainty. Each puzzle can be solved, and can be solved only one way. To learn such a set of puzzles is to learn a sense of invariance in the way that 1 + 1 = 2 or that a note is a pitch perfect C. This precision is exactly what’s missing in the intelligence generated by LLMs.

Knoop describes LLMs as “effectively doing very high dimensional memorization.” The power comes from running inference on the resulting models to generate high-dimensional output with the appearance of veracity. You can think of LLMs as looms on which you can weave digital media to order on demand.

The models that might win ARC would generate artifacts more solid and precise than these language looms—perhaps forges? What AGI requires is an armature flexible enough to learn new things but certain enough to be reliable about what it has learned. 

Outsiders wanted

What we want AI to learn—what we hope AGI will be—is obviously way beyond the two dimensional puzzles contained in the ARC test set. It would be easy to dismiss this benchmark as another toy problem without real world application. But the style of learning that a winning system implements will most likely be something new, something that goes beyond the scaling of data and compute that all of the current frontier labs are pursuing. Such an AGI would also likely be safer and slower to roll out, less a singularity than a continuation of human stair step technological progress.

An important part of the ARC Prize is promoting the open sourcing of solutions to the ARC-AGI benchmark. By calling attention to the problem, and offering more than $1M for a better than 85% solution, Knoop and Chollet hope to reshape the research space back towards the kinds of open collaboration that led to our current breakthroughs.

The big labs are also clearly exploring new ideas, but perhaps more as a side quest than a main quest. From our experience with founders we know that the singular focus of, as Factory’s Matan Grinberg says, being “more obsessed than everyone else working in this space” is what leads to breakthroughs.

Knoop and Chollet’s quest to advance progress on an unmoved benchmark has echoes of Patrick Collison’s calls for increasing the velocity of science through developing more agile and interdisciplinary institutions . When we asked Knoop who he thought would provide the winning solution to ARC Prize he said, “I think it’s going to come from an outsider, somebody who just thinks a little bit differently or has a different set of life experience, or they’re able to cross pollinate a couple of really important ideas across fields.”

Related Topics

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Zapier’s Mike Knoop on ARC Prize and AGI

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how to start off reasoning in an essay

“Goldilocks” Agents and Cognitive Architectures

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What happened to the artificial-intelligence revolution?

So far the technology has had almost no economic impact.

Dollars signs made out of zeroes on a background of ones.

M ove to San Francisco and it is hard not to be swept up by mania over artificial intelligence ( AI ) . Advertisements tell you about how the tech will revolutionise your workplace. In bars people speculate about when the world will “get AGI ”, or when machines will become more advanced than humans. The five big tech firms—Alphabet, Amazon , Apple , Meta and Microsoft, all of which have either headquarters or outposts nearby—are investing vast sums. This year they are budgeting an estimated $400bn for capital expenditures, mostly on AI -related hardware, and for research and development.

In the world’s tech capital it is taken as read that AI will transform the global economy. But for ai to fulfil its potential, firms everywhere need to buy big tech’s AI , shape it to their needs and become more productive as a result. Investors have added $2trn to the market value of the five big tech firms in the past year—in effect projecting an additional $300bn-400bn in annual revenues according to our rough estimates, about the same as another Apple’s worth of annual sales. For now, though, the tech titans are miles from such results. Even bullish analysts think Microsoft will only make about $10bn from generative- AI -related sales this year. Beyond America’s west coast, there is little sign AI is having much of an effect on anything.

One problem is the rate of adoption. Reputable companies are putting out startling estimates of how many people are using generative AI . Close to two-thirds of respondents to a recent survey by McKinsey, a consultancy, say that their company is “regularly using” the tech, nearly twice as many as the year before. A report by Microsoft and LinkedIn, an online platform for professionals, finds that 75% of global “knowledge workers” (folk who sit in front of a computer) use it. People are, on such accounts, already in an AI world.

how to start off reasoning in an essay

And in a sense, they are. Almost everyone uses AI when they search for something on Google or pick a song on Spotify. But the incorporation of AI into business processes remains a niche pursuit. Official statistics agencies ask AI -related questions to businesses of all varieties, and in a wider range of industries than do Microsoft and LinkedIn. America’s Census Bureau produces the best estimates. It finds that only 5% of businesses have used AI in the past fortnight (see chart 1). Even in San Francisco many techies admit, when pressed, that they do not fork out $20 a month for the best version of Chat GPT .

It is a similar story elsewhere. According to official Canadian numbers, 6% of the country’s firms used AI to make goods and provide services in the past 12 months. British surveys suggest use there is higher—at 20% of all businesses in March—though the questions are asked differently. And even in Britain use is growing slowly. The same share used AI last September.

Concerns about data security, biased algorithms and hallucinations are slowing the roll-out. McDonald’s, a fast-food chain, recently canned a trial that used AI to take customers’ drive-through orders after the system started making errors, such as adding $222-worth of chicken nuggets to one diner’s bill. A consultant says that some of his clients are struck with “pilotitis”, an affliction whereby too many small AI projects make it hard to identify where to invest. Other firms are holding off on big projects because AI is developing so fast, meaning it is easy to splash out on tech that will soon be out of date.

Companies that are going beyond experimentation are using generative AI for a narrow range of tasks. Streamlining customer service is perhaps most common. ADP , a payroll firm, boasts of “a new feature that enables our small-business clients to…leverage gen AI to answer questions and better understand how to initiate an HR action”. Other firms use the tech for marketing. Verizon, a telecoms firm, says that it employs AI to create a better “personalised plan recommendation” for its customers; Starbucks, a coffee chain, uses it to make “more personalised customer offers”.

how to start off reasoning in an essay

If you think that such efforts seem unimpressive, you are not alone. Goldman Sachs has constructed a stockmarket index tracking firms that, in the bank’s view, have “the largest estimated potential change to baseline earnings from AI adoption via increased productivity”. The index includes firms such as Walmart, a grocer, and H & R Block, a tax-preparation outfit. Since the end of 2022 these companies’ share prices have failed to outperform the broader stockmarket (see chart 2). In other words, investors see no prospect of extra profits. The tech could even be distracting executives from more pressing matters.

What of the anecdotes that some firms are using AI to transform their operations? Klarna is one frequently cited example. The online financial-services firm recently claimed its AI assistant was doing the work of 700 full-time customer-service agents. Its boss says that, as a result of the tech, employment at the company is falling by a fifth each year. Yet this is, at best, an incomplete picture. Klarna is looking to go public before long: talking about its use of AI drums up press. According to data from CB Insights, a consultancy, Klarna’s headcount started to drop long before AI came on the scene. The company is worth perhaps half as much as it was in 2021. If it is now cutting employees, overhiring during the covid-19 pandemic deserves as much blame as AI takes credit.

Indeed, there is no sign in the macroeconomic data of a surge in lay-offs. Kristalina Georgieva, head of the IMF , recently warned that AI would hit the labour market like “a tsunami”. For now, however, unemployment across the rich world is below 5%, close to to an all-time low. The share of rich-world workers in a job is near an all-time high. Wage growth also remains strong, which is hard to square with an environment where workers’ bargaining power is supposedly fading.

how to start off reasoning in an essay

Nor does an AI effect emerge if you dig more deeply into the numbers. Workers are not moving between companies faster than usual, as would probably happen if lots of jobs were being destroyed. Using American data on employment by occupation, we focus on white-collar workers, who range from back-office support to copywriters. Such roles are thought to be vulnerable to AI , which is becoming better at tasks that involve logical reasoning and creativity. Despite this, the share of employment in white-collar professions is a percentage point higher than before the pandemic (see chart 3).

Some economists think AI will transform the global economy without booting people out of jobs. Collaboration with a virtual assistant may improve performance. A new paper by Anders Humlum of the University of Chicago and Emilie Vestergaard of Copenhagen University surveys 100,000 Danish workers. The average respondent estimates Chat GPT can halve time spent on about a third of work tasks, in theory a big boost to efficiency.

how to start off reasoning in an essay

Yet macroeconomic data also show little evidence of a surge in productivity. The latest estimates, using official figures, suggest that real output per employee in the median rich country is not growing at all. In America, the global centre of AI , output per hour remains below its pre-2020 trend. Even in global data derived from surveys of purchasing managers, which are produced with a shorter lag, there is no sign of a productivity surge (see chart 4).

For such a spurt, firms need to invest in AI . Besides big tech—which is anyway spending chiefly to develop AI products for others, rather than to boost its own productivity—most companies are not really doing so. Capex among the rest of the S & P 500, made up of America’s largest firms, is likely to fall this year in real terms. Across America’s economy as a whole, it is hardly rising. Overall business investment in information-processing equipment and software is rising by 5% year on year in real terms, well below the long-run average. Across the rich world, investment is rising more slowly than during the 2010s.

In time, businesses may wake up to the true potential of AI . Most technological waves, from the tractor and electricity to the personal computer, take a while to spread across the economy. Indeed, on the assumption that big tech’s AI revenues grow by an average of 20% a year, investors expect that almost all of big tech’s earnings from AI will arrive after 2032, according to our analysis. If an AI bonanza does eventually materialise, expect the share prices of the users of AI , not only the providers, to soar. But if worries about ai grow, big tech’s capex plans will start to look as extravagant as its valuations. ■

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COMMENTS

  1. Sentence Starters ⇒ Words and Phrases to Start Sentences

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    An argumentative essay presents a specific claim or argument and supports it with evidence and reasoning. Here's an outline for an argumentative essay, along with examples for each section: 3. 1. Introduction: Hook: Start with a compelling statement, question, or anecdote to grab the reader's attention.

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    Words to Start a Conclusion Paragraph. The conclusion paragraph wraps up your essay and leaves a lasting impression on the reader. It should convincingly summarize your thesis and main points. For more tips on writing a compelling conclusion, consider the following examples of ways to say "in conclusion": In summary, [topic] demonstrates…

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    Here are the key takeaways for how to write essay introduction: 3. Hook the Reader: Start with an engaging hook to grab the reader's attention. This could be a compelling question, a surprising fact, a relevant quote, or an anecdote. Provide Background: Give a brief overview of the topic, setting the context and stage for the discussion.

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