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It’s the roadmap to your essay, it’s the forecast for your argument, it’s...your introduction paragraph, and writing one can feel pretty intimidating. The introduction paragraph is a part of just about every kind of academic writing , from persuasive essays to research papers. But that doesn’t mean writing one is easy!

If trying to write an intro paragraph makes you feel like a Muggle trying to do magic, trust us: you aren’t alone. But there are some tips and tricks that can make the process easier—and that’s where we come in.

In this article, we’re going to explain how to write a captivating intro paragraph by covering the following info:  

• A discussion of what an introduction paragraph is and its purpose in an essay
• An overview of the most effective introduction paragraph format, with explanations of the three main parts of an intro paragraph
• An analysis of real intro paragraph examples, with a discussion of what works and what doesn’t
• A list of four top tips on how to write an introduction paragraph

Are you ready? Let’s begin!

What Is an Introduction Paragraph? 

An introduction paragraph is the first paragraph of an essay , paper, or other type of academic writing. Argumentative essays , book reports, research papers, and even personal  essays are common types of writing that require an introduction paragraph. Whether you’re writing a research paper for a science course or an argumentative essay for English class , you’re going to have to write an intro paragraph. 

So what’s the purpose of an intro paragraph? As a reader’s first impression of your essay, the intro paragraph should introduce the topic of your paper. 

Your introduction will also state any claims, questions, or issues that your paper will focus on. This is commonly known as your paper’s thesis . This condenses the overall point of your paper into one or two short sentences that your reader can come back and reference later.

But intro paragraphs need to do a bit more than just introduce your topic. An intro paragraph is also supposed to grab your reader’s attention. The intro paragraph is your chance to provide just enough info and intrigue to make your reader say, “Hey, this topic sounds interesting. I think I’ll keep reading this essay!” That can help your essay stand out from the crowd.

In most cases, an intro paragraph will be relatively short. A good intro will be clear, brief, purposeful, and focused. While there are some exceptions to this rule, it’s common for intro paragraphs to consist of three to five sentences . 

Effectively introducing your essay’s topic, purpose, and getting your reader invested in your essay sounds like a lot to ask from one little paragraph, huh? In the next section, we’ll demystify the intro paragraph format by breaking it down into its core parts . When you learn how to approach each part of an intro, writing one won’t seem so scary!

Once you figure out the three parts of an intro paragraph, writing one will be a piece of cake!

The 3 Main Parts of an Intro Paragraph

In general, an intro paragraph is going to have three main parts: a hook, context, and a thesis statement . Each of these pieces of the intro plays a key role in acquainting the reader with the topic and purpose of your essay. 

Below, we’ll explain how to start an introduction paragraph by writing an effective hook, providing context, and crafting a thesis statement. When you put these elements together, you’ll have an intro paragraph that does a great job of making a great first impression on your audience!

Intro Paragraph Part 1: The Hook

When it comes to how to start an introduction paragraph, o ne of the most common approaches is to start with something called a hook. 

What does hook mean here, though? Think of it this way: it’s like when you start a new Netflix series: you look up a few hours (and a few episodes) later and you say, “Whoa. I guess I must be hooked on this show!” 

That’s how the hook is supposed to work in an intro paragrap h: it should get your reader interested enough that they don’t want to press the proverbial “pause” button while they’re reading it . In other words, a hook is designed to grab your reader’s attention and keep them reading your essay! 

This means that the hook comes first in the intro paragraph format—it’ll be the opening sentence of your intro. 

It’s important to realize  that there are many different ways to write a good hook. But generally speaking, hooks must include these two things: what your topic is, and the angle you’re taking on that topic in your essay. 

One approach to writing a hook that works is starting with a general, but interesting, statement on your topic. In this type of hook, you’re trying to provide a broad introduction to your topic and your angle on the topic in an engaging way . 

For example, if you’re writing an essay about the role of the government in the American healthcare system, your hook might look something like this: 

There's a growing movement to require that the federal government provide affordable, effective healthcare for all Americans. 

This hook introduces the essay topic in a broad way (government and healthcare) by presenting a general statement on the topic. But the assumption presented in the hook can also be seen as controversial, which gets readers interested in learning more about what the writer—and the essay—has to say.

In other words, the statement above fulfills the goals of a good hook: it’s intriguing and provides a general introduction to the essay topic.

Intro Paragraph Part 2: Context

Once you’ve provided an attention-grabbing hook, you’ll want to give more context about your essay topic. Context refers to additional details that reveal the specific focus of your paper. So, whereas the hook provides a general introduction to your topic, context starts helping readers understand what exactly you’re going to be writing about

You can include anywhere from one to several sentences of context in your intro, depending on your teacher’s expectations, the length of your paper, and complexity of your topic. In these context-providing sentences, you want to begin narrowing the focus of your intro. You can do this by describing a specific issue or question about your topic that you’ll address in your essay. It also helps readers start to understand why the topic you’re writing about matters and why they should read about it. 

So, what counts as context for an intro paragraph? Context can be any important details or descriptions that provide background on existing perspectives, common cultural attitudes, or a specific situation or controversy relating to your essay topic. The context you include should acquaint your reader with the issues, questions, or events that motivated you to write an essay on your topic...and that your reader should know in order to understand your thesis. 

For instance, if you’re writing an essay analyzing the consequences of sexism in Hollywood, the context you include after your hook might make reference to the #metoo and #timesup movements that have generated public support for victims of sexual harassment. 

The key takeaway here is that context establishes why you’re addressing your topic and what makes it important. It also sets you up for success on the final piece of an intro paragraph: the thesis statement.

Elle Woods' statement offers a specific point of view on the topic of murder...which means it could serve as a pretty decent thesis statement!

Intro Paragraph Part 3: The Thesis

The final key part of how to write an intro paragraph is the thesis statement. The thesis statement is the backbone of your introduction: it conveys your argument or point of view on your topic in a clear, concise, and compelling way . The thesis is usually the last sentence of your intro paragraph. 

Whether it’s making a claim, outlining key points, or stating a hypothesis, your thesis statement will tell your reader exactly what idea(s) are going to be addressed in your essay. A good thesis statement will be clear, straightforward, and highlight the overall point you’re trying to make.

Some instructors also ask students to include an essay map as part of their thesis. An essay map is a section that outlines the major topics a paper will address. So for instance, say you’re writing a paper that argues for the importance of public transport in rural communities. Your thesis and essay map might look like this: 

Having public transport in rural communities helps people improve their economic situation by giving them reliable transportation to their job, reducing the amount of money they spend on gas, and providing new and unionized work .

The underlined section is the essay map because it touches on the three big things the writer will talk about later. It literally maps out the rest of the essay!

So let’s review: Your thesis takes the idea you’ve introduced in your hook and context and wraps it up. Think of it like a television episode: the hook sets the scene by presenting a general statement and/or interesting idea that sucks you in. The context advances the plot by describing the topic in more detail and helping readers understand why the topic is important. And finally, the thesis statement provides the climax by telling the reader what you have to say about the topic. 

The thesis statement is the most important part of the intro. Without it, your reader won’t know what the purpose of your essay is! And for a piece of writing to be effective, it needs to have a clear purpose. Your thesis statement conveys that purpose , so it’s important to put careful thought into writing a clear and compelling thesis statement. 

How To Write an Introduction Paragraph: Example and Analysis

Now that we’ve provided an intro paragraph outline and have explained the three key parts of an intro paragraph, let’s take a look at an intro paragraph in action.

To show you how an intro paragraph works, we’ve included a sample introduction paragraph below, followed by an analysis of its strengths and weaknesses.

Example of Introduction Paragraph

While college students in the U.S. are struggling with how to pay for college, there is another surprising demographic that’s affected by the pressure to pay for college: families and parents. In the face of tuition price tags that total more than $100,000 (as a low estimate), families must make difficult decisions about how to save for their children’s college education. Charting a feasible path to saving for college is further complicated by the FAFSA’s estimates for an “Expected Family Contribution”—an amount of money that is rarely feasible for most American families. Due to these challenging financial circumstances and cultural pressure to give one’s children the best possible chance of success in adulthood, many families are going into serious debt to pay for their children’s college education. The U.S. government should move toward bearing more of the financial burden of college education. 

Example of Introduction Paragraph: Analysis

Before we dive into analyzing the strengths and weaknesses of this example intro paragraph, let’s establish the essay topic. The sample intro indicates that t he essay topic will focus on one specific issue: who should cover the cost of college education in the U.S., and why. Both the hook and the context help us identify the topic, while the thesis in the last sentence tells us why this topic matters to the writer—they think the U.S. Government needs to help finance college education. This is also the writer’s argument, which they’ll cover in the body of their essay. 

Now that we’ve identified the essay topic presented in the sample intro, let’s dig into some analysis. To pin down its strengths and weaknesses, we’re going to use the following three questions to guide our example of introduction paragraph analysis: 

• Does this intro provide an attention-grabbing opening sentence that conveys the essay topic? 
• Does this intro provide relevant, engaging context about the essay topic? 
• Does this intro provide a thesis statement that establishes the writer’s point of view on the topic and what specific aspects of the issue the essay will address? 

Now, let’s use the questions above to analyze the strengths and weaknesses of this sample intro paragraph. 

Does the Intro Have a Good Hook? 

First, the intro starts out with an attention-grabbing hook . The writer starts by presenting  an assumption (that the U.S. federal government bears most of the financial burden of college education), which makes the topic relatable to a wide audience of readers. Also note that the hook relates to the general topic of the essay, which is the high cost of college education. 

The hook then takes a surprising turn by presenting a counterclaim : that American families, rather than students, feel the true burden of paying for college. Some readers will have a strong emotional reaction to this provocative counterclaim, which will make them want to keep reading! As such, this intro provides an effective opening sentence that conveys the essay topic. 

Does the Intro Give Context?

T he second, third, and fourth sentences of the intro provide contextual details that reveal the specific focus of the writer’s paper . Remember: the context helps readers start to zoom in on what the paper will focus on, and what aspect of the general topic (college costs) will be discussed later on. 

The context in this intro reveals the intent and direction of the paper by explaining why the issue of families financing college is important. In other words, the context helps readers understand why this issue matters , and what aspects of this issue will be addressed in the paper.  

To provide effective context, the writer refers to issues (the exorbitant cost of college and high levels of family debt) that have received a lot of recent scholarly and media attention. These sentences of context also elaborate on the interesting perspective included in the hook: that American families are most affected by college costs.

Does the Intro Have a Thesis? 

Finally, this intro provides a thesis statement that conveys the writer’s point of view on the issue of financing college education. This writer believes that the U.S. government should do more to pay for students’ college educations. 

However, the thesis statement doesn’t give us any details about why the writer has made this claim or why this will help American families . There isn’t an essay map that helps readers understand what points the writer will make in the essay.

To revise this thesis statement so that it establishes the specific aspects of the topic that the essay will address, the writer could add the following to the beginning of the thesis statement:

The U.S. government should take on more of the financial burden of college education because other countries have shown this can improve education rates while reducing levels of familial poverty.

Check out the new section in bold. Not only does it clarify that the writer is talking about the pressure put on families, it touches on the big topics the writer will address in the paper: improving education rates and reduction of poverty. So not only do we have a clearer argumentative statement in this thesis, we also have an essay map!  

So, let’s recap our analysis. This sample intro paragraph does an effective job of providing an engaging hook and relatable, interesting context, but the thesis statement needs some work ! As you write your own intro paragraphs, you might consider using the questions above to evaluate and revise your work. Doing this will help ensure you’ve covered all of your bases and written an intro that your readers will find interesting!

4 Tips for How To Write an Introduction Paragraph

Now that we’ve gone over an example of introduction paragraph analysis, let’s talk about how to write an introduction paragraph of your own. Keep reading for four tips for writing a successful intro paragraph for any essay. 

Tip 1: Analyze Your Essay Prompt

If you’re having trouble with how to start an introduction paragraph, analyze your essay prompt! Most teachers give you some kind of assignment sheet, formal instructions, or prompt to set the expectations for an essay they’ve assigned, right? Those instructions can help guide you as you write your intro paragraph!

Because they’ll be reading and responding to your essay, you want to make sure you meet your teacher’s expectations for an intro paragraph . For instance, if they’ve provided specific instructions about how long the intro should be or where the thesis statement should be located, be sure to follow them!

The type of paper you’re writing can give you clues as to how to approach your intro as well. If you’re writing a research paper, your professor might expect you to provide a research question or state a hypothesis in your intro. If you’re writing an argumentative essay, you’ll need to make sure your intro overviews the context surrounding your argument and your thesis statement includes a clear, defensible claim. 

Using the parameters set out by your instructor and assignment sheet can put some easy-to-follow boundaries in place for things like your intro’s length, structure, and content. Following these guidelines can free you up to focus on other aspects of your intro... like coming up with an exciting hook and conveying your point of view on your topic!

Tip 2: Narrow Your Topic

You can’t write an intro paragraph without first identifying your topic. To make your intro as effective as possible, you need to define the parameters of your topic clearly—and you need to be specific. 

For example, let’s say you want to write about college football. “NCAA football” is too broad of a topic for a paper. There is a lot to talk about in terms of college football! It would be tough to write an intro paragraph that’s focused, purposeful, and engaging on this topic. In fact, if you did try to address this whole topic, you’d probably end up writing a book!

Instead, you should narrow broad topics to  identify a specific question, claim, or issue pertaining to some aspect of NCAA football for your intro to be effective. So, for instance, you could frame your topic as, “How can college professors better support NCAA football players in academics?” This focused topic pertaining to NCAA football would give you a more manageable angle to discuss in your paper.

So before you think about writing your intro, ask yourself: Is my essay topic specific, focused, and logical? Does it convey an issue or question that I can explore over the course of several pages? Once you’ve established a good topic, you’ll have the foundation you need to write an effective intro paragraph . 

Once you've figured out your topic, it's time to hit the books!

Tip 3: Do Your Research

This tip is tightly intertwined with the one above, and it’s crucial to writing a good intro: do your research! And, guess what? This tip applies to all papers—even ones that aren’t technically research papers. 

Here’s why you need to do some research: getting the lay of the land on what others have said about your topic—whether that’s scholars and researchers or the mass media— will help you narrow your topic, write an engaging hook, and provide relatable context. 

You don't want to sit down to write your intro without a solid understanding of the different perspectives on your topic. Whether those are the perspectives of experts or the general public, these points of view will help you write your intro in a way that is intriguing and compelling for your audience of readers. 

Tip 4: Write Multiple Drafts

Some say to write your intro first; others say write it last. The truth is, there isn’t a right or wrong time to write your intro—but you do need to have enough time to write multiple drafts . 

Oftentimes, your professor will ask you to write multiple drafts of your paper, which gives you a built-in way to make sure you revise your intro. Another approach you could take is to write out a rough draft of your intro before you begin writing your essay, then revise it multiple times as you draft out your paper. 

Here’s why this approach can work: as you write your paper, you’ll probably come up with new insights on your topic that you didn’t have right from the start. You can use these “light bulb” moments to reevaluate your intro and make revisions that keep it in line with your developing essay draft. 

Once you’ve written your entire essay, consider going back and revising your intro again . You can ask yourself these questions as you evaluate your intro: 

• Is my hook still relevant to the way I’ve approached the topic in my essay?
• Do I provide enough appropriate context to introduce my essay? 
• Now that my essay is written, does my thesis statement still accurately reflect the point of view that I present in my essay?

Using these questions as a guide and putting your intro through multiple revisions will help ensure that you’ve written the best intro for the final draft of your essay. Also, revising your writing is always a good thing to do—and this applies to your intro, too!

What's Next?

Your college essays also need great intro paragraphs. Here’s a guide that focuses on how to write the perfect intro for your admissions essays. 

Of course, the intro is just one part of your college essay . This article will teach you how to write a college essay that makes admissions counselors sit up and take notice.

Are you trying to write an analytical essay? Our step-by-step guide can help you knock it out of the park.

Ashley Sufflé Robinson has a Ph.D. in 19th Century English Literature. As a content writer for PrepScholar, Ashley is passionate about giving college-bound students the in-depth information they need to get into the school of their dreams.

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How to Begin an Essay: 13 Engaging Strategies

ThoughtCo / Hugo Lin

• Ph.D., Rhetoric and English, University of Georgia
• M.A., Modern English and American Literature, University of Leicester
• B.A., English, State University of New York

An effective introductory paragraph both informs and motivates. It lets readers know what your essay is about and it encourages them to keep reading.

There are countless ways to begin an essay effectively. As a start, here are 13 introductory strategies accompanied by examples from a wide range of professional writers.

State Your Thesis Briefly and Directly

But avoid making your thesis a bald announcement, such as "This essay is about...". 

"It is time, at last, to speak the truth about Thanksgiving, and the truth is this. Thanksgiving is really not such a terrific holiday...." (Michael J. Arlen, "Ode to Thanksgiving." The Camera Age: Essays on Television . Penguin, 1982)

Pose a Question Related to Your Subject

Follow up the question with an answer, or an invitation for your readers to answer the question.

"What is the charm of necklaces? Why would anyone put something extra around their neck and then invest it with special significance? A necklace doesn't afford warmth in cold weather, like a scarf, or protection in combat, like chain mail; it only decorates. We might say, it borrows meaning from what it surrounds and sets off, the head with its supremely important material contents, and the face, that register of the soul. When photographers discuss the way in which a photograph reduces the reality it represents, they mention not only the passage from three dimensions to two, but also the selection of a point de vue that favors the top of the body rather than the bottom, and the front rather than the back. The face is the jewel in the crown of the body, and so we give it a setting." (Emily R. Grosholz, "On Necklaces." Prairie Schooner , Summer 2007)

State an Interesting Fact About Your Subject

" The peregrine falcon was brought back from the brink of extinction by a ban on DDT, but also by a peregrine falcon mating hat invented by an ornithologist at Cornell University. If you cannot buy this, Google it. Female falcons had grown dangerously scarce. A few wistful males nevertheless maintained a sort of sexual loitering ground. The hat was imagined, constructed, and then forthrightly worn by the ornithologist as he patrolled this loitering ground, singing, Chee-up! Chee-up! and bowing like an overpolite Japanese Buddhist trying to tell somebody goodbye...." (David James Duncan, "Cherish This Ecstasy." The Sun , July 2008)

Present Your Thesis as a Recent Discovery or Revelation

"I've finally figured out the difference between neat people and sloppy people. The distinction is, as always, moral. Neat people are lazier and meaner than sloppy people." (Suzanne Britt Jordan, "Neat People vs. Sloppy People." Show and Tell . Morning Owl Press, 1983)

Briefly Describe the Primary Setting of Your Essay

"It was in Burma, a sodden morning of the rains. A sickly light, like yellow tinfoil, was slanting over the high walls into the jail yard. We were waiting outside the condemned cells, a row of sheds fronted with double bars, like small animal cages. Each cell measured about ten feet by ten and was quite bare within except for a plank bed and a pot of drinking water. In some of them brown silent men were squatting at the inner bars, with their blankets draped round them. These were the condemned men, due to be hanged within the next week or two." (George Orwell, "A Hanging," 1931)

Recount an Incident That Dramatizes Your Subject

"One October afternoon three years ago while I was visiting my parents, my mother made a request I dreaded and longed to fulfill. She had just poured me a cup of Earl Grey from her Japanese iron teapot, shaped like a little pumpkin; outside, two cardinals splashed in the birdbath in the weak Connecticut sunlight. Her white hair was gathered at the nape of her neck, and her voice was low. “Please help me get Jeff’s pacemaker turned off,” she said, using my father’s first name. I nodded, and my heart knocked." (Katy Butler, "What Broke My Father's Heart." The New York Times Magazine , June 18, 2010)

Use the Narrative Strategy of Delay

The narrative strategy of delay allows you to put off identifying your subject just long enough to pique your readers' interest without frustrating them. 

"They woof. Though I have photographed them before, I have never heard them speak, for they are mostly silent birds. Lacking a syrinx, the avian equivalent of the human larynx, they are incapable of song. According to field guides the only sounds they make are grunts and hisses, though the Hawk Conservancy in the United Kingdom reports that adults may utter a croaking coo and that young black vultures, when annoyed, emit a kind of immature snarl...." (Lee Zacharias, "Buzzards." Southern Humanities Review , 2007)

Use the Historical Present Tense

An effective method of beginning an essay is to use historical present tense to relate an incident from the past as if it were happening now. 

"Ben and I are sitting side by side in the very back of his mother’s station wagon. We face glowing white headlights of cars following us, our sneakers pressed against the back hatch door. This is our joy—his and mine—to sit turned away from our moms and dads in this place that feels like a secret, as though they are not even in the car with us. They have just taken us out to dinner, and now we are driving home. Years from this evening, I won’t actually be sure that this boy sitting beside me is named Ben. But that doesn’t matter tonight. What I know for certain right now is that I love him, and I need to tell him this fact before we return to our separate houses, next door to each other. We are both five." (Ryan Van Meter, "First." The Gettysburg Review , Winter 2008)

Briefly Describe a Process That Leads Into Your Subject

"I like to take my time when I pronounce someone dead. The bare-minimum requirement is one minute with a stethoscope pressed to someone’s chest, listening for a sound that is not there; with my fingers bearing down on the side of someone’s neck, feeling for an absent pulse; with a flashlight beamed into someone’s fixed and dilated pupils, waiting for the constriction that will not come. If I’m in a hurry, I can do all of these in sixty seconds, but when I have the time, I like to take a minute with each task." (Jane Churchon, "The Dead Book." The Sun , February 2009)

Reveal a Secret or Make a Candid Observation

"I spy on my patients. Ought not a doctor to observe his patients by any means and from any stance, that he might the more fully assemble evidence? So I stand in doorways of hospital rooms and gaze. Oh, it is not all that furtive an act. Those in bed need only look up to discover me. But they never do." ( Richard Selzer , "The Discus Thrower." Confessions of a Knife . Simon & Schuster, 1979)

Open with a Riddle, Joke, or Humorous Quotation

You can use a riddle , joke, or humorous quotation to reveal something about your subject. 

" Q: What did Eve say to Adam on being expelled from the Garden of Eden? A: 'I think we're in a time of transition.' The irony of this joke is not lost as we begin a new century and anxieties about social change seem rife. The implication of this message, covering the first of many periods of transition, is that change is normal; there is, in fact, no era or society in which change is not a permanent feature of the social landscape...." (Betty G. Farrell, Family: The Making of an Idea, an Institution, and a Controversy in American Culture . Westview Press, 1999)

Offer a Contrast Between Past and Present

"As a child, I was made to look out the window of a moving car and appreciate the beautiful scenery, with the result that now I don't care much for nature. I prefer parks, ones with radios going chuckawaka chuckawaka and the delicious whiff of bratwurst and cigarette smoke." (Garrison Keillor, "Walking Down The Canyon." Time , July 31, 2000)

Offer a Contrast Between Image and Reality

A compelling essay can begin with a contrast between a common misconception and the opposing truth. 

"They aren’t what most people think they are. Human eyes, touted as ethereal objects by poets and novelists throughout history, are nothing more than white spheres, somewhat larger than your average marble, covered by a leather-like tissue known as sclera and filled with nature’s facsimile of Jell-O. Your beloved’s eyes may pierce your heart, but in all likelihood they closely resemble the eyes of every other person on the planet. At least I hope they do, for otherwise he or she suffers from severe myopia (near-sightedness), hyperopia (far-sightedness), or worse...." (John Gamel, "The Elegant Eye." Alaska Quarterly Review , 2009)

• 'Whack at Your Reader at Once': Eight Great Opening Lines
• What Is a Compelling Introduction?
• How to Structure an Essay
• Writing a Descriptive Essay
• Hookers vs. Chasers: How Not to Begin an Essay
• Development in Composition: Building an Essay
• Examples of Great Introductory Paragraphs
• How To Write an Essay
• How to Write a Good Thesis Statement
• How to Write a Great Essay for the TOEFL or TOEIC
• Write an Attention-Grabbing Opening Sentence for an Essay
• How to Develop and Organize a Classification Essay
• Contrast Composition and Rhetoric
• 6 Steps to Writing the Perfect Personal Essay
• A Guide to Using Quotations in Essays
• What Is Expository Writing?

Introductions

What this handout is about.

This handout will explain the functions of introductions, offer strategies for creating effective introductions, and provide some examples of less effective introductions to avoid.

The role of introductions

Introductions and conclusions can be the most difficult parts of papers to write. Usually when you sit down to respond to an assignment, you have at least some sense of what you want to say in the body of your paper. You might have chosen a few examples you want to use or have an idea that will help you answer the main question of your assignment; these sections, therefore, may not be as hard to write. And it’s fine to write them first! But in your final draft, these middle parts of the paper can’t just come out of thin air; they need to be introduced and concluded in a way that makes sense to your reader.

Your introduction and conclusion act as bridges that transport your readers from their own lives into the “place” of your analysis. If your readers pick up your paper about education in the autobiography of Frederick Douglass, for example, they need a transition to help them leave behind the world of Chapel Hill, television, e-mail, and The Daily Tar Heel and to help them temporarily enter the world of nineteenth-century American slavery. By providing an introduction that helps your readers make a transition between their own world and the issues you will be writing about, you give your readers the tools they need to get into your topic and care about what you are saying. Similarly, once you’ve hooked your readers with the introduction and offered evidence to prove your thesis, your conclusion can provide a bridge to help your readers make the transition back to their daily lives. (See our handout on conclusions .)

Note that what constitutes a good introduction may vary widely based on the kind of paper you are writing and the academic discipline in which you are writing it. If you are uncertain what kind of introduction is expected, ask your instructor.

Why bother writing a good introduction?

You never get a second chance to make a first impression. The opening paragraph of your paper will provide your readers with their initial impressions of your argument, your writing style, and the overall quality of your work. A vague, disorganized, error-filled, off-the-wall, or boring introduction will probably create a negative impression. On the other hand, a concise, engaging, and well-written introduction will start your readers off thinking highly of you, your analytical skills, your writing, and your paper.

Your introduction is an important road map for the rest of your paper. Your introduction conveys a lot of information to your readers. You can let them know what your topic is, why it is important, and how you plan to proceed with your discussion. In many academic disciplines, your introduction should contain a thesis that will assert your main argument. Your introduction should also give the reader a sense of the kinds of information you will use to make that argument and the general organization of the paragraphs and pages that will follow. After reading your introduction, your readers should not have any major surprises in store when they read the main body of your paper.

Ideally, your introduction will make your readers want to read your paper. The introduction should capture your readers’ interest, making them want to read the rest of your paper. Opening with a compelling story, an interesting question, or a vivid example can get your readers to see why your topic matters and serve as an invitation for them to join you for an engaging intellectual conversation (remember, though, that these strategies may not be suitable for all papers and disciplines).

Strategies for writing an effective introduction

Start by thinking about the question (or questions) you are trying to answer. Your entire essay will be a response to this question, and your introduction is the first step toward that end. Your direct answer to the assigned question will be your thesis, and your thesis will likely be included in your introduction, so it is a good idea to use the question as a jumping off point. Imagine that you are assigned the following question:

Drawing on the Narrative of the Life of Frederick Douglass , discuss the relationship between education and slavery in 19th-century America. Consider the following: How did white control of education reinforce slavery? How did Douglass and other enslaved African Americans view education while they endured slavery? And what role did education play in the acquisition of freedom? Most importantly, consider the degree to which education was or was not a major force for social change with regard to slavery.

You will probably refer back to your assignment extensively as you prepare your complete essay, and the prompt itself can also give you some clues about how to approach the introduction. Notice that it starts with a broad statement and then narrows to focus on specific questions from the book. One strategy might be to use a similar model in your own introduction—start off with a big picture sentence or two and then focus in on the details of your argument about Douglass. Of course, a different approach could also be very successful, but looking at the way the professor set up the question can sometimes give you some ideas for how you might answer it. (See our handout on understanding assignments for additional information on the hidden clues in assignments.)

Decide how general or broad your opening should be. Keep in mind that even a “big picture” opening needs to be clearly related to your topic; an opening sentence that said “Human beings, more than any other creatures on earth, are capable of learning” would be too broad for our sample assignment about slavery and education. If you have ever used Google Maps or similar programs, that experience can provide a helpful way of thinking about how broad your opening should be. Imagine that you’re researching Chapel Hill. If what you want to find out is whether Chapel Hill is at roughly the same latitude as Rome, it might make sense to hit that little “minus” sign on the online map until it has zoomed all the way out and you can see the whole globe. If you’re trying to figure out how to get from Chapel Hill to Wrightsville Beach, it might make more sense to zoom in to the level where you can see most of North Carolina (but not the rest of the world, or even the rest of the United States). And if you are looking for the intersection of Ridge Road and Manning Drive so that you can find the Writing Center’s main office, you may need to zoom all the way in. The question you are asking determines how “broad” your view should be. In the sample assignment above, the questions are probably at the “state” or “city” level of generality. When writing, you need to place your ideas in context—but that context doesn’t generally have to be as big as the whole galaxy!

Try writing your introduction last. You may think that you have to write your introduction first, but that isn’t necessarily true, and it isn’t always the most effective way to craft a good introduction. You may find that you don’t know precisely what you are going to argue at the beginning of the writing process. It is perfectly fine to start out thinking that you want to argue a particular point but wind up arguing something slightly or even dramatically different by the time you’ve written most of the paper. The writing process can be an important way to organize your ideas, think through complicated issues, refine your thoughts, and develop a sophisticated argument. However, an introduction written at the beginning of that discovery process will not necessarily reflect what you wind up with at the end. You will need to revise your paper to make sure that the introduction, all of the evidence, and the conclusion reflect the argument you intend. Sometimes it’s easiest to just write up all of your evidence first and then write the introduction last—that way you can be sure that the introduction will match the body of the paper.

Don’t be afraid to write a tentative introduction first and then change it later. Some people find that they need to write some kind of introduction in order to get the writing process started. That’s fine, but if you are one of those people, be sure to return to your initial introduction later and rewrite if necessary.

Open with something that will draw readers in. Consider these options (remembering that they may not be suitable for all kinds of papers):

• an intriguing example —for example, Douglass writes about a mistress who initially teaches him but then ceases her instruction as she learns more about slavery.
• a provocative quotation that is closely related to your argument —for example, Douglass writes that “education and slavery were incompatible with each other.” (Quotes from famous people, inspirational quotes, etc. may not work well for an academic paper; in this example, the quote is from the author himself.)
• a puzzling scenario —for example, Frederick Douglass says of slaves that “[N]othing has been left undone to cripple their intellects, darken their minds, debase their moral nature, obliterate all traces of their relationship to mankind; and yet how wonderfully they have sustained the mighty load of a most frightful bondage, under which they have been groaning for centuries!” Douglass clearly asserts that slave owners went to great lengths to destroy the mental capacities of slaves, yet his own life story proves that these efforts could be unsuccessful.
• a vivid and perhaps unexpected anecdote —for example, “Learning about slavery in the American history course at Frederick Douglass High School, students studied the work slaves did, the impact of slavery on their families, and the rules that governed their lives. We didn’t discuss education, however, until one student, Mary, raised her hand and asked, ‘But when did they go to school?’ That modern high school students could not conceive of an American childhood devoid of formal education speaks volumes about the centrality of education to American youth today and also suggests the significance of the deprivation of education in past generations.”
• a thought-provoking question —for example, given all of the freedoms that were denied enslaved individuals in the American South, why does Frederick Douglass focus his attentions so squarely on education and literacy?

Pay special attention to your first sentence. Start off on the right foot with your readers by making sure that the first sentence actually says something useful and that it does so in an interesting and polished way.

How to evaluate your introduction draft

Ask a friend to read your introduction and then tell you what they expect the paper will discuss, what kinds of evidence the paper will use, and what the tone of the paper will be. If your friend is able to predict the rest of your paper accurately, you probably have a good introduction.

Five kinds of less effective introductions

1. The placeholder introduction. When you don’t have much to say on a given topic, it is easy to create this kind of introduction. Essentially, this kind of weaker introduction contains several sentences that are vague and don’t really say much. They exist just to take up the “introduction space” in your paper. If you had something more effective to say, you would probably say it, but in the meantime this paragraph is just a place holder.

Example: Slavery was one of the greatest tragedies in American history. There were many different aspects of slavery. Each created different kinds of problems for enslaved people.

2. The restated question introduction. Restating the question can sometimes be an effective strategy, but it can be easy to stop at JUST restating the question instead of offering a more specific, interesting introduction to your paper. The professor or teaching assistant wrote your question and will be reading many essays in response to it—they do not need to read a whole paragraph that simply restates the question.

Example: The Narrative of the Life of Frederick Douglass discusses the relationship between education and slavery in 19th century America, showing how white control of education reinforced slavery and how Douglass and other enslaved African Americans viewed education while they endured. Moreover, the book discusses the role that education played in the acquisition of freedom. Education was a major force for social change with regard to slavery.

3. The Webster’s Dictionary introduction. This introduction begins by giving the dictionary definition of one or more of the words in the assigned question. Anyone can look a word up in the dictionary and copy down what Webster says. If you want to open with a discussion of an important term, it may be far more interesting for you (and your reader) if you develop your own definition of the term in the specific context of your class and assignment. You may also be able to use a definition from one of the sources you’ve been reading for class. Also recognize that the dictionary is also not a particularly authoritative work—it doesn’t take into account the context of your course and doesn’t offer particularly detailed information. If you feel that you must seek out an authority, try to find one that is very relevant and specific. Perhaps a quotation from a source reading might prove better? Dictionary introductions are also ineffective simply because they are so overused. Instructors may see a great many papers that begin in this way, greatly decreasing the dramatic impact that any one of those papers will have.

Example: Webster’s dictionary defines slavery as “the state of being a slave,” as “the practice of owning slaves,” and as “a condition of hard work and subjection.”

4. The “dawn of man” introduction. This kind of introduction generally makes broad, sweeping statements about the relevance of this topic since the beginning of time, throughout the world, etc. It is usually very general (similar to the placeholder introduction) and fails to connect to the thesis. It may employ cliches—the phrases “the dawn of man” and “throughout human history” are examples, and it’s hard to imagine a time when starting with one of these would work. Instructors often find them extremely annoying.

Example: Since the dawn of man, slavery has been a problem in human history.

5. The book report introduction. This introduction is what you had to do for your elementary school book reports. It gives the name and author of the book you are writing about, tells what the book is about, and offers other basic facts about the book. You might resort to this sort of introduction when you are trying to fill space because it’s a familiar, comfortable format. It is ineffective because it offers details that your reader probably already knows and that are irrelevant to the thesis.

Example: Frederick Douglass wrote his autobiography, Narrative of the Life of Frederick Douglass, An American Slave , in the 1840s. It was published in 1986 by Penguin Books. In it, he tells the story of his life.

And now for the conclusion…

Writing an effective introduction can be tough. Try playing around with several different options and choose the one that ends up sounding best to you!

Just as your introduction helps readers make the transition to your topic, your conclusion needs to help them return to their daily lives–but with a lasting sense of how what they have just read is useful or meaningful. Check out our handout on  conclusions for tips on ending your paper as effectively as you began it!

Works consulted

We consulted these works while writing this handout. This is not a comprehensive list of resources on the handout’s topic, and we encourage you to do your own research to find additional publications. Please do not use this list as a model for the format of your own reference list, as it may not match the citation style you are using. For guidance on formatting citations, please see the UNC Libraries citation tutorial . We revise these tips periodically and welcome feedback.

Douglass, Frederick. 1995. Narrative of the Life of Frederick Douglass, an American Slave, Written by Himself . New York: Dover.

You may reproduce it for non-commercial use if you use the entire handout and attribute the source: The Writing Center, University of North Carolina at Chapel Hill

Make a Gift

• If you are writing in a new discipline, you should always make sure to ask about conventions and expectations for introductions, just as you would for any other aspect of the essay. For example, while it may be acceptable to write a two-paragraph (or longer) introduction for your papers in some courses, instructors in other disciplines, such as those in some Government courses, may expect a shorter introduction that includes a preview of the argument that will follow.  
• In some disciplines (Government, Economics, and others), it’s common to offer an overview in the introduction of what points you will make in your essay. In other disciplines, you will not be expected to provide this overview in your introduction.  
• Avoid writing a very general opening sentence. While it may be true that “Since the dawn of time, people have been telling love stories,” it won’t help you explain what’s interesting about your topic.  
• Avoid writing a “funnel” introduction in which you begin with a very broad statement about a topic and move to a narrow statement about that topic. Broad generalizations about a topic will not add to your readers’ understanding of your specific essay topic.  
• Avoid beginning with a dictionary definition of a term or concept you will be writing about. If the concept is complicated or unfamiliar to your readers, you will need to define it in detail later in your essay. If it’s not complicated, you can assume your readers already know the definition.  
• Avoid offering too much detail in your introduction that a reader could better understand later in the paper.
• picture_as_pdf Introductions

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How to Write an Essay Introduction (with Examples)   

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. 

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.” 

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. 

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 A Paragraph: 200+ Important Words And Phrases

by Kerri-Anne Edinburgh | Aug 3, 2022

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.

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.

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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:

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 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:

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:

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:

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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Purdue Online Writing Lab Purdue OWL® College of Liberal Arts

On Paragraphs

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What is a paragraph?

A paragraph is a collection of related sentences dealing with a single topic. Learning to write good paragraphs will help you as a writer stay on track during your drafting and revision stages. Good paragraphing also greatly assists your readers in following a piece of writing. You can have fantastic ideas, but if those ideas aren't presented in an organized fashion, you will lose your readers (and fail to achieve your goals in writing).

The Basic Rule: Keep one idea to one paragraph

The basic rule of thumb with paragraphing is to keep one idea to one paragraph. If you begin to transition into a new idea, it belongs in a new paragraph. There are some simple ways to tell if you are on the same topic or a new one. You can have one idea and several bits of supporting evidence within a single paragraph. You can also have several points in a single paragraph as long as they relate to the overall topic of the paragraph. If the single points start to get long, then perhaps elaborating on each of them and placing them in their own paragraphs is the route to go.

Elements of a paragraph

To be as effective as possible, a paragraph should contain each of the following: Unity, Coherence, A Topic Sentence, and Adequate Development. As you will see, all of these traits overlap. Using and adapting them to your individual purposes will help you construct effective paragraphs.

The entire paragraph should concern itself with a single focus. If it begins with one focus or major point of discussion, it should not end with another or wander within different ideas.

Coherence is the trait that makes the paragraph easily understandable to a reader. You can help create coherence in your paragraphs by creating logical bridges and verbal bridges.

Logical bridges

• The same idea of a topic is carried over from sentence to sentence
• Successive sentences can be constructed in parallel form

Verbal bridges

• Key words can be repeated in several sentences
• Synonymous words can be repeated in several sentences
• Pronouns can refer to nouns in previous sentences
• Transition words can be used to link ideas from different sentences

A topic sentence

A topic sentence is a sentence that indicates in a general way what idea or thesis the paragraph is going to deal with. Although not all paragraphs have clear-cut topic sentences, and despite the fact that topic sentences can occur anywhere in the paragraph (as the first sentence, the last sentence, or somewhere in the middle), an easy way to make sure your reader understands the topic of the paragraph is to put your topic sentence near the beginning of the paragraph. (This is a good general rule for less experienced writers, although it is not the only way to do it). Regardless of whether you include an explicit topic sentence or not, you should be able to easily summarize what the paragraph is about.

Adequate development

The topic (which is introduced by the topic sentence) should be discussed fully and adequately. Again, this varies from paragraph to paragraph, depending on the author's purpose, but writers should be wary of paragraphs that only have two or three sentences. It's a pretty good bet that the paragraph is not fully developed if it is that short.

Some methods to make sure your paragraph is well-developed:

• Use examples and illustrations
• Cite data (facts, statistics, evidence, details, and others)
• Examine testimony (what other people say such as quotes and paraphrases)
• Use an anecdote or story
• Define terms in the paragraph
• Compare and contrast
• Evaluate causes and reasons
• Examine effects and consequences
• Analyze the topic
• Describe the topic
• Offer a chronology of an event (time segments)

How do I know when to start a new paragraph?

You should start a new paragraph when:

• When you begin a new idea or point. New ideas should always start in new paragraphs. If you have an extended idea that spans multiple paragraphs, each new point within that idea should have its own paragraph.
• To contrast information or ideas. Separate paragraphs can serve to contrast sides in a debate, different points in an argument, or any other difference.
• When your readers need a pause. Breaks between paragraphs function as a short "break" for your readers—adding these in will help your writing be more readable. You would create a break if the paragraph becomes too long or the material is complex.
• When you are ending your introduction or starting your conclusion. Your introductory and concluding material should always be in a new paragraph. Many introductions and conclusions have multiple paragraphs depending on their content, length, and the writer's purpose.

Transitions and signposts

Two very important elements of paragraphing are signposts and transitions. Signposts are internal aids to assist readers; they usually consist of several sentences or a paragraph outlining what the article has covered and where the article will be going.

Transitions are usually one or several sentences that "transition" from one idea to the next. Transitions can be used at the end of most paragraphs to help the paragraphs flow one into the next.

105 Best Words To Start A Paragraph

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 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]

• Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd/ 5 Top Tips for Succeeding at University
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It’s Time to Treat Sugar Like Cigarettes

T he food we eat impacts every aspect of our lives and our bodies: our hormones, brain chemistry, immune system, microbiome; the list goes on. As consumers, we deserve the right to easily understand our foods’ nutritional value in order to make informed decisions about what we consume and how that will impact our health and well being. This is especially important when it comes to ingredients that are detrimental when eaten in excess, such as sugar. As researchers in functional medicine, longevity, AI, and nutrition, as well as inventors of health-enhancing and life-saving solutions, we have dedicated our professional lives to improving the health and well-being of millions everywhere. And while we applaud the Food and Drug Administration (FDA) taking important strides to pass mandatory front-of-package labeling for packaged foods in the U.S., this is a change that cannot come soon enough. Everyone’s health depends on it. 

The FDA recommends adults consume no more than 50 grams of added sugar per day (based on a 2,000 calorie diet), but the average American consumes closer to one-third of a pound of sugar daily, more than three times the recommended amount. To put that into perspective, the average American consumes over 100 pounds of sugar per person per year. With that much sugar consumption, it is no wonder that 49% of American adults are diabetic or pre-diabetic. What’s worse is that much of the sugar we consume occurs without our even realizing it. There are over 60 different ways sugar is identified on nutrition labels, making a consumer’s attempt to regulate their sugar intake unfairly complicated.

Extensive academic research published in medical peer-reviewed journals backs common knowledge that excess sugar consumption can lead to serious chronic conditions , as well as fatigue , anxiety , memory loss , ADHD , and even to a shorter life .

Seventy four percent of packaged foods in the U.S. contain added sugar, including seemingly healthy foods, such as salad dressing, coleslaw, and even baked beans, marinades, and yogurt; some sweetened yogurts contain more sugar than a can of soda. The fact that sugar is so biologically addictive — studies indicate it is eight times more addictive than cocaine — makes the reality that it’s hidden in so many foods even more harmful. Most of us are addicted to sugar and we don’t even know it.

This cycle of addiction is relentless and hard to break: we eat food with sugar, which then triggers a blood sugar spike, which lights up the pleasure center in our brain. When the inevitable sugar crash comes, we seek that spike again in the form of craving more sugar. Without easily discernible food labeling, shoppers unknowingly create this cycle inside their own bodies, even while they erroneously think the food they’re buying is healthy.

Read More: How the World Got Hooked on Sugar

In many countries, labels on packaged foods serve a similar function to labels on cigarette cartons: to warn consumers of risk. In Chile , a policy of “high in” labels on the front of sugary drinks dramatically reduced the consumption of those beverages. In Israel, a front-of-package labelling system , wherein a red label indicates an item high in sugar, has led to significant positive changes in 76% of the population’s food buying habits. We’re excited to see what a similar program in the U.S. would yield.

Those in the U.S. lobbying against this front-of-package change, unsurprisingly, have an interest in the continued popularity of their products. In a February 2023 joint filing , the nation’s largest cereal producers threatened a lawsuit after proposed changes would not allow them to label products as “healthy” if they didn’t meet nutritional standards. The front-of-package suggested change would rightfully prevent many cereals on the market with excess sugar from calling themselves “healthy.”

This dynamic is similar to changes made in cigarette advertising in the 20th century. In the 1940s, a famous Camel cigarettes campaign featured the slogan , “More doctors smoke Camels.” By 1969, a mandatory warning label was added to cigarettes, giving consumers clearer access to information about risks, allowing them to make more informed choices about their health. Today the percentage of Americans who smoke is 11% compared to nearly 50% back in the day when “more doctors smoked Camels”. Life expectancy rose nearly 11 years in that span of time too, and the decrease in smoking certainly contributed.

While front-of-package labeling on packaged foods is a crucial first step towards a healthier society, education and awareness alone will only get us so far. To drive even more significant change in the way most Americans eat, a change that will lead to a healthier population, we must also incentivize the production and widespread distribution of healthier alternatives. These alternatives—a packaged cookie with healthier ingredients, for instance—must be just as delicious, and readily available as those loaded with sugar. The recently announced new standards by the U.S. Department of Agriculture (USDA) that will limit added sugars in school meals can greatly help with the availability of healthier alternatives, especially when children form their eating habits. For the rest of us, though, front-of-package labeling is an important step one in this journey towards national wellness and it will also encourage producers to create healthier options for consumers; readily available healthier alternatives is step two.

FDA leadership ensuring labeling of high contents of sugar in packaged foods could increase awareness and reduce the negative impacts of sugar and help millions live healthier longer lives. This change would help us make more informed choices about our food and our health. We believe it is our right, and every American’s right, to have clear and visible information about the sugar content of the foods we are eating in order to make more informed decisions.

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Tommy Dorfman on Her Whirlwind Elopement With Wife Elise—And the Story of Their Low-Key Romance

By Tommy Dorfman

In 2021, I had finally settled back into New York City from a stint in Los Angeles—and as a fresh divorcee, I was eager to clock in for my Samantha Jones era. Jumping into a long-term relationship, let alone another marriage, was not part of the plan. I wanted to explore my newly minted womanhood as freely as possible in the city infamous for short-term flings. My decision to download Hinge, a dating app, was purely based on meeting people removed from Hollywood. It took a handful of swipes left before I landed on a profile that caught my eye: Elise, a redhead with an affinity for “crisp glassware and well-organized bodegas,” the type of texter who “does her best,” and undeniably beautiful. Like John Singer Sargent portrait kind of beautiful. I swiped right hard and was met with a notification that she liked me too. Fun!

The first few months of our relationship set the tone for how we would eventually get married. We got engaged two months into dating. To our credit, we waited a full 12 months before moving in together, so you can’t say we U-Hauled (though one might argue taking in a Great Dane puppy at our six-month mark was a smidge irresponsible). That’s the thing about falling in love though; your responsibility barometer isn’t always where it should be. Love, for us, required that nauseating combination of naivete, delusion, and fate.

Elise remains a self-respecting and grounded human—she likes her life, and her privacy. She still doesn’t follow me on Instagram and her account is private, with just a small following of friends and loved ones who she lets in. Fame, or even fame by association, was never aspirational for her; she dedicated the first half of her 20s to educating, interior design projects, and writing. On the other hand, I had never been more public-facing than in our first year together: from fashion weeks to beauty campaigns to the Met Gala . Those first few months illustrated our lifestyle differences and became a testing ground for how we would relate to the outside world. When I nonchalantly mentioned I was engaged on a podcast in the summer of 2022, it made an embarrassing amount of headlines, and so we decided as a couple to keep things private until we chose to invite others in.

We decided that, at some point down the line, we would just elope. Elise never aspired to be a bride in the traditional sense—she didn’t have fantasies of walking down the aisle or large swaths of people staring at her and her future partner as they performed the spectacle and theatrics of marriage. Simply put, she just didn’t feel the need for a big event, and since I had already had that experience at my first wedding with 300-plus guests, I happily obliged. Our love had formed and grown in a contained bubble, so why couldn’t our marriage be on the same terms? We even picked up wedding dresses one day while shopping at Dover Street Market without a specific date in mind, just to have in case we felt inspired. She fell in love with a Cecile Bahnsen set, and I, a Simone Rocha number. Off the rack, no tailoring, just right. We giggled in the fifth-floor dressing room like teenagers who were doing something naughty. Except we were adults, we could do what we wanted! (Plus, I had worked at Dover Street when I was in college, so it felt like a sweet omen to find our dresses there.)

We had some ideas of when we might elope but nothing was firm, so when the day came, it was even a surprise to us. In the fall of 2023, sitting perched above the shoreline in Malibu, Elise and I joked about same-day marriages, egging each other on. The bit turned more serious when I took to Google and actually learned there was a concierge service for this in Los Angeles (of course there was) and California was the only state that offered confidential marriage services, meaning our papers wouldn’t be in the public record and nobody would know we got married. A few hours later, a man showed up at our hotel in Santa Monica, took photos of us on our iPhones and a disposable camera I bought at CVS that morning, and we ended the day at a concert without telling a soul what we’d done.

Elise before the couple’s 2023 elopement in Los Angeles.

Tommy before the couple’s 2023 elopement in Los Angeles.

Because of the last-minute elopement, we didn’t have our wedding dresses with us. They were wrapped up in garment bags at our home in Brooklyn. We did, however, have two Doen dresses— Folklore -coded, I’m afraid—which would have to suffice for the time, along with a pair of Miu Miu boots for Elise and Saint Laurent sandals for myself. We also wore our Foundrae wedding bands (hers a snake, and mine pink sapphires) because we’d purchased them on a whim and were feeling impatient. (We took them off and put them back on again for the “ceremony.”) The photos of that moment are mostly blurry and terribly composed, but special nonetheless. Elise ended up changing into a Collina Strada dress for the show and we danced and sang our hearts out, whispering “wife” to each other between songs.

At the couple’s 2023 elopement in Los Angeles.

It wasn’t until we got back to Brooklyn that we felt the urge to mark our marriage in a more meaningful way. While it didn’t feel like something we needed to flaunt publicly in any way, it was still the biggest moment in our lives together and we yearned for the memory of our love—and these beautiful dresses we bought—to be immortalized. We also wanted at some point to share our love with our friends, family, and the world. Hunter [Abrams] was the first person we thought of to photograph us: a close friend of mine for years, they fostered a safe and cozy environment for our first family portraits.

They came over one morning and started snapping pictures in their nonchalant way: Elise tying the back bow of my dress, putting on our shoes—hers a pair of classic Gucci pumps we got in Rome earlier in the year, mine custom Mach and Machs because so few brands make my size—and applied finishing touches on makeup and hair, petted our dogs, and simply lived our life at home. Once we were ready we all piled into our car and drove a few neighborhoods over where the trees were more lush, hopping out at various homes and stoops that complimented both our moods and our outfits. It was fun and perfectly executed, and all wrapped up by lunchtime.

A few months later, we got photos from Hunter and at that moment, we decided we wanted to share them with our friends and family and celebrate our love more publicly. While we won’t live our lives online in any way that isn’t well-protected, we do see the benefit of celebrating our love with the world—and, frankly, the importance of people seeing trans and queer love en vogue.

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California, Texas students earn top prize in national civics education essay contest

Molly Justice Director of Communications & Online Media (757) 259-1564

Williamsburg, Va. (May 1, 2024) – California and Texas students have won top honors in the National Center for State Courts (NCSC) 2024 Civics Education Essay Contest.

Over the past decade, NCSC has challenged youth to reflect on civics education and the U.S. Constitution.

This year, students from across the country reflected on the late U.S. Supreme Court Justice Sandra Day O’Connor's influence on civics education for American youth and her perspective on the importance of civic engagement by all citizens. Students addressed two age-appropriate questions about citizen participation in their communities and government.

NCSC President Mary McQueen said recognizing the late Supreme Court justice this year was especially fitting given Justice O’Connor’s passion for civics education.

"Justice O’Connor was deeply committed to educating the younger generation about democracy and the fundamental democratic principles that form our society,” McQueen said. “She believed civic participation beyond voting is vital to our democracy, and she urged citizens to become involved in their schools, neighborhoods, and communities."

The contest attracted 800 students from 48 states and the District of Columbia. Essays were scored based on the student's understanding of the topic, creativity, grammar, spelling, and style. The nine winners will receive cash prizes totaling $3,450.

The 2024 winners include:

High school (grades 9-12)

• First place - Daniella Cuevas, California
• Second place - Mattie Jane Carpenter, Georgia
• Third place - Jacob Hertz, California

Middle school (grades 6-8)

• First place - Sophia Ling, California
• Second place - Ashley Wagner, Massachusetts
• Third place - Anoushka Pandey, Maryland

Elementary school (grades 3-5)

• First place - Nicholas Jakimier, Texas
• Second place - Ana Cervantes, Kansas
• Third place - Faith Yono, Michigan

To read the winning essays, visit  ncsc.org/contest .

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The Last Thing This Supreme Court Could Do to Shock Us

There will be no more self-soothing after this..

For three long years, Supreme Court watchers mollified themselves (and others) with vague promises that when the rubber hit the road, even the ultraconservative Federalist Society justices of the Roberts court would put democracy before party whenever they were finally confronted with the legal effort to hold Donald Trump accountable for Jan. 6. There were promising signs: They had, after all, refused to wade into the Trumpian efforts to set aside the election results in 2020. They had, after all, hewed to a kind of sanity in batting away Trumpist claims about presidential records (with the lone exception of Clarence Thomas, too long marinated in the Ginni-scented Kool-Aid to be capable of surprising us, but he was just one vote). We promised ourselves that there would be cool heads and grand bargains and that even though the court might sometimes help Trump in small ways, it would privilege the country in the end. We kept thinking that at least for Justices Brett Kavanaugh and Neil Gorsuch and Chief Justice John Roberts , the voice of reasoned never-Trumpers might still penetrate the Fox News fog. We told ourselves that at least six justices, and maybe even seven, of the most MAGA-friendly court in history would still want to ensure that this November’s elections would not be the last in history. Political hacks they may be, but they were not lawless ones.

On Thursday, during oral arguments in Trump v. United States , the Republican-appointed justices shattered those illusions. This was the case we had been waiting for, and all was made clear—brutally so. These justices donned the attitude of cynical partisans, repeatedly lending legitimacy to the former president’s outrageous claims of immunity from criminal prosecution. To at least five of the conservatives, the real threat to democracy wasn’t Trump’s attempt to overturn the election—but the Justice Department’s efforts to prosecute him for the act. These justices fear that it is Trump’s prosecution for election subversion that will “destabilize” democracy, requiring them to read a brand-new principle of presidential immunity into a Constitution that guarantees nothing of the sort. They evinced virtually no concern for our ability to continue holding free and fair elections that culminate in a peaceful transfer of power. They instead offered endless solicitude for the former president who fought that transfer of power.

However the court disposes of Trump v. U.S. , the result will almost certainly be precisely what the former president craves: more delays, more hearings, more appeals—more of everything but justice . This was not a legitimate claim from the start, but a wild attempt by Trump’s attorneys to use his former role as chief executive of the United States to shield himself from the consequences of trying to turn the presidency into a dictatorship. After so much speculation that these reasonable, rational jurists would surely dispose of this ridiculous case quickly and easily, Thursday delivered a morass of bad-faith hand-wringing on the right about the apparently unbearable possibility that a president might no longer be allowed to wield his powers of office in pursuit of illegal ends. Just as bad, we heard a constant minimization of Jan. 6, for the second week in a row , as if the insurrection were ancient history, and history that has since been dramatically overblown, presumably for Democrats’ partisan aims.

We got an early taste of this minimization in Trump v. Anderson , the Colorado case about removing Trump from the ballot. The court didn’t have the stomach to discuss the violence at the Capitol in its sharply divided decision, which found for Trump ; indeed, the majority barely mentioned the events of Jan. 6 at all when rejecting Colorado’s effort to bar from the ballot an insurrectionist who tried to steal our democracy. But we let that one be, because we figured special counsel Jack Smith would ride to the rescue. Smith has indicted Trump on election subversion charges related to Jan. 6, and the biggest obstacle standing between the special counsel and a trial has been the former president’s outlandish claim that he has absolute immunity from criminal charges as a result of his having been president at the time. Specifically, Trump alleges that his crusade to overturn the election constituted “official acts” that are immune from criminal liability under a heretofore unknown constitutional principle that the chief executive is quite literally above the law.

The U.S. Court of Appeals for the District of Columbia Circuit held in February that the president does not have blanket or absolute immunity for all actions taken in office, including “official” acts performed under the guise of executing the law (for example, Trump’s attempt to weaponize the DOJ against election results under the pretense of investigating fraud). The D.C. Circuit’s emphatic, cross-ideological decision should have been summarily affirmed by SCOTUS within days. Instead, the justices set it for arguments two months down the road—a bad omen, to put it mildly . Even then, many court watchers held out hope that Thursday morning’s oral arguments were to be the moment for the nine justices of the Supreme Court to finally indicate their readiness to take on Trump, Trumpism, illiberalism, and slouching fascism.

It was not to be. Justice Samuel Alito best captured the spirit of arguments when he asked gravely “what is required for the functioning of a stable democratic society” (good start!), then answered his own question: total immunity for criminal presidents (oh, dear). Indeed, anything but immunity would, he suggested, encourage presidents to commit more crimes to stay in office: “Now, if an incumbent who loses a very close, hotly contested election knows that a real possibility after leaving office is not that the president is going to be able to go off into a peaceful retirement but that the president may be criminally prosecuted by a bitter political opponent, will that not lead us into a cycle that destabilizes the functioning of our country as a democracy?” Never mind that the president in question did not leave office peacefully and is not sitting quietly in retirement but is instead running for presidential office once again. No, if we want criminal presidents to leave office when they lose, we have to let them commit crimes scot-free. If ever a better articulation of the legal principle “Don’t make me hit you again” has been proffered at an oral argument, it’s hard to imagine it.

Justice Sonia Sotomayor spoke to this absurdity when she responded in what could only be heard as a cri de coeur: “Stable democratic society needs good faith of public officials,” she said. “That good faith assumes that they will follow the law.” The justice noted that despite all the protections in place, a democracy can sometimes “potentially fail.” She concluded: “In the end, if it fails completely, it’s because we destroyed our democracy on our own, isn’t it?”

But it was probably too late to make this plea, because by that point we had heard both Alito and Gorsuch opine that presidents must be protected at all costs from the whims of overzealous deep state prosecutors brandishing “vague” criminal statutes. We heard Kavanaugh opine mindlessly on the independent counsel statute and how mean it is to presidents, reading extensively from Justice Antonin Scalia’s dissent in a case arguing that independent counsels are unconstitutional. (Yes, Kavanaugh worked for Ken Starr , the independent counsel.) If you’re clocking a trend here, it’s gender. Just as was the case in Anderson , it’s the women justices doing the second-shift work here: both probing the thorny constitutional and criminal questions and signaling a refusal to tank democracy over abstractions and deflections. As was the case in the EMTALA arguments, it’s the women who understand what it looks like to cheat death.

Is the president, Sotomayor asked, immune from prosecution if he orders the military to assassinate a political rival? Yes, said John Sauer, who represented Trump—though it “depends on the circumstances.” Could the president, Justice Elena Kagan asked, order the military to stage a coup? Yes, Sauer said again, depending on the circumstances. To which Kagan tartly replied that Sauer’s insistence on specifying the “circumstances” boiled down to “Under my test, it’s an official act, but that sure sounds bad, doesn’t it?” (Cue polite laughter in the chamber.)

This shameless, maximalist approach should have drawn anger from the conservative justices—indignation, at least, that Sauer took them for such easy marks. But it turns out that he calibrated his terrible arguments just right. The cynicism on display was truly breathtaking: Alito winkingly implied to Michael Dreeben, representing Smith, that we all know that Justice Department lawyers are political hacks, right? Roberts mocked Dreeben for saying “There’s no reason to worry because the prosecutor will act in good faith.”

The conservative justices are so in love with their own voices and so convinced of their own rectitude that they monologued about how improper it was for Dreeben to keep talking about the facts of this case, as opposed to the “abstract” principles at play. “I’m talking about the future!” Kavanaugh declared at one point to Dreeben, pitching himself not as Trump’s human shield but as a principled defender of the treasured constitutional right of all presidents to do crime. (We’re sure whatever rule he cooks up will apply equally to Democratic presidents, right?) Kavanaugh eventually landed on the proposition that prosecutors may charge presidents only under criminal statutes that explicitly state they can be applied to the president. Which, as Sotomayor pointed out, would mean no charges everywhere, because just a tiny handful of statutes are stamped with the label “CAN BE APPLIED TO PRESIDENT.”

The words bold and fearless action were repeated on a loop today, as a kind of mantra of how effective presidents must be free to act quickly and decisively to save democracy from the many unanticipated threats it faces. And yet the court—which has been asked to take bold and fearless action to deter the person who called Georgia’s secretary of state to demand that he alter the vote count, and threatened to fire DOJ officials who would not help steal an election—is backing away from its own duty. The prospect of a criminal trial for a criminal president shocked and appalled five men: Thomas, Alito, Kavanaugh, and Gorsuch suggested that Smith’s entire prosecution is unconstitutional; meanwhile, Roberts sounded eager at times to handle the case just a hair more gracefully: by cutting out its heart by preventing the jury from hearing about “official acts” (which lie at the center of the alleged conspiracy). Justice Amy Coney Barrett was far more measured, teasing out a compromise with Dreeben that would compel the trial court to tell the jury it could not impose criminal liability for these “official” acts, only “private ones.” Remember, drawing that line would require months of hearings and appeals, pushing any trial into 2025 or beyond. The president who tried to steal the most recent election is running in the next one, which is happening in mere months.

The liberal justices tried their best to make the case that justice required denying Trump’s sweeping immunity claim, permitting the trial to move forward, and sorting out lingering constitutional issues afterward, as virtually all other criminal defendants must do. They got little traction. Everyone on that bench was well aware that the entire nation was listening to arguments; that the whole nation wants to understand whether Trump’s refusal to concede the 2020 election was an existential threat to democracy or a lark. Five justices sent the message, loud and clear, that they are far more worried about Trump’s prosecution at the hands of the deep-state DOJ than about his alleged crimes, which were barely mentioned. This trial will almost certainly face yet more delays. These delays might mean that its subject could win back the presidency in the meantime and render the trial moot. But the court has now signaled that nothing he did was all that serious and that the danger he may pose is not worth reining in. The real threats they see are the ones Trump himself shouts from the rooftops: witch hunts and partisan Biden prosecutors. These men have picked their team. The rest hardly matters.

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Inside the Apple core —

Apple releases eight small ai language models aimed at on-device use, openelm mirrors efforts by microsoft to make useful small ai language models that run locally..

Benj Edwards - Apr 25, 2024 8:55 pm UTC

In the world of AI, what might be called "small language models" have been growing in popularity recently because they can be run on a local device instead of requiring data center-grade computers in the cloud. On Wednesday, Apple introduced a set of tiny source-available AI language models called OpenELM that are small enough to run directly on a smartphone. They're mostly proof-of-concept research models for now, but they could form the basis of future on-device AI offerings from Apple.

Further Reading

Apple's new AI models, collectively named OpenELM for "Open-source Efficient Language Models," are currently available on the Hugging Face under an Apple Sample Code License . Since there are some restrictions in the license, it may not fit the commonly accepted definition of "open source," but the source code for OpenELM is available.

On Tuesday, we covered Microsoft's Phi-3 models , which aim to achieve something similar: a useful level of language understanding and processing performance in small AI models that can run locally. Phi-3-mini features 3.8 billion parameters, but some of Apple's OpenELM models are much smaller, ranging from 270 million to 3 billion parameters in eight distinct models.

In comparison, the largest model yet released in Meta's Llama 3 family includes 70 billion parameters (with a 400 billion version on the way), and OpenAI's GPT-3 from 2020 shipped with 175 billion parameters. Parameter count serves as a rough measure of AI model capability and complexity, but recent research has focused on making smaller AI language models as capable as larger ones were a few years ago.

The eight OpenELM models come in two flavors: four as "pretrained" (basically a raw, next-token version of the model) and four as instruction-tuned (fine-tuned for instruction following, which is more ideal for developing AI assistants and chatbots):

• OpenELM-270M
• OpenELM-450M
• OpenELM-1_1B
• OpenELM-270M-Instruct
• OpenELM-450M-Instruct
• OpenELM-1_1B-Instruct
• OpenELM-3B-Instruct

OpenELM features a 2048-token maximum context window. The models were trained on the publicly available datasets RefinedWeb , a version of PILE with duplications removed, a subset of RedPajama , and a subset of Dolma v1.6 , which Apple says totals around 1.8 trillion tokens of data. Tokens are fragmented representations of data used by AI language models for processing.

Apple says its approach with OpenELM includes a "layer-wise scaling strategy" that reportedly allocates parameters more efficiently across each layer, saving not only computational resources but also improving the model's performance while being trained on fewer tokens. According to Apple's released white paper , this strategy has enabled OpenELM to achieve a 2.36 percent improvement in accuracy over Allen AI's OLMo 1B (another small language model) while requiring half as many pre-training tokens.

Apple also released the code for CoreNet , a library it used to train OpenELM—and it also included reproducible training recipes that allow the weights (neural network files) to be replicated, which is unusual for a major tech company so far. As Apple says in its OpenELM paper abstract, transparency is a key goal for the company: "The reproducibility and transparency of large language models are crucial for advancing open research, ensuring the trustworthiness of results, and enabling investigations into data and model biases, as well as potential risks."

By releasing the source code, model weights, and training materials, Apple says it aims to "empower and enrich the open research community." However, it also cautions that since the models were trained on publicly sourced datasets, "there exists the possibility of these models producing outputs that are inaccurate, harmful, biased, or objectionable in response to user prompts."

While Apple has not yet integrated this new wave of AI language model capabilities into its consumer devices, the upcoming iOS 18 update (expected to be revealed in June at WWDC) is rumored to include new AI features that utilize on-device processing to ensure user privacy—though the company may potentially hire Google or OpenAI to handle more complex, off-device AI processing to give Siri a long-overdue boost.

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Guest Essay

Who Could Catch Bird Flu First? These Experts Have an Idea, and a Way to Help.

By Erin M. Sorrell ,  Monica Schoch-Spana and Meghan F. Davis

The authors are public health researchers at Johns Hopkins University.

H5N1 is in a better position than ever to move between species and spill over aggressively into humans: This bird flu virus is now thought to have been spreading among dairy cows for many months , and federal regulators have found viral fragments circulating widely in the commercial milk supply chain across the United States (though live virus has not been found).

The one person we know of so far who has tested positive for infection (a mild case) was a Texas dairy worker. Agricultural workers have always been an underprotected population for zoonotic diseases, including influenza viruses of animal origin. When it comes to H5N1, the dairy work force — which includes on-farm workers and milkers, people working in the milk processing plants and in slaughterhouses, truck drivers and other professionals who come onto farms — is among those with the highest exposure.

Not only do we owe these at-risk workers better protection, but we also must do a much better job — immediately — of monitoring and testing them to ensure the virus doesn’t spread beyond our control. Otherwise, we might not find out about a significant outbreak in humans until it’s too late.

So far, bird flu testing of this cohort has been woefully inadequate. Testing is usually under the purview of state authorities following federal Centers for Disease Control and Prevention guidelines. Tests are recommended for symptomatic workers. The exact number of dairy workers and other people who have so far been tested for H5N1 is not publicly available at the federal level. There is no excuse to continue only limited testing of this vulnerable population. Any serious surveillance efforts of H5N1 demand that the country do better to ensure proper testing and health care is provided to these workers now, lest we risk being caught flat-footed by a new pandemic so soon after Covid.

This is especially important for a work force whose broader social and economic circumstances may discourage them from seeking out timely testing and treatment. A majority of hired farmworker s in the United States are from Mexico and Central American countries; many lack authorization to work here legally. Undocumented workers may be worried about public health reporting systems putting them at risk for immigration enforcement or preventing future chances of gaining a visa or permanent residency status.

Communication is a further concern. According to a 2019 survey, over half of U.S. dairies have employees whose native language is not English ; these individuals most often speak Spanish, but some speak only Indigenous languages such as K’iche’ or Nahuatl. Many workers have limited literacy and education that dairy farms accommodate with pictorial signage and visual training materials. Any effective bird flu education campaign would have to be similarly tailored to these workers’ communication needs — a capacity that not many health departments have .

These workers are further endangered from a public health standpoint thanks to the industry’s low wages and benefits and lack of enforcement for health and safety standards. In 2019, the Center for North American Studies reported an average hourly starting wage of $11.24 for novice dairy workers, and an average hourly wage among all dairy workers of $13.90. It also found that more than 40 percent of U.S. dairy farms do not provide health insurance , and only 47 percent offer paid sick leave. Significant income could be lost while traveling to distant rural health services for an eye infection or flulike symptoms — health conditions that a majority of the work force reasonably brush off . Even worse outcomes may go unreported out of a fear of losing out on work .

Farms across the country also need to make these workers’ day-to-day tasks safer. Some state surveys have shown that many dairy worker respondents lacked personal protective gear such as masks, goggles, gloves and aprons, or were noncompliant in its use despite the risks of infectious disease exposure.

When protected, dairy farm workers can be a force multiplier for surveillance and resilience efforts around emerging disease threats like H5N1. Individuals who work with livestock on a daily basis, given the right training from the U.S. Department of Agriculture or other veterinary professionals, can serve as field-based surveillance teams; their frequent interaction with animals means they are the first to notice abnormalities in demeanor, physical appearance or production of eggs and milk. They can share information among peers and be provided a public platform like ProMED (the disease outbreak communication system for the International Society for Infectious Diseases) for anonymously reporting infectious diseases to local, state or federal public health authorities. The federal government and state officials can increase support of local surveillance programs, and reduce economic barriers for dairy owners who want to provide better access to health care services for employees.

These efforts are about more than just responding to bird flu and preventing a human outbreak. Our agricultural industry will always be on the front lines against zoonotic disease threats. We need to empower it to protect workers from these biological dangers, not just for the workers but for all of us. Providing widespread H5N1 testing now to the dairy work force is a necessary step — but only the first.

Erin M. Sorrell is a senior scholar and associate professor at Johns Hopkins University. Monica Schoch-Spana is a medical anthropologist and a senior scholar and research professor at Johns Hopkins University. Meghan F. Davis is a former dairy veterinarian and is an associate professor at Johns Hopkins University.

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