Write Insight Newsletter · · 10 min read

Most Abstracts Suck. Here’s How I Finally Wrote One That Didn’t

It got cited. It got shared. And it took less than 200 words.

A sketch of a brain attached to an abstract.
Put your brains into your academic paper abstract.

It’s probably 3 AM. I was looking at a stale pizza while facing the kind of desperation that makes you question all your life choices. The paper deadline was in two hours and I was tired AF. But I hadn’t written the abstract to my paper yet. Bollocks.

That was me once. I treated my abstract like finding a semi-clean sock to wipe a coffee spill. A frantic — almost comedic — last-gasp gesture slapped onto the paper seconds before the submission portal slammed shut like a guillotine. Eeek! And then? Crickets. Or worse, those beautifully brutal rejection letters. Written with such a precision that they were almost poetic in their cruelty. Enough of those arrived during my PhD to create a rather fetching — if depressing — wallpaper motif for my office.

It took an embarrassing number of these digital face-slaps before the realization hit me. Probably during a particularly soul-crushing Reviewer #2 comment. My abstract isn’t some easy little summary. It’s not a book report for grown-ups. Hell, no! It’s the damn velvet rope. It’s the athletic Jack-Reacher-lookalike bouncer with the clipboard deciding if your precious, blood-sweat-and-tears manuscript even gets a glance inside the club. Glitzy people call the abstract a movie trailer. Sure, Woody Allen. But I’m thinking it’s more like that one — perfectly curated — slightly deceptive photo on your dating app (which you probably beautified with too much AI). The one that screams, “Swipe right or regret it forever, fool!” 

That’s right, Mr. T. This tiny paragraph is your paper’s entire freaking pickup line, its peacock display, its desperate plea to a jaded reviewer, a time-starved colleague, or that mythical future citation, begging them to finally care.

And yet, here we are, most of us treating it like the appendix of a boring legal document . Necessary. Dull. Written as if we’re already dead inside. We’re basically sending Paper Barbie into the world wearing yesterday’s Cheeto-stained T-Shirt and hoping for a dashing miracle to bedazzle her. Turns out, that’s how research goes to die quietly in the citation graveyard. Real crypt-keeper stuff. Solemn. Sad. Avoidable.

Now, I’ve been on both sides of the academic publishing machine: submitting papers with crossed fingers and reviewing submissions with a critical eye. After examining too many abstracts across disciplines, I’ve noticed a strong pattern that’s almost universal. The difference between papers that gain traction and those that collect digital dust often comes down to how their abstracts are constructed. If you want to dive deeper into the actual rhetorics of an abstract, Ken Hyland is your guy.

The idea behind a good abstract (and paper for that matter) is simple: If your readers don’t get the problem, they’re not going to care about your solution. So, yeah, I’m going to use a word that academics really don’t like but the job of your abstract really is to sell your paper. And the currency is attention, which eventually converts to citations (and that is the strategy behind a successful tenure track job that I implement with many of my clients).

The traditional advice for writing abstracts is technically correct but catastrophically incomplete. Yes, include your problem statement, methodology, results, and conclusions. All of that stuff is needed, but how you frame these elements makes all the difference. I call this rhetorical layering, where you’re creating a compelling argument for the attention of your reader.

The most successful abstracts are so much more than just informative, they’re written in a way that is strategically persuasive. Yes, they tell readers what the paper contains but at the same time they convince them why they should care.

Here are the five rhetorical moves that will increase your citation potential:

1. Forget “what I did.” Start with “why this matters.”

A typical abstract begins with a vague mention of the problem area. A compelling abstract, however, precisely identifies a research gap and the associated problem using specific language that signals originality. Academic readers aren’t browsing for fun. They’re hunting for relevant, credible research. So the opening move of your abstract has one job, which is to show why your topic matters.

You’re strategically establishing context. Don’t just name-drop a field. Signal urgency.

Bad:

“This paper examines X in the context of Y.”

Better:

“Rising burnout rates in surgical residents have intensified calls for evidence-based interventions. Yet little research has evaluated…”

The second opening doesn’t just state a topic but strategically identifies a specific gap in the literature that creates intellectual tension. That’s the difference between being scrolled past and bookmarked. This tension hooks the reader by activating their curiosity because they now have a challenge they want to see solved.

2. Show the gap and make it sting

Your second move is critical because here you want to make readers feel the gap in existing knowledge. That’s how you justify your research.

Most papers typically use one of these gap-signalling strategies. Use these rhetorical tactics:

  • Absence: “No study has examined…” It shows very few studies exist on a particular topic. This can be a bit of a gamble if you don’t know the literature extremely well.
  • Inadequacy: “Prior work has overlooked…” Here, you point out specific shortcomings in previous research approaches.
  • Tension: “While A suggests X, B finds Y, which leaves the issue unresolved.” The most popular approach is to address contradictory findings in the literature. Readers want to see how you’ll resolve the intellectual tension.

Instead of this simple methodological description:

“We conducted a survey of 200 participants using a 5-point Likert scale.”

More interesting papers do this:

“We applied network analysis to longitudinal survey data to reveal previously undetectable patterns in organizational behaviour during periods of institutional change.”

See the difference? The second version doesn’t just tell readers what was done; it signals why the methodological approach gets them new insights. It converts methodology from a procedural note to a value proposition.

3. Describe what you found, not just what you did

Here’s where most people mess up. They treat methods like a checklist. A typical abstract presents results as neutral findings. But a compelling abstract frames results as contributions to knowledge.

“We used a mixed-methods approach and surveyed 300 undergraduates…”

Cool. So what?

Instead, frame your method as action. As something that produced insight.

“Using a mixed-methods design, we identified five previously undocumented motivations for online civic engagement.”

Your method is the road. Your findings are the destination. Talk about both in that sentence. Challenge a dominant assumption that X necessarily leads to Y. Show some new relationships if you can. Your goals is to frame the finding in terms of how they transform existing knowledge. This is crucial because potential citing authors in your field are looking for papers that provide them with useful conceptual tools, not just data points.

4. Lead with the finding. Then frame the impact.

The heart of your abstract? Results.

But don’t just drop numbers. Make it about your discovery.

Compare:

“Results showed that 68% of participants preferred…”

versus

“Contrary to existing theories, over two-thirds of participants favoured…”

See the difference? Same result. Sharper framing. More impact.

Then. Go meta. What does this finding mean for the field?

5. Avoid a lame shrug at the finish and close it with a punch

Too many abstracts fade out with vague takeaways. The most common mistake I’ve seen in academic abstracts is ending with tepid implications.

“These findings may inform future research.”

Yawn. This is where my attention goes to die. It’s just so damn boring. Be more specific. Tell us the exact impact.

I would use an implication to drive home why your paper matters:

“These findings challenge the dominant model of student motivation and suggest a need for new engagement frameworks in hybrid learning contexts.”

Don’t hedge unless you have to. Use hedges like “suggests” only when necessary. We all fear reviewer 2, so you might have to hedge. But then use booster words like “demonstrates” when your data is strong.

Articulate exactly how your findings reconfigure understanding. Here’s an example:

“We establish the mediating role of power distance in knowledge-sharing behaviours. This study, hence, provides a theoretical framework for predicting innovation outcomes in cross-cultural collaborations and offers practical intervention points for multinational project teams.”

This approach explicitly signals to potential readers how they might use your work in their own research. You’re not just concluding your paper to be done with it, but you’re opening doors to future research that builds on yours.

You’re not just telling readers what you did. You’re telling them why they should care.

That’s what gets you cited.

Language that make your abstract more credible

The linguistics of great abstracts reveal fascinating patterns some of which are discussed in Hyland’s work. While low-impact abstracts often hedge with tentative language (“may suggest,” “could indicate”), high-impact abstracts use more definitive language that signals confidence and importance.

High-impact abstracts typically:

  • Use strong, active verbs (“demonstrates,” “establishes,” “transforms”) instead of weak ones (“shows,” “looks at,” “suggests”)
  • Include linear and constant thematic patterns to improve readability and coherence.
  • Mix tenses smartly:
    • Present tense: research problem, aim. Use the present tense for stating contributions, which signals ongoing relevance.
    • Past tense: methods, findings. The stuff you’ve done for your study.
    • Present perfect: Connecting past work to present needs.
  • Strategically place stance markers that signal novelty (“surprisingly,” “contrary to previous assumptions”) and appropriate hedges, boosters, and self-mentions that establish scholarly authority.
  • Clear transition markers (”However” to signal the problem) between rhetorical moves to help readers follow the logical structure.
  • Avoid unnecessary jargon while using precise disciplinary terminology that signals insider knowledge and improves searchability. Drop fillers. Say what matters.

This authoritative language positions it as significant and worthy of attention. Of course, your results must back this up.

Do abstract conventions vary across fields?

Yes, these rhetorical moves manifest differently across disciplines. STEM abstracts emphasize methodological novelty and quantitative results, while humanities abstracts emphasize theoretical framing and interpretative contributions.

Social science abstracts often bridge these approaches. The most successful ones I’ve read effectively blend empirical evidence with theoretical significance, using language that signals both methodological rigour and conceptual importance.

For example, in psychology journals, successful abstracts often emphasize the practical applications of findings, while in sociology, they typically show theoretical implications, too. Understanding these disciplinary differences is crucial for tailoring your abstract to your discipline’s audience.

Don’t make your abstract conventional, make it citable

Successful abstracts are well-structured. But they are also strategically written marketing documents for research. They use rhetorical moves that:

  1. Create intellectual tension through specific gap identification
  2. Position methodology as enabling new insights
  3. Frame results as transformative contributions
  4. Explicitly articulate broader implications
  5. Use authoritative language to signal significance

And they do all this while respecting disciplinary conventions. The papers that consistently gain the most citations don’t always have the most groundbreaking research. Rather, they have abstracts that most effectively communicate the value of their research to potential readers.

A final note

The most successful abstracts don’t just tell readers what you discovered. No, they show readers how your work creates space for their own work. They signal how citing your paper would enhance others’ arguments.

And because citations are academic currency. When authors cite your work, they’re acknowledging that your research has value for their own. Your abstract needs to make that value proposition explicit and compelling.

Some academics might worry that focusing on rhetorical moves feels like marketing rather than scholarship. But I’d argue that communicating your research effectively is an ethical responsibility. What good is your research if no one reads it?

If your research has value (and I believe it does), then it’s your duty to make it reach the audience who can use it. Using these rhetorical strategies doesn’t mean exaggerating your findings or making false claims. It means communicating the genuine value of your work in ways that help others recognize its relevance to their own academic pursuits.

The academic papers that make the biggest splash are the ones that most effectively communicate their value to the research community. And that communication begins with a strategically written abstract. You got this.

P.S.: Curious to explore how we can tackle your research struggles together? I've got three suggestions that could be a great fit: A seven-day email course that teaches you the basics of research methods. Or the recordings of our ​AI research tools webinar​ and ​PhD student fast track webinar​.

The perfect abstract formula

Here’s your cheat sheet:

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