Most people search for abstract examples because the rules make sense in theory but the blank box with a 250-word limit does not.
Seeing a finished abstract, sentence by sentence, is the fastest way to understand how much to say about the method, how specific the results should be, and where the conclusion stops.
This page gives you a fill-in template and four model abstracts written by GradeEssays for illustration. The studies, numbers and findings in them are fictional, invented only to show structure. Each model is followed by an annotation table so you can see what every sentence is doing.
For a fuller walkthrough of writing an abstract for a long project, see our guide to dissertation abstract writing.
What an abstract answers
A good abstract answers five questions in order: what is the context, what did you set out to do, how did you do it, what did you find, and what does it mean. In practice that is one or two sentences each, with the results given the most space and real figures where you have them. Use the template below, then compare your draft with the annotated examples that match your paper type.
Fill-in Abstract Template
This template works for most empirical papers (research papers, lab-based studies, theses and dissertations in the social and health sciences). Write each row as one or two sentences, then join them and cut to your word limit.
| Move | What to write | Fill-in prompt | Typical share |
|---|---|---|---|
| 1. Context | The problem or field, in one line | "[Problem] affects [population/area], yet [what is unclear]." | 10 to 15% |
| 2. Aim | Purpose, question or hypothesis | "This study examined whether [X] is associated with [Y] among [population]." | 10% |
| 3. Method | Design, sample, measures, analysis | "Using a [design], we [collected/analyzed] [data] from [n] [participants/sources]." | 20 to 25% |
| 4. Results | Main findings, with figures | "[Main result with number]. [Second result]. [Unexpected or null finding if important]." | 30 to 40% |
| 5. Conclusion | Meaning and implication | "These findings suggest [interpretation], indicating [practical or theoretical implication]." | 15 to 20% |
| Keywords | 3 to 5 search terms not in the title | "Keywords: [term], [term], [term]" | Separate line |
Model Example 1: Informative Abstract (Psychology Study)
This is the most common type: a single paragraph summarizing a quantitative study. It is about 200 words, which fits most 150 to 250 word limits.
Model abstract (fictional study, written for illustration)
Title: Smartphone Use Before Bed and Next-Day Attention in First-Year University Students
(1) Late-evening smartphone use is common among university students, but its link with next-day attention has rarely been measured objectively. (2) This study examined whether screen time in the hour before sleep predicted performance on a sustained attention task the following morning. (3) Over 14 days, 112 first-year undergraduates logged screen time through a phone tracking app and completed a five-minute online attention task each morning. Sleep duration was recorded by self-report diary. Multilevel models tested within-person associations while controlling for sleep duration and caffeine intake. (4) On nights with above-average pre-sleep screen time, students made more errors the next morning (b = 0.42, p = .003), and this association remained after controlling for sleep duration. Reaction time was not significantly affected. Students who reported using their phone in bed with the lights off showed the strongest effect. (5) The results suggest that pre-sleep screen use may affect attention through routes other than shortened sleep alone. Brief guidance on evening phone habits could be a low-cost addition to first-year wellbeing programs.
Keywords: screen time, sustained attention, sleep hygiene, undergraduates, experience sampling
| Sentence | Move | Why it works |
|---|---|---|
| (1) | Context and gap | States the problem and the gap ("rarely measured objectively") in one sentence, so the reader knows why the study exists. |
| (2) | Aim | Names the predictor, the outcome and the timing. A reader could almost guess the design from this line. |
| (3) | Method | Gives duration, sample size, population, measures and analysis in three short sentences. No procedural detail that belongs in the paper. |
| (4) | Results | Leads with the main finding and a statistic, reports the null result honestly, then adds one notable sub-finding. |
| (5) | Conclusion | Interprets carefully ("suggest", "may") and ends with a concrete implication rather than "more research is needed". |
Model Example 2: Structured Abstract (Health Sciences)
Many health, nursing and medical journals, and some programs, require headings inside the abstract. The content is the same five moves; the headings simply label them.
Model structured abstract (fictional project, written for illustration)
Background: Missed doses of time-critical medications are a recurring safety concern on busy medical wards, particularly during evening handover.
Objective: To evaluate whether a color-coded medication alert on the electronic record reduced missed time-critical doses on a 28-bed medical ward.
Methods: A before-and-after quality improvement design compared 8 weeks of baseline data with 8 weeks after introduction of the alert. Missed and delayed doses (more than 60 minutes late) were extracted from the electronic medication record. Nurses completed a short usability survey at week 6.
Results: Missed time-critical doses fell from 41 in the baseline period to 17 after implementation, and delayed doses fell from 96 to 62. Most responding nurses rated the alert as easy to notice, although several reported alert fatigue on night shifts.
Conclusions: A simple visual alert was associated with fewer missed time-critical doses. Reviewing alert frequency on night shifts may help sustain the improvement.
| Heading | What to notice |
|---|---|
| Background | One sentence only. Structured abstracts punish long context sections because the word limit is shared across five headings. |
| Objective | Written as an infinitive ("To evaluate...") which is the convention for most structured formats. |
| Methods | Names the design honestly (before-and-after, not "trial") and defines the outcome ("more than 60 minutes late"). |
| Results | Real counts in both directions, plus the qualitative caveat about alert fatigue. |
| Conclusions | Uses "associated with" because a before-and-after design cannot prove cause. |
Model Example 3: Humanities Abstract (History or Literature)
Humanities abstracts rarely have a "method" and "results" in the scientific sense. Instead they state the argument, the material examined, the approach, and the contribution to existing scholarship.
Model humanities abstract (written for illustration)
Histories of the Victorian seaside usually treat the railway excursion as the moment working-class leisure became commercial. This essay argues that the shift began earlier, in the cheap steamer trips that ran from industrial river towns in the 1830s and 1840s. Drawing on newspaper advertisements, steamer company handbills and two surviving passenger diaries, it shows how operators sold day trips as respectable family outings, priced them for weekly wage earners, and negotiated with local authorities over Sunday sailings. The essay suggests that the railway inherited an existing market rather than creating one, and that the moral arguments later attached to excursion trains were first rehearsed on the water. In doing so, it extends recent work on leisure and respectability by shifting attention from destinations to the journey itself.
| Element | Where it appears | Why it works |
|---|---|---|
| Existing view | Sentence 1 | Sets up the conversation the essay joins. |
| Thesis | Sentence 2 ("This essay argues...") | The argument is stated plainly and early. |
| Sources and approach | Sentence 3 | Names the archive types, which is the humanities equivalent of a method. |
| Findings | Sentence 3 continued | Three concrete things the essay shows, not vague "explores" language. |
| Contribution | Sentences 4 and 5 | Explains what changes in the field if the argument holds. |
Model Example 4: Descriptive Abstract (Report or Review)
A descriptive abstract tells the reader what a document covers without reporting results. It is used for reports, literature reviews, policy papers and some conference submissions. It is usually short, often 100 words or fewer.
Model descriptive abstract (written for illustration)
This report reviews approaches to reducing food waste in university catering. It outlines the main sources of waste across purchasing, preparation and plate waste, summarizes interventions reported in the sector, including portion choice, tray removal and demand forecasting, and discusses the practical barriers caterers report. The report concludes with a set of questions for catering managers planning a waste audit.
Compare this with the informative examples above. A descriptive abstract uses verbs like "reviews", "outlines" and "discusses", and gives no findings. If your assignment brief asks for an abstract of an empirical study, a descriptive one will usually lose marks because it leaves out the results.
Descriptive Versus Informative at a Glance
| Feature | Descriptive | Informative |
|---|---|---|
| Reports results? | No | Yes, with figures where possible |
| Typical length | 50 to 100 words | 150 to 300 words |
| Best for | Reports, reviews, policy papers | Research papers, theses, dissertations |
| Key verbs | Outlines, describes, reviews | Found, showed, increased, suggests |
Before and After: Fixing a Weak Abstract
The most useful exercise is seeing a weak draft repaired. The draft below is a typical first attempt; the revision keeps the same fictional study.
Weak draft: "In today's society, social media is a very important topic. This paper will look at social media and loneliness. A survey was done. The results were interesting and showed some relationships. Further research is needed."
Revised: "Heavy social media use has been linked with loneliness in adolescents, but less is known about adults over 60. This study surveyed 340 adults aged 60 to 85 about daily social media time, the platforms they used and loneliness (UCLA Loneliness Scale, short form). Time spent on video-call apps was associated with lower loneliness scores, whereas time on passive scrolling platforms showed no association. The findings suggest that the type of use matters more than total time for older adults."
| Problem in draft | Fix in revision |
|---|---|
| Generic opener ("In today's society") | Starts with the specific gap |
| Future tense ("will look at") | Past tense for what was done |
| No sample or measure | Gives sample size, age range and named scale |
| Vague results ("interesting") | States what was associated with what |
| Empty ending | Ends with an interpretation a reader can use |
Word Limits and Format by Style
| Context | Usual length | Format notes |
|---|---|---|
| APA 7 professional paper | Commonly 150 to 250 words | Own page after the title page, "Abstract" centered and bold, no indent; optional keywords line below. Student papers include one only if the instructor asks. |
| Journal article | Set by the journal, often 150 to 300 | Follow the author guidelines exactly; some require structured headings. |
| Undergraduate dissertation | Often 200 to 300 words | Check the handbook; usually one page maximum. |
| Master's thesis or PhD | Often 300 to 500 words | University regulations govern length; may be submitted separately to the repository. |
| Conference submission | Varies widely, 200 to 500 | Often judged on the abstract alone, so results matter even more. |
Variations by Discipline and Level
| Discipline | What markers expect | Common mistake |
|---|---|---|
| Psychology and social sciences | Sample, design, key statistic, careful interpretation | Listing every hypothesis instead of the main finding |
| Nursing and health | Structured headings, setting, measurable outcomes | Claiming causation from a QI or observational design |
| Engineering and computing | Problem, proposed system or method, performance figures | Describing the system without saying how well it performed |
| Business | Research question, data source, managerial implication | Ending without saying what managers should do |
| History and literature | Argument, sources, contribution to scholarship | Summarizing the plot or narrative instead of the argument |
Level matters too. An undergraduate abstract can name the method in a phrase; a master's or doctoral abstract is expected to justify the design briefly and position the contribution against existing work, often in a final sentence like the one in example 3.
Abstract Checklist
- Every sentence matches one of the five moves; nothing is decorative.
- The aim or question is stated explicitly.
- Method names the design, sample or sources, and analysis.
- Results take the largest share and include figures where you have them.
- Claims match the design ("associated with" rather than "caused" for observational work).
- Past tense for what was done and found; present tense for conclusions.
- No citations, abbreviations without definition, tables or figures.
- Nothing appears in the abstract that is not in the paper.
- Within the word limit, counted by the same tool your marker uses.
- Keywords add terms that are not already in the title.
How GradeEssays Helps with Abstracts
If you have a finished paper and the abstract will not come together, send the paper (or the results and discussion sections), your word limit, the style guide and any template your department uses.
A writer in your subject drafts a model abstract that reflects your actual findings, in the format required, which you can compare with your own version and adapt. We can also edit an abstract you have written, tightening wording and checking it against the paper.
Work is written from scratch and plagiarism-checked before delivery, your identity is never shared with the writer, and revisions within the scope of your original request are free. Deadlines run from 3 hours to 20 days, and price depends on length, deadline, academic level and writer tier (Standard, Master or Elite).
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Frequently Asked Questions
Last. You cannot summarize results and conclusions you have not finished writing. Many writers draft a rough version early to stay focused, then rewrite it completely at the end.
You can reuse key phrases, but lifting whole sentences usually makes the abstract read unevenly. Rewrite each move as a fresh, compressed sentence.
Almost never. Abstracts are read on their own in databases, so they should not depend on references. A rare exception is a paper that replicates one named study.
As specific as the limit allows. A number, direction of effect or named theme is far more useful than "significant results were found".
No. All four model abstracts were written by GradeEssays for illustration, and the data in them is fictional. Use them to study structure, not as sources.
An abstract is a short, single-paragraph summary for academic readers. An executive summary is longer, often a page or more, written for decision-makers, and usually includes recommendations.
Only if your instructor asks for one. APA 7 treats the abstract as standard for professional papers but optional for student papers.
Three to five is typical. Choose terms a researcher would search for that do not already appear in your title.