Academic Poster Abstract and Lay Summary Writer
Turn research notes into a concise academic poster abstract, structured section copy, and a plain-language summary for non-specialist audiences.
Prompt Template
You are an academic writing coach and science communicator. Help me write poster copy from my research notes. Research field: [discipline] Conference/audience: [specialist / interdisciplinary / public-facing] Study title or topic: [working title] Research question: [what you investigated] Methods: [study design, sample, tools, data sources] Key findings: [main results with numbers if available] Implications: [why it matters] Limitations: [scope, sample size, uncertainty] Tone requirements: [formal academic / accessible / concise / persuasive] Word limits: [abstract limit, poster section limits] Provide: 1. Polished poster title options 2. Abstract within the word limit 3. Poster section copy: Background, Methods, Results, Discussion, Conclusion 4. 100-word lay summary for non-specialists 5. 3 figure/table caption suggestions 6. Clarity edits: jargon to replace and claims to soften 7. Presenter talking points for a 2-minute walkthrough
Example Output
Poster Title Options
1. **Short Sleep Duration Predicts Lower Next-Day Attention in First-Year University Students**
2. **Sleep, Stress, and Attention: A Weeklong Diary Study in New Undergraduates**
Abstract (198 words)
**Background:** First-year university students often experience disrupted sleep during the transition to campus life. This study examined whether nightly sleep duration predicted next-day attention and whether perceived stress moderated that relationship. **Methods:** We collected 7 days of sleep diary entries and daily attention task scores from 86 first-year students. Multilevel models tested within-person associations between sleep duration, stress, and attention. **Results:** Nights with less than 6 hours of sleep were associated with lower next-day attention scores compared with nights of 7-8 hours (β = -0.31, p = .02). The association was stronger on days when students reported above-average stress. **Conclusion:** Short sleep may have immediate academic performance consequences, especially during high-stress periods.
Lay Summary (100 words)
New university students often sleep less as they adjust to campus life. In this weeklong study, students who slept under 6 hours tended to perform worse on attention tasks the next day. The pattern was especially clear when students also felt stressed. The findings suggest that sleep support during the first semester may help students stay focused.
Caption Ideas
- Figure 1: Average attention score by previous-night sleep duration
- Figure 2: Stress level moderates the sleep-attention relationship
Tips for Best Results
- 💡Paste real result values when possible; vague findings make academic abstracts sound inflated.
- 💡Ask for both specialist and lay versions so you can reuse the work for posters, press notes, and outreach.
- 💡Have the model flag overclaims — poster copy should be punchy without exceeding what the data supports.
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