| Section | Recommended Content | Typical Length (for a 5‑10 page paper) |
|---------|--------------------|---------------------------------------|
| Title | Short, descriptive, and keyword‑rich. Avoid internal IDs (e.g., “190217”) unless they are essential. | ≤ 12 words |
| Abstract | 1‑2 sentences for background, 1‑2 for methods/approach, 1‑2 for results, 1 for significance. | 150‑250 words |
| Keywords | 4‑6 terms that capture the main topics and methods. | — |
| Introduction | • Hook (a striking fact, anecdote, or question)
• Brief literature gap
• Your contribution (the thesis) | 1‑1.5 pages |
| Background / Literature Review | Summarize the most relevant prior work, highlighting where your contribution fits. Use a narrative rather than a list. | 1‑2 pages |
| Methods / Approach | Describe data sources, experimental design, analytical techniques, or theoretical framework in enough detail to be reproducible. | 1‑1.5 pages |
| Results / Findings | Present key outcomes with figures/tables; each visual should have a self‑contained caption. | 1‑1.5 pages |
| Discussion | Interpret the results, relate them back to the research question, discuss limitations, and suggest future work. | 1‑1.5 pages |
| Conclusion | Restate the main takeaway, emphasize impact, and (if appropriate) call to action. | ½‑1 page |
| References | Follow the citation style required by your venue (APA, IEEE, Chicago, etc.). | — |
| Appendices (optional) | Extra data, code snippets, survey instruments, etc. | — |
Tip: Use a reverse outline on your current draft—write a one‑line summary for each paragraph. Then compare that outline to the structure above and move or merge sections as needed.
| Step | What to Do | Tools | |------|------------|-------| | Read aloud | Spot awkward phrasing and missing articles. | Your own voice or Text‑to‑Speech software | | Peer review | Have at least two colleagues give feedback on clarity and logic. | Google Docs comments, Overleaf “review” mode | | Check formatting | Verify margins, font, line spacing, heading hierarchy. | Word/LaTeX templates from the target venue | | Run a plagiarism check (if required) | Ensure originality and correct citation. | Turnitin, iThenticate, or free alternatives | | Prepare a cover letter (if submitting) | Summarize contributions, suggest reviewers, and disclose conflicts. | Follow the journal’s guidelines | desperateamateurs190217maryjaynnreturnsx better
If the goal is to create content around "Mary Jaynn Returns" as part of "Desperate Amateurs," here are some steps and ideas:
| Element | Checklist |
|---------|-----------|
| Figures | • High‑resolution (300 dpi for print).
• Clear axis labels, units, and legend.
• Captions that explain what is shown and why it matters. |
| Tables | • Simple, no vertical lines unless required.
• Column headers concise; footnotes for clarifications.
• Align numbers on the decimal point. |
| Placement | Insert each visual after its first mention in the text. |
| Accessibility | Add alt‑text descriptions for screen readers. | | Section | Recommended Content | Typical Length
Before
“In the past few years a lot of people have been talking about how amateur groups have been struggling a lot, especially after the launch of the MaryJaynn ReturnsX platform in 2021. This paper tries to look at why that is, and we will see some data and then we will discuss what it means.” | Step | What to Do | Tools
After
“Since the launch of the MaryJaynn ReturnsX platform in 2021, amateur collectives have reported a 37 % decline in active participation (Smith 2023). This trend raises critical questions about engagement sustainability in volunteer‑driven ecosystems. In this study we analyze usage logs (n = 12 842) and survey responses (N = 1 204) to identify the primary drivers of attrition and to propose evidence‑based interventions.”
Notice the improvements: concrete numbers, clear research gap, precise methods, and a more formal tone.