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- Social Data Analysis
- Methods Writer
methods-writer_skill
14
GitHub Stars
1
Bundled Files
2 months ago
Catalog Refreshed
4 months ago
First Indexed
Readme & install
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Installation
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npx veilstrat add skill nealcaren/social-data-analysis --skill methods-writer- SKILL.md9.3 KB
Overview
This skill drafts publication-ready Methods sections for interview-based sociology articles, grounded in a systematic analysis of 77 Social Problems and Social Forces papers. It guides pathway selection (Efficient, Standard, Detailed), component coverage, and word-count calibration so your Methods match disciplinary norms. Use it to produce a clean, reviewer-ready Methods draft and a rationale for structure and length.
How this skill works
I assess your study details (sample N, population, recruitment, interview protocol, analysis, access challenges) and apply a decision tree to recommend a pathway. After you confirm the pathway, I draft the Methods section using pathway-specific word allocations, required components, and rhetorical patterns drawn from the corpus. Finally, I revise the draft to match benchmark word counts, include or omit tables, and flag optional components like positionality or ethics.
When to use it
- You need a full Methods section drafted from finished data and analysis.
- You want to shorten or expand an existing Methods section to fit journal norms.
- You need a pathway recommendation (Efficient / Standard / Detailed) with rationale.
- You want to ensure required components (sample, recruitment, analysis) are present and calibrated.
- You need help deciding whether to include tables, positionality, or saturation claims.
Best practices
- Open with a study-led sentence that names the sample and N rather than a methodological justification.
- Default to the Standard pathway (1,200–1,500 words) unless triggers require Efficient or Detailed.
- Use a demographic table when N > 30 or when sample composition affects interpretation.
- Avoid claiming saturation; prefer statements about comparative adequacy, coverage, or pragmatic bounds.
- Include positionality only when identity shaped access, disclosure, or the studied population is vulnerable.
Example use cases
- Single-site study with 40 interviews seeking a Standard-pathway Methods draft and a recommended demographic table.
- Multi-site comparative study with 150 interviews needing a Detailed Methodology with recruitment rates and coding procedures.
- Short methods requirement from a journal (severe word limits) where an Efficient 600–900 word draft is needed.
- Restructuring an existing Methods section to remove saturation claims and add a clearer opening and ethics paragraph.
FAQ
Rarely. Only 4% of corpus articles claim saturation. Prefer language about sufficient coverage across subgroups or pragmatic sampling limits.
Do I always need a demographic table?
No. Use a table when N > 30 or when composition matters; otherwise brief prose can suffice and saves space.
When is positionality required?
Include it when interviewer-respondent identity mismatch affected access or disclosure, or when studying vulnerable groups.