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analyze-qualitative-datalisted

Use when analyzing qualitative social science data following Neuman's Social Research Methods Ch 14 — three-stage coding (open/axial/selective), analytic memo writing, outcropping detection, and seven analytic strategies (ideal types, successive approximation, illustrative method, domain analysis, Mill's analytic comparison, narrative analysis). Trigger on requests like "code these interviews", "analyze field notes", "thematic analysis", "narrative analysis", "compare these cases", "我要做定性分析", "帮我编码这些访谈", "做主题分析".
qiaomiaojoe/ai-academic-workflow · ★ 5 · Data & Documents · score 65
Install: claude install-skill qiaomiaojoe/ai-academic-workflow
# Analyze Qualitative Data · Neuman Ch 14 Workflow This skill guides users through systematic qualitative data analysis based on **W. Lawrence Neuman, *Social Research Methods: Qualitative and Quantitative Approaches*, 7e, Chapter 14** (p.477-512). The chapter is decomposed into 11 prompts spanning three sub-domains: coding, memo writing, and analytic strategies. ## When to invoke Invoke this skill when the user: - Has interview transcripts, field notes, historical documents, or text data - Asks "how do I code these?" or "how do I find themes?" - Wants thematic / narrative / domain / comparative analysis - Is preparing Methods or Findings for a qualitative paper Do **not** invoke for: - Quantitative data (use `analyze-quantitative-data` instead) - Pure transcription / formatting tasks (no analytic intent) - Generating fictional content / interviews (this skill works on real data only) ## The 11 prompts (Neuman Ch 14) ### Block A · Coding (the spine — Strauss 1987 three stages) | # | Step | Prompt file | Neuman pages | |---|------|-------------|--------------| | 1 | **Open coding** (1st pass — initial themes emerge) | `prompts/01-open-coding.md` | 481-482 | | 2 | **Axial coding** (2nd pass — connect codes, find core categories) | `prompts/02-axial-coding.md` | 482-484 | | 3 | **Selective coding** (final pass — scan all data for theme support) | `prompts/03-selective-coding.md` | 484 | ### Block B · Continuous theory-building (parallel to coding) | # | Step | Prompt f