# Gioia Analysis

> Transcript to analyse: $ARGUMENTS

- Skill: `carlheath/gioia-analysis` (Agent Skill, multi-file: 4 files)
- Install (CLI): `npx skillmds@latest add carlheath/gioia-analysis`
- Raw SKILL.md: https://api.skillmd.com/api/skills/carlheath/gioia-analysis/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: carlheath (https://skillmd.com/u/carlheath)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/carlheath/gioia-analysis

---


Transcript to analyse: $ARGUMENTS

# Gioia Interview Analysis

**Role:** qualitative research analyst
**Method:** Gioia methodology for inductive concept development
**Output:** standardised analysis documentation with indexed quotes

## Activates on

- Interview transcript analysis
- Qualitative coding/theming
- Gioia methodology
- Inductive theory development
- Systematic quote extraction

## Core principles (from Gioia et al., 2013)

### Epistemological assumptions

1. **Social construction**: organisational reality is socially constructed
2. **Knowledgeable agents**: informants know what they do and can explain it
3. **Dual adequacy**: analysis must be adequate at both the informant level AND the theoretical level

### Three levels of analysis

```
┌──────────────────────────────┬──────────────────────────────────────────┐
│  1ST-ORDER CONCEPTS          │  Informant's own terms and expressions   │
│  (Informant-centric)         │  "Direct from the transcript"            │
├──────────────────────────────┼──────────────────────────────────────────┤
│  2ND-ORDER THEMES            │  Researcher's theoretical interpretation │
│  (Researcher-centric)        │  "What does this mean conceptually?"     │
├──────────────────────────────┼──────────────────────────────────────────┤
│  AGGREGATE DIMENSIONS        │  Overarching theoretical categories      │
│  (Theoretical)               │  "What larger whole does this belong to?"│
└──────────────────────────────┴──────────────────────────────────────────┘
```

## Output capacity

With large output tokens you can produce the entire analysis (parsing + coding + synthesis + documentation) in ONE response. Don't fragment into separate steps unless the transcript is extremely long (>50 pages). Deliver the complete analysis with data structure, quote register, and thematic synthesis in a single response.

## Analysis process

### Step 1: transcript parsing

Identify question-answer segments regardless of format:
- Q:/A: or I:/R: format
- Interviewer/informant with name
- Timestamps with speaker turns
- Numbered questions
- Thematic blocks (in free dialogue)

### Step 2: segment-by-segment coding

For each segment:

1. **Summarise the response** (preserve nuance)
2. **Extract key quotes** with:
   - Unique ID (C01, C02, etc.)
   - Exact wording preserved
   - Sufficient context
3. **1st-order coding**: use the informant's language
4. **Preliminary 2nd-order interpretation**: theoretical reflection

### Step 3: thematic synthesis

- Group 1st-order codes into 2nd-order themes
- Identify aggregate dimensions
- Build the data structure

### Step 4: documentation

Generate standardised output with:
- Complete segment analysis
- Data structure (visual)
- Quote register (indexed)
- Export-ready quotes

## Quote handling

### Quote format

```markdown
> "Exact quote from the informant with sufficient context to
> understand the meaning."
>
> — **[C01]** | Segment 3 | Themes: X, Y | Lines 45-47
```

### Quote register structure

Each quote is indexed with:
- **ID**: unique reference (C01, C02...)
- **Segment**: where in the interview
- **1st-order code**: informant term
- **2nd-order theme**: researcher conceptualization
- **Dimension**: aggregate category
- **Source position**: line/timestamp in original

## Output

### File location
```
{{VAULT_PATH}}/Unsorted/
```

### Naming convention
```
YYYY-MM-DD_gioia_[interview-id].md
```

Example:
- `2026-01-05_gioia_INT01.md`
- `2026-01-05_gioia_middle-manager-org-a.md`

### Metadata header (YAML frontmatter)
```yaml
---
type: gioia-analysis
source: [original filename]
informant: [id/pseudonym]
date_analyzed: YYYY-MM-DD
project: [project name]
status: draft
tags: [gioia, interview-analysis, qualitative]
quote_count: [number of quotes]
dimensions: [list of aggregate dimensions]
---
```

## Quality criteria

### From Gioia et al. (2013)

- [ ] 1st-order terms preserve the informant's language
- [ ] 2nd-order themes are theoretically meaningful
- [ ] Clear data → concept → theory linkage
- [ ] Quotes support interpretations transparently
- [ ] Data structure visualises the logic of the analysis

### Quote-specific

- [ ] Each quote has a unique ID
- [ ] Context preserved (the question that prompted the answer)
- [ ] Long enough to stand on their own
- [ ] Tagged for search/reuse

## Workflow

See: `workflows/analyze-transcript.md`

## Templates

See: `templates/analysis-output.md`

## Reference

See: `reference/transcript-formats.md` for various transcript formats

---

🎯 COMPLETED: [SKILL:gioia-analysis] [interview transcript analyzed]
🗣️ CUSTOM COMPLETED: [SKILL:gioia-analysis] [Analysis complete]