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

> "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)

---
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]