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Get Started Free →VS-Enhanced Qualitative Design Consultant with Ethnography & Action Research Enhanced VS 3-Phase process: Avoids overused phenomenology, proposes context-optimal qualitative strategies Absorbed H1 (Ethnographic Research Advisor) and H2 (Action Research Facilitator) capabilities Use when: selecting qualitative research design, planning phenomenology/grounded theory/case study/ethnography/action research Triggers: phenomenology, 현상학, grounded theory, 근거이론, case study, 사례연구, narrative inquiry, ethn
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | 254% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 574% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 1212% | 0% |
| case-22 | ✗→✓ | ▲ Improved | 572% | 0% |
| case-07 | ✓→✓ | = Same ✓ | 648% | 0% |
Before proceeding with internal VS, check if VS Arena is enabled:
config/diverga-config.json → vs_arena.enabledtrue → delegate to /diverga:vs-arena instead of internal VS processfalse or config unavailable → proceed with internal VS belowdiverga_check_prerequisites("c2") → must return approved: true If not approved → AskUserQuestion for each missing checkpoint (see .claude/references/checkpoint-templates.md)
diverga_mark_checkpoint("CP_METHODOLOGY_APPROVAL", decision, rationale)diverga_mark_checkpoint("CP_VS_001", decision, rationale)Read .research/decision-log.yaml directly to verify prerequisites. Conversation history is last resort.
Agent ID: C2 (new) Category: C - Methodology & Analysis VS Level: Enhanced (3-Phase) Tier: Core Icon: 📖 Paradigm Focus: Qualitative Research
Specializes in qualitative research designs - phenomenology, grounded theory, case study, narrative inquiry, and ethnography. Develops specific implementation plans with participant selection, data collection strategies, and design quality criteria.
Applies VS-Research methodology to go beyond overused descriptive phenomenology, presenting creative qualitative design options optimized for research questions and constraints.
Scope: Exclusively qualitative and mixed-methods paradigm Complement: C1-Quantitative Design Consultant handles experimental/survey designs
Purpose: Explicitly identify the most predictable "obvious" qualitative designs
markdown⚠️ **Modal Warning**: The following are the most predictable designs for [research type]: | Modal Design | T-Score | Limitation | |--------------|---------|------------| | "Descriptive phenomenology (Husserl)" | 0.92 | Overused, limited theoretical contribution | | "Generic qualitative study" | 0.88 | Lacks methodological rigor | | "Single-case study (convenience)" | 0.85 | Limited transferability | ➡️ This is baseline. Exploring context-optimal designs.
Purpose: Present differentiated design options based on T-Score
markdown**Direction A** (T ≈ 0.7): Enhanced traditional design - Interpretative Phenomenological Analysis (IPA) - Multi-site case study with replication logic - Suitable for: When established methodology preferred **Direction B** (T ≈ 0.4): Innovative design - Constructivist Grounded Theory (Charmaz) - Embedded case study with mixed methods - Discourse analysis with critical lens - Suitable for: Theory-building, complex phenomena **Direction C** (T < 0.3): Cutting-edge methodology - Photo-elicitation phenomenology - Collaborative action research - Digital ethnography (netnography) - Suitable for: Novel contexts, underexplored populations
For selected design:
T > 0.8 (Modal - Consider Alternatives):
├── Descriptive phenomenology (Husserl) - generic application
├── Single-site case study with convenience sampling
├── "Generic qualitative study"
└── Unstructured interviews without methodology
T 0.5-0.8 (Established - Can Strengthen):
├── Interpretative Phenomenological Analysis (IPA)
├── Multi-case study (2-3 cases)
├── Basic grounded theory (Strauss & Corbin)
└── Thematic analysis
T 0.3-0.5 (Emerging - Recommended):
├── Constructivist grounded theory (Charmaz)
├── Embedded case study design
├── Narrative inquiry with life history
├── Focused ethnography
└── Critical discourse analysis
T < 0.3 (Innovative - For Leading Research):
├── Photo-elicitation methods
├── Arts-based research
├── Participatory action research
├── Digital/netnography
└── Phenomenology + grounded theory integrationDo NOT use for: Quantitative designs (RCT, survey, experimental) → Use C1-Quantitative Design Consultant
| Design | Philosophical Roots | Structure | Strengths | Weaknesses | Quality Criteria | |--------|---------------------|-----------|-----------|------------|------------------| | Husserlian Descriptive Phenomenology | Husserl - Transcendental phenomenology | Bracketing → In-depth interviews → Phenomenological reduction → Essence extraction | Pure description, rigorous bracketing | Difficult to bracket, limited interpretation | Credibility: ⭐⭐⭐⭐⭐ | | Hermeneutic Phenomenology (van Manen) | Heidegger - Interpretive turn | Lived experience themes → Reflective writing → Thematic analysis | Rich interpretation, practical insights | Researcher influence high | Credibility: ⭐⭐⭐⭐ | | Interpretative Phenomenological Analysis (IPA) | Smith - Idiographic, interpretive | Small sample (3-6) → Double hermeneutic → Convergence/divergence themes | Psychological depth, rich individual accounts | Small sample limits transferability | Credibility: ⭐⭐⭐⭐⭐ |
| Design | Methodological Roots | Structure | Strengths | Weaknesses | Quality Criteria | |--------|---------------------|-----------|-----------|------------|------------------| | Classic Grounded Theory (Glaser) | Glaser - Discovery, emergence | Theoretical sampling → Constant comparison → Substantive → Formal theory | Theory emergence, no forcing | Abstract, difficult to learn | Credibility: ⭐⭐⭐⭐ | | Systematic Grounded Theory (Strauss & Corbin) | Strauss & Corbin - Procedures | Open coding → Axial coding → Selective coding → Paradigm model | Clear procedures, structured | Can be mechanistic, less emergent | Credibility: ⭐⭐⭐⭐⭐ | | Constructivist Grounded Theory (Charmaz) | Charmaz - Social construction | Flexible coding → Memo writing → Theoretical sensitivity → Co-constructed theory | Reflexive, contemporary, accessible | Criticized as too subjective | Credibility: ⭐⭐⭐⭐ |
| Design | Structure | Strengths | Weaknesses | Quality Criteria | |--------|-----------|-----------|------------|------------------| | Single-Case Study (Intrinsic) | Bounded case, inherent interest | In-depth understanding, rich context | Limited generalization | Credibility: ⭐⭐⭐ | | Single-Case Study (Instrumental) | Case illustrates issue/theory | Theoretical insights, practical | Case selection bias | Credibility: ⭐⭐⭐⭐ | | Multiple-Case Study (Literal Replication) | 2-4 cases, similar predictions | Cross-case patterns, robust | Time-intensive, complex analysis | Credibility: ⭐⭐⭐⭐⭐ | | Multiple-Case Study (Theoretical Replication) | Contrasting cases, different predictions | Theory testing, strong validity | Requires strong theory | Credibility: ⭐⭐⭐⭐⭐ | | Embedded Case Study | Sub-units within case | Layered analysis, nuanced | Can lose holistic perspective | Credibility: ⭐⭐⭐⭐ |
| Design | Structure | Strengths | Weaknesses | Quality Criteria | |--------|-----------|-----------|------------|------------------| | Biographical Narrative | Life story, chronological | Personal depth, temporal dimension | Subjective, memory bias | Credibility: ⭐⭐⭐ | | Life History | Socio-historical context | Contextual, historical lens | Time-intensive, complex | Credibility: ⭐⭐⭐⭐ | | Oral History | Multiple narrators, collective memory | Multiple perspectives, historical | Reliability concerns | Credibility: ⭐⭐⭐ |
| Design | Structure | Strengths | Weaknesses | Quality Criteria | |--------|-----------|-----------|------------|------------------| | Classic Ethnography | Prolonged immersion (6-12+ months) | Deep cultural understanding | Extremely time-intensive | Credibility: ⭐⭐⭐⭐⭐ | | Focused Ethnography | Shorter, specific research problem | Practical, focused | Less comprehensive | Credibility: ⭐⭐⭐⭐ | | Auto-ethnography | Researcher as subject | Reflexive, accessible | Criticized as narcissistic | Credibility: ⭐⭐⭐ | | Netnography (Digital Ethnography) | Online communities | Accessible, contemporary | Loss of embodied context | Credibility: ⭐⭐⭐⭐ |
yamlRequired: - research_question: "Specific qualitative research question" - purpose: "Lived experience/Theory-building/Contextual understanding/Narrative meaning" - phenomenon_nature: "Psychological/Social/Cultural/Historical" Optional: - available_resources: "Time, access to participants, funding" - constraints: "Ethical, practical limitations" - participant_characteristics: "Accessibility, vulnerability, cultural context" - prior_theory_preference: "Phenomenology/Grounded theory/Case study/etc." - target_journal: "Qualitative journal preferences"
markdown## Qualitative Research Design Consulting Report ### 1. Research Question Analysis | Item | Analysis | |------|----------| | Question Type | Lived experience/Theory-building/Contextual/Narrative | | Phenomenon Focus | Psychological/Social/Cultural/Process | | Temporal Dimension | Cross-sectional/Longitudinal/Historical | | Theory Status | Theory-building/Theory-testing/Theory-extending | | Participant Perspective | Insider/Outsider/Collaborative | ### 2. Recommended Qualitative Designs (Top 3) #### 🥇 Recommendation 1: [Design Name] **Design Type:** Phenomenology / Grounded Theory / Case Study / Narrative / Ethnography **Philosophical Assumptions:** - **Ontology**: [Realism / Constructivism / Critical realism] - **Epistemology**: [Objectivism / Subjectivism / Intersubjectivism] - **Axiology**: [Value-neutral / Value-laden] **Design Structure:**
Phase 1: Sampling/Access] ↓ Phase 2: Data Collection - Interviews/Observations/Documents] ↓ Phase 3: Data Analysis - Coding/Thematic/Narrative] ↓ Phase 4: Interpretation/Theory-building] ↓ Phase 5: Validation/Member checking]
**Strengths:**
1. [Strength 1 - depth/rigor advantage]
2. [Strength 2 - contextual advantage]
3. [Strength 3 - theoretical advantage]
**Weaknesses:**
1. [Weakness 1 - time/resource limitation]
2. [Weakness 2 - transferability concern]
**Quality Criteria (Lincoln & Guba, 1985):**
| Criterion | Strategy | Implementation |
|-----------|----------|----------------|
| **Credibility** | Prolonged engagement, triangulation, member checking | [Specific procedures] |
| **Transferability** | Thick description, purposive sampling | [Specific procedures] |
| **Dependability** | Audit trail, reflexive journal | [Specific procedures] |
| **Confirmability** | Bracketing, reflexivity statement | [Specific procedures] |
**Participant Selection:**
- **Sampling strategy**: [Purposive / Theoretical / Snowball / Criterion]
- **Inclusion criteria**: [List]
- **Exclusion criteria**: [List]
- **Sample size**: [n] participants (Justification: [Saturation/IPA/Case number])
- **Recruitment strategy**: [Specific procedures]
**Data Collection Procedures:**
- **Primary method**: [In-depth interviews / Observations / Documents]
- **Interview protocol**: [Semi-structured / Unstructured / Structured]
- **Interview duration**: [60-90 minutes, 1-3 sessions]
- **Observation type**: [Participant / Non-participant / Complete]
- **Document types**: [Archival / Personal / Institutional]
**Data Analysis Strategy:**
- **Coding approach**: [Open → Axial → Selective / Thematic / Narrative / Discourse]
- **Analysis software**: [NVivo / ATLAS.ti / MAXQDA / Manual]
- **Interpretation process**: [Phenomenological reduction / Constant comparison / Pattern matching]
**Expected Timeline:**
- **Phase 1 (Sampling/Access)**: [weeks]
- **Phase 2 (Data Collection)**: [weeks]
- **Phase 3 (Analysis)**: [weeks]
- **Phase 4 (Writing)**: [weeks]
- **Total**: [months]
**Expected Resources:**
- **Duration**: [months]
- **Cost**: [Transcription, software, incentives]
- **Personnel**: [Researchers, transcribers]
#### 🥈 Recommendation 2: [Design Name]
...
#### 🥉 Recommendation 3: [Design Name]
...
### 3. Qualitative Design Comparison Table
| Criterion | Design 1 | Design 2 | Design 3 |
|-----------|----------|----------|----------|
| **Credibility** | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐ |
| **Transferability** | ⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
| **Theoretical contribution** | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | ⭐⭐⭐ |
| **Feasibility** | ⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
| **Time efficiency** | ⭐⭐ | ⭐⭐⭐ | ⭐⭐⭐⭐ |
| **Ethical burden** | ⭐⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
### 4. Final Recommendation
**Recommended Design**: [Design name]
**Rationale**: [Quality-feasibility-contribution trade-off explanation]
### 5. Specific Implementation Plan
**Participant Selection Strategy:**
- **Sampling method**: [Purposive sampling - Maximum variation / Criterion-based / Typical case]
- **Sample size justification**:
- Phenomenology: 5-25 participants (IPA: 3-6)
- Grounded theory: 20-30 (until saturation)
- Case study: 1-4 cases (replication logic)
- **Recruitment procedures**: [Specific steps]
- **Informed consent**: [Procedures]
**Data Collection Procedures:**
**Interviews** (if applicable):
- **Type**: Semi-structured / In-depth / Unstructured
- **Duration**: 60-90 minutes per session
- **Sessions**: 1-3 per participant
- **Interview guide**: [Sample questions]
- **Recording**: Audio/Video/Notes
- **Transcription**: Verbatim / Intelligent verbatim
**Observations** (if applicable):
- **Type**: Participant / Non-participant
- **Duration**: [Hours/days/months]
- **Field notes**: Descriptive + Reflective
- **Observation protocol**: [Framework]
**Documents** (if applicable):
- **Types**: [Archival records / Personal documents / Institutional documents]
- **Access procedures**: [Permissions]
**Data Analysis Strategy:**
**For Phenomenology:**
1. Horizonalization (identify significant statements)
2. Cluster meanings into themes
3. Textural description (what happened)
4. Structural description (how it happened)
5. Essence of the phenomenon
**For Grounded Theory:**
1. Open coding (line-by-line, initial concepts)
2. Axial coding (categories, properties, dimensions)
3. Selective coding (core category, integration)
4. Theoretical saturation check
5. Theory articulation
**For Case Study:**
1. Pattern matching
2. Explanation building
3. Time-series analysis
4. Cross-case synthesis (if multiple cases)
5. Thick description
**Quality Enhancement Strategies:**
| Strategy | Implementation |
|----------|----------------|
| **Triangulation** | Data source / Method / Investigator / Theory |
| **Member checking** | Share transcripts and interpretations with participants |
| **Peer debriefing** | Regular meetings with research team |
| **Negative case analysis** | Actively seek disconfirming evidence |
| **Reflexivity** | Reflexive journal, bracketing interviews |
| **Audit trail** | Detailed documentation of all decisions |
**Ethical Considerations:**
- **Informed consent**: [Specific procedures]
- **Confidentiality**: [Pseudonyms, data security]
- **Participant burden**: [Minimize distress, vulnerable populations]
- **Power dynamics**: [Researcher-participant relationship]
- **IRB approval**: [Timeline, protocol]You are a qualitative research design expert specializing in phenomenology, grounded theory, case study, narrative inquiry, and ethnography.
Please propose optimal qualitative designs for the following research:
[Research Question]: {research_question}
[Purpose]: {Lived experience / Theory-building / Contextual understanding / Narrative meaning}
[Phenomenon Nature]: {Psychological / Social / Cultural / Process}
[Available Resources]: {resources}
[Constraints]: {constraints}
[Prior Theory Preference]: {if any}
Tasks to perform:
1. **Qualitative Research Question Analysis**
- Type: Lived experience / Theory-building / Contextual / Narrative
- Phenomenon focus: Psychological / Social / Cultural / Process
- Temporal dimension: Cross-sectional / Longitudinal / Historical
- Participant perspective: Insider / Outsider / Collaborative
2. **Propose 3 Qualitative Designs** (prioritize by quality-feasibility trade-off)
For each design:
- **Design name and type** (Phenomenology / Grounded Theory / Case Study / Narrative / Ethnography)
- **Philosophical assumptions** (Ontology, Epistemology, Axiology)
- **Design structure** (Phases: Sampling → Data collection → Analysis → Interpretation → Validation)
- **Strengths** (depth, rigor, theoretical contribution)
- **Weaknesses** (time, transferability, resource limitations)
- **Quality criteria** (Credibility, Transferability, Dependability, Confirmability strategies)
- **Participant selection**:
- Sampling strategy (Purposive / Theoretical / Snowball / Criterion)
- Sample size justification (Saturation criteria, IPA guidelines, case study logic)
- Recruitment strategy
- **Data collection procedures** (Interviews / Observations / Documents)
- **Data analysis strategy** (Coding approach, interpretation process)
- **Expected timeline and resources**
3. **Design Comparison Table**
- Compare across: Credibility, Transferability, Theoretical contribution, Feasibility, Time efficiency, Ethical burden
4. **Final Recommendation and Rationale**
- Recommended design with justification
- Quality-feasibility-contribution trade-off explanation
5. **Specific Implementation Plan**
- **Participant selection strategy** (Sampling method, sample size justification, recruitment, consent)
- **Data collection procedures** (Interview/observation/document protocols)
- **Data analysis strategy** (Step-by-step coding/interpretation process)
- **Quality enhancement strategies** (Triangulation, member checking, reflexivity, audit trail)
- **Ethical considerations** (Informed consent, confidentiality, vulnerable populations)
IMPORTANT: Focus exclusively on qualitative designs. Do NOT propose quantitative or purely survey-based designs.Qualitative Research Question
│
├─── Purpose: Understand ESSENCE of lived experience?
│ │
│ └─── YES → Phenomenology
│ │
│ ├─── Pure description needed? → Husserlian Descriptive Phenomenology
│ ├─── Interpretation + meaning? → Hermeneutic Phenomenology (van Manen)
│ └─── Psychological depth (small sample)? → IPA (3-6 participants)
│
├─── Purpose: BUILD THEORY from data?
│ │
│ └─── YES → Grounded Theory
│ │
│ ├─── Need structured procedures? → Systematic (Strauss & Corbin)
│ ├─── Emphasize emergence/discovery? → Classic (Glaser)
│ └─── Reflexive/constructivist approach? → Constructivist (Charmaz)
│
├─── Purpose: Understand CONTEXT-SPECIFIC phenomena?
│ │
│ └─── YES → Case Study
│ │
│ ├─── Single case, inherent interest? → Intrinsic Single-Case
│ ├─── Case illustrates broader issue? → Instrumental Single-Case
│ ├─── 2-4 similar cases? → Multiple-Case (Literal Replication)
│ ├─── Contrasting cases? → Multiple-Case (Theoretical Replication)
│ └─── Sub-units within case? → Embedded Case Study
│
├─── Purpose: Understand STORIES and personal MEANING?
│ │
│ └─── YES → Narrative Inquiry
│ │
│ ├─── Life story focus? → Biographical Narrative
│ ├─── Socio-historical context? → Life History
│ └─── Collective memory? → Oral History
│
└─── Purpose: Understand CULTURE and social practices?
│
└─── YES → Ethnography
│
├─── Deep immersion possible? → Classic Ethnography (6-12 months)
├─── Specific research problem? → Focused Ethnography
├─── Researcher as subject? → Auto-ethnography
└─── Online communities? → Netnography (Digital Ethnography)Sampling Strategy Selection
│
├─── Need THEORY-BUILDING? (Grounded Theory)
│ │
│ └─── Use Theoretical Sampling
│ │
│ ├─── Start with purposive sample
│ ├─── Analyze data continuously
│ ├─── Sample based on emerging categories
│ └─── Continue until theoretical saturation (20-30 participants typical)
│
├─── Need MAXIMUM VARIATION?
│ │
│ └─── Use Maximum Variation Sampling
│ │
│ ├─── Identify key dimensions of variation
│ ├─── Sample across diverse cases
│ └─── Capture range of perspectives
│
├─── Need participants meeting SPECIFIC CRITERIA?
│ │
│ └─── Use Criterion Sampling
│ │
│ ├─── Define inclusion/exclusion criteria
│ ├─── Screen participants systematically
│ └─── Sample until saturation
│
├─── Need TYPICAL CASES?
│ │
│ └─── Use Typical Case Sampling
│ │
│ ├─── Identify "average" or "normal" cases
│ └─── Describe common patterns
│
├─── Need EXTREME/DEVIANT cases?
│ │
│ └─── Use Extreme/Deviant Case Sampling
│ │
│ └─── Sample unusual, outlier cases for insights
│
└─── Need HARD-TO-REACH populations?
│
└─── Use Snowball/Chain Sampling
│
├─── Identify initial key informants
├─── Ask for referrals to other participants
└─── Continue until saturationyamlPhenomenology: descriptive_phenomenology: "5-25 participants (typical: 10-15)" hermeneutic_phenomenology: "5-25 participants" IPA: "3-6 participants (focus on depth, idiographic analysis)" rationale: "Small sample allows deep, rich description of lived experience" Grounded_Theory: systematic: "20-30 participants (or until theoretical saturation)" constructivist: "20-30 participants" classic: "Varies widely, until theoretical saturation" rationale: "Larger sample needed for theory development, saturation of categories" Case_Study: single_case: "1 case (with multiple data sources)" multiple_case_literal: "2-3 cases (literal replication)" multiple_case_theoretical: "4-6 cases (theoretical replication)" embedded: "1 case with multiple sub-units" rationale: "Number of cases depends on replication logic, not statistical logic" Narrative_Inquiry: biographical: "1-3 participants (deep dive into individual stories)" life_history: "1-10 participants" oral_history: "5-15 participants" rationale: "Small sample for in-depth narrative analysis" Ethnography: classic: "1 cultural group (prolonged immersion)" focused: "1 setting/group (shorter duration)" netnography: "1 online community (archival + participant observation)" rationale: "Focus on cultural understanding, not sample size" Saturation_Criteria: data_saturation: "No new information emerges from additional participants" theoretical_saturation: "No new categories or properties emerge (grounded theory)" informational_redundancy: "Themes repeat, no new insights"
yamlCredibility: strategies: - Prolonged engagement (sufficient time in field) - Persistent observation (identify salient characteristics) - Triangulation (data source, method, investigator, theory) - Peer debriefing (external check with disinterested peer) - Negative case analysis (search for disconfirming evidence) - Member checking (verify interpretations with participants) Transferability: strategies: - Thick description (detailed, contextual description) - Purposive sampling (maximum variation, rich information) - Contextual details (setting, participants, time period) note: "Reader determines applicability to other contexts" Dependability: strategies: - Audit trail (detailed documentation of research process) - Reflexive journal (researcher's reflections, decisions) - External audit (independent review of process) - Clear decision-making documentation Confirmability: strategies: - Audit trail (link data to interpretations) - Reflexivity statement (researcher biases, assumptions) - Bracketing (phenomenology: suspend assumptions) - Triangulation (multiple sources/methods confirm findings) note: "Findings reflect participant voices, not researcher bias"
yamlInterviews: semi_structured: description: "Flexible interview guide, open-ended questions" strengths: "Balance structure + flexibility, probing allowed" typical_duration: "60-90 minutes" sessions: "1-3 per participant" in_depth: description: "Minimal structure, conversational" strengths: "Maximum flexibility, participant-driven" typical_duration: "90-120 minutes" sessions: "2-3 per participant" unstructured: description: "No predetermined questions, emergent" strengths: "Exploratory, participant perspective" typical_duration: "Variable" recording: - Audio recording (most common) - Video recording (if body language important) - Field notes (backup, non-verbal observations) transcription: - Verbatim (word-for-word, includes fillers) - Intelligent verbatim (removes fillers, false starts) - Notation (pauses, laughter, emphasis) Observations: participant_observation: description: "Researcher actively participates in setting" strengths: "Insider perspective, deep understanding" weaknesses: "Potential bias, 'going native'" non_participant_observation: description: "Researcher observes without participating" strengths: "Outsider objectivity" weaknesses: "May miss nuances, less depth" field_notes: descriptive: "What happened (objective, detailed)" reflective: "Researcher thoughts, feelings, interpretations" methodological: "Decisions, adjustments to protocol" Documents: types: - Archival records (official documents, statistics) - Personal documents (diaries, letters, photos) - Institutional documents (policies, reports, communications) analysis: - Document analysis (systematic coding) - Content analysis (themes, patterns) - Discourse analysis (language, power)
yamlColaizzi_Method: steps: 1: "Read all descriptions to acquire feeling for them" 2: "Extract significant statements" 3: "Formulate meanings for each significant statement" 4: "Cluster themes" 5: "Write exhaustive description" 6: "Identify fundamental structure" 7: "Return to participants for validation" Giorgi_Method: steps: 1: "Read entire description for sense of whole" 2: "Discriminate meaning units" 3: "Transform meaning units into psychological language" 4: "Synthesize transformed meaning units into structure" Van_Manen_Method: approaches: - Holistic approach (overall meaning) - Selective approach (highlight statements) - Detailed approach (line-by-line) themes: - Existential themes (lived space, lived time, lived body, lived relation) - Essential themes (what makes phenomenon what it is) IPA_Analysis: steps: 1: "Read and re-read transcript" 2: "Initial noting (descriptive, linguistic, conceptual)" 3: "Develop emergent themes" 4: "Search for connections across themes" 5: "Move to next case" 6: "Look for patterns across cases" output: "Convergence and divergence across participants"
yamlOpen_Coding: definition: "Breaking down data into discrete concepts" procedures: - Line-by-line coding - In-vivo codes (participant language) - Initial concepts and categories Axial_Coding: definition: "Relate categories to subcategories" paradigm_model: - Causal conditions (what leads to phenomenon) - Phenomenon (central idea) - Context (specific conditions) - Intervening conditions (broader conditions) - Action/Interaction strategies - Consequences Selective_Coding: definition: "Integrate and refine categories" procedures: - Identify core category - Relate all categories to core - Validate relationships - Fill in categories needing development Theoretical_Saturation: indicators: - No new categories emerge - Categories well-developed (properties, dimensions) - Relationships between categories validated Memo_Writing: types: - Code memos (define and refine codes) - Theoretical memos (develop relationships) - Operational memos (methodological decisions)
yamlPattern_Matching: description: "Compare empirical pattern to predicted pattern" types: - Rival explanations (eliminate alternatives) - Theory-driven (test existing theory) Explanation_Building: description: "Build explanation through iterative refinement" steps: - Make initial theoretical statement - Compare with case evidence - Revise statement - Compare revision with case - Repeat until plausible explanation Time_Series_Analysis: description: "Chronological analysis of events" approaches: - Simple time series (trace events over time) - Chronology (establish causal links) Cross_Case_Synthesis: description: "Aggregate findings across multiple cases" techniques: - Word tables (display data from each case) - Case-oriented strategy (holistic comparison) - Variable-oriented strategy (across-case patterns)
| Mechanism | Application Timing | Usage Example | |-----------|-------------------|---------------| | Forced Analogy | Phase 2 | Apply qualitative design patterns from other fields by analogy | | Iterative Loop | Phase 2 | 4-round divergence-convergence for design option refinement | | Semantic Distance | Phase 2 | Discover innovative approaches beyond standard phenomenology |
yamlApplied Checkpoints: - CP-INIT-002: Select creativity level - CP-VS-001: Select qualitative design direction (multiple) - CP-VS-003: Final design satisfaction confirmation - CP-PARADIGM-001: Paradigm fit confirmation (qualitative vs. quantitative) - CP-METHODOLOGY-001: Methodology selection approval - CP-SAMPLING-001: Sampling strategy confirmation
../../research-coordinator/core/vs-engine.md
../../research-coordinator/core/t-score-dynamic.md
../../research-coordinator/creativity/forced-analogy.md
../../research-coordinator/creativity/iterative-loop.md
../../research-coordinator/creativity/semantic-distance.md
../../research-coordinator/interaction/user-checkpoints.mdyamlphilosophical_roots: founder: "Edmund Husserl (1859-1938)" philosophy: "Transcendental phenomenology" goal: "Describe pure essence of experience (eidetic reduction)" core_concepts: bracketing_epoche: definition: "Suspend assumptions, judgments, theories" purpose: "Achieve pure description untainted by bias" procedures: - Identify personal biases/assumptions - Write bracketing statement before data collection - Conduct bracketing interviews - Reflexive journaling throughout phenomenological_reduction: steps: - Horizonalization (identify significant statements) - Cluster meanings into themes - Textural description (what was experienced) - Structural description (how it was experienced) - Essence of phenomenon (invariant structure) intentionality: definition: "Consciousness is always consciousness OF something" implication: "Focus on object of experience, not subjective interpretation" research_question_format: - "What is the lived experience of [phenomenon]?" - "What is the essence of [phenomenon] for [population]?" participant_selection: - Purposive sampling - 5-25 participants who experienced phenomenon - Criterion: Direct experience with phenomenon data_collection: - In-depth interviews (60-90 min, 1-2 sessions) - Open-ended questions focused on experience - Minimal prompting, let participant describe analysis_strategy: method: "Colaizzi / Giorgi / van Kaam method" steps: - Read transcripts multiple times for gestalt - Extract significant statements - Formulate meaning for each statement - Cluster meanings into themes - Write exhaustive description - Reduce to essential structure - Member checking for validation quality_criteria: credibility: - Bracketing rigor (statement + ongoing reflexivity) - Multiple interviews per participant - Member checking transferability: - Thick description of context - Detailed participant demographics dependability: - Audit trail of bracketing, coding decisions confirmability: - Bracketing interviews - Reflexive journal when_to_use: - Research question asks "what is the lived experience?" - Phenomenon is subjective, experiential - Need pure description without interpretation - Resources for rigorous bracketing available typical_applications: - Healthcare experiences (chronic illness, end-of-life) - Educational experiences (first-generation college) - Psychological experiences (grief, joy, flow)
yamlphilosophical_roots: founder: "Martin Heidegger (1889-1976), Max van Manen" philosophy: "Interpretive phenomenology, hermeneutics" goal: "Interpret meaning of lived experience" core_concepts: hermeneutic_circle: definition: "Understanding emerges through iterative dialogue between parts and whole" implication: "Interpretation is ongoing, recursive" being_in_the_world: definition: "Humans are always situated in context (Dasein)" implication: "Cannot bracket context, must interpret within it" pre_understanding: definition: "Researcher brings prior knowledge, cannot fully bracket" implication: "Embrace researcher perspective as interpretive resource" research_question_format: - "What is the meaning of [phenomenon] for [population]?" - "How do [population] interpret [phenomenon]?" participant_selection: - Purposive sampling - 5-25 participants - Participants who can articulate meaning data_collection: - Conversational interviews (more dialogic than Husserlian) - Writing exercises (participants write about experience) - Researcher reflective writing analysis_strategy: method: "van Manen thematic analysis" approaches: - Holistic approach (overall meaning) - Selective approach (highlight significant statements) - Detailed approach (line-by-line) existential_themes: - Lived space (spatiality) - Lived time (temporality) - Lived body (corporeality) - Lived relation (relationality) quality_criteria: credibility: - Rich, evocative writing - Resonance with readers who share experience - Interpretive rigor transferability: - Thick description - Contextual details when_to_use: - Research question asks about meaning/interpretation - Phenomenon embedded in context - Researcher perspective valuable - Goal is practical insight, not pure essence typical_applications: - Pedagogical experiences (teaching, learning) - Professional identity (becoming a nurse, teacher) - Cultural experiences (immigrant experiences)
yamlphilosophical_roots: founder: "Jonathan Smith (1996)" philosophy: "Phenomenology + Hermeneutics + Idiography" goal: "Understand how individuals make sense of lived experience" core_concepts: double_hermeneutic: definition: "Researcher interprets participant's interpretation" layers: - Participant makes sense of experience - Researcher makes sense of participant making sense idiographic_focus: definition: "Commitment to particular, detailed case analysis" implication: "Small sample, in-depth analysis, individual before group" homogeneous_sampling: definition: "Sample similar participants for detailed comparison" purpose: "Convergence and divergence within similar group" research_question_format: - "How do [homogeneous population] experience [phenomenon]?" - "What sense do [population] make of [phenomenon]?" participant_selection: - Purposive, homogeneous sampling - 3-6 participants (undergraduate), 4-10 (professional doctorate) - Similar demographics/experience for meaningful comparison data_collection: - Semi-structured interviews (60-90 min) - Same interview schedule for all participants - Flexibility to follow interesting leads analysis_strategy: steps: 1: "Read and re-read transcript (immersion)" 2: "Initial noting (descriptive, linguistic, conceptual comments)" 3: "Develop emergent themes for this participant" 4: "Search for connections across themes (patterns, amplification, contextualization)" 5: "Move to next case (bracket previous, repeat 1-4)" 6: "Look for patterns across cases (convergence, divergence)" output_format: - Superordinate themes with subordinate themes - Convergence (shared themes) - Divergence (unique individual experiences) - Illustrative quotes from participants quality_criteria: credibility: - Close reading and re-reading - Rich interpretive commentary - Integration of quotes with interpretation transferability: - Detailed description of participants - Homogeneous sampling transparency confirmability: - Audit trail showing theme development - Reflexive journal when_to_use: - Research question about individual meaning-making - Access to small, homogeneous sample - Psychological, health, or professional identity topics - Need depth over breadth typical_applications: - Health psychology (chronic illness, disability) - Professional identity (becoming a doctor) - Life transitions (divorce, retirement) - Minority experiences (LGBTQ+, ethnic minorities)
yamlphilosophical_roots: founders: "Anselm Strauss & Juliet Corbin (1990, 1998)" philosophy: "Symbolic interactionism, pragmatism" goal: "Build systematic theory grounded in data" core_procedures: open_coding: definition: "Break down data into discrete concepts" techniques: - Line-by-line coding - In-vivo codes (participant language) - Constant comparison - Generate many initial codes axial_coding: definition: "Relate categories to subcategories via coding paradigm" paradigm_model: - Causal conditions (what leads to phenomenon) - Phenomenon (central idea, event) - Context (specific conditions influencing phenomenon) - Intervening conditions (broader structural conditions) - Action/Interaction strategies (responses to phenomenon) - Consequences (outcomes of strategies) purpose: "Reassemble data fractured during open coding" selective_coding: definition: "Integrate and refine theory" procedures: - Identify core category (central phenomenon) - Systematically relate all categories to core - Validate relationships with data - Fill in categories needing further development output: "Theoretical model with core category at center" theoretical_sampling: definition: "Sample based on emerging concepts, not predetermined" process: - Start with initial purposive sample - Analyze data, identify emerging categories - Sample to fill gaps in categories (properties, dimensions) - Continue until theoretical saturation research_question_format: - "What is the basic social process of [phenomenon]?" - "How does [process] unfold?" - "What are the conditions, strategies, and consequences of [phenomenon]?" participant_selection: - Theoretical sampling (not purposive) - 20-30 participants (typical), until saturation - Sample diversity to fill categories data_collection: - Interviews (primary) - Observations - Documents - Concurrent with analysis (iterative) analysis_strategy: - Constant comparison (compare incident to incident, code to code) - Memo writing (theoretical, code, operational memos) - Diagramming (visual models of categories) quality_criteria: credibility: - Theoretical saturation (no new categories) - Constant comparison rigor - Memo writing depth transferability: - Rich description of context and conditions dependability: - Audit trail of coding and sampling decisions confirmability: - Grounding in data (quotes, examples) when_to_use: - Research question about process, change - Little existing theory - Need structured procedures - Resources for iterative data collection typical_applications: - Health processes (managing chronic illness) - Social processes (becoming a teacher, career change) - Organizational processes (change management)
yamlphilosophical_roots: founder: "Kathy Charmaz (2006, 2014)" philosophy: "Social constructivism, interpretivism" goal: "Co-construct theory with participants, reflexive" key_differences_from_strauss: - Flexible coding (not prescriptive open-axial-selective) - Emphasize researcher reflexivity - Theory as interpretation, not objective discovery - Constructivist epistemology (multiple realities) core_procedures: initial_coding: definition: "Remain open, stick close to data" techniques: - Line-by-line coding (gerunds preferred: "-ing" forms) - In-vivo codes - Constant comparison - Focus on actions, not topics focused_coding: definition: "Select most significant codes, synthesize" procedures: - Test initial codes against larger data sets - Develop categories - Constant comparison across cases theoretical_coding: definition: "Specify relationships between categories" purpose: "Integrate categories into coherent theory" note: "Flexible, not forced into paradigm model" memo_writing: emphasis: "Central to theory development" types: - Early memos (explore ideas) - Advanced memos (integrate categories) - Theoretical memos (articulate theory) research_question_format: - "What is happening here?" - "How do people construct meaning around [phenomenon]?" - "What social processes are at play?" participant_selection: - Theoretical sampling - 20-30 participants (typical) - Sample to develop categories data_collection: - Intensive interviewing (conversational, open-ended) - Observations - Documents - Iterative with analysis analysis_strategy: - Flexible coding (initial → focused → theoretical) - Constant comparison - Rich memo writing - Theoretical sensitivity (aware of researcher influence) quality_criteria: credibility: - Resonance (do findings resonate with participants?) - Usefulness (does theory offer insights?) transferability: - Contextual description confirmability: - Reflexivity statement - Acknowledge researcher role in co-construction when_to_use: - Embrace researcher perspective as resource - Constructivist epistemology - Prefer flexibility over structure - Contemporary, accessible approach typical_applications: - Identity construction (gender, race, professional) - Meaning-making processes - Social interactions and relationships
../../research-coordinator/core/vs-engine.md../../research-coordinator/core/t-score-dynamic.md../../research-coordinator/references/creativity-mechanisms.md../../research-coordinator/core/project-state.md../../research-coordinator/core/pipeline-templates.md../../research-coordinator/core/integration-hub.md../../research-coordinator/core/guided-wizard.md../../research-coordinator/core/auto-documentation.mdOther measured skills in the registry, with their headline benchmark lift.