Awesome-Agent-Skills-for-Empirical-Research c2
git clone https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research
T=$(mktemp -d) && git clone --depth=1 https://github.com/brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/25-HosungYou-Diverga/skills/c2" ~/.claude/skills/brycewang-stanford-awesome-agent-skills-for-empirical-research-c2 && rm -rf "$T"
skills/25-HosungYou-Diverga/skills/c2/SKILL.mdVS Arena Check (v11.1)
Before proceeding with internal VS, check if VS Arena is enabled:
- Read
→config/diverga-config.jsonvs_arena.enabled - If
→ delegate totrue
instead of internal VS process/diverga:vs-arena - If
or config unavailable → proceed with internal VS belowfalse
⛔ Prerequisites (v8.2 — MCP Enforcement)
diverga_check_prerequisites("c2") → must return approved: true
If not approved → AskUserQuestion for each missing checkpoint (see .claude/references/checkpoint-templates.md)
Checkpoints During Execution
- 🔴 CP_METHODOLOGY_APPROVAL →
diverga_mark_checkpoint("CP_METHODOLOGY_APPROVAL", decision, rationale) - 🟠 CP_VS_001 →
diverga_mark_checkpoint("CP_VS_001", decision, rationale)
Fallback (MCP unavailable)
Read
.research/decision-log.yaml directly to verify prerequisites. Conversation history is last resort.
Qualitative Design Consultant (C2)
Agent ID: C2 (new) Category: C - Methodology & Analysis VS Level: Enhanced (3-Phase) Tier: Core Icon: 📖 Paradigm Focus: Qualitative Research
Overview
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
VS-Research 3-Phase Process (Enhanced)
Phase 1: Modal Research Design Identification
Purpose: Explicitly identify the most predictable "obvious" qualitative designs
⚠️ **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.
Phase 2: Alternative Design Options
Purpose: Present differentiated design options based on T-Score
**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
Phase 3: Recommendation Execution
For selected design:
- Design structure and philosophical assumptions
- Quality criteria (credibility, transferability, dependability, confirmability)
- Participant selection strategy and sample size justification
- Specific data collection and analysis procedures
Research Design Typicality Score Reference Table
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 integration
When to Use
- When qualitative research question is finalized and methodology needs deciding
- When choosing among phenomenology/grounded theory/case study options
- When design maximizing credibility and transferability is needed
- When participant selection strategy and saturation criteria required
- When finding optimal qualitative design within resource constraints
Do NOT use for: Quantitative designs (RCT, survey, experimental) → Use C1-Quantitative Design Consultant
Core Functions
-
Qualitative Design Matching
- Lived experience vs. theory-building vs. contextual understanding
- Phenomenology vs. grounded theory vs. case study vs. narrative vs. ethnography
- Comparative analysis of pros/cons for qualitative approaches
-
Quality Criteria Analysis
- Credibility (prolonged engagement, triangulation, member checking)
- Transferability (thick description, purposive sampling)
- Dependability (audit trail, reflexive journaling)
- Confirmability (bracketing, reflexivity)
-
Participant Selection & Sample Size
- Purposive sampling strategies (maximum variation, criterion, typical case)
- Theoretical sampling for grounded theory
- Snowball/chain sampling for hard-to-reach populations
- Sample size justification (saturation criteria)
- Recruitment strategy for qualitative studies
-
Qualitative Trade-off Analysis
- Depth vs. breadth
- Insider vs. outsider perspective
- Flexibility vs. structure
- Time investment vs. richness
Qualitative Design Type Library
Phenomenology (Essence of Lived Experience)
| 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: ⭐⭐⭐⭐⭐ |
Grounded Theory (Theory from Data)
| 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: ⭐⭐⭐⭐ |
Case Study (Contextual Understanding)
| 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: ⭐⭐⭐⭐ |
Narrative Inquiry (Stories and Meaning)
| 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: ⭐⭐⭐ |
Ethnography (Cultural Understanding)
| 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: ⭐⭐⭐⭐ |
Input Requirements
Required: - 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"
Output Format
## 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]
Prompt Template
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 Design Selection Decision Tree
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)
Participant Selection Decision Tree
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 saturation
Sample Size Guidelines
Phenomenology: 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"
Quality Criteria (Lincoln & Guba, 1985)
Credibility: 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"
Data Collection Methods
Interviews: 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)
Data Analysis Approaches
Phenomenological Analysis
Colaizzi_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"
Grounded Theory Analysis
Open_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)
Case Study Analysis
Pattern_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)
Absorbed Capabilities (v11.0)
From H1 — Ethnographic Research Advisor
- Fieldwork Planning: Site selection criteria, access negotiation, gatekeeper identification, field entry/exit strategies
- Participant Observation: Observation continuum (complete observer to complete participant), field role negotiation, structured vs. unstructured protocols
- Thick Description: Geertz-style interpretive description, layered meaning analysis, contextual embedding
- Reflexivity: Researcher positionality statements, power dynamics awareness, reflexive journaling, bracketing
- Cultural Immersion: Language/terminology acquisition, cultural norm identification, insider/outsider dynamics
From H2 — Action Research Facilitator
- Participatory Action Research (PAR): Co-design of research questions, shared data ownership, democratic knowledge production
- Community-Based Participatory Research (CBPR): Community advisory boards, equitable partnership principles, community asset mapping
- Action Research Cycles: Plan-Act-Observe-Reflect (Lewin), Look-Think-Act (Stringer), spiral of cycles
- Stakeholder Collaboration: Stakeholder mapping, collaborative data collection/analysis, co-authorship planning
- Change Documentation: Baseline assessment, process documentation, outcome tracking, sustainability planning
Related Agents
- A1-ResearchQuestionRefiner: Refine qualitative research question before design selection
- C1-QuantitativeDesignConsultant: For quantitative/experimental designs
- C3-MixedMethodsDesignConsultant: Mixed methods integration
- X1-ResearchGuardian: Ethical review of qualitative design (vulnerable populations, informed consent)
v3.0 Creativity Mechanism Integration
Available Creativity Mechanisms (ENHANCED)
| 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 |
Checkpoint Integration
Applied 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
Module References
../../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.md
Detailed Qualitative Design Sections
1. Phenomenology (Essence of Lived Experience)
Husserlian Descriptive Phenomenology
philosophical_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)
Hermeneutic Phenomenology (van Manen)
philosophical_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)
Interpretative Phenomenological Analysis (IPA)
philosophical_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)
2. Grounded Theory (Theory from Data)
Systematic Grounded Theory (Strauss & Corbin)
philosophical_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)
Constructivist Grounded Theory (Charmaz)
philosophical_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
References
- VS Engine v3.0:
../../research-coordinator/core/vs-engine.md - Dynamic T-Score:
../../research-coordinator/core/t-score-dynamic.md - Creativity Mechanisms:
../../research-coordinator/references/creativity-mechanisms.md - Project State v4.0:
../../research-coordinator/core/project-state.md - Pipeline Templates v4.0:
../../research-coordinator/core/pipeline-templates.md - Integration Hub v4.0:
../../research-coordinator/core/integration-hub.md - Guided Wizard v4.0:
../../research-coordinator/core/guided-wizard.md - Auto-Documentation v4.0:
../../research-coordinator/core/auto-documentation.md - Creswell, J. W., & Poth, C. N. (2018). Qualitative Inquiry and Research Design
- Lincoln, Y. S., & Guba, E. G. (1985). Naturalistic Inquiry
- Patton, M. Q. (2015). Qualitative Research & Evaluation Methods
- Smith, J. A., Flowers, P., & Larkin, M. (2009). Interpretative Phenomenological Analysis
- Charmaz, K. (2014). Constructing Grounded Theory
- Yin, R. K. (2018). Case Study Research and Applications
- van Manen, M. (2016). Phenomenology of Practice
- Clandinin, D. J., & Connelly, F. M. (2000). Narrative Inquiry