Qualitative analysis

Skill a5c-ai/babysitter/library/specializations/domains/social-sciences-humanities/social-sciences/skills/qualitative-analysis

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Conduct systematic qualitative data analysis using grounded theory, thematic analysis, and content analysis with NVivo or Atlas.ti

SKILL.md

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Qualitative Analysis Skill

Conduct systematic qualitative data analysis using established methodological approaches and specialized software.

Overview

The Qualitative Analysis skill enables systematic qualitative data analysis using grounded theory, thematic analysis, content analysis, and other established approaches with NVivo, Atlas.ti, or other qualitative data analysis software for rigorous interpretive research.

Capabilities

Grounded Theory

Open coding
Axial coding
Selective coding
Constant comparison
Theoretical saturation

Thematic Analysis

Familiarization
Code generation
Theme development
Theme review
Theme definition

Content Analysis

Category development
Coding schemes
Reliability assessment
Frequency analysis
Pattern identification

Software Proficiency

NVivo workflows
Atlas.ti procedures
MAXQDA methods
Dedoose usage
Manual coding systems

Quality Assurance

Intercoder reliability
Member checking
Audit trails
Negative case analysis
Reflexivity documentation

Usage Guidelines

When to Use

Analyzing interview data
Examining documents
Exploring phenomena
Building theory
Understanding meaning

Best Practices

Document analytical decisions
Maintain audit trail
Check interpretations
Engage with data iteratively
Report transparently

Integration Points

Ethnographic Research skill
Interview and Facilitation skill
Mixed Methods Integration skill
Systematic Review skill

References

Qualitative Coding and Analysis process
Grounded Theory Development process
In-Depth Interview Protocol process
Qualitative Research Specialist agent