Theory Development
Theory development is the systematic process of constructing abstract, generalizable explanations for phenomena. It involves moving from specific observations or data to broader conceptual frameworks that explain causal mechanisms, relationships, and patterns.
Core Approaches
- Deductive Reasoning: Testing existing theories through empirical observation.
- Inductive Reasoning: Deriving general principles from specific data points.
- Abductive Reasoning: Formulating the best explanation for incomplete observations.
Methodologies
- grounded-theory: A systematic methodology for developing theory from data, particularly qualitative data. It emphasizes iterative coding, constant comparison, and theoretical saturation.
Recent Integrations
- Specific applications in health data require rigorous handling of complex variables and ethical considerations.
- Grounded Theory: Principles and Application for Developing Theory from Health Data highlights key principles for extracting theoretical constructs from healthcare datasets, emphasizing peer-reviewed standards for credibility (Tier 5).