A note on the concepts in thematic analysis with illustrative examples: for Housing Studies students (information from perplexity.ai)
My question: "Regarding the topic of thematic analysis in the context of Housing Studies, please clarify a bit what is a code and what is theme? How to link up the themes to address a specific research question? To clarify these concepts and tasks in a more concrete way, try to provide illustrative examples with reference to the following research activity:
The reply: "Let's break down thematic analysis focusing on codes and themes within your context: interviews with six Tsuen Wan public estate residents on factors increasing domestic violence and types of such violence.
Codes are simple, descriptive labels assigned to meaningful segments of your data — essentially tags or shorthand that capture key ideas in text snippets. For instance, when a resident says, "Neighbors fighting late at night," you might code this segment as "noise disturbance" or "community tension."
Themes are broader, more abstract patterns that emerge when you group related codes. They tell a larger story related to your research question. For example, codes like "noise disturbance," "lack of privacy," and "stress from overcrowding" might come together to form a theme titled "Environmental Stressors Contributing to Domestic Violence."
To link themes to your research question—"What factors and conditions increase domestic violence among these residents and what types occur?"—you identify themes that directly answer these parts. Themes organize your data into meaningful categories that respond to "factors/conditions" (e.g., "Financial Strain and Unemployment") and "types of violence" (e.g., "Verbal Abuse Patterns").
This process builds from:
Coding: Labeling relevant bits of interview transcripts.
Grouping Codes: Finding patterns or connections among codes.
Developing Themes: Abstracting larger concepts to answer your research question."