An inductive and qualitative approach to analysis that involves identifying implicit or explicit ideas within the data; themes emerge once the data has been coded is?

• A. Thematic analysis
• B. Grounded theory
• C. Interpretive Phenomenological Analysis
• D. Discourse analysis

Answer: (A)

Thematic analysis is a flexible qualitative method for identifying, analyzing, and reporting patterns of meaning across a dataset. It is inductive, meaning the themes arise from the data rather than being imposed by a pre-existing theory. The process involves coding the data to capture key ideas, then examining those codes to find recurring patterns that can be grouped into themes. These themes can reflect ideas that are explicitly stated or underlying meanings inferred from what participants say. By coding first and then letting themes emerge, you build a concise, coherent description of the data’s main ideas across all cases.

Grounded theory also starts with data but aims to generate a theory through constant comparison and theoretical sampling, rather than primarily identifying cross-cutting themes. Interpretive Phenomenological Analysis focuses on in-depth exploration of individual lived experiences rather than across-case themes, and Discourse analysis centers on language use and social context rather than thematic patterns across the dataset.