4.3.3 Inductive versus deductive approaches
The approach chosen depends largely on the design and the aims of the research. Some designs and/or research questions require an inductive, others a deductive approach. Inductive means that themes emerge from the data, while deductive implies a pre-existing theory or framework which is applied to the data. Qualitative data analysis tends to be inductive, which means that the researcher identifies categories in the data, without predefined hypotheses. However, this is not always the case. A qualitative research analysis can also be top down, with predefined categories to which the data are coded, for example a priori concepts can be adopted from the literature or a relevant field. Framework analysis can be used this way.
The next table shows how the different methods, approaches and types of coding relate to each other.
Generic methods, specific methods/ traditions, approaches and type of coding for qualitative analysis
Generic methods | |||
Phenomenological examination of the empirical data | Phenomenology | Inductive | Statements |
Thematic analysis | Descriptive analysis Framework analysis | Mainly deductive Mainly deductive | Themes |
Analysis using conceptualizing categories | Grounded Theory
| Mainly inductive Mainly deductive | Conceptualizing categories |