A practical example of exploratory factor analysis and critical realism

Exploratory factor analysis (EFA) can link the levels of ontology in critical realism together as described in Summers (2020).

To demonstrate how components of the actual can be defined by linking potential factors in the empirical to the theorised generative mechanisms in the real.

This article describes one part of a three-part sequential mixed-methods study that used EFA to describe how components of the actual were linked using factors in the empirical to the generative mechanisms in the real. The author theorised three generative mechanisms: the perceived impact of continuing professional development (CPD) on patient care, the motivations for undertaking CPD and the perceived barriers to CPD. He used EFA to test factors from the empirical against these generative mechanisms to identify linking components in the actual.

This article shows how components of the actual can be defined using EFA. These components are multifactorial and many factors in the empirical are influenced by different generative mechanisms.

Being able to articulate and link the different aspects of ontology enables researchers to define theorised generative mechanisms and link theory to practice.