The Use of Factor Analysis in Sociology: The Example of Value Orientation Analysis Cover Image

Mogućnosti primene faktorske analize u sociologiji: primer proučavanja vrednosnih orijentacija
The Use of Factor Analysis in Sociology: The Example of Value Orientation Analysis

Author(s): Irena Petrović
Subject(s): Social Sciences
Published by: Sociološko naučno društvo Srbije
Keywords: factor analysis; confirmatory factor analysis; latent dimensions; value orientation; epistemological and methodological aspects

Summary/Abstract: The widespread use of factor analysis in social research requires a detailed review of epistemological and methodological aspects of its use. This is the only way to overcome “usual manner” of understanding factor analysis as a statistical method. In methodological terms, it is necessary to provide not only theoretical definition of the basic concepts and theoretical assumptions related to use of factor analysis, but also adequate operational definition. The importance  of these theoretical prerequisites is being shown through two types of factor analysis: exploratory vs. confirmatory factor  analysis. In addion, this paper gives particular attention to fulfill the basic epistemological principles. In this paper an example of the use of confirmatory factor  analysis will be given. This will be done by carrying out a confirmatory factor analysis on data from a study in the field of value orientation.  This type of factor analysis is used with the intention of revealing and understanding latent constructs. In the context of value orientation analysis, the concepts of authoritarian collectivism and patriarchalism will ilustrate the concept of latent dimensions.

  • Issue Year: 55/2013
  • Issue No: 4
  • Page Range: 557-588
  • Page Count: 32
  • Language: Serbian