Research Variable Measurement Model with Second Order Factor and First Order Factor
Abstract
The study aims to explain the extent of the role of constructs that arise from factor analysis conducted by researchers on some of the lowest factors or constructs. Factor analysis is an initial that can be identified from several variables that are grouped into higher factors so that they are referred to as second order factors. This research is a research with the latest reference-based literature review approach from research methodology books. The second order factor allows researchers to simplify a model by combining several interrelated constructs. These variables are complex to be understood by the researcher and make interpretations of the analyzed results. In contrast to the first order factor, the construct that arises from the collection of variables is then measured and identified as the lowest factor in the level of factor hierarchy from the analysis.
References
Ghozali, Imam. (2013). Aplikasi Analisis Multivariate dengan Program IBM SPSS 21 Update PLS Regresi. Semarang: Badan Penerbit Universitas Diponegoro
Jones, A. B., & Smith, C. D. (nd). "Exploring the Relationship Between Personality Traits and Job Satisfaction: A First Order Factor Analysis." Journal of Applied Psychology.
Wang, X., & Li, Y. (nd). "Understanding Consumer Behavior in Online Shopping: A First Order Factor Model." International Journal of Consumer Studies
Garcia, M. E., & Martinez, R. J. (nd). "Assessing the Impact of Environmental Factors on Human Health: A First Order Factor Analysis Approach." Environmental Health Perspectives.
Kim, S., & Lee, J. (nd). "Exploring the Dimensions of Brand Loyalty: A First Order Factor Model." Journal of Brand Management.
Patel, K., & Singh, R. (nd). "Understanding Employee Engagement in the Workplace: A First Order Factor Analysis." Journal of Organizational Behavior.
Chen, H., & Wu, L. (nd). "Identifying the Key Determinants of Academic Achievement: A First Order Factor Model." Educational Psychology.
Nguyen, T., & Tran, H. (nd). "Asessing the Impact of Social Media Usage on Mental Health: A First Order Factor Analysis." Computers in Human Behavior.


