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Improper use of endogenous formative variables

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  • Cadogan, John W.
  • Lee, Nick

Abstract

Researchers often develop and test conceptual models containing formative variables. In many cases, these formative variables are specified as being endogenous. This article provides a clarification of formative variable theory, distinguishing between the formative latent variable and the formative composite variable. When an endogenous latent variable relies on formative indicators for measurement, empirical studies can say nothing about the relationship between exogenous variables and the endogenous formative latent variable: conclusions can only be drawn regarding the exogenous variables' relationships with a composite variable. The authors also show the dangers associated with developing theory about antecedents to endogenous formative variables at the (aggregate) formative latent variable level. Modeling relationships with endogenous formative variables at the (disaggregate) indicator level informs richer theory development, and encourages more precise empirical testing. When antecedents' relationships with endogenous formative variables are modeled at the formative latent variable level rather than the formative indicator level, theory construction can verge on the superficial, and empirical findings can be ambiguous in substantive meaning.

Suggested Citation

  • Cadogan, John W. & Lee, Nick, 2013. "Improper use of endogenous formative variables," Journal of Business Research, Elsevier, vol. 66(2), pages 233-241.
    • Handle: RePEc:eee:jbrese:v:66:y:2013:i:2:p:233-241
    DOI: 10.1016/j.jbusres.2012.08.006
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    References listed on IDEAS

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    1. Wilcox, James B. & Howell, Roy D. & Breivik, Einar, 2008. "Questions about formative measurement," Journal of Business Research, Elsevier, vol. 61(12), pages 1219-1228, December.
    2. Diamantopoulos, Adamantios & Riefler, Petra & Roth, Katharina P., 2008. "Advancing formative measurement models," Journal of Business Research, Elsevier, vol. 61(12), pages 1203-1218, December.
    3. Tenenhaus, Michel & Vinzi, Vincenzo Esposito & Chatelin, Yves-Marie & Lauro, Carlo, 2005. "PLS path modeling," Computational Statistics & Data Analysis, Elsevier, vol. 48(1), pages 159-205, January.
    4. Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
    5. Ruiz, David Martín & Gremler, Dwayne D. & Washburn, Judith H. & Carrión, Gabriel Cepeda, 2008. "Service value revisited: Specifying a higher-order, formative measure," Journal of Business Research, Elsevier, vol. 61(12), pages 1278-1291, December.
    6. Cadogan, John W. & Souchon, Anne L. & Procter, David B., 2008. "The quality of market-oriented behaviors: Formative index construction," Journal of Business Research, Elsevier, vol. 61(12), pages 1263-1277, December.
    7. Franke, George R. & Preacher, Kristopher J. & Rigdon, Edward E., 2008. "Proportional structural effects of formative indicators," Journal of Business Research, Elsevier, vol. 61(12), pages 1229-1237, December.
    8. Diamantopoulos, Adamantios, 2008. "Formative indicators: Introduction to the special issue," Journal of Business Research, Elsevier, vol. 61(12), pages 1201-1202, December.
    9. Denny Borsboom, 2006. "The attack of the psychometricians," Psychometrika, Springer;The Psychometric Society, vol. 71(3), pages 425-440, September.
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