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How to deal with heterogeneity among tourism constructs?

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  • Marques, Catarina
  • Reis, Elizabeth

Abstract

•Analyzing the effects of unobserved heterogeneity in Structural Equation Modeling.•Uncovering unobserved heterogeneity and segments by a finite-mixture approach.•Examining how environmental attitudes influence the preference for outdoor activity.•Model estimation in a nature-based tourism context using PLS Path Modeling.

Suggested Citation

  • Marques, Catarina & Reis, Elizabeth, 2015. "How to deal with heterogeneity among tourism constructs?," Annals of Tourism Research, Elsevier, vol. 52(C), pages 172-174.
    • Handle: RePEc:eee:anture:v:52:y:2015:i:c:p:172-174
    DOI: 10.1016/j.annals.2015.03.009
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    References listed on IDEAS

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    1. Nebojsa S. Davcik, 2014. "The use and misuse of structural equation modeling in management research," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 11(1), pages 47-81, April.
    2. Carsten Hahn & Michael D. Johnson & Andreas Herrmann & Frank Huber, 2002. "Capturing Customer Heterogeneity Using A Finite Mixture Pls Approach," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 54(3), pages 243-269, July.
    3. Nebojsa S. Davcik, 2013. "The Use And Misuse Of Structural Equation Modeling In Management Research," Working Papers Series 2 13-07, ISCTE-IUL, Business Research Unit (BRU-IUL).
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    Cited by:

    1. Reza Mortazavi & Magdalena Lundberg, 2020. "Expenditure-based segmentation of tourists taking into account unobserved heterogeneity: The case of Venice," Tourism Economics, , vol. 26(3), pages 475-499, May.
    2. Klaus, Phil & Kuppelwieser, Volker G. & Heinonen, Kristina, 2023. "Quantifying the influence of customer experience on consumer share-of-category," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    3. Marko Sarstedt & Christian M Ringle & Jun-Hwa Cheah & Hiram Ting & Ovidiu I Moisescu & Lacramioara Radomir, 2020. "Structural model robustness checks in PLS-SEM," Tourism Economics, , vol. 26(4), pages 531-554, June.

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