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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

    as
    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, 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.
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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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