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Volumn 57, Issue , 2016, Pages 279-284

Guidelines for treating unobserved heterogeneity in tourism research: A comment on Marques and Reis (2015)

Author keywords

[No Author keywords available]

Indexed keywords

GUIDELINE; HETEROGENEITY; RESEARCH WORK; TOURISM;

EID: 84951187720     PISSN: 01607383     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.annals.2015.10.006     Document Type: Note
Times cited : (49)

References (44)
  • 2
    • 84954437169 scopus 로고    scopus 로고
    • Unobserved heterogeneity in hospitality and tourism research
    • (in press)
    • Assaf A.G., Oh H., Tsionas M.G. Unobserved heterogeneity in hospitality and tourism research. Journal of Travel Research 2015, (in press).
    • (2015) Journal of Travel Research
    • Assaf, A.G.1    Oh, H.2    Tsionas, M.G.3
  • 3
    • 84887475069 scopus 로고    scopus 로고
    • Discovering unobserved heterogeneity in structural equation models to avert validity threats
    • Becker J.-M., Rai A., Ringle C.M., Völckner F. Discovering unobserved heterogeneity in structural equation models to avert validity threats. MIS Quarterly 2013, 37:665-694.
    • (2013) MIS Quarterly , vol.37 , pp. 665-694
    • Becker, J.-M.1    Rai, A.2    Ringle, C.M.3    Völckner, F.4
  • 5
    • 34250108028 scopus 로고
    • Model selection and Akaike's Information Criterion (AIC): The general theory and its analytical extensions
    • Bozdogan H. Model selection and Akaike's Information Criterion (AIC): The general theory and its analytical extensions. Psychometrika 1987, 52:345-370.
    • (1987) Psychometrika , vol.52 , pp. 345-370
    • Bozdogan, H.1
  • 6
    • 0002728524 scopus 로고
    • Mixture-model cluster analysis using model selection criteria in a new information measure of complexity
    • Kluwer Academic Publishers, H. Bozdogan (Ed.)
    • Bozdogan H. Mixture-model cluster analysis using model selection criteria in a new information measure of complexity. Proceedings of the first US/Japan conference on frontiers of statistical modelling: An information approach 1994, Vol. 2:69-113. Kluwer Academic Publishers. H. Bozdogan (Ed.).
    • (1994) Proceedings of the first US/Japan conference on frontiers of statistical modelling: An information approach , vol.2 , pp. 69-113
    • Bozdogan, H.1
  • 7
    • 84992368867 scopus 로고    scopus 로고
    • Using partial least squares structural equation modeling in tourism research: A review of past research and recommendations for future applications
    • (in press)
    • do Valle P.O., Assaker G. Using partial least squares structural equation modeling in tourism research: A review of past research and recommendations for future applications. Journal of Travel Research 2015, (in press).
    • (2015) Journal of Travel Research
    • Do Valle, P.O.1    Assaker, G.2
  • 8
    • 1042266954 scopus 로고    scopus 로고
    • Beyond "commonsense segmentation": A systematics of segmentation approaches in tourism
    • Dolničar S. Beyond "commonsense segmentation": A systematics of segmentation approaches in tourism. Journal of Travel Research 2004, 42:244-250.
    • (2004) Journal of Travel Research , vol.42 , pp. 244-250
    • Dolničar, S.1
  • 13
    • 84875500247 scopus 로고    scopus 로고
    • Partial least squares structural equation modeling: Rigorous applications, better results and higher acceptance
    • Hair J.F., Ringle C.M., Sarstedt M. Partial least squares structural equation modeling: Rigorous applications, better results and higher acceptance. Long Range Planning 2013, 46:1-12.
    • (2013) Long Range Planning , vol.46 , pp. 1-12
    • Hair, J.F.1    Ringle, C.M.2    Sarstedt, M.3
  • 14
  • 15
    • 80053611303 scopus 로고    scopus 로고
    • An assessment of the use of partial least squares structural equation modeling in marketing research
    • Hair J.F., Sarstedt M., Ringle C.M., Mena J.A. An assessment of the use of partial least squares structural equation modeling in marketing research. Journal of the Academy of Marketing Science 2012, 40:414-433.
    • (2012) Journal of the Academy of Marketing Science , vol.40 , pp. 414-433
    • Hair, J.F.1    Sarstedt, M.2    Ringle, C.M.3    Mena, J.A.4
  • 16
  • 17
    • 0031287762 scopus 로고    scopus 로고
    • Finite-mixture structural equation models for response-based segmentation and unobserved heterogeneity
    • Jedidi K., Jagpal H.S., DeSarbo W.S. Finite-mixture structural equation models for response-based segmentation and unobserved heterogeneity. Marketing Science 1997, 16:39-59.
    • (1997) Marketing Science , vol.16 , pp. 39-59
    • Jedidi, K.1    Jagpal, H.S.2    DeSarbo, W.S.3
  • 18
    • 2342430690 scopus 로고    scopus 로고
    • Distance effects on residents' attitudes toward tourism
    • Jurowski C., Gursoy D. Distance effects on residents' attitudes toward tourism. Annals of Tourism Research 2004, 31:296-312.
    • (2004) Annals of Tourism Research , vol.31 , pp. 296-312
    • Jurowski, C.1    Gursoy, D.2
  • 19
    • 84937761357 scopus 로고    scopus 로고
    • How to deal with heterogeneity among tourism constructs?
    • Marques C., Reis E. How to deal with heterogeneity among tourism constructs?. Annals of Tourism Research 2015, 52:172-174.
    • (2015) Annals of Tourism Research , vol.52 , pp. 172-174
    • Marques, C.1    Reis, E.2
  • 20
    • 84959462504 scopus 로고    scopus 로고
    • A finite mixture approach to uncover the heterogeneity in the relationship between visit motivation and activity preferences
    • Springer, Berlin-Heidelberg, P.E. Oliveira, M. da Graça Temido, M. Temido, C. Henriques, M. Vichi (Eds.)
    • Marques C., Reis E., Menezes J. A finite mixture approach to uncover the heterogeneity in the relationship between visit motivation and activity preferences. Recent developments in modeling and applications in statistics 2013, 21-29. Springer, Berlin-Heidelberg. P.E. Oliveira, M. da Graça Temido, M. Temido, C. Henriques, M. Vichi (Eds.).
    • (2013) Recent developments in modeling and applications in statistics , pp. 21-29
    • Marques, C.1    Reis, E.2    Menezes, J.3
  • 21
    • 84950974088 scopus 로고    scopus 로고
    • Identifying and treating unobserved heterogeneity with FIMIX-PLS: Part II - A case study
    • Matthews L., Sarstedt M., Hair J.F., Ringle C.M. Identifying and treating unobserved heterogeneity with FIMIX-PLS: Part II - A case study. European Business Review 2016, 28.
    • (2016) European Business Review , vol.28
    • Matthews, L.1    Sarstedt, M.2    Hair, J.F.3    Ringle, C.M.4
  • 22
    • 84923832239 scopus 로고    scopus 로고
    • Mastering unobserved heterogeneity in tourist behavior research
    • Mazanec J.A. Mastering unobserved heterogeneity in tourist behavior research. Tourism Analysis 2000, 5:171-176.
    • (2000) Tourism Analysis , vol.5 , pp. 171-176
    • Mazanec, J.A.1
  • 23
    • 84892245349 scopus 로고    scopus 로고
    • Mastering unobserved heterogeneity in tourist behaviour research
    • CAB International, Wallingford-NewYork, J.A. Mazanec, G.I. Crouch, J.R. Brent Richie, A.G. Woodside (Eds.)
    • Mazanec J.A. Mastering unobserved heterogeneity in tourist behaviour research. Consumer psychology of tourism, hospitality and leisure 2001, Vol. 2:253-271. CAB International, Wallingford-NewYork. J.A. Mazanec, G.I. Crouch, J.R. Brent Richie, A.G. Woodside (Eds.).
    • (2001) Consumer psychology of tourism, hospitality and leisure , vol.2 , pp. 253-271
    • Mazanec, J.A.1
  • 24
    • 84899685505 scopus 로고    scopus 로고
    • Usage patterns of advanced analytical methods in tourism research 1988-2008: A six journal survey
    • Mazanec J.A., Ring A., Stangl B., Teichmann K. Usage patterns of advanced analytical methods in tourism research 1988-2008: A six journal survey. Information Technology & Tourism 2010, 12:17-46.
    • (2010) Information Technology & Tourism , vol.12 , pp. 17-46
    • Mazanec, J.A.1    Ring, A.2    Stangl, B.3    Teichmann, K.4
  • 26
    • 84870393018 scopus 로고    scopus 로고
    • Exploring unanticipated consequences of strategy amongst stakeholder segments: The case of a European revenue service
    • Money K.G., Hillenbrand C., Henseler J., Da Camara N. Exploring unanticipated consequences of strategy amongst stakeholder segments: The case of a European revenue service. Long Range Planning 2012, 45:395-423.
    • (2012) Long Range Planning , vol.45 , pp. 395-423
    • Money, K.G.1    Hillenbrand, C.2    Henseler, J.3    Da Camara, N.4
  • 27
    • 21144468655 scopus 로고
    • An empirical pooling approach for estimating marketing mix elasticities with PIMS data
    • Ramaswamy V., DeSarbo W.S., Reibstein D.J., Robinson W.T. An empirical pooling approach for estimating marketing mix elasticities with PIMS data. Marketing Science 1993, 12:103-124.
    • (1993) Marketing Science , vol.12 , pp. 103-124
    • Ramaswamy, V.1    DeSarbo, W.S.2    Reibstein, D.J.3    Robinson, W.T.4
  • 28
    • 84859864618 scopus 로고    scopus 로고
    • Assessing heterogeneity in customer satisfaction studies: Across industry similarities and within industry differences
    • Rigdon E.E., Ringle C.M., Sarstedt M., Gudergan S.P. Assessing heterogeneity in customer satisfaction studies: Across industry similarities and within industry differences. Advances in International Marketing 2011, 22:169-194.
    • (2011) Advances in International Marketing , vol.22 , pp. 169-194
    • Rigdon, E.E.1    Ringle, C.M.2    Sarstedt, M.3    Gudergan, S.P.4
  • 29
    • 84887079729 scopus 로고    scopus 로고
    • Structural modeling of heterogeneous data with partial least squares
    • Sharpe, Armonk, N.K. Malhotra (Ed.)
    • Rigdon E.E., Ringle C.M., Sarstedt M. Structural modeling of heterogeneous data with partial least squares. Review of marketing research 2010, Vol. 7:255-296. Sharpe, Armonk. N.K. Malhotra (Ed.).
    • (2010) Review of marketing research , vol.7 , pp. 255-296
    • Rigdon, E.E.1    Ringle, C.M.2    Sarstedt, M.3
  • 30
    • 79952790413 scopus 로고    scopus 로고
    • Response-based segmentation using finite mixture partial least squares: Theoretical foundations and an application to American customer satisfaction index data
    • Ringle C.M., Sarstedt M., Mooi E.A. Response-based segmentation using finite mixture partial least squares: Theoretical foundations and an application to American customer satisfaction index data. Annals of Information Systems 2010, 8:19-49.
    • (2010) Annals of Information Systems , vol.8 , pp. 19-49
    • Ringle, C.M.1    Sarstedt, M.2    Mooi, E.A.3
  • 31
    • 84892679127 scopus 로고    scopus 로고
    • Genetic algorithm segmentation in partial least squares structural equation modeling
    • Ringle C.M., Sarstedt M., Schlittgen R. Genetic algorithm segmentation in partial least squares structural equation modeling. OR Spectrum 2014, 36:251-276.
    • (2014) OR Spectrum , vol.36 , pp. 251-276
    • Ringle, C.M.1    Sarstedt, M.2    Schlittgen, R.3
  • 33
    • 79952796038 scopus 로고    scopus 로고
    • Uncovering and treating unobserved heterogeneity with FIMIX-PLS: Which model selection criterion provides an appropriate number of segments?
    • Sarstedt M., Becker J.-M., Ringle C.M., Schwaiger M. Uncovering and treating unobserved heterogeneity with FIMIX-PLS: Which model selection criterion provides an appropriate number of segments?. Schmalenbach Business Review 2011, 63:34-62.
    • (2011) Schmalenbach Business Review , vol.63 , pp. 34-62
    • Sarstedt, M.1    Becker, J.-M.2    Ringle, C.M.3    Schwaiger, M.4
  • 34
    • 80053583866 scopus 로고    scopus 로고
    • Multi-group analysis in partial least squares (PLS) path modeling: Alternative methods and empirical results
    • Bingley, Emerald
    • Sarstedt M., Henseler J., Ringle C.M. Multi-group analysis in partial least squares (PLS) path modeling: Alternative methods and empirical results. Advances in international marketing 2011, Vol. 22:195-218. Bingley, Emerald.
    • (2011) Advances in international marketing , vol.22 , pp. 195-218
    • Sarstedt, M.1    Henseler, J.2    Ringle, C.M.3
  • 35
    • 77955399954 scopus 로고    scopus 로고
    • Treating unobserved heterogeneity in PLS path modelling: A comparison of FIMIX-PLS with different data analysis strategies
    • Sarstedt M., Ringle C.M. Treating unobserved heterogeneity in PLS path modelling: A comparison of FIMIX-PLS with different data analysis strategies. Journal of Applied Statistics 2010, 37:1299-1318.
    • (2010) Journal of Applied Statistics , vol.37 , pp. 1299-1318
    • Sarstedt, M.1    Ringle, C.M.2
  • 36
    • 77955352685 scopus 로고    scopus 로고
    • Do we fully understand the critical success factors of customer satisfaction with industrial goods? - Extending Festge and Schwaiger's model to account for unobserved heterogeneity
    • Sarstedt M., Schwaiger M., Ringle C.M. Do we fully understand the critical success factors of customer satisfaction with industrial goods? - Extending Festge and Schwaiger's model to account for unobserved heterogeneity. Journal of Business Market Management 2009, 3:185-206.
    • (2009) Journal of Business Market Management , vol.3 , pp. 185-206
    • Sarstedt, M.1    Schwaiger, M.2    Ringle, C.M.3
  • 39
    • 0032383942 scopus 로고    scopus 로고
    • Assessing measurement invariance in cross-national consumer research
    • Steenkamp J.-B.E.M., Baumgartner H. Assessing measurement invariance in cross-national consumer research. Journal of Consumer Research 1998, 25:78-107.
    • (1998) Journal of Consumer Research , vol.25 , pp. 78-107
    • Steenkamp, J.-B.E.M.1    Baumgartner, H.2
  • 40
    • 0002329579 scopus 로고    scopus 로고
    • A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research
    • Vandenberg R.J., Lance C.E. A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods 2000, 3:4-70.
    • (2000) Organizational Research Methods , vol.3 , pp. 4-70
    • Vandenberg, R.J.1    Lance, C.E.2
  • 43
    • 84894692780 scopus 로고    scopus 로고
    • The impact of dynamic capabilities on operational marketing and technological capabilities: Investigating the role of environmental turbulence
    • Wilden R., Gudergan S. The impact of dynamic capabilities on operational marketing and technological capabilities: Investigating the role of environmental turbulence. Journal of the Academy of Marketing Science 2015, 43:181-199.
    • (2015) Journal of the Academy of Marketing Science , vol.43 , pp. 181-199
    • Wilden, R.1    Gudergan, S.2


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