Using Partial Least Squares Structural Equation Modeling in Tourism Research A Review of Past Research and Recommendations for Future Applications

Although the number of empirical applications of partial least–squares structural equation modeling (PLS-SEM) in tourism has increased in the last two years, Assaker, Huang, and Hallak have conducted the only assessment on the use of PLS-SEM in four studies and with a limited number of criteria. Thu...

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Veröffentlicht in:Journal of travel research Jg. 55; H. 6; S. 695 - 708
Hauptverfasser: do Valle, Patrícia Oom, Assaker, Guy
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Los Angeles, CA SAGE Publications 01.07.2016
SAGE PUBLICATIONS, INC
Schlagworte:
Mathematical models
Research methodology
Statistical methods
Structural equation modeling
Studies
Tourism
SSCI
tourism research
partial least squares–structural equation modeling (PLS-SEM)
structural equation modeling (SEM)
ISSN:0047-2875, 1552-6763
Online-Zugang:Volltext
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Abstract Although the number of empirical applications of partial least–squares structural equation modeling (PLS-SEM) in tourism has increased in the last two years, Assaker, Huang, and Hallak have conducted the only assessment on the use of PLS-SEM in four studies and with a limited number of criteria. Thus, this study aims to critically analyze how the PLS-SEM method has been applied in 44 articles published in 11 leading tourism journals from 2000 to 2014 in terms of four key criteria: (1) themes explored and main motivations for using PLS-SEM; (2) characteristics of proposed models; (3) how the models were evaluated; and (4) the use of more advanced analyses within the method. The findings revealed that although applications in tourism have improved in recent years, problematic aspects in the application of PLS-SEM in tourism research still exist. The article provides suggestions on how to improve the use of PLS-SEM in future tourism applications.
AbstractList Although the number of empirical applications of partial least–squares structural equation modeling (PLS-SEM) in tourism has increased in the last two years, Assaker, Huang, and Hallak have conducted the only assessment on the use of PLS-SEM in four studies and with a limited number of criteria. Thus, this study aims to critically analyze how the PLS-SEM method has been applied in 44 articles published in 11 leading tourism journals from 2000 to 2014 in terms of four key criteria: (1) themes explored and main motivations for using PLS-SEM; (2) characteristics of proposed models; (3) how the models were evaluated; and (4) the use of more advanced analyses within the method. The findings revealed that although applications in tourism have improved in recent years, problematic aspects in the application of PLS-SEM in tourism research still exist. The article provides suggestions on how to improve the use of PLS-SEM in future tourism applications.
Author Assaker, Guy
do Valle, Patrícia Oom
Author_xml – sequence: 1
  givenname: Patrícia Oom
  surname: do Valle
  fullname: do Valle, Patrícia Oom
– sequence: 2
  givenname: Guy
  surname: Assaker
  fullname: Assaker, Guy
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Cites_doi 10.1016/j.jbusres.2008.01.012
10.1177/1059601108329198
10.1080/10548408.2014.861694
10.1007/BF02293808
10.1300/J073v24n01_03
10.3727/108354212X13485873914128
10.1287/mksc.1040.0070
10.1007/978-3-642-52512-4
10.1016/j.lrp.2012.09.008
10.2307/41410402
10.2753/MTP1069-6679190202
10.1108/S1474-7979(2011)0000022012
10.1177/0047287512467699
10.1016/j.tourman.2008.07.010
10.1177/0047287513478503
10.1007/978-3-540-32827-8_29
10.1080/10548408.2012.674878
10.1016/j.ijresmar.2009.08.001
10.1080/13683500.2012.720248
10.1002/jtr.1895
10.1080/10548400802402321
10.1177/0047287513497837
10.1016/j.tourman.2011.07.006
10.1007/978-3-540-32827-8_3
10.1177/0047287510368163
10.1080/10548408.2012.648550
10.1016/j.annals.2011.06.001
10.1007/s11747-011-0261-6
10.1080/10548408.2012.666174
10.1080/13683500.2013.863853
10.1016/j.tourman.2012.06.010
10.1108/S1474-7979(2009)0000020014
10.1080/10548408.2013.803393
10.1016/S0261-5177(99)00080-1
10.1177/0047287513481275
10.4018/jec.2011070101
10.3727/108354212X13485873913840
10.1016/j.tourman.2012.09.014
10.5367/te.2011.0065
10.1080/10941665.2012.695282
10.1016/j.tourman.2012.08.003
10.1002/9781118619179
10.1080/13683500.2013.840270
10.1080/10941665.2014.889727
10.1080/10548408.2010.481580
10.1016/j.tourman.2013.06.013
10.1509/jmkr.38.2.269.18845
10.4337/9781781001042.00023
10.1080/10548400903534899
10.1002/jtr.868
10.1080/13683500.2012.657615
10.1002/jtr.801
10.1016/j.tourman.2009.05.011
10.1016/j.tourman.2011.11.001
10.2307/25148727
10.1177/002224378101800104
10.1016/0030-5073(72)90009-8
10.1016/j.tourman.2013.12.011
10.1177/0047287513481273
10.1080/10941665.2013.779589
10.1177/0047287512475217
10.1177/0047287508328794
10.1080/10941660902728049
10.1177/0047287512467698
10.1002/(SICI)1097-0266(199902)20:2<195::AID-SMJ13>3.0.CO;2-7
10.1108/S1548-6435(2010)0000007011
10.1080/10548408.2011.535446
10.1177/001316447403400104
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Issue 6
Keywords SSCI
tourism research
partial least squares–structural equation modeling (PLS-SEM)
structural equation modeling (SEM)
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References Diamantopoulos, Winklhofer 2001; 38
Loureiro 2010; 27
Lai, Youcheng 2009; 30
Loureiro, González 2008; 25
Tan, Kuo 2013
Chang, Shu, King 2013; 19
Kim, Chung, Lee, Kim 2012; 29
Hair, Sarstedt, Ringle, Mena 2012b; 40
López-Bonilla, López-Bonilla 2012b; 17
Sosik, Kahai, Piovoso 2009; 34
Stienmetz, Levy, Boo 2013; 52
Ayeh, Au, Law 2013a; 52
Assaker, Huang, Hallak 2012; 17
Chiu, Lee, Chen 2014; 40
Hair, Sarstedt, Pieper, Ringle 2012a; 45
López-Bonilla, López-Bonilla 2012a; 15
Huang, Huang, Hsu, Chang 2009; 14
Casanueva, Gallego, Sancho 2013; 36
Ringle, Sarstedt, Straub 2012; 36
García, Gómez, Molina 2012; 33
Marcoulides, Saunders 2006; 30
Murphy, Pritchard, Smith 2000; 21
Taheri, Jafari, O’Gorman 2014; 42
Henseler, Ringle, Sinkovics 2009; 20
Blazquez-Resino, Molina, Esteban-Talaya 2013
Mistilis, D’ambra 2008; 24
Prayag, Nunkoo, Alders 2013; 36
Nunkoo, Ramkissoon 2011; 15
Ayeh, Au, Law 2013b; 35
Camarero, Garrido, Vicente 2010; 31
Conze, Bieger, Laesser, Riklin 2010; 27
Zach, Racherla 2011; 28
Agapito, Valle, Mendes 2013; 13
Fornell, Larcker 1981; 18
Ku 2014; 16
Reinartz, Haenlein, Henseler 2009; 26
Guan, Jones 2014
Urbrach, Ahlemann 2010; 11
Gómez, Molina 2012; 14
Kock 2011; 7
Cheng, Loi 2014; 31
Song, Li, Van der Veen, Chen 2011; 13
Pike, Hosany, Murdy, Lings 2011; 50
Regan, Carlson, Rosenberger 2012; 29
Einhorn 1972; 7
Alexander, MacLaren, O’Gorman, Taheri 2012; 33
Roxas, Chadee 2013; 36
Sarstedt, Henseler, Ringle 2011; 22
Grewal, Cote, Baumgartner 2004; 23
Song, Van der Veen, Li, Chen 2012; 39
Gardiner, King, Grace 2013; 52
Hernández-Maestro, Muñoz-Gallego, Santos-Requejo 2009; 48
Mazanec, Ring 2011; 17
Assaker, Hallak, Vinzi, O’Connor 2014; 53
Werts, Linn, Joreskog 1974; 34
Hernández-Maestro, González-Benito 2014; 53
Nunkoo, Ramkissoon, Gursoy 2013; 52
Assaker, Hallak 2012; 17
Hair, Ringle, Sarstedt 2011; 19
Kim, Ahn, Chung 2013; 18
Kim, Lee, Chung, Kim 2013; 53
Hulland 1999; 20
Kim, Lee, Lee, Song 2011; 14
Battour, Battor, Ismail 2012; 29
Jöreskog 1978; 43
Gudergan, Ringle, Wende, Will 2008; 61
Hair J. F. (bibr34-0047287515569779) 2010
bibr75-0047287515569779
bibr16-0047287515569779
bibr32-0047287515569779
bibr59-0047287515569779
Jöreskog K. G. (bibr47-0047287515569779) 1982
bibr40-0047287515569779
bibr83-0047287515569779
bibr23-0047287515569779
Boomsma A. (bibr12-0047287515569779) 2001
bibr25-0047287515569779
bibr66-0047287515569779
bibr3-0047287515569779
bibr31-0047287515569779
Chin W. W. (bibr17-0047287515569779) 1998
bibr57-0047287515569779
bibr74-0047287515569779
Addinsoft (bibr1-0047287515569779) 2013
bibr4-0047287515569779
bibr65-0047287515569779
bibr26-0047287515569779
bibr69-0047287515569779
Fu J. R. (bibr27-0047287515569779) 2006
bibr81-0047287515569779
bibr13-0047287515569779
bibr48-0047287515569779
bibr9-0047287515569779
bibr21-0047287515569779
bibr60-0047287515569779
bibr14-0047287515569779
Nunkoo R. (bibr64-0047287515569779) 2011; 15
bibr50-0047287515569779
bibr68-0047287515569779
bibr6-0047287515569779
bibr55-0047287515569779
bibr63-0047287515569779
bibr19-0047287515569779
bibr42-0047287515569779
bibr76-0047287515569779
bibr71-0047287515569779
Wold H. O. (bibr86-0047287515569779) 1985; 6
bibr58-0047287515569779
bibr84-0047287515569779
bibr11-0047287515569779
bibr24-0047287515569779
bibr37-0047287515569779
bibr29-0047287515569779
bibr7-0047287515569779
bibr62-0047287515569779
bibr70-0047287515569779
Roxas B. (bibr73-0047287515569779) 2013; 36
bibr53-0047287515569779
bibr38-0047287515569779
bibr79-0047287515569779
bibr10-0047287515569779
Chin W. W. (bibr20-0047287515569779) 1999
Jöreskog K. G. (bibr45-0047287515569779) 1973
bibr87-0047287515569779
bibr8-0047287515569779
bibr61-0047287515569779
bibr44-0047287515569779
Wold H. O. (bibr85-0047287515569779) 1982
bibr78-0047287515569779
bibr52-0047287515569779
bibr39-0047287515569779
bibr43-0047287515569779
Hair J. F. (bibr35-0047287515569779) 2014
bibr56-0047287515569779
bibr30-0047287515569779
bibr72-0047287515569779
bibr77-0047287515569779
bibr5-0047287515569779
bibr49-0047287515569779
bibr36-0047287515569779
Churchill G. A. (bibr22-0047287515569779) 2010
Kim M. (bibr51-0047287515569779) 2011; 14
bibr46-0047287515569779
bibr15-0047287515569779
bibr33-0047287515569779
bibr28-0047287515569779
bibr41-0047287515569779
Urbrach N. (bibr82-0047287515569779) 2010; 11
bibr80-0047287515569779
Chin W. W. (bibr18-0047287515569779) 2003
bibr54-0047287515569779
bibr2-0047287515569779
bibr67-0047287515569779
References_xml – volume: 28
  start-page: 97
  issue: 1
  year: 2011
  end-page: 110
  article-title: Assessing the Value of Collaborations in Tourism Networks: A Case study of Elkhart County, Indiana
  publication-title: Journal of Travel and Tourism Marketing
– volume: 11
  start-page: 5
  issue: 2
  year: 2010
  end-page: 40
  article-title: Structural Equation Modeling in Information Systems Research Using Partial Least Squares
  publication-title: Journal of Information Technology Theory and Application
– volume: 33
  start-page: 1245
  issue: 5
  year: 2012
  end-page: 55
  article-title: ‘He Just Didn’t Seem to Understand the Banter’: Bullying or Simply Establishing Social Cohesion?
  publication-title: Tourism Management
– volume: 17
  start-page: 312
  issue: 4
  year: 2012b
  end-page: 26
  article-title: Holistic Competence Approach in Tourism Higher Education: An Exploratory Study in Spain
  publication-title: Current Issues in Tourism
– volume: 52
  start-page: 453
  issue: 4
  year: 2013
  end-page: 64
  article-title: Factors Influencing the Usability of Mobile Destination Management Organization Websites
  publication-title: Journal of Travel Research
– volume: 15
  start-page: 591
  issue: 6
  year: 2012a
  end-page: 96
  article-title: Environmental Orientation in Tourism: The RTEO Scale
  publication-title: Current Issues in Tourism
– volume: 27
  start-page: 396
  issue: 4
  year: 2010
  end-page: 408
  article-title: Satisfying and Delighting the Rural Tourists
  publication-title: Journal of Travel and Tourism Marketing
– volume: 7
  start-page: 1
  issue: 3
  year: 2011
  end-page: 13
  article-title: Using WarpPLS in e-Collaboration Studies: Mediating Effects, Control and Second Order Variables, and Algorithm Choices
  publication-title: International Journal of e-Collaboration
– volume: 22
  start-page: 195
  year: 2011
  end-page: 218
  article-title: Multi-Group Analysis in Partial Least Squares (PLS) Path Modeling: Alternative Methods and Empirical Results
  publication-title: Advances in International Marketing
– volume: 18
  start-page: 598
  issue: 6
  year: 2013
  end-page: 617
  article-title: Examining the Factors Affecting Perceived Enjoyment and Usage Intention of Ubiquitous Tour Information Services: A Service Quality Perspective
  publication-title: Asia Pacific Journal of Tourism Research
– volume: 19
  start-page: 139
  issue: 2
  year: 2011
  end-page: 51
  article-title: PLS-SEM: Indeed a Silver Bullet
  publication-title: Journal of Marketing Theory and Practice
– volume: 15
  start-page: 1
  issue: 8
  year: 2011
  end-page: 26
  article-title: Structural Equation Modelling and Regression Analysis in Tourism Research
  publication-title: Current Issues in Tourism
– volume: 34
  start-page: 25
  issue: 1
  year: 1974
  end-page: 33
  article-title: Interclass Reliability Estimates: Testing Structural Assumptions
  publication-title: Education and Psychological Measurement
– volume: 48
  start-page: 58
  issue: 1
  year: 2009
  end-page: 77
  article-title: Small-Business Owners’ Knowledge and Rural Tourism Establishment Performance in Spain
  publication-title: Journal of Travel Research
– volume: 20
  start-page: 277
  year: 2009
  end-page: 319
  article-title: The Use of Partial Least Squares Path Modeling in International Marketing
  publication-title: Advances in International Marketing
– volume: 35
  start-page: 132
  year: 2013b
  end-page: 43
  article-title: Predicting the Intention to Use Consumer-Generated Media for Travel Planning
  publication-title: Tourism Management
– volume: 23
  start-page: 519
  issue: 4
  year: 2004
  end-page: 29
  article-title: Multicollinearity and Measurement Error in Structural Equation Models: Implications for Theory Testing
  publication-title: Marketing Science
– volume: 25
  start-page: 117
  issue: 2
  year: 2008
  end-page: 36
  article-title: The Importance of Quality, Satisfaction, Trust, and Image in Relation to Rural Tourist Loyalty
  publication-title: Journal of Travel and Tourism Marketing
– volume: 61
  start-page: 1238
  issue: 12
  year: 2008
  end-page: 49
  article-title: Confirmatory Tetrad Analysis in PLS Path Modeling
  publication-title: Journal of Business Research
– volume: 34
  start-page: 5
  issue: 1
  year: 2009
  end-page: 36
  article-title: Silver Bullet or Voodoo Statistics? A Primer for Using Partial Least Squares Data Analytic Technique in Group and Organization Research
  publication-title: Group and Organization Management
– volume: 7
  start-page: 86
  issue: 1
  year: 1972
  end-page: 106
  article-title: Expert Measurement and Mechanical Combination
  publication-title: Organizational Behavior and Human Performance
– volume: 52
  start-page: 437
  issue: 4
  year: 2013a
  end-page: 52
  article-title: Do We Believe in TripAdvisor? Examining Credibility Perceptions and Online Travelers’ Attitude toward Using User-Generated Content
  publication-title: Journal of Travel Research
– volume: 24
  start-page: 35
  issue: 1
  year: 2008
  end-page: 47
  article-title: The Visitor Experience and Perception of Information. Quality at the Sydney Visitor Information Centre
  publication-title: Journal of Travel and Tourism Marketing
– volume: 31
  start-page: 495
  issue: 4
  year: 2010
  end-page: 504
  article-title: Components of Art Exhibition Brand Equity for Internal and External Visitors
  publication-title: Tourism Management
– volume: 21
  start-page: 43
  issue: 1
  year: 2000
  end-page: 52
  article-title: The Destination Product and Its Impact on Traveller Perceptions
  publication-title: Tourism Management
– volume: 52
  start-page: 759
  issue: 6
  year: 2013
  end-page: 71
  article-title: Use of Structural Equation Modeling in Tourism Research: Past, Present, and Future
  publication-title: Journal of Travel Research
– volume: 29
  start-page: 279
  issue: 3
  year: 2012
  end-page: 97
  article-title: The Mediating Role of Tourist Satisfaction: A Study of Muslim Tourists in Malaysia.”
  publication-title: Journal of Travel and Tourism Marketing
– volume: 43
  start-page: 443
  issue: 4
  year: 1978
  end-page: 77
  article-title: Structural Analysis of Covariance and Correlation Matrices
  publication-title: Psychometrika
– volume: 17
  start-page: 679
  issue: 5
  year: 2012
  end-page: 86
  article-title: Applications of Partial Least Squares Structural Equation Modeling in Tourism Research: A Methodological Review
  publication-title: Tourism Analysis
– volume: 36
  start-page: 1
  issue: 1
  year: 2012
  end-page: 19
  article-title: A Critical Look at the Use of PLS-SEM in MIS Quarterly
  publication-title: MIS Quarterly
– volume: 36
  start-page: 629
  year: 2013
  end-page: 40
  article-title: London Residents’ Support for the 2012 Olympic Games: The Mediating Effect of Overall Attitude
  publication-title: Tourism Management
– volume: 26
  start-page: 332
  issue: 4
  year: 2009
  end-page: 44
  article-title: An Empirical Comparison of the Efficacy of Covariance-Based and Variance Based SEM
  publication-title: International Journal of Market Research
– volume: 36
  start-page: 441
  year: 2013
  end-page: 53
  article-title: Network Resources and Social Capital in Airline Alliance Portfolios
  publication-title: Tourism Management
– volume: 50
  start-page: 443
  issue: 4
  year: 2011
  end-page: 53
  article-title: Visitor Relationship Orientation of Destination Marketing Organizations
  publication-title: Journal of Travel Research
– volume: 17
  start-page: 725
  issue: 4
  year: 2011
  end-page: 51
  article-title: Tourism Destination Competitiveness: Second Thoughts on the World Economic Forum Reports
  publication-title: Tourism Economics
– volume: 42
  start-page: 321
  year: 2014
  end-page: 29
  article-title: Keeping Your Audience: Presenting a Visitor Engagement Scale
  publication-title: Tourism Management
– volume: 19
  start-page: 680
  issue: 6
  year: 2013
  end-page: 99
  article-title: Novelty in Theme Park Physical Surroundings: An Application of the Stimulus–Organism–Response Paradigm
  publication-title: Asia Pacific Journal of Tourism Research
– volume: 45
  start-page: 320
  issue: 5-6
  year: 2012a
  end-page: 40
  article-title: The Use of Partial Least Squares Structural Equation Modeling in Strategic Management: A Review of Past Practices End Recommendations for Future Applications
  publication-title: Long Range Planning
– volume: 39
  start-page: 459
  issue: 1
  year: 2012
  end-page: 79
  article-title: The Hong Kong Tourist Satisfaction Index
  publication-title: Annals of Tourism Research
– volume: 20
  start-page: 195
  issue: 2
  year: 1999
  end-page: 204
  article-title: Use of Partial Least Squares (PLS) in Strategic Management Research: A Review of Recent Studies
  publication-title: Strategic Management Journal
– volume: 14
  start-page: 59
  issue: 1
  year: 2009
  end-page: 75
  article-title: Determinants and Outcomes of Relationship Quality: An Empirical Investigation on the Chinese Travel Industry
  publication-title: Asia Pacific Journal of Tourism Research
– volume: 13
  start-page: 82
  issue: 1
  year: 2011
  end-page: 96
  article-title: Assessing Mainland Chinese Tourists’ Satisfaction with Hong Kong Using Tourist Satisfaction Index
  publication-title: International Journal of Tourism Research
– volume: 14
  start-page: 353
  issue: 4
  year: 2012
  end-page: 68
  article-title: Wine Tourism in Spain: Denomination of Origin Effects on Brand Equity
  publication-title: International Journal of Tourism Research
– volume: 18
  start-page: 39
  issue: 1
  year: 1981
  end-page: 50
  article-title: Evaluating Structural Equation Models with Unobservable Variables and Measurement Error
  publication-title: Journal of Marketing Research
– volume: 13
  start-page: 471
  issue: 5
  year: 2013
  end-page: 81
  article-title: The Cognitive-Affective-Conative Model of Destination Image: A Confirmatory Analysis
  publication-title: Journal of Travel & Tourism Marketing
– volume: 31
  start-page: 1
  issue: 1
  year: 2014
  end-page: 15
  article-title: Handling Negative Online Customer Reviews: The Effects of Elaboration Likelihood Model and Distributive Justice
  publication-title: Journal of Travel & Tourism Marketing
– year: 2013
  article-title: The Effect of Aesthetic-Image Value of Travel Expert Blogs on the Intention to Travel: An Exploratory Study
  publication-title: Current Issues in Tourism
– volume: 36
  start-page: 629
  year: 2013
  end-page: 40
  article-title: Effects of Formal Institutions on the Performance of the Tourism Sector in the Philippines: The Mediating Role of Entrepreneurial Orientation
  publication-title: Tourism Management
– volume: 14
  start-page: 59
  issue: 1
  year: 2011
  end-page: 75
  article-title: Does Gender Affect Korean Tourists’ Overseas Travel? Applying the Model of Goal-Directed Behavior
  publication-title: Asia Pacific Journal of Tourism Research
– year: 2014
  article-title: The Contribution of Local Cuisine to Destination Attractiveness: An Analysis Involving Chinese Tourists’ Heterogeneous Preferences
  publication-title: Asia Pacific Journal of Tourism Research
– year: 2013
  article-title: Service-Dominant Logic in Tourism: The Way to Loyalty
  publication-title: Current Issues in Tourism
– volume: 53
  start-page: 380
  issue: 3
  year: 2013
  end-page: 94
  article-title: Factors Affecting Online Tourism Group Buying and the Moderating Role of Loyalty
  publication-title: Journal of Travel Research
– volume: 53
  start-page: 83
  issue: 1
  year: 2014
  end-page: 95
  article-title: Rural Lodging Establishments as Drivers of Rural Development
  publication-title: Journal of Travel Research
– volume: 52
  start-page: 310
  issue: 3
  year: 2013
  end-page: 24
  article-title: Travel Decision Making: An Empirical Examination of Generational Values, Attitudes, and Intentions
  publication-title: Journal of Travel Research
– volume: 30
  start-page: iii
  issue: 2
  year: 2006
  end-page: ix
  article-title: PLS: A Silver Bullet?
  publication-title: Management Information Systems Quarterly
– volume: 40
  start-page: 321
  year: 2014
  end-page: 29
  article-title: Environmentally Responsible Behavior in Ecotourism: Antecedents and Implications
  publication-title: Tourism Management
– volume: 17
  start-page: 587
  issue: 5
  year: 2012
  end-page: 99
  article-title: Examining a Supply-Side Predictive Model in Tourism Using Partial Least Squares Path Modeling: An Empirical Analysis at the Country Aggregate Level
  publication-title: Tourism Analysis
– volume: 40
  start-page: 414
  year: 2012b
  end-page: 33
  article-title: An Assessment of the Use of Partial Least Squares Structural Equation Modeling in Marketing Research
  publication-title: Journal of the Academy of Marketing Science
– volume: 29
  start-page: 185
  issue: 2
  year: 2012
  end-page: 204
  article-title: Factors Affecting Group-Oriented Travel Intention to Major Events
  publication-title: Journal of Travel and Tourism Marketing
– volume: 16
  start-page: 33
  issue: 1
  year: 2014
  end-page: 43
  article-title: Distributed Fascinating Knowledge Over an Online Travel Community
  publication-title: International Journal of Tourism Research
– volume: 53
  start-page: 26
  issue: 1
  year: 2014
  end-page: 43
  article-title: An Empirical Operationalization of Countries’ Destination Competitiveness Using Partial Least Squares Modeling
  publication-title: Journal of Travel Research
– volume: 30
  start-page: 298
  issue: 2
  year: 2009
  end-page: 308
  article-title: Understanding the Relationships of Quality, Value, Equity, Satisfaction, and Behavioral Intentions among Golf Travelers
  publication-title: Tourism Management
– volume: 29
  start-page: 352
  issue: 4
  year: 2012
  end-page: 68
  article-title: Do Loyalty Groups Differ in the Role of Trust in Online Tourism Shopping? A Process Perspective
  publication-title: Journal of Travel and Tourism Marketing
– volume: 27
  start-page: 51
  issue: 1
  year: 2010
  end-page: 62
  article-title: Relationship Intention as a Mediator between Relational Benefits and Customer Loyalty in the Tour Operator Industry
  publication-title: Journal of Travel and Tourism Marketing
– volume: 38
  start-page: 269
  issue: 2
  year: 2001
  end-page: 77
  article-title: Index Construction with Formative Indicators: An Alternative to Scale Development
  publication-title: Journal of Marketing Research
– volume: 33
  start-page: 646
  issue: 3
  year: 2012
  end-page: 61
  article-title: A Destination-Branding Model: An Empirical Analysis Based on Stakeholders
  publication-title: Tourism Management
– ident: bibr33-0047287515569779
  doi: 10.1016/j.jbusres.2008.01.012
– ident: bibr77-0047287515569779
  doi: 10.1177/1059601108329198
– ident: bibr16-0047287515569779
  doi: 10.1080/10548408.2014.861694
– ident: bibr46-0047287515569779
  doi: 10.1007/BF02293808
– ident: bibr62-0047287515569779
  doi: 10.1300/J073v24n01_03
– ident: bibr6-0047287515569779
  doi: 10.3727/108354212X13485873914128
– ident: bibr31-0047287515569779
  doi: 10.1287/mksc.1040.0070
– ident: bibr55-0047287515569779
  doi: 10.1007/978-3-642-52512-4
– ident: bibr37-0047287515569779
  doi: 10.1016/j.lrp.2012.09.008
– ident: bibr71-0047287515569779
  doi: 10.2307/41410402
– ident: bibr36-0047287515569779
  doi: 10.2753/MTP1069-6679190202
– ident: bibr74-0047287515569779
  doi: 10.1108/S1474-7979(2011)0000022012
– ident: bibr29-0047287515569779
  doi: 10.1177/0047287512467699
– ident: bibr54-0047287515569779
  doi: 10.1016/j.tourman.2008.07.010
– ident: bibr65-0047287515569779
  doi: 10.1177/0047287513478503
– ident: bibr19-0047287515569779
  doi: 10.1007/978-3-540-32827-8_29
– ident: bibr49-0047287515569779
  doi: 10.1080/10548408.2012.674878
– ident: bibr69-0047287515569779
  doi: 10.1016/j.ijresmar.2009.08.001
– start-page: 139
  volume-title: Structural Equation Modeling: Present and Future
  year: 2001
  ident: bibr12-0047287515569779
– start-page: 295
  volume-title: Modern Methods for Business Research
  year: 1998
  ident: bibr17-0047287515569779
– ident: bibr57-0047287515569779
  doi: 10.1080/13683500.2012.720248
– ident: bibr81-0047287515569779
– ident: bibr53-0047287515569779
  doi: 10.1002/jtr.1895
– ident: bibr59-0047287515569779
  doi: 10.1080/10548400802402321
– ident: bibr50-0047287515569779
  doi: 10.1177/0047287513497837
– volume: 11
  start-page: 5
  issue: 2
  year: 2010
  ident: bibr82-0047287515569779
  publication-title: Journal of Information Technology Theory and Application
– ident: bibr28-0047287515569779
  doi: 10.1016/j.tourman.2011.07.006
– ident: bibr83-0047287515569779
  doi: 10.1007/978-3-540-32827-8_3
– volume-title: PLS Graph 3.0
  year: 2003
  ident: bibr18-0047287515569779
– ident: bibr66-0047287515569779
  doi: 10.1177/0047287510368163
– ident: bibr68-0047287515569779
  doi: 10.1080/10548408.2012.648550
– ident: bibr76-0047287515569779
  doi: 10.1016/j.annals.2011.06.001
– ident: bibr38-0047287515569779
  doi: 10.1007/s11747-011-0261-6
– ident: bibr9-0047287515569779
  doi: 10.1080/10548408.2012.666174
– ident: bibr10-0047287515569779
  doi: 10.1080/13683500.2013.863853
– ident: bibr8-0047287515569779
  doi: 10.1016/j.tourman.2012.06.010
– ident: bibr39-0047287515569779
  doi: 10.1108/S1474-7979(2009)0000020014
– volume: 14
  start-page: 59
  issue: 1
  year: 2011
  ident: bibr51-0047287515569779
  publication-title: Asia Pacific Journal of Tourism Research
– ident: bibr2-0047287515569779
  doi: 10.1080/10548408.2013.803393
– start-page: 307
  volume-title: Statistical Strategies for Small Sample Research
  year: 1999
  ident: bibr20-0047287515569779
– ident: bibr63-0047287515569779
  doi: 10.1016/S0261-5177(99)00080-1
– ident: bibr5-0047287515569779
  doi: 10.1177/0047287513481275
– ident: bibr52-0047287515569779
  doi: 10.4018/jec.2011070101
– ident: bibr72-0047287515569779
– ident: bibr4-0047287515569779
  doi: 10.3727/108354212X13485873913840
– ident: bibr14-0047287515569779
  doi: 10.1016/j.tourman.2012.09.014
– volume-title: XLSTAT-PLSPM Module, XLSTAT Software
  year: 2013
  ident: bibr1-0047287515569779
– ident: bibr61-0047287515569779
  doi: 10.5367/te.2011.0065
– ident: bibr48-0047287515569779
  doi: 10.1080/10941665.2012.695282
– volume: 36
  start-page: 629
  year: 2013
  ident: bibr73-0047287515569779
  publication-title: Tourism Management
  doi: 10.1016/j.tourman.2012.08.003
– ident: bibr11-0047287515569779
  doi: 10.1002/9781118619179
– volume: 15
  start-page: 1
  issue: 8
  year: 2011
  ident: bibr64-0047287515569779
  publication-title: Current Issues in Tourism
– ident: bibr80-0047287515569779
  doi: 10.1080/13683500.2013.840270
– ident: bibr32-0047287515569779
  doi: 10.1080/10941665.2014.889727
– ident: bibr58-0047287515569779
  doi: 10.1080/10548408.2010.481580
– ident: bibr21-0047287515569779
  doi: 10.1016/j.tourman.2013.06.013
– ident: bibr24-0047287515569779
  doi: 10.1509/jmkr.38.2.269.18845
– volume-title: Multivariate Data Analysis
  year: 2010
  ident: bibr34-0047287515569779
– ident: bibr40-0047287515569779
  doi: 10.4337/9781781001042.00023
– start-page: 85
  volume-title: Structural Equation Models in the Social Sciences
  year: 1973
  ident: bibr45-0047287515569779
– ident: bibr23-0047287515569779
  doi: 10.1080/10548400903534899
– ident: bibr67-0047287515569779
  doi: 10.1016/j.tourman.2012.08.003
– ident: bibr30-0047287515569779
  doi: 10.1002/jtr.868
– ident: bibr56-0047287515569779
  doi: 10.1080/13683500.2012.657615
– ident: bibr75-0047287515569779
  doi: 10.1002/jtr.801
– ident: bibr13-0047287515569779
  doi: 10.1016/j.tourman.2009.05.011
– ident: bibr3-0047287515569779
  doi: 10.1016/j.tourman.2011.11.001
– volume-title: A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM)
  year: 2014
  ident: bibr35-0047287515569779
– ident: bibr60-0047287515569779
  doi: 10.2307/25148727
– ident: bibr26-0047287515569779
  doi: 10.1177/002224378101800104
– volume-title: VisualPLS—Partial Least Square (PLS) Regression—An Enhanced Guide for Lvpls (PLS 1.8 PC) Version 1.04
  year: 2006
  ident: bibr27-0047287515569779
– volume: 6
  start-page: 581
  volume-title: Encyclopedia of Statistical Sciences
  year: 1985
  ident: bibr86-0047287515569779
– ident: bibr25-0047287515569779
  doi: 10.1016/0030-5073(72)90009-8
– ident: bibr79-0047287515569779
  doi: 10.1016/j.tourman.2013.12.011
– start-page: 263
  volume-title: Systems under Indirect Observation: Part I
  year: 1982
  ident: bibr47-0047287515569779
– ident: bibr41-0047287515569779
  doi: 10.1177/0047287513481273
– ident: bibr15-0047287515569779
  doi: 10.1080/10941665.2013.779589
– ident: bibr7-0047287515569779
  doi: 10.1177/0047287512475217
– ident: bibr42-0047287515569779
  doi: 10.1177/0047287508328794
– ident: bibr43-0047287515569779
  doi: 10.1080/10941660902728049
– ident: bibr78-0047287515569779
  doi: 10.1177/0047287512467698
– ident: bibr44-0047287515569779
  doi: 10.1002/(SICI)1097-0266(199902)20:2<195::AID-SMJ13>3.0.CO;2-7
– volume-title: Marketing Research: Methodological Foundations
  year: 2010
  ident: bibr22-0047287515569779
– ident: bibr70-0047287515569779
  doi: 10.1108/S1548-6435(2010)0000007011
– ident: bibr87-0047287515569779
  doi: 10.1080/10548408.2011.535446
– start-page: 1
  volume-title: Systems under Indirect Observations
  year: 1982
  ident: bibr85-0047287515569779
– ident: bibr84-0047287515569779
  doi: 10.1177/001316447403400104
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Snippet Although the number of empirical applications of partial least–squares structural equation modeling (PLS-SEM) in tourism has increased in the last two years,...
Although the number of empirical applications of partial least-squares structural equation modeling (PLS-SEM) in tourism has increased in the last two years,...
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SubjectTerms Mathematical models
Research methodology
Statistical methods
Structural equation modeling
Studies
Tourism
Subtitle A Review of Past Research and Recommendations for Future Applications
Title Using Partial Least Squares Structural Equation Modeling in Tourism Research
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