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Volumn 28, Issue 11-12, 2017, Pages 1011-1021

Why PLS-SEM is suitable for complex modelling? An empirical illustration in big data analytics quality

Author keywords

big data; big data analytics quality; business value; PLS SEM; satisfaction

Indexed keywords

HIERARCHICAL SYSTEMS; LEAST SQUARES APPROXIMATIONS; MULTIVARIANT ANALYSIS;

EID: 85022215085     PISSN: 09537287     EISSN: 13665871     Source Type: Journal    
DOI: 10.1080/09537287.2016.1267411     Document Type: Article
Times cited : (268)

References (107)
  • 1
    • 84964426642 scopus 로고    scopus 로고
    • Enterprise Systems and Performance of Future City Logistics
    • Ahmad, Naim, and Rashid, Mehmood. 2016. “Enterprise Systems and Performance of Future City Logistics.” Production Planning & Control 27 (6):500–513.
    • (2016) Production Planning & Control , vol.27 , Issue.6 , pp. 500-513
    • Ahmad, N.1    Mehmood, R.2
  • 2
    • 79951943385 scopus 로고    scopus 로고
    • Service Quality of MHealth Platforms: Development and Validation of a Hierarchical Model Using PLS
    • Akter, Shahriar, John, D’Ambra, and Pradeep, Ray. 2010. “Service Quality of MHealth Platforms:Development and Validation of a Hierarchical Model Using PLS.” Electronic Markets 20 (3–4):209–227.10.1007/s12525-010-0043-x
    • (2010) Electronic Markets , vol.20 , Issue.3-4 , pp. 209-227
    • Akter, S.1    D’Ambra, J.2    Ray, P.3
  • 3
    • 78650127856 scopus 로고    scopus 로고
    • Trustworthiness in mHealth Information Services: An Assessment of a Hierarchical Model with Mediating and Moderating Effects Using Partial Least Squares (PLS)
    • Akter, Shahriar, John, D’Ambra, and Pradeep, Ray. 2011. “Trustworthiness in mHealth Information Services:An Assessment of a Hierarchical Model with Mediating and Moderating Effects Using Partial Least Squares (PLS).” Journal of the American Society for Information Science and Technology 62 (1):100–116.10.1002/asi.v62.1
    • (2011) Journal of the American Society for Information Science and Technology , vol.62 , Issue.1 , pp. 100-116
    • Akter, S.1    D’Ambra, J.2    Ray, P.3
  • 4
    • 84961206877 scopus 로고    scopus 로고
    • Big Data Analytics in E-commerce: A Systematic Review and Agenda for Future Research
    • Akter, Shahriar, and Samuel, Fosso Wamba. 2016. “Big Data Analytics in E-commerce:A Systematic Review and Agenda for Future Research.” Electronic Markets 26(2):173. doi:10.1007/s12525-016-0219-0.
    • (2016) Electronic Markets , pp. 173
    • Akter, S.1    Fosso Wamba, S.2
  • 5
    • 84983595576 scopus 로고    scopus 로고
    • How to Improve Firm Performance Using Big Data Analytics Capability and Business Strategy Alignment?
    • Akter, Shahriar, Samuel, Fosso Wamba, Angappa, Gunasekaran, Rameshwar, Dubey, and Stephen J., Childe. 2016. “How to Improve Firm Performance Using Big Data Analytics Capability and Business Strategy Alignment?” International Journal of Production Economics 182:113–131. doi:10.1016/j.ijpe.2016.08.018.
    • (2016) International Journal of Production Economics , vol.182 , pp. 113-131
    • Akter, S.1    Fosso Wamba, S.2    Gunasekaran, A.3    Dubey, R.4    Childe, S.J.5
  • 7
    • 0003258063 scopus 로고
    • The Partial Least Squares (PLS) Approach to Causal Modeling: Personal Computer Adoption and Use as an Illustration
    • Barclay, Donald, Christopher, Higgins, and Ronald, Thompson. 1995. “The Partial Least Squares (PLS) Approach to Causal Modeling:Personal Computer Adoption and Use as an Illustration.” Technology Studies 2 (2):285–309.
    • (1995) Technology Studies , vol.2 , Issue.2 , pp. 285-309
    • Barclay, D.1    Higgins, C.2    Thompson, R.3
  • 8
    • 77953916712 scopus 로고    scopus 로고
    • Using Restricted Factor Analysis with Latent Moderated Structures to Detect Uniform and Nonuniform Measurement Bias; A Simulation Study
    • Barendse, M. T., F. J., Oort, and G. J. A., Garst. 2010. “Using Restricted Factor Analysis with Latent Moderated Structures to Detect Uniform and Nonuniform Measurement Bias; A Simulation Study.” AStA Advances in Statistical Analysis 94 (2):117–127.10.1007/s10182-010-0126-1
    • (2010) AStA Advances in Statistical Analysis , vol.94 , Issue.2 , pp. 117-127
    • Barendse, M.T.1    Oort, F.J.2    Garst, G.J.A.3
  • 9
    • 0023020183 scopus 로고
    • The Moderator–Mediator Variable Distinction in Social Psychological Research: Conceptual, Strategic and Statistical Considerations
    • Baron, R. M., and D. A., Kenny. 1986. “The Moderator–Mediator Variable Distinction in Social Psychological Research:Conceptual, Strategic and Statistical Considerations.” Journal of Personality and Social Psychology 51 (6):1173–1182.10.1037/0022-3514.51.6.1173
    • (1986) Journal of Personality and Social Psychology , vol.51 , Issue.6 , pp. 1173-1182
    • Baron, R.M.1    Kenny, D.A.2
  • 10
    • 84866692693 scopus 로고    scopus 로고
    • Making Advanced Analytics Work for You
    • Barton, D., and D., Court. 2012. “Making Advanced Analytics Work for You.” Harvard Business Review 90 (10):78.
    • (2012) Harvard Business Review , vol.90 , Issue.10 , pp. 78
    • Barton, D.1    Court, D.2
  • 11
    • 84870388147 scopus 로고    scopus 로고
    • Hierarchical Latent Variable Models in PLS-SEM: Guidelines for Using Reflective-Formative Type Models
    • Becker, Jan-Michael, Kristina, Klein, and Martin, Wetzels. 2012. “Hierarchical Latent Variable Models in PLS-SEM:Guidelines for Using Reflective-Formative Type Models.” Long Range Planning 45 (5):359–394.10.1016/j.lrp.2012.10.001
    • (2012) Long Range Planning , vol.45 , Issue.5 , pp. 359-394
    • Becker, J.-M.1    Klein, K.2    Wetzels, M.3
  • 12
    • 84887475069 scopus 로고    scopus 로고
    • Discovering Unobserved Heterogeneity in Structural Equation Models to Avert Validity Threats
    • Becker, Jan-Michael, Arun, Rai, Christian M., Ringle, and Franziska, Völckner. 2013. “Discovering Unobserved Heterogeneity in Structural Equation Models to Avert Validity Threats.” MIS Quarterly 37 (3):665–694.
    • (2013) MIS Quarterly , vol.37 , Issue.3 , pp. 665-694
    • Becker, J.-M.1    Rai, A.2    Ringle, C.M.3    Völckner, F.4
  • 13
    • 84901673561 scopus 로고    scopus 로고
    • On Components, Latent Variables, PLS and Simple Methods: Reactions to Rigdon’s Rethinking of PLS
    • Bentler, Peter M., and Wenjing, Huang. 2014. “On Components, Latent Variables, PLS and Simple Methods:Reactions to Rigdon’s Rethinking of PLS.” Long Range Planning 47 (3):138–145. doi:10.1016/j.lrp.2014.02.005.
    • (2014) Long Range Planning , vol.47 , Issue.3 , pp. 138-145
    • Bentler, P.M.1    Huang, W.2
  • 15
    • 84938049293 scopus 로고
    • The Presidential Address: Measurement and Conceptualization Problems: The Major Obstacle to Integrating Theory and Research
    • Blalock, Hubert M., 1979. “The Presidential Address:Measurement and Conceptualization Problems:The Major Obstacle to Integrating Theory and Research.” American Sociological Review 44 (6):881–894.10.2307/2094714
    • (1979) American Sociological Review , vol.44 , Issue.6 , pp. 881-894
    • Blalock, H.M.1
  • 16
    • 84885634306 scopus 로고    scopus 로고
    • Quality Management and Performance: A Comparison Between the UK and Turkey
    • Clegg, Ben, Roya, Gholami, and Mine, Omurgonulsen. 2013. “Quality Management and Performance:A Comparison Between the UK and Turkey.” Production Planning & Control 24 (12):1015–1031. doi:10.1080/09537287.2011.642486.
    • (2013) Production Planning & Control , vol.24 , Issue.12 , pp. 1015-1031
    • Clegg, B.1    Gholami, R.2    Omurgonulsen, M.3
  • 17
    • 0002042337 scopus 로고    scopus 로고
    • Commentary: Issues and Opinion on Structural Equation Modeling
    • Chin, Wynne W., 1998a. “Commentary:Issues and Opinion on Structural Equation Modeling.” Management Information Systems Quarterly22 (1):vii–xvi.
    • (1998) Management Information Systems Quarterly
    • Chin, W.W.1
  • 18
    • 0003095695 scopus 로고    scopus 로고
    • The Partial Least Squares Approach for Structural Equation Modeling
    • Chin, Wynne W., 1998b. “The Partial Least Squares Approach for Structural Equation Modeling.” Modern Methods for Business Research 295 (2):295–336.
    • (1998) Modern Methods for Business Research , vol.295 , Issue.2
    • Chin, W.W.1
  • 19
    • 79952922395 scopus 로고    scopus 로고
    • How to Write up and Report PLS Analyses
    • Esposito Vinzi V., Chin W.W., Henseler J., Wang H., (eds), Berlin: Springer
    • Chin, Wynne W., 2010. “How to Write up and Report PLS Analyses.” In Handbook of Partial Least Squares, edited by V., Esposito Vinzi, W. W., Chin, J., Henseler, & H., Wang, 655–690. Berlin:Springer.10.1007/978-3-540-32827-8
    • (2010) Handbook of Partial Least Squares , pp. 655-690
    • Chin, W.W.1
  • 20
    • 84976722216 scopus 로고
    • Adoption Intention in GSS: Relative Importance of Beliefs
    • Chin, Wynne W., and Abhijit, Gopal. 1995. “Adoption Intention in GSS:Relative Importance of Beliefs.” ACM SIGMIS Database 26 (2–3):42–64.10.1145/217278
    • (1995) ACM SIGMIS Database , vol.26 , Issue.2-3 , pp. 42-64
    • Chin, W.W.1    Gopal, A.2
  • 21
    • 0042242856 scopus 로고    scopus 로고
    • A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic-mail Emotion/Adoption Study
    • Chin, Wynne W., Barbara L., Marcolin, and Peter R., Newsted. 2003. “A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects:Results from a Monte Carlo Simulation Study and an Electronic-mail Emotion/Adoption Study.” Information Systems Research 14 (2):189–217.10.1287/isre.14.2.189.16018
    • (2003) Information Systems Research , vol.14 , Issue.2 , pp. 189-217
    • Chin, W.W.1    Marcolin, B.L.2    Newsted, P.R.3
  • 22
    • 0000468286 scopus 로고    scopus 로고
    • Structural Equation Modeling Analysis with Small Samples Using Partial Least Squares
    • Chin, Wynne W., and Peter R., Newsted. 1999. “Structural Equation Modeling Analysis with Small Samples Using Partial Least Squares.” Statistical Strategies for Small Sample Research 2:307–342.
    • (1999) Statistical Strategies for Small Sample Research , vol.2 , pp. 307-342
    • Chin, W.W.1    Newsted, P.R.2
  • 23
    • 52749093028 scopus 로고    scopus 로고
    • Structural Equation Modeling in Marketing: Some Practical Reminders
    • Chin, Wynne W., Robert A., Peterson, and Steven P., Brown. 2008. “Structural Equation Modeling in Marketing:Some Practical Reminders.” The Journal of Marketing Theory and Practice 16 (4):287–298.10.2753/MTP1069-6679160402
    • (2008) The Journal of Marketing Theory and Practice , vol.16 , Issue.4 , pp. 287-298
    • Chin, W.W.1    Peterson, R.A.2    Brown, S.P.3
  • 24
    • 0142104914 scopus 로고    scopus 로고
    • A Realistic Perspective on Pattern Representation in Growth Data: Comment on Bauer and Curran (2003)
    • Cudeck, Robert, and Susan J., Henly. 2003. “A Realistic Perspective on Pattern Representation in Growth Data:Comment on Bauer and Curran (2003).” Psychological Methods 8(3):378–383.
    • (2003) Psychological Methods
    • Cudeck, R.1    Henly, S.J.2
  • 25
    • 30344473967 scopus 로고    scopus 로고
    • Competing on Analytics
    • Davenport, T. H., 2006. “Competing on Analytics.” Harvard Business Review 84 (1):98–107.
    • (2006) Harvard Business Review , vol.84 , Issue.1 , pp. 98-107
    • Davenport, T.H.1
  • 28
    • 78651323943 scopus 로고    scopus 로고
    • Latent Variables and Indices: Herman Wold’s Basic Design and Partial Least Squares
    • Esposito Vinzi V., Chin W.W., Henseler J., Wang H., (eds), Heidelberg: Springer
    • Dijkstra, Theo K., 2010. “Latent Variables and Indices:Herman Wold’s Basic Design and Partial Least Squares.” In Handbook of Partial Least Squares, edited by Vincenzo, Esposito Vinzi, Wynne W., Chin, Jörg, Henseler, and Huiwen, Wang, 23–46. Heidelberg:Springer.10.1007/978-3-540-32827-8
    • (2010) Handbook of Partial Least Squares , pp. 23-46
    • Dijkstra, T.K.1
  • 29
    • 84905668359 scopus 로고    scopus 로고
    • Consistent and Asymptotically Normal PLS Estimators for Linear Structural Equations
    • Dijkstra, Theo K., and Jörg, Henseler. 2015a. “Consistent and Asymptotically Normal PLS Estimators for Linear Structural Equations.” Computational Statistics & Data Analysis 81:10–23.10.1016/j.csda.2014.07.008
    • (2015) Computational Statistics & Data Analysis , vol.81 , pp. 10-23
    • Dijkstra, T.K.1    Henseler, J.2
  • 31
    • 0010703494 scopus 로고    scopus 로고
    • Multidimensional Constructs in Organizational Behavior Research: An Integrative Analytical Framework
    • Edwards, Jeffrey R., 2001. “Multidimensional Constructs in Organizational Behavior Research:An Integrative Analytical Framework.” Organizational Research Methods 4 (2):144–192.10.1177/109442810142004
    • (2001) Organizational Research Methods , vol.4 , Issue.2 , pp. 144-192
    • Edwards, J.R.1
  • 35
    • 84992332840 scopus 로고    scopus 로고
    • Testing Moderating Effects in PLS Path Models with Composite Variables
    • Fassott, Georg, Jörg, Henseler, and Pedro S., Coelho. 2016. “Testing Moderating Effects in PLS Path Models with Composite Variables.” Industrial Management & Data Systems 116 (9):1887–1900. doi:10.1108/imds-06-2016-0248.
    • (2016) Industrial Management & Data Systems , vol.116 , Issue.9 , pp. 1887-1900
    • Fassott, G.1    Henseler, J.2    Coelho, P.S.3
  • 36
    • 0000356178 scopus 로고
    • Two Structural Equation Models: LISREL and PLS Applied to Consumer Exit-voice Theory
    • Fornell, Claes, and Fred L., Bookstein. 1982. “Two Structural Equation Models:LISREL and PLS Applied to Consumer Exit-voice Theory.” Journal of Marketing Research 19:440–452.10.2307/3151718
    • (1982) Journal of Marketing Research , vol.19 , pp. 440-452
    • Fornell, C.1    Bookstein, F.L.2
  • 37
    • 0000009769 scopus 로고
    • Evaluating Structural Equation Models with Unobservable Variables and Measurement Error
    • Fornell, Claes, and David F., Larcker. 1981. “Evaluating Structural Equation Models with Unobservable Variables and Measurement Error.” Journal of Marketing Research 18:39–50.10.2307/3151312
    • (1981) Journal of Marketing Research , vol.18 , pp. 39-50
    • Fornell, C.1    Larcker, D.F.2
  • 38
    • 84929509763 scopus 로고    scopus 로고
    • How ‘Big Data’ Can Make Big Impact: Findings from a Systematic Review and a Longitudinal Case Study
    • Fosso Wamba, Samuel, Shahriar, Akter, Andrew, Edwards, Geoffrey, Chopin, and Denis, Gnanzou. 2015. “How ‘Big Data’ Can Make Big Impact:Findings from a Systematic Review and a Longitudinal Case Study.” International Journal of Production Economics 165:234–246. doi:10.1016/j.ijpe.2014.12.031.
    • (2015) International Journal of Production Economics , vol.165 , pp. 234-246
    • Samuel, F.W.1    Shahriar, A.2    Edwards, A.3    Chopin, G.4    Gnanzou, D.5
  • 39
    • 80052090856 scopus 로고    scopus 로고
    • An Update and Extension to SEM Guidelines for Admnistrative and Social Science Research
    • Gefen, David, Detmar W., Straub, and Edward E., Rigdon. 2011. “An Update and Extension to SEM Guidelines for Admnistrative and Social Science Research.” Management Information Systems Quarterly 35 (2):iii–xiv.
    • (2011) Management Information Systems Quarterly , vol.35 , Issue.2 , pp. iii-xiv
    • Gefen, D.1    Straub, D.W.2    Rigdon, E.E.3
  • 41
    • 33746866397 scopus 로고    scopus 로고
    • The Transformational Dimension in the Realization of Business Value from Information Technology
    • Gregor, Shirley, Michael, Martin, Walter, Fernandez, Steven, Stern, and Michael, Vitale. 2006. “The Transformational Dimension in the Realization of Business Value from Information Technology.” The Journal of Strategic Information Systems 15 (3):249–70.
    • (2006) The Journal of Strategic Information Systems , vol.15 , Issue.3 , pp. 249-270
    • Gregor, S.1    Martin, M.2    Fernandez, W.3    Stern, S.4    Vitale, M.5
  • 42
    • 84864345828 scopus 로고    scopus 로고
    • What is Quality? An Integrative Framework of Processes and States
    • Golder, Peter N., Debanjan, Mitra, and Christine, Moorman. 2012. “What is Quality? An Integrative Framework of Processes and States.” Journal of Marketing 76 (4):1–23.10.1509/jm.09.0416
    • (2012) Journal of Marketing , vol.76 , Issue.4 , pp. 1-23
    • Golder, P.N.1    Mitra, D.2    Moorman, C.3
  • 43
    • 84938823944 scopus 로고    scopus 로고
    • Notes from the Editors: Redefining Some Methodological Criteria for the Journal
    • Guide Jr., V. Daniel R., and Mikko, Ketokivi. 2015. “Notes from the Editors:Redefining Some Methodological Criteria for the Journal.” Journal of Operations Management 37:v–viii. doi:10.1016/S0272-6963(15)00056-X.
    • (2015) Journal of Operations Management , vol.37 , pp. v-viii
    • Guide, V.D.R.1    Ketokivi, M.2
  • 46
    • 84870393671 scopus 로고    scopus 로고
    • Partial Least Squares: The Better Approach to Structural Equation Modeling?
    • Hair, Joseph F., Christian M., Ringle, and Marko, Sarstedt. 2012. “Partial Least Squares:The Better Approach to Structural Equation Modeling?” Long Range Planning 45 (5–6):312–319.10.1016/j.lrp.2012.09.011
    • (2012) Long Range Planning , vol.45 , Issue.5-6 , pp. 312-319
    • Hair, J.F.1    Ringle, C.M.2    Sarstedt, M.3
  • 47
    • 80053611303 scopus 로고    scopus 로고
    • An Assessment of the Use of Partial Least Squares Structural Equation Modeling in Marketing Research
    • Hair, Joe F., Marko, Sarstedt, Christian M., Ringle, and Jeannette A., Mena. 2012. “An Assessment of the Use of Partial Least Squares Structural Equation Modeling in Marketing Research.” Journal of the Academy of Marketing Science 40 (3):414–433.10.1007/s11747-011-0261-6
    • (2012) Journal of the Academy of Marketing Science , vol.40 , Issue.3 , pp. 414-433
    • Hair, J.F.1    Sarstedt, M.2    Ringle, C.M.3    Mena, J.A.4
  • 48
    • 84954541015 scopus 로고    scopus 로고
    • Using PLS Path Modeling in New Technology Research: Updated Guidelines
    • Henseler, Jörg, Geoffrey, Hubona, and Pauline Ash, Ray. 2016. “Using PLS Path Modeling in New Technology Research:Updated Guidelines.” Industrial Management & Data Systems 116 (1):2–20.10.1108/IMDS-09-2015-0382
    • (2016) Industrial Management & Data Systems , vol.116 , Issue.1 , pp. 2-20
    • Henseler, J.1    Hubona, G.2    Ray, P.A.3
  • 49
    • 85028154911 scopus 로고    scopus 로고
    • A New Criterion for Assessing Discriminant Validity in Variance-based Structural Equation Modeling
    • Henseler, Jörg, Christian M., Ringle, and Marko, Sarstedt. 2015. “A New Criterion for Assessing Discriminant Validity in Variance-based Structural Equation Modeling.” Journal of the Academy of Marketing Science 43 (1):115–35.
    • (2015) Journal of the Academy of Marketing Science , vol.43 , Issue.1 , pp. 115-135
    • Henseler, J.1    Ringle, C.M.2    Sarstedt, M.3
  • 50
    • 71049177935 scopus 로고    scopus 로고
    • The Use of Partial Least Squares Path Modeling in International Marketing
    • Henseler, Jörg, Christian, Ringle, and Rudolf, Sinkovics. 2009. “The Use of Partial Least Squares Path Modeling in International Marketing.” Advances in International Marketing (AIM) 20:277–320.
    • (2009) Advances in International Marketing (AIM) , vol.20 , pp. 277-320
    • Henseler, J.1    Ringle, C.2    Sinkovics, R.3
  • 51
    • 0001110791 scopus 로고
    • The Impact of Inferential Beliefs on Product Evaluations
    • Huber, Joel, and John, McCann. 1982. “The Impact of Inferential Beliefs on Product Evaluations.” Journal of Marketing Research 19:324–333.10.2307/3151566
    • (1982) Journal of Marketing Research , vol.19 , pp. 324-333
    • Huber, J.1    McCann, J.2
  • 52
    • 0000230521 scopus 로고    scopus 로고
    • Use of Partial Least Squares (PLS) in Strategic Management Research: A Review of Four Recent Studies
    • Hulland, John. 1999. “Use of Partial Least Squares (PLS) in Strategic Management Research:A Review of Four Recent Studies.” Strategic Management Journal 20 (2):195–204.10.1002/(ISSN)1097-0266
    • (1999) Strategic Management Journal , vol.20 , Issue.2 , pp. 195-204
    • Hulland, J.1
  • 53
    • 80052556538 scopus 로고    scopus 로고
    • Modeling Customer Satisfaction: A Comparative Performance Evaluation of Covariance Structure Analysis versus Partial Least Squares
    • Vinzi V.E., Chin W.W., Henseler J., Wang H., (eds), Berlin: Springer
    • Hulland, John, Michael J., Ryan, and Robert K., Rayner. 2010. “Modeling Customer Satisfaction:A Comparative Performance Evaluation of Covariance Structure Analysis versus Partial Least Squares.” In Handbook of Partial Least Squares, edited by V. E., Vinzi, W. W., Chin, J., Henseler and H., Wang, 307–325. Berlin:Springer.10.1007/978-3-540-32827-8
    • (2010) Handbook of Partial Least Squares , pp. 307-325
    • Hulland, J.1    Ryan, M.J.2    Rayner, R.K.3
  • 54
    • 84931561310 scopus 로고    scopus 로고
    • Supply Chain Management Resources, Capabilities and Execution
    • Kotzab, Herbert, Christoph, Teller, David B., Grant, and Anders, Friis. 2015. “Supply Chain Management Resources, Capabilities and Execution.” Production Planning & Control 26 (7):525–542. doi:10.1080/09537287.2014.927932.
    • (2015) Production Planning & Control , vol.26 , Issue.7 , pp. 525-542
    • Kotzab, H.1    Teller, C.2    Grant, D.B.3    Friis, A.4
  • 55
    • 70449631018 scopus 로고    scopus 로고
    • Everything You Always Wanted to Know about SEM (Structural Equations Modeling) but Were Afraid to Ask
    • Iacobucci, Dawn. 2009. “Everything You Always Wanted to Know about SEM (Structural Equations Modeling) but Were Afraid to Ask.” Journal of Consumer Psychology 19 (4):673–680.10.1016/j.jcps.2009.09.002
    • (2009) Journal of Consumer Psychology , vol.19 , Issue.4 , pp. 673-680
    • Iacobucci, D.1
  • 56
    • 0001859237 scopus 로고
    • Modeling Dyadic Interactions and Networks in Marketing
    • Iacobucci, Dawn, and Nigel, Hopkins. 1992. “Modeling Dyadic Interactions and Networks in Marketing.” Journal of Marketing Research 29:5–17.10.2307/3172489
    • (1992) Journal of Marketing Research , vol.29 , pp. 5-17
    • Iacobucci, D.1    Hopkins, N.2
  • 57
    • 0002538329 scopus 로고
    • Consumer Research: A State of the Art Review
    • Jacoby, Jacob. 1978. “Consumer Research:A State of the Art Review.” Journal of Marketing 42:87–96.10.2307/1249890
    • (1978) Journal of Marketing , vol.42 , pp. 87-96
    • Jacoby, J.1
  • 58
    • 0242424963 scopus 로고    scopus 로고
    • A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research
    • Jarvis, Cheryl Burke, Scott B., MacKenzie, and Philip M., Podsakoff. 2003. “A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research.” Journal of Consumer Research 30 (2):199–218.10.1086/jcr.2003.30.issue-2
    • (2003) Journal of Consumer Research , vol.30 , Issue.2 , pp. 199-218
    • Jarvis, C.B.1    MacKenzie, S.B.2    Podsakoff, P.M.3
  • 59
    • 84961197705 scopus 로고    scopus 로고
    • Modelling Quality Dynamics, Business Value and Firm Performance in a Big Data Analytics Environment
    • Ji-fan Ren, Steven, Samuel, FossoWamba, Shahriar, Akter, Rameshwar, Dubey, and Stephen J., Childe. 2016. “Modelling Quality Dynamics, Business Value and Firm Performance in a Big Data Analytics Environment.” International Journal of Production Research 90:1–16. doi:10.1080/00207543.2016.1154209.
    • (2016) International Journal of Production Research , vol.90 , pp. 1-16
    • Ji-fan Ren, S.1    FossoWamba, S.2    Akter, S.3    Dubey, R.4    Childe, S.J.5
  • 62
    • 0033474625 scopus 로고    scopus 로고
    • Multidimensional Constructs in Structural Equation Analysis: An Illustration Using the Job Perception and Job Satisfaction Constructs
    • Law, Kenneth S., and Chi-Sum, Wong. 1999. “Multidimensional Constructs in Structural Equation Analysis:An Illustration Using the Job Perception and Job Satisfaction Constructs.” Journal of Management 25 (2):143–160.10.1016/S0149-2063(99)80007-5
    • (1999) Journal of Management , vol.25 , Issue.2 , pp. 143-160
    • Law, K.S.1    Wong, C.-S.2
  • 63
    • 84929129477 scopus 로고    scopus 로고
    • A Structural Analysis of Greening the Supplier, Environmental Performance and Competitive Advantage
    • Lee, Voon-Hsien, Keng-Boon, Ooi, Alain Yee-Loong, Chong, and Binshan, Lin. 2015. “A Structural Analysis of Greening the Supplier, Environmental Performance and Competitive Advantage.” Production Planning & Control 26 (2):116–30. doi:10.1080/09537287.2013.859324.
    • (2015) Production Planning & Control , vol.26 , Issue.2 , pp. 116-130
    • Lee, V.-H.1    Ooi, K.-B.2    Chong, A.Y.-L.3    Lin, B.4
  • 64
    • 0242397909 scopus 로고
    • The PLS Program System: Latent Variables Path Analysis with Partial Least Squares Estimation
    • Lohmoller, Jan-Bernd. 1988. “The PLS Program System:Latent Variables Path Analysis with Partial Least Squares Estimation.” Multivariate Behavioral Research 23 (1):125–127.10.1207/s15327906mbr2301_7
    • (1988) Multivariate Behavioral Research , vol.23 , Issue.1 , pp. 125-127
    • Lohmoller, J.-B.1
  • 66
    • 80052581479 scopus 로고    scopus 로고
    • Two New Methods for Estimating Structural Equation Models: An Illustration and a Comparison with Two Established Methods
    • Lu, Irene R. R., Ernest, Kwan, D. Roland, Thomas, and Marzena, Cedzynski. 2011. “Two New Methods for Estimating Structural Equation Models:An Illustration and a Comparison with Two Established Methods.” International Journal of Research in Marketing 28 (3):258–268.10.1016/j.ijresmar.2011.03.006
    • (2011) International Journal of Research in Marketing , vol.28 , Issue.3 , pp. 258-268
    • Lu, I.R.R.1    Kwan, E.2    Thomas, D.R.3    Cedzynski, M.4
  • 67
    • 0033658169 scopus 로고    scopus 로고
    • Applications of Structural Equation Modeling in Psychological Research
    • MacCallum, Robert C., and James T., Austin. 2000. “Applications of Structural Equation Modeling in Psychological Research.” Annual Review of Psychology 51 (1):201–226.10.1146/annurev.psych.51.1.201
    • (2000) Annual Review of Psychology , vol.51 , Issue.1 , pp. 201-226
    • MacCallum, R.C.1    Austin, J.T.2
  • 68
    • 24944589695 scopus 로고    scopus 로고
    • The Problem of Measurement Model Misspecification in Behavioral and Organizational Research and Some Recommended Solutions
    • MacKenzie, Scott B., Philip M., Podsakoff, and Cheryl Burke, Jarvis. 2005. “The Problem of Measurement Model Misspecification in Behavioral and Organizational Research and Some Recommended Solutions.” Journal of Applied Psychology 90 (4):710–730.10.1037/0021-9010.90.4.710
    • (2005) Journal of Applied Psychology , vol.90 , Issue.4 , pp. 710-730
    • MacKenzie, S.B.1    Podsakoff, P.M.2    Jarvis, C.B.3
  • 69
    • 60949099805 scopus 로고    scopus 로고
    • A Critical Look at Partial Least Squares Modeling
    • Marcoulides, George A., Wynne W., Chin, and Carol, Saunders. 2009. “A Critical Look at Partial Least Squares Modeling.” MIS Quarterly 33 (1):171–175.
    • (2009) MIS Quarterly , vol.33 , Issue.1 , pp. 171-175
    • Marcoulides, G.A.1    Chin, W.W.2    Saunders, C.3
  • 70
    • 3042808205 scopus 로고    scopus 로고
    • In Search of Golden Rules: Comment on Hypothesis-testing Approaches to Setting Cutoff Values for Fit Indexes and Dangers in Overgeneralizing Hu and Bentler’s (1999) Findings
    • Marsh, Herbert W., Kit-Tai, Hau, and Zhonglin, Wen. 2004. “In Search of Golden Rules:Comment on Hypothesis-testing Approaches to Setting Cutoff Values for Fit Indexes and Dangers in Overgeneralizing Hu and Bentler’s (1999) Findings.” Structural Equation Modeling:A Multidisciplinary Journal 11 (3):320–341.10.1207/s15328007sem1103_2
    • (2004) Structural Equation Modeling: A Multidisciplinary Journal , vol.11 , Issue.3 , pp. 320-341
    • Marsh, H.W.1    Hau, K.-T.2    Wen, Z.3
  • 71
    • 84871857828 scopus 로고    scopus 로고
    • Big Data: The Management Revolution
    • McAfee, A., and E., Brynjolfsson. 2012a. “Big Data:The Management Revolution.” Harvard Business Review 90 (10):60–68.
    • (2012) Harvard Business Review , vol.90 , Issue.10 , pp. 60-68
    • McAfee, A.1    Brynjolfsson, E.2
  • 72
    • 84871857828 scopus 로고    scopus 로고
    • Big Data: The Management Revolution
    • 8, 128
    • McAfee, Andrew, and Erik, Brynjolfsson. 2012b. “Big Data:The Management Revolution.” Harvard Business Review 90:60–66, 8, 128.
    • (2012) Harvard Business Review , vol.90 , pp. 60-66
    • McAfee, A.1    Brynjolfsson, E.2
  • 73
    • 0030305541 scopus 로고    scopus 로고
    • Path Analysis with Composite Variables
    • McDonald, Roderick P., 1996. “Path Analysis with Composite Variables.” Multivariate Behavioral Research 31 (2):239–270.10.1207/s15327906mbr3102_5
    • (1996) Multivariate Behavioral Research , vol.31 , Issue.2 , pp. 239-270
    • McDonald, R.P.1
  • 74
    • 27244462319 scopus 로고
    • Appraising and Amending Theories: The Strategy of Lakatosian Defense and Two Principles That Warrant It
    • Meehl, Paul E., 1990. “Appraising and Amending Theories:The Strategy of Lakatosian Defense and Two Principles That Warrant It.” Psychological Inquiry 1 (2):108–141.10.1207/s15327965pli0102_1
    • (1990) Psychological Inquiry , vol.1 , Issue.2 , pp. 108-141
    • Meehl, P.E.1
  • 76
    • 21044449608 scopus 로고    scopus 로고
    • Antecedents of Information and System Quality: An Empirical Examination within the Context of Data Warehousing
    • Nelson, R. Ryan, Peter A., Todd, and Barbara H., Wixom. 2005. “Antecedents of Information and System Quality:An Empirical Examination within the Context of Data Warehousing.” Journal of Management Information Systems 21 (4):199–235.10.1080/07421222.2005.11045823
    • (2005) Journal of Management Information Systems , vol.21 , Issue.4 , pp. 199-235
    • Nelson, R.R.1    Todd, P.A.2    Wixom, B.H.3
  • 78
    • 20444499779 scopus 로고    scopus 로고
    • E-S-QUAL a Multiple-item Scale for Assessing Electronic Service Quality
    • Parasuraman, A., V. A., Zeithaml, and L. L., Berry. 2005. “E-S-QUAL a Multiple-item Scale for Assessing Electronic Service Quality.” Journal of Service Research 7 (3):213–233.
    • (2005) Journal of Service Research , vol.7 , Issue.3 , pp. 213-233
    • Parasuraman, A.1    Zeithaml, V.A.2    Berry, L.L.3
  • 79
    • 0041562877 scopus 로고    scopus 로고
    • Oxford: Oxford University Press
    • Pyke, Steve. 2011. Philosophers. Oxford:Oxford University Press.
    • (2011) Philosophers
    • Pyke, S.1
  • 80
    • 84979991926 scopus 로고    scopus 로고
    • Beyond the Hype: The Hard Work behind Analytics Success
    • Ransbotham, Sam, David, Kiron, and Pamela Kirk, Prentice. 2016. “Beyond the Hype:The Hard Work behind Analytics Success.” MIT Sloan Management Review 57 (3):1–16
    • (2016) MIT Sloan Management Review , vol.57 , Issue.3 , pp. 1-16
    • Ransbotham, S.1    Kiron, D.2    Prentice, P.K.3
  • 81
    • 33645166139 scopus 로고    scopus 로고
    • Information Technology and the Performance of the Customer Service Process: A Resource-based Analysis
    • Ray, Gautam, Waleed A., Muhanna, and Jay B., Barney. 2005. “Information Technology and the Performance of the Customer Service Process:A Resource-based Analysis.” MIS Quarterly 29 (4):625–652.
    • (2005) MIS Quarterly , pp. 625-652
    • Ray, G.1    Muhanna, W.A.2    Barney, J.B.3
  • 82
    • 70350061364 scopus 로고    scopus 로고
    • An Empirical Comparison of the Efficacy of Covariance-Based and Variance-Based SEM
    • Reinartz, Werner, Michael, Haenlein, and Jörg, Henseler. 2009. “An Empirical Comparison of the Efficacy of Covariance-Based and Variance-Based SEM.” International Journal of Research in Marketing 26 (4):332–344.
    • (2009) International Journal of Research in Marketing , vol.26 , Issue.4 , pp. 332-344
    • Reinartz, W.1    Haenlein, M.2    Henseler, J.3
  • 83
    • 84938417047 scopus 로고    scopus 로고
    • An Empirical Analysis of Inter-organisational Value Co-creation in a Supply Chain: A Process Perspective
    • Ren, Steven Jifan, Hu, Caihong, E. W. T., Ngai, and Mingjian, Zhou. 2015. “An Empirical Analysis of Inter-organisational Value Co-creation in a Supply Chain:A Process Perspective.” Production Planning & Control 26 (12):969–980. doi:10.1080/09537287.2014.1002022.
    • (2015) Production Planning & Control , vol.26 , Issue.12 , pp. 969-980
    • Ren, S.J.1    Caihong, H.2    Ngai, E.W.T.3    Zhou, M.4
  • 84
    • 84901647880 scopus 로고    scopus 로고
    • Rethinking Partial Least Squares Path Modeling: Breaking Chains and Forging Ahead
    • Rigdon, Edward E., 2014. “Rethinking Partial Least Squares Path Modeling:Breaking Chains and Forging Ahead.” Long Range Planning 47 (3):161–167.10.1016/j.lrp.2014.02.003
    • (2014) Long Range Planning , vol.47 , Issue.3 , pp. 161-167
    • Rigdon, E.E.1
  • 85
    • 84897688554 scopus 로고    scopus 로고
    • Editor’s Comments: A Critical Look at the Use of PLS-SEM in MIS Quarterly
    • Ringle, Christian M., Marko, Sarstedt, and Detmar W., Straub. 2012a. “Editor’s Comments:A Critical Look at the Use of PLS-SEM in MIS Quarterly.” MIS Quarterly 36 (1):iii-xiv.
    • (2012) MIS Quarterly , vol.36 , Issue.1 , pp. iii-xiv
    • Ringle, C.M.1    Sarstedt, M.2    Straub, D.W.3
  • 86
    • 84859837002 scopus 로고    scopus 로고
    • A Critical Look at the Use of PLS-SEM in MIS Quarterly
    • Ringle, Christian, Marko, Sarstedt, and Detmar, Straub. 2012b. “A Critical Look at the Use of PLS-SEM in MIS Quarterly.” MIS Quarterly (MISQ) 36 (1):iii–xiv.
    • (2012) MIS Quarterly (MISQ) , vol.36 , Issue.1 , pp. iii-xiv
    • Ringle, C.1    Sarstedt, M.2    Straub, D.3
  • 89
    • 27844446525 scopus 로고    scopus 로고
    • Meehl on Metatheory
    • Rozeboom, Wm W., 2005. “Meehl on Metatheory.” Journal of Clinical Psychology 61 (10):1317–1354.10.1002/(ISSN)1097-4679
    • (2005) Journal of Clinical Psychology , vol.61 , Issue.10 , pp. 1317-1354
    • Rozeboom, W.W.1
  • 90
    • 84989314752 scopus 로고    scopus 로고
    • How to Use Big Data to Drive Your Supply Chain
    • Sanders, Nada R., 2016. “How to Use Big Data to Drive Your Supply Chain.” California Management Review 58 (3):26–48.10.1525/cmr.2016.58.3.26
    • (2016) California Management Review , vol.58 , Issue.3 , pp. 26-48
    • Sanders, N.R.1
  • 91
    • 84989844061 scopus 로고    scopus 로고
    • Estimation Issues with PLS and CBSEM: Where the Bias Lies!
    • Sarstedt, Marko, Joseph F., Hair, Christian M., Ringle, Kai O., Thiele, and Siegfried P., Gudergan. 2016. “Estimation Issues with PLS and CBSEM:Where the Bias Lies!” Journal of Business Research 69 (10):3998–4010.10.1016/j.jbusres.2016.06.007
    • (2016) Journal of Business Research , vol.69 , Issue.10 , pp. 3998-4010
    • Sarstedt, M.1    Hair, J.F.2    Ringle, C.M.3    Thiele, K.O.4    Gudergan, S.P.5
  • 92
    • 80053583866 scopus 로고    scopus 로고
    • Multigroup Analysis in Partial Least Squares (PLS) Path Modeling: Alternative Methods and Empirical Results
    • Sarstedt M., Schwaiger M., Taylor C.R., (eds), Bingley: Emerald Group Publishing Limited
    • Sarstedt, Marko, Jörg, Henseler, and Christian M., Ringle. 2011. “Multigroup Analysis in Partial Least Squares (PLS) Path Modeling:Alternative Methods and Empirical Results.” In Measurement and Research Methods in International Marketing, edited by M. Sarstedt, M. Schwaiger, C. R. Taylor, 195–218. Bingley:Emerald Group Publishing Limited.10.1108/aim
    • (2011) Measurement and Research Methods in International Marketing , pp. 195-218
    • Sarstedt, M.1    Henseler, J.2    Ringle, C.M.3
  • 93
    • 84901660910 scopus 로고    scopus 로고
    • PLS-SEM: Looking Back and Moving Forward
    • Sarstedt, Marko, Christian M., Ringle, and Joseph F., Hair. 2014. “PLS-SEM:Looking Back and Moving Forward.” Long Range Planning 47 (3):132–137. doi:10.1016/j.lrp.2014.02.008.
    • (2014) Long Range Planning , vol.47 , Issue.3 , pp. 132-137
    • Sarstedt, M.1    Ringle, C.M.2    Hair, J.F.3
  • 94
    • 0000683206 scopus 로고
    • The Significance of Statistical Significance Tests in Marketing Research
    • Sawyer, Alan G., and J. Paul, Peter. 1983. “The Significance of Statistical Significance Tests in Marketing Research.” Journal of Marketing Research 20:122–133.10.2307/3151679
    • (1983) Journal of Marketing Research , vol.20 , pp. 122-133
    • Sawyer, A.G.1    Peter, J.P.2
  • 95
    • 29144466517 scopus 로고    scopus 로고
    • Use of Structural Equation Modeling in Operations Management Research: Looking Back and Forward
    • Shah, Rachna, and Susan Meyer, Goldstein. 2006. “Use of Structural Equation Modeling in Operations Management Research:Looking Back and Forward.” Journal of Operations Management 24 (2):148–169.10.1016/j.jom.2005.05.001
    • (2006) Journal of Operations Management , vol.24 , Issue.2 , pp. 148-169
    • Shah, R.1    Goldstein, S.M.2
  • 96
    • 0030486062 scopus 로고    scopus 로고
    • A Reexamination of the Determinants of Consumer Satisfaction
    • Spreng, Richard A., Scott B., MacKenzie, and Richard W., Olshavsky. 1996. “A Reexamination of the Determinants of Consumer Satisfaction.” Journal of Marketing 25 (2):15–32.
    • (1996) Journal of Marketing , vol.25 , Issue.2 , pp. 15-32
    • Spreng, R.A.1    MacKenzie, S.B.2    Olshavsky, R.W.3
  • 97
    • 80051729085 scopus 로고    scopus 로고
    • Special Research Commentary Series on Advanced Methodological Thinking for Quantitative Research
    • Stafford, T. F., 2011. “Special Research Commentary Series on Advanced Methodological Thinking for Quantitative Research.” Management Information Systems Quarterly 35 (2):xv–xvi.
    • (2011) Management Information Systems Quarterly , vol.35 , Issue.2 , pp. xv-xvi
    • Stafford, T.F.1
  • 98
    • 48749096408 scopus 로고    scopus 로고
    • Component-based Structural Equation Modelling
    • Tenenhaus, Michel. 2008. “Component-based Structural Equation Modelling.” Total Quality Management 19 (7–8):871–886.
    • (2008) Total Quality Management , vol.19 , Issue.7-8 , pp. 871-886
    • Tenenhaus, M.1
  • 100
    • 79954628374 scopus 로고    scopus 로고
    • Regularized Generalized Canonical Correlation Analysis
    • Tenenhaus, Arthur, and Michel, Tenenhaus. 2011. “Regularized Generalized Canonical Correlation Analysis.” Psychometrika 76 (2):257–284.10.1007/s11336-011-9206-8
    • (2011) Psychometrika , vol.76 , Issue.2 , pp. 257-284
    • Tenenhaus, A.1    Tenenhaus, M.2
  • 101
    • 60649096896 scopus 로고    scopus 로고
    • Using PLS Path Modeling for Assessing Hierarchical Construct Models: Guidelines and Empirical Illustration
    • Wetzels, Martin, Gaby, Odekerken-Schroder, and Claudia, Van Oppen. 2009. “Using PLS Path Modeling for Assessing Hierarchical Construct Models:Guidelines and Empirical Illustration.” MIS Quarterly 33 (1):177.
    • (2009) MIS Quarterly , vol.33 , Issue.1 , pp. 177
    • Wetzels, M.1    Odekerken-Schroder, G.2    Van Oppen, C.3
  • 102
    • 84878734475 scopus 로고    scopus 로고
    • Maximizing Value from Business Analytics
    • Wixom, B. H., B., Yen, and M., Relich. 2013. “Maximizing Value from Business Analytics.” MIS Quarterly Executive 12:111–123.
    • (2013) MIS Quarterly Executive , vol.12 , pp. 111-123
    • Wixom, B.H.1    Yen, B.2    Relich, M.3
  • 103
    • 0002692783 scopus 로고
    • Soft Modelling by Latent Variables: The Non-linear Iterative Partial Least Squares (NIPALS) Approach
    • Bartlett M.S., (ed)
    • Wold, Herman. 1975. “Soft Modelling by Latent Variables:The Non-linear Iterative Partial Least Squares (NIPALS) Approach.” In Perspectives in Probability and Statistics, in Honor of MS Bartlett, edited by M. S. Bartlett, 117–144. London:Academic Press.
    • (1975) Perspectives in Probability and Statistics, in Honor of MS Bartlett , pp. 117-144
    • Wold, H.1
  • 104
    • 0002462689 scopus 로고
    • Model Construction and Evaluation When Theoretical Knowledge is Scarce
    • Kmenta J., Ramsey J.B., (eds), London: Academic Press
    • Wold, Herman. 1980. “Model Construction and Evaluation When Theoretical Knowledge is Scarce.” In Evaluation of Econometric Models, edited by J. Kmenta and J. B. Ramsey, 47–74. London:Academic Press.10.1016/B978-0-12-416550-2.50007-8
    • (1980) Evaluation of Econometric Models , pp. 47-74
    • Wold, H.1
  • 105
    • 0038378708 scopus 로고
    • Models for Knowledge
    • New York: Springer
    • Wold, Herman. 1982. “Models for Knowledge.” In The Making of Statisticians, 189–212. New York:Springer.10.1007/978-1-4613-8171-6
    • (1982) The Making of Statisticians , pp. 189-212
    • Wold, H.1
  • 106
    • 0000781020 scopus 로고
    • Partial Least Squares
    • Kotz S., Johnson N.L., (eds), Wiley
    • Wold, Herman. 1985. “Partial Least Squares.” Encyclopedia of Statistical Sciences, edited by S., Kotz and N. L., Johnson, 581–591. New York:Wiley.
    • (1985) Encyclopedia of Statistical Sciences
    • Wold, H.1
  • 107
    • 18944367029 scopus 로고    scopus 로고
    • A Theoretical Integration of User Satisfaction and Technology Acceptance
    • Wixom, Barbara H., and Peter A., Todd. 2005. “A Theoretical Integration of User Satisfaction and Technology Acceptance.” Information Systems Research 16 (1):85–102.
    • (2005) Information Systems Research , vol.16 , Issue.1 , pp. 85-102
    • Wixom, B.H.1    Todd, P.A.2


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