An empirical comparison of the efficacy of covariance-based and variance-based SEM

Ahuja, 2003, Individual centrality and performance in virtual R&D groups: An empirical study, Management Science, 49, 21, 10.1287/mnsc.49.1.21.12756 Alpert, 1992, An examination of reseller buyer attitudes toward order of brand entry, Journal of Marketing, 56, 25, 10.2307/1252294 Anderson, 2004, Customer satisfaction and shareholder value, Journal of Marketing, 68, 172, 10.1509/jmkg.68.4.172.42723 Areskoug, 1982, The first canonical correlation: Theoretical PLS analysis and simulation experiments Arnett, 2003, Developing parsimonious retailer equity indexes using partial least squares analysis: A method and applications, Journal of Retailing, 79, 161, 10.1016/S0022-4359(03)00036-8 Babakus, 1987, The sensitivity of confirmatory maximum likelihood factor analysis to violations of measurement scale and distributional assumptions, Journal of Marketing Research, 24, 222, 10.2307/3151512 Bagozzi, 1991, On the use of structural equation models in experimental designs: Two extensions, International Journal of Research in Marketing, 8, 125, 10.1016/0167-8116(91)90020-8 Balderjahn, 1986, The robustness of LISREL unweighted least squares estimation against small sample size in confirmatory factor analysis models Bandalos, 2002, The effects of item parceling on goodness-of-fit and parameter estimate bias in structural equation modeling, Structural Equation Modeling, 9, 78, 10.1207/S15328007SEM0901_5 Barclay, 1991, Interdepartmental conflict in organizational buying: The impact of the organizational context, Journal of Marketing Research, 28, 145, 10.2307/3172804 Baumgartner, 1996, Applications of structural equation modeling in marketing and consumer research: A review, International Journal of Research in Marketing, 13, 139, 10.1016/0167-8116(95)00038-0 Bearden, 1982, Sample size effects on Chi square and other statistics used in evaluating causal models, Journal of Marketing Research, 19, 425, 10.2307/3151716 Bollen, 1987, Outliers and improper solutions: A confirmatory factor analysis example, Sociological Methods and Research, 15, 375, 10.1177/0049124187015004002 Bollen, 1993, Bootstrapping goodness-of-fit measures in structural equation models Boomsma, 2001, The robustness of LISREL modeling revisited Boyle, 1991, Does item homogeneity indicate internal consistency or item redundancy in psychometric scales?, Personality and Individual Differences, 12, 291, 10.1016/0191-8869(91)90115-R Bruhn, 2000, Theory, development and implementation of national customer satisfaction indices: The Swiss index of customer satisfaction (SWICS), Total Quality Management, 11, 1017, 10.1080/09544120050135542 Cassel, 1999, Robustness of partial least-squares method for estimating latent variable quality structures, Journal of Applied Statistics, 26, 435, 10.1080/02664769922322 Chen, 2001, Improper solutions in structural equation models: Causes, consequences and strategies, Sociological Methods and Research, 29, 468, 10.1177/0049124101029004003 Chin, 2003, A partial least squares latent variable modelling approach for measuring interaction effects: Results from a Monte Carlo simulation study and an electronic-mail emotion/adoption study, Information Systems Research, 14, 189, 10.1287/isre.14.2.189.16018 Chin, 1999, Structural equation modelling analysis with small samples using partial least squares Churchill, 1979, A paradigm for developing better measures of marketing constructs, Journal of Marketing Research, 16, 64, 10.2307/3150876 Cohen, 1988 Cohen, 1992, A power primer, Psychological Bulletin, 112, 155, 10.1037/0033-2909.112.1.155 Cotte, 2004, Families and innovative consumer behavior: A triadic analysis of sibling and parental influence, Journal of Consumer Research, 31, 78, 10.1086/383425 Curran, 1996, The robustness of test statistics to nonnormality and specification error in confirmatory factor analysis, Psychological Methods, 1, 16, 10.1037/1082-989X.1.1.16 Dawes, 1998, Information control and influence in emergent buying centers, Journal of Marketing, 62, 55, 10.2307/1251743 Dellande, 2004, Gaining compliance and losing weight: The role of the service provider in health care services, Journal of Marketing, 68, 78, 10.1509/jmkg.68.3.78.34764 Dijkstra, 1983, Some comments on maximum likelihood and partial least squares methods, Journal of Econometrics, 22, 67, 10.1016/0304-4076(83)90094-5 Fleishman, 1978, A method for simulating non-normal distributions, Psychometrika, 43, 521, 10.1007/BF02293811 Fornell, 1992, A national customer satisfaction barometer: The Swedish experience, Journal of Marketing, 56, 6, 10.2307/1252129 Fornell, 1982, Two structural equation models: LISREL and PLS applied to consumer exit-voice theory, Journal of Marketing Research, 19, 440, 10.2307/3151718 Fornell, 1996, The American customer satisfaction index: Nature, purpose, and findings, Journal of Marketing, 60, 7, 10.2307/1251898 Fornell, 1981, Evaluating structural equation models with unobservable variables and measurement error, Journal of Marketing Research, 18, 39, 10.2307/3151312 Fornell, 1990, The cooperative venture formation process: A latent variable structural modeling approach, Management Science, 36, 1246, 10.1287/mnsc.36.10.1246 Fornell, 1983, Industrial organization and consumer satisfaction/dissatisfaction, Journal of Consumer Research, 9, 403, 10.1086/208934 Fornell, 1985, Consumption experience and sales promotion expenditure, Management Science, 31, 1084, 10.1287/mnsc.31.9.1084 Fox, 2006, Structural equation modeling with the SEM package in R, Structural Equation Modeling, 13, 465, 10.1207/s15328007sem1303_7 Gerbing, 1985, The effects of sampling error and model characteristics on parameter estimation for maximum likelihood confirmatory factor analysis, Multivariate Behavioral Research, 20, 255, 10.1207/s15327906mbr2003_2 Gerbing, 1988, An updated paradigm for scale development incorporating unidimensionality and its assessment, Journal of Marketing Research, 25, 186, 10.2307/3172650 Godambe, 1960, An optimum property of regular maximum likelihood estimation, The Annals of Mathematical Statistics, 31, 1208, 10.1214/aoms/1177705693 Goodhue, 2006 Graham, 1994, Explorations of negotiation behaviors in ten foreign cultures using a model developed in the United States, Management Science, 40, 72, 10.1287/mnsc.40.1.72 Gray, 2004, Knowledge sourcing effectiveness, Management Science, 50, 821, 10.1287/mnsc.1030.0192 Green, 1995, Entry strategy and long-term performance: Conceptualization and empirical examination, Journal of Marketing, 59, 1, 10.2307/1252324 Grégoire, 2005, The effects of prior relationships on consumer retaliation, Advances in Consumer Research, 32, 98 Haenlein, 2004, A beginner's guide to partial least squares analysis, Understanding Statistics, 3, 283, 10.1207/s15328031us0304_4 Hennig-Thurau, 2006, Are all smiles created equal? How emotional contagion and emotional labor affect service relationships, Journal of Marketing, 70, 58, 10.1509/jmkg.70.3.58 Hennig-Thurau, 2007, Consumer file sharing of motion pictures, Journal of Marketing, 71, 1, 10.1509/jmkg.71.4.1 Hu, 1998, Fit indices in covariance structure modeling: Sensitivity to underparametrized model misspecification, Psychological Methods, 3, 424, 10.1037/1082-989X.3.4.424 Hui, 1982, Consistency and consistency at large of partial least squares estimates Jarvis, 2003, A critical review of construct indicators and measurement model misspecification in marketing and consumer research, Journal of Consumer Research, 30, 199, 10.1086/376806 Jöreskog, 1967, Some contributions to Maximum Likelihood factor analysis, Psychometrika, 32, 443, 10.1007/BF02289658 Jöreskog, 1973, A general method for estimating a linear structural equation system Jöreskog, 1975, Estimation of a model with multiple indicators and multiple causes of a single latent variable, Journal of the American Statistical Association, 70, 631, 10.2307/2285946 Jöreskog, 1982, Recent developments in structural equation modeling, Journal of Marketing Research, 19, 404, 10.2307/3151714 Kim, 2003, The impact of misspecified item parceling on representing latent variables in covariance structure modeling: A simulation study, Structural Equation Modeling, 10, 101, 10.1207/S15328007SEM1001_5 Krijnen, 1998, Conditions for factor (in)determinacy in factor analysis, Psychometrika, 63, 359, 10.1007/BF02294860 Lohmöller, 1988, The PLS program system: Latent variables path analysis with partial least squares estimation, Multivariate Behavioral Research, 23, 125, 10.1207/s15327906mbr2301_7 Long, 1983 MacCallum, 2000, Applications of structural equation modelling in psychological research, Annual Review of Psychology, 51, 201, 10.1146/annurev.psych.51.1.201 MacCallum, 1993, The use of causal indicators in covariance structure models: Some practical issues, Psychological Bulletin, 114, 533, 10.1037/0033-2909.114.3.533 MacCallum, 1996, Power analysis and determination of sample size for covariance structure modeling, Psychological Methods, 1, 130, 10.1037/1082-989X.1.2.130 Marsh, 1998, Is more ever too much?: The number of indicators per factor in confirmatory factor analysis, Multivariate Behavioral Research, 33, 181, 10.1207/s15327906mbr3302_1 Mattson, 1997, How to generate non-normal data for simulation of structural equation models, Multivariate Behavioral Research, 32, 355, 10.1207/s15327906mbr3204_3 Mayo, 1987, Household durable goods acquisition behavior: A longitudinal study, Advances in Consumer Research, 14, 463 McFarland, 2008, Supply chain contagion, Journal of Marketing, 72, 63, 10.1509/jmkg.72.2.63 Micceri, 1989, The unicorn, the normal curve and other improbable creatures, Psychological Bulletin, 105, 156, 10.1037/0033-2909.105.1.156 Mitchell, 2007, Cooperative planning, uncertainty, and managerial control in concurrent design, Management Science, 53, 375, 10.1287/mnsc.1060.0641 Nasser, 2003, A Monte Carlo study investigating the impact of item parceling on measures of fit in confirmatory factor analysis, Educational and Psychological Measurement, 63, 729, 10.1177/0013164403258228 Nevitt, 2001, Performance of bootstrapping approaches to model test statistics and parameter standard error estimation in structural equation modeling, Structural Equation Modeling, 8, 353, 10.1207/S15328007SEM0803_2 Qualls, 1988, Toward understanding the dynamic of household decision conflict behavior, Advances in Consumer Research, 15, 442 Qureshi, 2009, Assessing between-group differences in information systems research: A comparison of covariance- and component-based SEM, MIS Quarterly, 33, 197, 10.2307/20650285 2008 Reinartz, 2002, Generating non-normal data for simulation of structural equation models using Mattson's method, Multivariate Behavioral Research, 37, 227, 10.1207/S15327906MBR3702_03 Reinartz, 2004, The customer relationship management process: Its measurement and impact on performance, Journal of Marketing Research, 41, 293, 10.1509/jmkr.41.3.293.35991 Rigdon, 2005, Structural equation modeling: Nontraditional alternatives Schneeweiss, 1993, Consistency at large in models with latent variables Sharma, 1989, Some results on the behavior of alternate covariance structure estimation procedures in the presence of non-normal data, Journal of Marketing Research, 26, 214, 10.2307/3172607 Sirohi, 1998, A model of consumer perceptions and store loyalty intentions for a supermarket retailer, Journal of Retailing, 74, 223, 10.1016/S0022-4359(99)80094-3 Smith, 1997, The effects of organizational differences and trust on the effectiveness of selling partner relationships, Journal of Marketing, 61, 3, 10.2307/1252186 Tenenhaus, 2005, PLS path modeling, Computational Statistics and Data Analysis, 48, 159, 10.1016/j.csda.2004.03.005 Ulaga, 2006, Value-based differentiation in business relationships: Gaining and sustaining key supplier status, Journal of Marketing, 70, 119, 10.1509/jmkg.2006.70.1.119 Vale, 1983, Simulating multivariate nonnormal distributions, Psychometrika, 48, 465, 10.1007/BF02293687 Vanhamme, 2003, What if you surprise your customers… Will they be more satisfied? Findings from a pilot experiment, Advances in Consumer Research, 30, 48 Velicer, 1987, An evaluation of the effects of variable sampling on component, image and factor analysis, Multivariate Behavioral Research, 22, 193, 10.1207/s15327906mbr2202_4 Venkatesh, 2006, Turning visitors into customers: A usability-centric perspective on purchase behavior in electronic channels, Management Science, 52, 367, 10.1287/mnsc.1050.0442 White, 2003, Market situation interpretation and response: The role of cognitive style, organizational culture and information use, Journal of Marketing, 67, 63, 10.1509/jmkg.67.3.63.18654 Williams, 2003, Recent advances in causal modeling methods for organizational and management research, Journal of Management, 29, 903, 10.1016/S0149-2063(03)00084-9 Wold, 1975, Path models with latent variables: The NIPALS approach Zinkhan, 1989, A test of the learning hierarchy in high- and low-involvement situations, Advances in Consumer Research, 16, 152