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Partial least squares structural equation modeling using SmartPLS: a software review
16 references·16 citing·21 second hopsampled
Partial least squares structural equation modeling using SmartPLS: a software review (2019)Partial least squares structural equation…Predictive model assessment in PLS-SEM: guidelines for using PLSpredict (2019)Predictive model assessment i…Heuristics versus statistics in discriminant validity testing: a comparison of four procedures (2019)Heuristics versus statistics …When to use and how to report the results of PLS-SEM (2018)When to use and how to report…Partial Least Squares Structural Equation Modeling (2017)Partial Least Squares Structu…An updated and expanded assessment of PLS-SEM in information systems research (2017)An updated and expanded asses…Testing measurement invariance of composites using partial least squares (2016)Testing measurement invarianc…Consistent Partial Least Squares Path Modeling1 (2015)Consistent Partial Least Squa…A primer on partial least squares structural equation modeling (PLS-SEM) (2015)A primer on partial least squ…Common Beliefs and Reality About PLS (2014)Common Beliefs and Reality Ab…A primer on partial least squares structural equation modeling (PLS-SEM) (2014)A primer on partial least squ…PLS-SEM: Indeed a Silver Bullet (2011)PLS-SEM: Indeed a Silver Bull…Construct Measurement and Validation Procedures in MIS and Behavioral Research: Integrating New and Existing Techniques1 (2011)Construct Measurement and Val…User Acceptance of Information Technology: Toward A Unified View1 (2003)User Acceptance of Informatio…The partial least squares approach for structural equation modeling. (1998)The partial least squares app…Modern Methods for Business Research (1998)Modern Methods for Business R…Latent Variable Path Modeling with Partial Least Squares (1989)Latent Variable Path Modeling…Covariance-based structural equation modeling (CB-SEM): a SmartPLS 4 software tutorial (2025)Covariance-based structural e…The job demands-resources model as a theoretical lens for the bright and dark side of digitization (2024)The job demands-resources mod…Combined importance–performance map analysis (cIPMA) in partial least squares structural equation modeling (PLS–SEM): a SmartPLS 4 tutorial (2024)Combined importance–performan…Reviewing the SmartPLS 4 software: the latest features and enhancements (2023)Reviewing the SmartPLS 4 soft…The Use of Partial Least Squares Structural Equation Modeling and Complementary Methods in International Management Research (2022)The Use of Partial Least Squa…Multigroup analysis of more than two groups in PLS-SEM: A review, illustration, and recommendations (2022)Multigroup analysis of more t…Green Marketing Approaches and Their Impact on Green Purchase Intentions: Mediating Role of Green Brand Image and Consumer Beliefs towards the Environment (2022)Green Marketing Approaches an…An analysis of the effects of customer satisfaction and engagement on social media on repurchase intention in the hospitality industry (2022)An analysis of the effects of…PLS‐SEM : Prediction‐oriented solutions for HRD researchers (2021)PLS‐SEM : Prediction‐oriented…PLS-SEM STATISTICAL PROGRAMS: A REVIEW (2021)PLS-SEM STATISTICAL PROGRAMS:…Factors affecting online accounting education during the COVID-19 pandemic: an integrated perspective of social capital theory, the theory of reasoned action and the technology acceptance model (2021)Factors affecting online acco…Effects of Social Media Use on Psychological Well-Being: A Mediated Model (2021)Effects of Social Media Use o…University Students’ Perception of Video-Based Learning in Times of COVID-19: A TAM/TTF Perspective (2020)University Students’ Percepti…Multigroup Analysis using SmartPLS: Step-by-Step Guidelines for Business Research (2020)Multigroup Analysis using Sma…Are privacy concerns still relevant? Revisiting consumer behaviour in omnichannel retailing (2020)Are privacy concerns still re…Antecedents and consequences of panic buying: The case of COVID‐19 (2020)Antecedents and consequences …Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)On the Evaluation of Structural Equation Models (1988)Structural equation modeling in practice: A review and recommended two-step approach. (1988)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)The theory of planned behavior (1991)Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology1 (2012)Older Adults' Reasons for Using Technology while Aging in Place (2015)Diffusion of Innovations 1 (2019)Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)lavaan : An R Package for Structural Equation Modeling (2012)Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)An assessment of the use of partial least squares structural equation modeling in marketing research (2011)A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)Partial least squares structural equation modeling in HRM research (2018)Understanding Attitudes and Predicting Social Behavior (1980)How to Specify, Estimate, and Validate Higher-Order Constructs in PLS-SEM (2019)Partial Least Squares Structural Equation Modeling (2021)Partial Least Squares Structural Equation Modeling (PLS-SEM) in second language and education research: Guidelines using an applied example (2022)Partial least squares structural equation modeling (PLS-SEM) (2014)Assessing measurement model quality in PLS-SEM using confirmatory composite analysis (2019)Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R (2021)
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References

  • 2003User Acceptance of Information Technology: Toward A Unified View144,945 cited
  • 2018When to use and how to report the results of PLS-SEM27,424 cited
  • 2011PLS-SEM: Indeed a Silver Bullet21,614 cited
  • 2015A primer on partial least squares structural equation modeling (PLS-SEM)18,923 cited
  • 2014A primer on partial least squares structural equation modeling (PLS-SEM)12,786 cited
  • 1998The partial least squares approach for structural equation modeling.12,728 cited
  • 1998Modern Methods for Business Research6,534 cited
  • 2019Predictive model assessment in PLS-SEM: guidelines for using PLSpredict4,576 cited
  • 2017An updated and expanded assessment of PLS-SEM in information systems research4,033 cited
  • 2014Common Beliefs and Reality About PLS3,328 cited
  • 2017Partial Least Squares Structural Equation Modeling3,283 cited
  • 2016Testing measurement invariance of composites using partial least squares3,204 cited
  • 2011Construct Measurement and Validation Procedures in MIS and Behavioral Research: Integrating New and Existing Techniques13,159 cited
  • 2015Consistent Partial Least Squares Path Modeling12,887 cited
  • 1989Latent Variable Path Modeling with Partial Least Squares

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2,139 cited
  • 2019Heuristics versus statistics in discriminant validity testing: a comparison of four procedures1,973 cited
  • Cited by

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    • 2021Effects of Social Media Use on Psychological Well-Being: A Mediated Model254 cited
    • 2023Reviewing the SmartPLS 4 software: the latest features and enhancements239 cited
    • 2022Green Marketing Approaches and Their Impact on Green Purchase Intentions: Mediating Role of Green Brand Image and Consumer Beliefs towards the Environment234 cited
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    • 2020Are privacy concerns still relevant? Revisiting consumer behaviour in omnichannel retailing220 cited
    • 2020University Students’ Perception of Video-Based Learning in Times of COVID-19: A TAM/TTF Perspective207 cited
    • 2021Factors affecting online accounting education during the COVID-19 pandemic: an integrated perspective of social capital theory, the theory of reasoned action and the technology acceptance model156 cited
    • 2024Combined importance–performance map analysis (cIPMA) in partial least squares structural equation modeling (PLS–SEM): a SmartPLS 4 tutorial151 cited
    • 2022The Use of Partial Least Squares Structural Equation Modeling and Complementary Methods in International Management Research138 cited
    • 2022An analysis of the effects of customer satisfaction and engagement on social media on repurchase intention in the hospitality industry128 cited
    • 2024The job demands-resources model as a theoretical lens for the bright and dark side of digitization127 cited
    • 2025Covariance-based structural equation modeling (CB-SEM): a SmartPLS 4 software tutorial126 cited