Using PLS path modeling in new technology research: updated guidelines
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Summary
This paper presents new developments, such as consistent PLS, confirmatory composite analysis, and the heterotrait-monotrait ratio of correlations, and updated guidelines of how to use PLS and how to report and interpret its results.
- Type
- article
- Published
- 2016-01-07
- Cited by
- 6,267
- References
- 84
- Access
- Open access
- OpenAlex
- https://openalex.org/W2223470559
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:30109998
Keywords
Structural equation modeling, Partial least squares regression, Confirmatory factor analysis, Path analysis (statistics), Variance (accounting)
References
- Soft modelling: The Basic Design and Some Extensions
- Sample Size Determination and Statistical Power Analysis in PLS Using R: An Annotated Tutorial
- Editor's comments: PLS: a silver bullet?
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- A Dangerous Blind Spot in IS Research: False Positives Due to Multicollinearity Combined With Measurement Error
- Is the whole more than the sum of its parts? On the interplay of marketing and design research
- The reinforcing effect of a firm's customer orientation and supply-base orientation on performance
- Causal flows with latent variables: Partings of the ways in the light of NIPALS modelling
- On the convergence of the partial least squares path modeling algorithm
- How do small firms learn to develop a social media competence?
- Linear indices in nonlinear structural equation models: best fitting proper indices and other composites
- A Comparison of Approaches to Forming Composite Measures in Structural Equation Models
- Conditions for factor (in)determinacy in factor analysis
- Component-based Structural Equation Modelling
- Latent Variable Path Modeling with Partial Least Squares
- Generalized structured component analysis
- Evaluating structural equation models with unobservable variables and measurement error.
- PLS-SEM: Indeed a Silver Bullet
- Genetic algorithm segmentation in partial least squares structural equation modeling
- Fit indices in covariance structure modeling : Sensitivity to underparameterized model misspecification
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- European management research using partial least squares structural equation modeling (PLS-SEM)
- Ground-active arthropod responses to rainfall-induced dune microhabitats in a desertified steppe ecosystem, China
- Entrepreneurial orientation in hotel industry: Multi-group analysis of quality certification
- Introducing new products that affect consumer privacy: A mediation model
- IT infrastructure and competitive aggressiveness in explaining and predicting performance
- Customer equity and CLV in Spanish telecommunication services
- The role of organizational capabilities in achieving superior sustainability performance
- Testing the predictive power of PLS through cross-validation in banking
- Prediction-oriented PLS path modeling in microfinance research
- Prediction-oriented modeling in business research by means of PLS path modeling: Introduction to a JBR special section
- Improving prediction with POS and PLS consistent estimations: An illustration ☆
- Competencies for entrepreneurship as a career option in a challenging employment environment
- Hotel website quality, perceived flow, customer satisfaction and purchase intention
- Mediation analysis in partial least squares path modeling: Helping researchers discuss more sophisticated models
- Estimation issues with PLS and CBSEM: Where the bias lies! ☆
- Análisis cualitativo comparativo de la lealtad en servicios públicos deportivos
- Talent development environment and workplace adaptation: The mediating effects of organisational support
- Partial least squares path modeling: Time for some serious second thoughts
- Attracting tourists to travel companies’ websites: the structural relationship between website brand, personal value, shopping experience, perceived risk and purchase intention
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