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SmartPLS GmbH pls-sem method
Pls Sem Method, supplied by SmartPLS GmbH, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/pls-sem+method/pls+sem+model/pmc12180534-32-1-6
Average 90 stars, based on 1 article reviews
pls-sem method - by Bioz Stars, 2026-09
90/100 stars

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Article Title: Exploring Chinese Consumers' Attitudes Towards Pet Nutritional Products and Their Continuous Purchase Intentions: A Dual-Phase Analysis Using SEM and ANN.
Article Snippet: In the first phase of the analysis, PLS-SEM method was applied using SmartPLS software version 4.0 to test the proposed conceptual model. PLS-SEM is known for its superiority in testing complex models and in theoretical construction compared to covariance-based structural equation modeling (CB-SEM) (Ooi & Tan, 2016; Ooi et al., 2020).

Article Title: The Adoption of QR Code Mobile Payment Technology During COVID-19: A Social Learning Perspective
Article Snippet: We employed the PLS-SEM method via SmartPLS 3.2.8 to test the proposed research model. PLS-SEM is a suitable method with high prediction accuracy in complex research models.

Article Title: Sustainable Digital Transformation: Its Impact on Perceived Value and Adoption Intention of Industry 4.0 in Moderating Effects of Uncertainty Avoidance
Article Snippet: The PLS-SEM method was implemented using the SmartPLS 3.2.4 software.

Article Title: Total productive maintenance and Industry 4.0 in a sustainability context: exploring the mediating effect of circular economy
Article Snippet: The outcomes of the PLS-SEM method and the bootstrap technique in SmartPLS comprised the direct effect, total indirect effect, particular indirect effect and overall effect.

Article Title: Interplay of network information dissemination in the era of big data on environmental sustainable development and agricultural consumers' purchase decisions
Article Snippet: The model was validated in this research by making use of the partial least square structural equation modeling (PLS-SEM) method, which can be found in SmartPLS 4 software.

Article Title: Parenting attitudes and pathological gaming: multifaceted influences of harsh-negative parenting on adolescent pathological gaming
Article Snippet: A PLS-SEM method was employed using SmartPLS version 4 to reveal potential associations among parenting attitudes (harsh-negative parenting), psychosocial factors (social intelligence, aggression), and the degree of pathological gaming within a structural equation model.

Article Title: Exploring Chinese Consumers’ Attitudes Towards Pet Nutritional Products and Their Continuous Purchase Intentions: A Dual-Phase Analysis Using SEM and ANN
Article Snippet: In the first phase of the analysis, PLS-SEM method was applied using SmartPLS software version 4.0 to test the proposed conceptual model. PLS-SEM is known for its superiority in testing complex models and in theoretical construction compared to covariance-based structural equation modeling (CB-SEM) ( ; ).

Article Title: Determinants of academic achievement: How parents and teachers influence high school students’ performance
Article Snippet: We used the PLS-SEM method as the recommended two-step approach that first tests the reliability and validity of the measurement model and then assessed the structural model [ ] with the SmartPLS 3 software [ ].



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