Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R [PDF]
Business, 2021 Partial least squares structural equation modeling (PLS-SEM) has become a standard approach for analyzing complex inter-relationships between observed and latent variables.
Danks, Nicholas P. +5 more
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Quantifying uncertainty in PLS-SEM-based mediation analyses [PDF]
Journal of Marketing Analytics, 2023 AbstractTo identify potential mediating effects, researchers applying partial least squares structural equation modeling (PLS-SEM) typically contrast specific indirect and direct effects in a sequence of steps. Extending this standard procedure, we conceive mediation analysis as a type of model comparison, which facilitates quantifying the degree of ...
Moisescu, Ovidiu-Ioan, Sarstedt, Marko
core +3 more sources
Intellectual capital and organizational effectiveness: PLS-SEM approach [PDF]
Industrija, 2018 An intellectual capital or intangible assets, as valuable economic resources, is increasingly becoming key driver of organizations' economic performance and competitiveness.
Zlatković Matea
doaj +3 more sources
Measuring the Success of Recommender Systems: A PLS-SEM Approach
IEEE Access, 2022 Recommender systems, which suggest relevant products to internet users, have become an integral part of our daily lives. The factors responsible for their success from the different stakeholder perspectives, however, have never been thoroughly ...
Maximilian Gotthardt, Vitaliy Mezhuyev
doaj +2 more sources
Multigroup analysis of more than two groups in PLS-SEM: A review, illustration, and recommendations [PDF]
Journal of business research, 2023 Multigroup analysis (MGA) in partial least squares structural equation modeling (PLS-SEM) has grown considerably in the past few years in many different research fields, particularly in the business area.
Amaro, Suzanne +2 more
core +3 more sources
The construction client satisfaction model: a PLS-SEM approach
Journal of Civil Engineering and Management, 2018 The satisfaction of the client is of utmost importance in procuring future projects; however, anecdotally client satisfaction (CS) is not adequately considered in many developing countries. Factors associated with the influence of service quality (SQ) on
Serdar Durdyev +3 more
doaj +4 more sources
Run! This road has no ending! A systematic review of PLS-SEM application in strategic management research among developing nations [PDF]
Heliyon, 2023 Partial least squares structural equation modelling (PLS-SEM) is emerging as a prominent methodological tool in strategic management research. Although it offers various advancements to stay relevant with growing research needs, the pace of PLS-SEM ...
V. Shela +4 more
doaj +2 more sources
ENTREPRENEURIAL ELEMENTS IN RURAL TOURISM - FINDINGS FROM PLS-SEM
Ekonomika Poljoprivrede (1979), 2023 The aim of this paper is to determine the interrelationship between innovation, proactivity and risk-taking, as a dimension of entrepreneurial orientation and their connection with relational capital, in order to indicate the entrepreneurial behavior ...
Ljiljana Šobić +2 more
doaj +3 more sources
Comparing CB-SEM and PLS-SEM Results: An empirical example [PDF]
Proceedings of the 2nd International Symposium on Partial Least Squares Path Modeling: The conference for PLS Users, 2015 Many scholars view PLS-SEM as less rigorous than CB-SEM, namely due to is less restrictive assumptions. The main objective of this research is to compare the results of both approaches, for a given model, to examine if there are, indeed, noteworthy ...
Abrantes, José Luís +2 more
core +5 more sources
Importance and performance in PLS-SEM and NCA: Introducing the combined importance-performance map analysis (cIPMA) [PDF]
Journal of Retailing and Consumer ServicesThis research offers a novel approach that extends the application of importance-performance map analysis (IPMA) in partial least squares structural equation modeling (PLS-SEM) by incorporating findings from a necessary condition analysis (NCA). The IPMA
Hauff, Sven +3 more
core +2 more sources