PLS-SEM in Information Systems Research: A Comprehensive Methodological Reference

The partial least squares-structural equation modelling (PLS-SEM) has become a key approach for validating the conceptual models across many disciplines in general, and the Information Systems (IS) in specific. This is guided through the assessment of the measurement and structural models. Several r...

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Main Authors:	Al-Emran, Mostafa, Mezhuyev, Vitaliy, Adzhar, Kamaludin
Other Authors:	Hassanien, Aboul Ella
Format:	Book Section
Language:	English
Published:	Springer Nature 2019
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/22331/ http://umpir.ump.edu.my/id/eprint/22331/ http://umpir.ump.edu.my/id/eprint/22331/ http://umpir.ump.edu.my/id/eprint/22331/1/PLS-SEM%20in%20Information%20Systems%20Research1.pdf

id	ump-22331
recordtype	eprints
spelling	ump-223312019-05-08T02:53:27Z http://umpir.ump.edu.my/id/eprint/22331/ PLS-SEM in Information Systems Research: A Comprehensive Methodological Reference Al-Emran, Mostafa Mezhuyev, Vitaliy Adzhar, Kamaludin QA75 Electronic computers. Computer science The partial least squares-structural equation modelling (PLS-SEM) has become a key approach for validating the conceptual models across many disciplines in general, and the Information Systems (IS) in specific. This is guided through the assessment of the measurement and structural models. Several research articles were carried out to provide an extensive coverage of the usage and application of PLS-SEM. These articles were mainly concentrated on providing guidelines of how to use PLS-SEM in terms of reflective and formative measures, measurement and structural models, and the steps for analysing a particular conceptual model. Nevertheless, there are several steps and procedures that precede the evaluation of the measurement and structural models. The understanding of these steps and procedures is very important for many IS scholars, Ph.D. and Master students who are always struggling to find a comprehensive reference that could guide them through their research journey. Hence, the main contribution of this study is to a build a comprehensive methodological guideline of how the PLS-SEM approach can be employed in the context of IS adoption and acceptance, starting from the research design stage till the assessment of the measurement and structural models. This study may serve as a comprehensive reference for formulating the methodology in the IS adoption and acceptance related studies in the case of PLS-SEM employment. Springer Nature Hassanien, Aboul Ella Tolba, Mohamed F. Shaalan, Khaled Azar, Ahmad Taher 2019 Book Section PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22331/1/PLS-SEM%20in%20Information%20Systems%20Research1.pdf Al-Emran, Mostafa and Mezhuyev, Vitaliy and Adzhar, Kamaludin (2019) PLS-SEM in Information Systems Research: A Comprehensive Methodological Reference. In: Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2018: AISI 2018. Advances in Intelligent Systems and Computing, 845 . Springer Nature, Switzerland, pp. 644-653. ISBN 978-3-319-99010-1 https://doi.org/10.1007/978-3-319-99010-1_59 https://doi.org/10.1007/978-3-319-99010-1_59
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Al-Emran, Mostafa Mezhuyev, Vitaliy Adzhar, Kamaludin PLS-SEM in Information Systems Research: A Comprehensive Methodological Reference
description	The partial least squares-structural equation modelling (PLS-SEM) has become a key approach for validating the conceptual models across many disciplines in general, and the Information Systems (IS) in specific. This is guided through the assessment of the measurement and structural models. Several research articles were carried out to provide an extensive coverage of the usage and application of PLS-SEM. These articles were mainly concentrated on providing guidelines of how to use PLS-SEM in terms of reflective and formative measures, measurement and structural models, and the steps for analysing a particular conceptual model. Nevertheless, there are several steps and procedures that precede the evaluation of the measurement and structural models. The understanding of these steps and procedures is very important for many IS scholars, Ph.D. and Master students who are always struggling to find a comprehensive reference that could guide them through their research journey. Hence, the main contribution of this study is to a build a comprehensive methodological guideline of how the PLS-SEM approach can be employed in the context of IS adoption and acceptance, starting from the research design stage till the assessment of the measurement and structural models. This study may serve as a comprehensive reference for formulating the methodology in the IS adoption and acceptance related studies in the case of PLS-SEM employment.
author2	Hassanien, Aboul Ella
author_facet	Hassanien, Aboul Ella Al-Emran, Mostafa Mezhuyev, Vitaliy Adzhar, Kamaludin
format	Book Section
author	Al-Emran, Mostafa Mezhuyev, Vitaliy Adzhar, Kamaludin
author_sort	Al-Emran, Mostafa
title	PLS-SEM in Information Systems Research: A Comprehensive Methodological Reference
title_short	PLS-SEM in Information Systems Research: A Comprehensive Methodological Reference
title_full	PLS-SEM in Information Systems Research: A Comprehensive Methodological Reference
title_fullStr	PLS-SEM in Information Systems Research: A Comprehensive Methodological Reference
title_full_unstemmed	PLS-SEM in Information Systems Research: A Comprehensive Methodological Reference
title_sort	pls-sem in information systems research: a comprehensive methodological reference
publisher	Springer Nature
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/22331/ http://umpir.ump.edu.my/id/eprint/22331/ http://umpir.ump.edu.my/id/eprint/22331/ http://umpir.ump.edu.my/id/eprint/22331/1/PLS-SEM%20in%20Information%20Systems%20Research1.pdf
first_indexed	2023-09-18T22:33:11Z
last_indexed	2023-09-18T22:33:11Z
_version_	1777416422227443712

PLS-SEM in Information Systems Research: A Comprehensive Methodological Reference

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