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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/22331/1/PLS-SEM%20in%20Information%20Systems%20Research1.pdf
http://umpir.ump.edu.my/id/eprint/22331/
https://doi.org/10.1007/978-3-319-99010-1_59
https://doi.org/10.1007/978-3-319-99010-1_59
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spelling my.ump.umpir.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
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
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/22331/1/PLS-SEM%20in%20Information%20Systems%20Research1.pdf
http://umpir.ump.edu.my/id/eprint/22331/
https://doi.org/10.1007/978-3-319-99010-1_59
https://doi.org/10.1007/978-3-319-99010-1_59
_version_ 1643669354462576640
score 13.211869

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