Since 2014
MANUFACTURING AND CONTINUOUS IMPROVEMENT AREAS USING PARTIAL LEAST SQUARE PATH MODELING WITH MULTIPLE REGRESSION COMPARISON
CBU International Conference on Innovation in Science and Education
View Archive Info| Field | Value | |
| Title |
MANUFACTURING AND CONTINUOUS IMPROVEMENT AREAS USING PARTIAL LEAST SQUARE PATH MODELING WITH MULTIPLE REGRESSION COMPARISON
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| Creator |
Perry, Carlos Monge; Universidad Autónoma de Nuevo Léon (UANL), Mexico
Álvarez, Jesús Cruz; Universidad Autónoma de Nuevo Léon (UANL), Mexico López, Jesús Fabián; Universidad Autónoma de Nuevo Léon (UANL), Mexico |
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| Subject |
structural equations modeling, multiple partial least squares, PLS, SEM
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| Description |
Structural equation modeling (SEM) has traditionally been deployed in areas of marketing, consumer satisfaction and preferences, human behavior, and recently in strategic planning. These areas are considered their niches; however, there is a remarkable tendency in empirical research studies that indicate a more diversified use of the technique. This paper shows the application of structural equation modeling using partial least square (PLS-SEM), in areas of manufacturing, quality, continuous improvement, operational efficiency, and environmental responsibility in Mexico’s medium and large manufacturing plants, while using a small sample (n = 40). The results obtained from the PLS-SEM model application mentioned, are highly positive, relevant, and statistically significant. Also shown in this paper, for purposes of validity, reliability, and statistical power confirmation of PLS-SEM, is a comparative analysis against multiple regression showing very similar results to those obtained by PLS-SEM. This fact validates the use of PLS-SEM in areas of untraditional scientific research, and suggests and invites the use of the technique in diversified fields of the scientific research
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| Publisher |
Central Bohemia University, o.p.s.
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| Contributor |
—
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| Date |
2014-07-01
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| Type |
info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion — |
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| Format |
application/pdf
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| Identifier |
http://ojs.journals.cz/index.php/CBUConference2013/article/view/442
10.12955/cbup.v2.442 |
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| Source |
CBU International Conference Proceedings; Vol 2 (2014): CBU International Conference Proceedings 2014; pp. 15-26
1805-9961 1805-997X |
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| Language |
eng
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| Relation |
http://ojs.journals.cz/index.php/CBUConference2013/article/view/442/433
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| Rights |
Copyright (c) 2014 Carlos Monge Perry, Jesús Cruz Álvarez, Jesús Fabián López
https://creativecommons.org/licenses/by/3.0/ |
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