Using a Mixed Model to Evaluate Job Satisfaction in High-Tech Industries.

R&D professionals are the impetus behind technological innovation, and their competitiveness and capability drive the growth of a company. However, high-tech industries have a chronic shortage of such indispensable professionals. Accordingly, reducing R&D personnel turnover has become a majo...

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Main Authors: Sang-Bing Tsai, Chih-Yao Huang, Cheng-Kuang Wang, Quan Chen, Jingzhou Pan, Ge Wang, Jingan Wang, Ta-Chia Chin, Li-Chung Chang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4854457?pdf=render
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spelling doaj-256f2b19b28e406eb5d05c74e89c48d42020-11-25T02:08:05ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-01115e015407110.1371/journal.pone.0154071Using a Mixed Model to Evaluate Job Satisfaction in High-Tech Industries.Sang-Bing TsaiChih-Yao HuangCheng-Kuang WangQuan ChenJingzhou PanGe WangJingan WangTa-Chia ChinLi-Chung ChangR&D professionals are the impetus behind technological innovation, and their competitiveness and capability drive the growth of a company. However, high-tech industries have a chronic shortage of such indispensable professionals. Accordingly, reducing R&D personnel turnover has become a major human resource management challenge facing innovative companies. This study combined importance-performance analysis (IPA) with the decision-making trial and evaluation laboratory (DEMATEL) method to propose an IPA-DEMATEL model. Establishing this model involved three steps. First, an IPA was conducted to measure the importance of and satisfaction gained from job satisfaction criteria. Second, the DEMATEL method was used to determine the causal relationships of and interactive influence among the criteria. Third, a criteria model was constructed to evaluate job satisfaction of high-tech R&D personnel. On the basis of the findings, managerial suggestions are proposed.http://europepmc.org/articles/PMC4854457?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Sang-Bing Tsai
Chih-Yao Huang
Cheng-Kuang Wang
Quan Chen
Jingzhou Pan
Ge Wang
Jingan Wang
Ta-Chia Chin
Li-Chung Chang
spellingShingle Sang-Bing Tsai
Chih-Yao Huang
Cheng-Kuang Wang
Quan Chen
Jingzhou Pan
Ge Wang
Jingan Wang
Ta-Chia Chin
Li-Chung Chang
Using a Mixed Model to Evaluate Job Satisfaction in High-Tech Industries.
PLoS ONE
author_facet Sang-Bing Tsai
Chih-Yao Huang
Cheng-Kuang Wang
Quan Chen
Jingzhou Pan
Ge Wang
Jingan Wang
Ta-Chia Chin
Li-Chung Chang
author_sort Sang-Bing Tsai
title Using a Mixed Model to Evaluate Job Satisfaction in High-Tech Industries.
title_short Using a Mixed Model to Evaluate Job Satisfaction in High-Tech Industries.
title_full Using a Mixed Model to Evaluate Job Satisfaction in High-Tech Industries.
title_fullStr Using a Mixed Model to Evaluate Job Satisfaction in High-Tech Industries.
title_full_unstemmed Using a Mixed Model to Evaluate Job Satisfaction in High-Tech Industries.
title_sort using a mixed model to evaluate job satisfaction in high-tech industries.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2016-01-01
description R&D professionals are the impetus behind technological innovation, and their competitiveness and capability drive the growth of a company. However, high-tech industries have a chronic shortage of such indispensable professionals. Accordingly, reducing R&D personnel turnover has become a major human resource management challenge facing innovative companies. This study combined importance-performance analysis (IPA) with the decision-making trial and evaluation laboratory (DEMATEL) method to propose an IPA-DEMATEL model. Establishing this model involved three steps. First, an IPA was conducted to measure the importance of and satisfaction gained from job satisfaction criteria. Second, the DEMATEL method was used to determine the causal relationships of and interactive influence among the criteria. Third, a criteria model was constructed to evaluate job satisfaction of high-tech R&D personnel. On the basis of the findings, managerial suggestions are proposed.
url http://europepmc.org/articles/PMC4854457?pdf=render
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