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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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 |
work_keys_str_mv |
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