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How to Identify and Prioritize Psychosocial Factors Impacting Stress Level
We develop a methodological approach to identify and prioritize psychosocial factors (stressors) requiring priority action to reduce stress levels. Data analysis was carried out on a random sample of 10 000 French employees who completed, during a routine interview with the occupational physician, a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4909202/ https://www.ncbi.nlm.nih.gov/pubmed/27304854 http://dx.doi.org/10.1371/journal.pone.0157078 |
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author | Hocine, Mounia N. Aït Bouziad, Karim Légeron, Patrick Dab, William Saporta, Gilbert |
author_facet | Hocine, Mounia N. Aït Bouziad, Karim Légeron, Patrick Dab, William Saporta, Gilbert |
author_sort | Hocine, Mounia N. |
collection | PubMed |
description | We develop a methodological approach to identify and prioritize psychosocial factors (stressors) requiring priority action to reduce stress levels. Data analysis was carried out on a random sample of 10 000 French employees who completed, during a routine interview with the occupational physician, a 25-item questionnaire about stress levels, as well as a questionnaire about 58 stressors grouped into 5 latent variables: job control, job context, relationships at work, tasks performed and recognition. Our method combines Importance-Performance Analysis, a valuable approach for prioritizing improvements in the quality of services, with Partial Least Squares-Path modeling, a Structural Equation Modeling approach widely applied in psychosocial research. Findings on our data suggest two areas worthy of attention: one with five stressors on which decision makers should concentrate, and another with five stressors that managers should leave alone when acting to reduce stress levels. We show that IPA is robust when answers to questions are dichotomized, as opposed to the initial 6-point Likert scale. We believe that our approach will be a useful tool for experts and decision-makers in the field of stress management and prevention. |
format | Online Article Text |
id | pubmed-4909202 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49092022016-07-06 How to Identify and Prioritize Psychosocial Factors Impacting Stress Level Hocine, Mounia N. Aït Bouziad, Karim Légeron, Patrick Dab, William Saporta, Gilbert PLoS One Research Article We develop a methodological approach to identify and prioritize psychosocial factors (stressors) requiring priority action to reduce stress levels. Data analysis was carried out on a random sample of 10 000 French employees who completed, during a routine interview with the occupational physician, a 25-item questionnaire about stress levels, as well as a questionnaire about 58 stressors grouped into 5 latent variables: job control, job context, relationships at work, tasks performed and recognition. Our method combines Importance-Performance Analysis, a valuable approach for prioritizing improvements in the quality of services, with Partial Least Squares-Path modeling, a Structural Equation Modeling approach widely applied in psychosocial research. Findings on our data suggest two areas worthy of attention: one with five stressors on which decision makers should concentrate, and another with five stressors that managers should leave alone when acting to reduce stress levels. We show that IPA is robust when answers to questions are dichotomized, as opposed to the initial 6-point Likert scale. We believe that our approach will be a useful tool for experts and decision-makers in the field of stress management and prevention. Public Library of Science 2016-06-15 /pmc/articles/PMC4909202/ /pubmed/27304854 http://dx.doi.org/10.1371/journal.pone.0157078 Text en © 2016 Hocine et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Hocine, Mounia N. Aït Bouziad, Karim Légeron, Patrick Dab, William Saporta, Gilbert How to Identify and Prioritize Psychosocial Factors Impacting Stress Level |
title | How to Identify and Prioritize Psychosocial Factors Impacting Stress Level |
title_full | How to Identify and Prioritize Psychosocial Factors Impacting Stress Level |
title_fullStr | How to Identify and Prioritize Psychosocial Factors Impacting Stress Level |
title_full_unstemmed | How to Identify and Prioritize Psychosocial Factors Impacting Stress Level |
title_short | How to Identify and Prioritize Psychosocial Factors Impacting Stress Level |
title_sort | how to identify and prioritize psychosocial factors impacting stress level |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4909202/ https://www.ncbi.nlm.nih.gov/pubmed/27304854 http://dx.doi.org/10.1371/journal.pone.0157078 |
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