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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...

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Autores principales: Hocine, Mounia N., Aït Bouziad, Karim, Légeron, Patrick, Dab, William, Saporta, Gilbert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
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.
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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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