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Industry differences in psychological distress and distress‐related productivity loss: A cross‐sectional study of Australian workers
OBJECTIVE: This research uses Australian survey data to identify industries with high rates of psychological distress, and to estimate productivity impacts in the form of work loss and cutback days. METHODS: Analyzing cross‐sectional data from the 2017/2018 National Health Survey, industry prevalenc...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10547932/ https://www.ncbi.nlm.nih.gov/pubmed/37789556 http://dx.doi.org/10.1002/1348-9585.12428 |
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author | Burns, Kristy Schroeder, Elizabeth‐Ann Fung, Thomas Ellis, Louise A. Amin, Janaki |
author_facet | Burns, Kristy Schroeder, Elizabeth‐Ann Fung, Thomas Ellis, Louise A. Amin, Janaki |
author_sort | Burns, Kristy |
collection | PubMed |
description | OBJECTIVE: This research uses Australian survey data to identify industries with high rates of psychological distress, and to estimate productivity impacts in the form of work loss and cutback days. METHODS: Analyzing cross‐sectional data from the 2017/2018 National Health Survey, industry prevalence of psychological distress (Kessler Screening Scale) was compared using ordered logistic regression. Productivity outcomes were distress‐related work loss days and work cutback days in the previous 4 weeks. Losses were analyzed using zero‐inflated negative binomial regression. RESULTS: The sample consisted of 9073 employed workers [4497 males (49.6%), 4576 females (50.4%)]. Compared to the reference industry, Health, the odds of very high distress for males were highest in Information media and telecommunications (OR 2.4; 95% CI 1.2–4.6) and Administrative and support services (OR 2.5; 95% CI 1.2–5.0), while for females the odds were highest in Accommodation and food services (OR 2.0; 95% CI 1.5–2.8) followed by Retail (OR 1.6; 95% CI 1.2–2.0). Very high distress was associated excess productivity losses. Industry of occupation did not impact on productivity loss over and above distress. CONCLUSIONS: Substantial psychological distress was reported which impacted on productivity. High‐risk industries included Information media and telecommunications, Accommodation and food services, and Retail. |
format | Online Article Text |
id | pubmed-10547932 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105479322023-10-05 Industry differences in psychological distress and distress‐related productivity loss: A cross‐sectional study of Australian workers Burns, Kristy Schroeder, Elizabeth‐Ann Fung, Thomas Ellis, Louise A. Amin, Janaki J Occup Health Original Articles OBJECTIVE: This research uses Australian survey data to identify industries with high rates of psychological distress, and to estimate productivity impacts in the form of work loss and cutback days. METHODS: Analyzing cross‐sectional data from the 2017/2018 National Health Survey, industry prevalence of psychological distress (Kessler Screening Scale) was compared using ordered logistic regression. Productivity outcomes were distress‐related work loss days and work cutback days in the previous 4 weeks. Losses were analyzed using zero‐inflated negative binomial regression. RESULTS: The sample consisted of 9073 employed workers [4497 males (49.6%), 4576 females (50.4%)]. Compared to the reference industry, Health, the odds of very high distress for males were highest in Information media and telecommunications (OR 2.4; 95% CI 1.2–4.6) and Administrative and support services (OR 2.5; 95% CI 1.2–5.0), while for females the odds were highest in Accommodation and food services (OR 2.0; 95% CI 1.5–2.8) followed by Retail (OR 1.6; 95% CI 1.2–2.0). Very high distress was associated excess productivity losses. Industry of occupation did not impact on productivity loss over and above distress. CONCLUSIONS: Substantial psychological distress was reported which impacted on productivity. High‐risk industries included Information media and telecommunications, Accommodation and food services, and Retail. John Wiley and Sons Inc. 2023-10-03 /pmc/articles/PMC10547932/ /pubmed/37789556 http://dx.doi.org/10.1002/1348-9585.12428 Text en © 2023 The Authors. Journal of Occupational Health published by John Wiley & Sons Australia, Ltd on behalf of The Japan Society for Occupational Health. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Burns, Kristy Schroeder, Elizabeth‐Ann Fung, Thomas Ellis, Louise A. Amin, Janaki Industry differences in psychological distress and distress‐related productivity loss: A cross‐sectional study of Australian workers |
title | Industry differences in psychological distress and distress‐related productivity loss: A cross‐sectional study of Australian workers |
title_full | Industry differences in psychological distress and distress‐related productivity loss: A cross‐sectional study of Australian workers |
title_fullStr | Industry differences in psychological distress and distress‐related productivity loss: A cross‐sectional study of Australian workers |
title_full_unstemmed | Industry differences in psychological distress and distress‐related productivity loss: A cross‐sectional study of Australian workers |
title_short | Industry differences in psychological distress and distress‐related productivity loss: A cross‐sectional study of Australian workers |
title_sort | industry differences in psychological distress and distress‐related productivity loss: a cross‐sectional study of australian workers |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10547932/ https://www.ncbi.nlm.nih.gov/pubmed/37789556 http://dx.doi.org/10.1002/1348-9585.12428 |
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