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      Are Reports of Psychological Stress Higher in Occupational Studies? A Systematic Review across Occupational and Population Based Studies

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          Abstract

          Objectives

          The general health questionnaire (GHQ) is commonly used to assess symptoms of common mental disorder (CMD). Prevalence estimates for CMD caseness from UK population studies are thought to be in the range of 14–17%, and the UK occupational studies of which we are aware indicate a higher prevalence. This review will synthesise the existing research using the GHQ from both population and occupational studies and will compare the weighted prevalence estimates between them.

          Methods

          We conducted a systematic review and meta-analysis to examine the prevalence of CMD, as assessed by the GHQ, in all UK occupational and population studies conducted from 1990 onwards.

          Results

          The search revealed 65 occupational papers which met the search criteria and 15 relevant papers for UK population studies. The weighted prevalence estimate for CMD across all occupational studies which used the same version and cut-off for the GHQ was 29.6% (95% confidence intervals (CIs) 27.3–31.9%) and for comparable population studies was significantly lower at 19.1% (95% CIs 17.3–20.8%). This difference was reduced after restricting the studies by response rate and sampling method (23.9% (95% CIs 20.5%–27.4%) vs. 19.2% (95 CIs 17.1%–21.3%)).

          Conclusions

          Counter intuitively, the prevalence of CMD is higher in occupational studies, compared to population studies (which include individuals not in employment), although this difference narrowed after accounting for measures of study quality, including response rate and sampling method. This finding is inconsistent with the healthy worker effect, which would presume lower levels of psychological symptoms in individuals in employment. One explanation is that the GHQ is sensitive to contextual factors, and it seems possible that symptoms of CMD are over reported when participants know that they have been recruited to a study on the basis that they belong to a specific occupational group, as in nearly all “stress” surveys.

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          Most cited references107

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          Measuring inconsistency in meta-analyses.

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            The framing of decisions and the psychology of choice

            The psychological principles that govern the perception of decision problems and the evaluation of probabilities and outcomes produce predictable shifts of preference when the same problem is framed in different ways. Reversals of preference are demonstrated in choices regarding monetary outcomes, both hypothetical and real, and in questions pertaining to the loss of human lives. The effects of frames on preferences are compared to the effects of perspectives on perceptual appearance. The dependence of preferences on the formulation of decision problems is a significant concern for the theory of rational choice.
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              • Record: found
              • Abstract: found
              • Article: not found

              The framing of decisions and the psychology of choice.

              The psychological principles that govern the perception of decision problems and the evaluation of probabilities and outcomes produce predictable shifts of preference when the same problem is framed in different ways. Reversals of preference are demonstrated in choices regarding monetary outcomes, both hypothetical and real, and in questions pertaining to the loss of human lives. The effects of frames on preferences are compared to the effects of perspectives on perceptual appearance. The dependence of preferences on the formulation of decision problems is a significant concern for the theory of rational choice.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, USA )
                1932-6203
                2013
                4 November 2013
                : 8
                : 11
                : e78693
                Affiliations
                [1 ]King's Centre for Military Health Research, Department of Psychological Medicine, Institute of Psychiatry, King's College London, London, United Kingdom
                [2 ]Department of Psychological Medicine, Institute of Psychiatry, King's College London, London, United Kingdom
                [3 ]Centre for Psychiatry, Queen Mary University of London, Barts and The London, London, United Kingdom
                Academic Medical Center, The Netherlands
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Conceived and designed the experiments: SW LG MH NTF. Analyzed the data: LG IBZ. Wrote the paper: LG. Interpreted the findings of the analysis: LG SW MH NTF. Critical revisions of the article: LG SW MH NTF SAS.

                Article
                PONE-D-13-11519
                10.1371/journal.pone.0078693
                3817075
                24223840
                dce06f45-2568-475d-b84d-98415baaa721
                Copyright @ 2013

                This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 18 March 2013
                : 16 September 2013
                Page count
                Pages: 22
                Funding
                This study was funded by the UK Ministry of Defence (MoD). The author's work was independent of the funders and the paper was disclosed to the MoD at the point of submission. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
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                Research Article

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