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Synthetic indicators to analyze work-related physical and psychosocial risk factors: evidence from the European Working Conditions Survey

Author

Listed:
  • Stefania Capecchi

    (University of Naples Federico II)

  • Carmela Cappelli

    (University of Naples Federico II)

  • Maurizio Curtarelli

    (European Agency for Safety and Health at Work)

  • Francesca Iorio

    (University of Naples Federico II)

Abstract

In modern workplaces, alongside physical, chemical, and biological hazards, other risks are linked to the organisation of work and to the nature of the work itself. This paper investigates the association between workers’ well-being and both psychosocial and physical risk factors at work proposing a synthetic measure suitable to generate insights on well-being at work and on individual risk factors. Exploiting data from the European Working Conditions Survey, we select as response variable the “self-assessed health”. As this proxy of well-being is measured on a Likert scale, Ordered Probit analyses are run, and respondents’ profiles are illustrated. Then, a Principal Component Analysis is carried out to build two synthetic measures summarising the selected risk determinants. The resulting first principal components are subsequently used as synthetic indicators in further, simplified, Ordered Probit models to explain the impact of different sets of risks on perceived health. Such a methodology allows for a straightforward interpretation of the results since many different risk drivers are replaced by two continuous synthetic indicators. Our findings, in line with existing research, confirm that both types of risk factors do exert a substantial impact on workers’ health, although the psychosocial determinants seem to be more prominent.

Suggested Citation

  • Stefania Capecchi & Carmela Cappelli & Maurizio Curtarelli & Francesca Iorio, 2023. "Synthetic indicators to analyze work-related physical and psychosocial risk factors: evidence from the European Working Conditions Survey," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(6), pages 5713-5735, December.
    • Handle: RePEc:spr:qualqt:v:57:y:2023:i:6:d:10.1007_s11135-023-01617-8
    DOI: 10.1007/s11135-023-01617-8
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    References listed on IDEAS

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    1. Stefania Capecchi & Rosaria Simone, 2019. "A Proposal for a Model-Based Composite Indicator: Experience on Perceived Discrimination in Europe," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 95-110, January.
    2. repec:hal:wpspec:info:hdl:2441/5l6uh8ogmqildh09h4687h53k is not listed on IDEAS
    3. Christian Bjørnskov & Axel Dreher & Justina Fischer, 2008. "Cross-country determinants of life satisfaction: exploring different determinants across groups in society," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 30(1), pages 119-173, January.
    4. World Bank, 1990. "World Development Report 1990," World Bank Publications - Books, The World Bank Group, number 5973, August.
    5. Bacchini Fabio & Baldazzi Barbara & De Carli Rita & Di Biagio Lorenzo & Savioli Miria & Sorvillo Maria Pia & Tinto Alessandra, 2021. "The Evolution of the Italian Framework to Measure Well-Being," Journal of Official Statistics, Sciendo, vol. 37(2), pages 317-339, June.
    6. Benedykt Opałka & Krzysztof Jarosiński, 2019. "Financial Determinants of Public Investment Strategic Management," European Journal of Marketing and Economics Articles, Revistia Research and Publishing, vol. 2, ejme_v2_i.
    7. Joseph Stiglitz & Amartya K. Sen & Jean-Paul Fitoussi, 2009. "The measurement of economic performance and social progress revisited: Reflections and Overview," SciencePo Working papers Main hal-01069384, HAL.
    8. repec:hal:spmain:info:hdl:2441/5l6uh8ogmqildh09h4687h53k is not listed on IDEAS
    9. Golo Henseke, 2018. "Good jobs, good pay, better health? The effects of job quality on health among older European workers," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(1), pages 59-73, January.
    10. Paul Litchfield & Cary Cooper & Christine Hancock & Patrick Watt, 2016. "Work and Wellbeing in the 21st Century," IJERPH, MDPI, vol. 13(11), pages 1-11, October.
    11. Alberto Arcagni & Marco Fattore & Filomena Maggino & Giorgio Vittadini, 2021. "Some Critical Reflections on the Measurement of Social Sustainability and Well-Being in Complex Societies," Sustainability, MDPI, vol. 13(22), pages 1-16, November.
    12. M. Pittau & Roberto Zelli & Andrew Gelman, 2010. "Economic Disparities and Life Satisfaction in European Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 96(2), pages 339-361, April.
    13. Oldham, Greg R. & Fried, Yitzhak, 2016. "Job design research and theory: Past, present and future," Organizational Behavior and Human Decision Processes, Elsevier, vol. 136(C), pages 20-35.
    14. repec:spo:wpecon:info:hdl:2441/5l6uh8ogmqildh09h4687h53k is not listed on IDEAS
    15. Sandrine Cazes & Alexander Hijzen & Anne Saint-Martin, 2015. "Measuring and Assessing Job Quality: The OECD Job Quality Framework," OECD Social, Employment and Migration Working Papers 174, OECD Publishing.
    16. Ulf Olsson, 1979. "Maximum likelihood estimation of the polychoric correlation coefficient," Psychometrika, Springer;The Psychometric Society, vol. 44(4), pages 443-460, December.
    17. repec:spo:wpmain:info:hdl:2441/5l6uh8ogmqildh09h4687h53k is not listed on IDEAS
    18. Joseph E. Stiglitz & Amartya Sen & Jean-Paul Fitoussi, 2009. "The measurement of economic performance and social progress revisited," Documents de Travail de l'OFCE 2009-33, Observatoire Francais des Conjonctures Economiques (OFCE).
    19. Maximilian Lantelme & Laura K. C. Seibold & Hermut Kormann, 2021. "The Issue of Required Growth: A Literature Review," Springer Books, in: German Family Enterprises, edition 2, chapter 0, pages 91-108, Springer.
    20. Martin Guzi & Pablo de Pedraza García, 2015. "A web survey analysis of subjective well-being," International Journal of Manpower, Emerald Group Publishing Limited, vol. 36(1), pages 48-67, April.
    21. Martin Guzi & Pablo de Pedraza García, 2015. "A web survey analysis of subjective well-being," International Journal of Manpower, Emerald Group Publishing Limited, vol. 36(1), pages 48-67, April.
    22. Eva Padrosa & Francesc Belvis & Joan Benach & Mireia Julià, 2021. "Measuring precarious employment in the European Working Conditions Survey: psychometric properties and construct validity in Spain," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(2), pages 543-562, April.
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