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Factors Related to Unemployment in Europe. A Cross-Sectional Study from the COURAGE Survey in Finland, Poland and Spain

Author

Listed:
  • Matilde Leonardi

    (Neurological Institute C. Besta IRCCS Foundation, Neurology, Public Health and Disability Unit, 20133 Milan, Italy)

  • Davide Guido

    (Neurological Institute C. Besta IRCCS Foundation, Neurology, Public Health and Disability Unit, 20133 Milan, Italy)

  • Rui Quintas

    (Neurological Institute C. Besta IRCCS Foundation, Neurology, Public Health and Disability Unit, 20133 Milan, Italy
    Neurological Institute C. Besta IRCCS Foundation, Clinical and Experimental Epileptology Unit, 20133 Milan, Italy)

  • Fabiola Silvaggi

    (Neurological Institute C. Besta IRCCS Foundation, Neurology, Public Health and Disability Unit, 20133 Milan, Italy)

  • Erika Guastafierro

    (Neurological Institute C. Besta IRCCS Foundation, Neurology, Public Health and Disability Unit, 20133 Milan, Italy)

  • Andrea Martinuzzi

    (E. Medea Scientific Institute, Conegliano-Pieve di Soligo Research Centre, 31015 Conegliano Veneto, Italy)

  • Somnath Chatterji

    (Information, Evidence and Research Unit, World Health Organization, 1211 Geneva, Switzerland)

  • Seppo Koskinen

    (Ageing, Disability and Functioning Unit, National Institute for Health and Welfare, 00271 Helsinki, Finland)

  • Beata Tobiasz-Adamczyk

    (Department of Medical Sociology, Jagiellonian University Medical College, 31-034 Krakow, Poland)

  • Josep Maria Haro

    (Parc Sanitari Sant Joan de Déu, University of Barcelona, CIBERSAM, 08830 Barcelona, Spain
    Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Salud Mental, CIBERSAM, 28029 Madrid, Spain)

  • Maria Cabello

    (Instituto de Salud Carlos III, Centro de Investigación Biomédica en Red de Salud Mental, CIBERSAM, 28029 Madrid, Spain
    Department of Psychiatry, Universidad Autonoma de Madrid, 28029 Madrid, Spain)

  • Alberto Raggi

    (Neurological Institute C. Besta IRCCS Foundation, Neurology, Public Health and Disability Unit, 20133 Milan, Italy)

Abstract

Background : Research addressing the impact of a large number of factors on unemployment is scarce. We aimed to comprehensively identify factors related to unemployment in a sample of persons aged 18–64 from Finland, Poland and Spain. Methods : In this cross-sectional study, factors from different areas were considered: socio-demographic indicators, health habits, chronic conditions, health state markers, vision and hearing indicators, and social networks and built environment scores. Results : Complete data were available for 5003 participants, mean age 48.1 (SD 11.5), 45.4% males. The most important factors connected to unemployment were health status indicators such as physical disability (OR = 2.944), self-rated health (OR = 2.629), inpatient care (OR = 1.980), and difficulties with getting to the toilet (OR = 2.040), while the most relevant factor related to employment were moderate alcohol consumption (OR = 0.732 for non-heavy drinkers; OR = 0.573 for infrequent heavy drinkers), and being married (OR = 0.734), or having been married (OR = 0.584). Other factors that played a significant role included presence of depression (OR = 1.384) and difficulties with near vision (OR = 1.584) and conversation hearing (OR = 1.597). Conclusions : Our results highlight the importance of selected factors related to unemployment, and suggest public health indications that could support concrete actions on modifiable factors, such as those aimed to promote physical activity and healthy behaviors, tackling depression or promoting education, in particular for the younger.

Suggested Citation

  • Matilde Leonardi & Davide Guido & Rui Quintas & Fabiola Silvaggi & Erika Guastafierro & Andrea Martinuzzi & Somnath Chatterji & Seppo Koskinen & Beata Tobiasz-Adamczyk & Josep Maria Haro & Maria Cabel, 2018. "Factors Related to Unemployment in Europe. A Cross-Sectional Study from the COURAGE Survey in Finland, Poland and Spain," IJERPH, MDPI, vol. 15(4), pages 1-21, April.
  • Handle: RePEc:gam:jijerp:v:15:y:2018:i:4:p:722-:d:140577
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    References listed on IDEAS

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    1. Edvard Johansson & Hannu Alho & Urpo Kiiskinen & Kari Poikolainen, 2007. "The association of alcohol dependency with employment probability: evidence from the population survey ‘Health 2000 in Finland’," Health Economics, John Wiley & Sons, Ltd., vol. 16(7), pages 739-754, July.
    2. Fiona Wilson & Jill Kickul & Deborah Marlino, 2007. "Gender, Entrepreneurial Self–Efficacy, and Entrepreneurial Career Intentions: Implications for Entrepreneurship Education1," Entrepreneurship Theory and Practice, , vol. 31(3), pages 387-406, May.
    3. Lumley, Thomas, 2004. "Analysis of Complex Survey Samples," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 9(i08).
    4. David G. Blanchflower, 2004. "Self-Employment: More may not be better," NBER Working Papers 10286, National Bureau of Economic Research, Inc.
    5. Fabrizio Starace & Francesco Mungai & Elena Sarti & Tindara Addabbo, 2017. "Self-reported unemployment status and recession: An analysis on the Italian population with and without mental health problems," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-13, April.
    6. Sander K. R. van Zon & Sijmen A. Reijneveld & Carlos F. Mendes de Leon & Ute Bültmann, 2017. "The impact of low education and poor health on unemployment varies by work life stage," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 62(9), pages 997-1006, December.
    7. Ziggy MacDonald & Michael A. Shields, 2004. "Does problem drinking affect employment? Evidence from England," Health Economics, John Wiley & Sons, Ltd., vol. 13(2), pages 139-155, February.
    8. Mosca, Irene, 2013. "Body mass index, waist circumference and employment: Evidence from older Irish adults," Economics & Human Biology, Elsevier, vol. 11(4), pages 522-533.
    9. Giuseppe La Torre & Cristina Sestili & Alice Mannocci & Alessandra Sinopoli & Massimiliano De Paolis & Sara De Francesco & Laura Rapaccini & Marco Barone & Valentina Iodice & Bruno Lojodice & Sabina S, 2018. "Association between Work Related Stress and Health Related Quality of Life: The Impact of Socio-Demographic Variables. A Cross Sectional Study in a Region of Central Italy," IJERPH, MDPI, vol. 15(1), pages 1-9, January.
    10. Stefani Scherer, 2009. "The Social Consequences of Insecure Jobs," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 93(3), pages 527-547, September.
    11. Dhaval Dave & R. Inas Rashad & Jasmina Spasojevic, 2008. "The Effects of Retirement on Physical and Mental Health Outcomes," Southern Economic Journal, John Wiley & Sons, vol. 75(2), pages 497-523, October.
    12. Catherine Barham & Annette Walling & Gareth Clancy & Stephen Hicks & Sarah Conn, 2009. "Young people and the labour market," Economic & Labour Market Review, Palgrave Macmillan;Office for National Statistics, vol. 3(4), pages 17-29, April.
    13. Bowling, Ann, 1995. "What things are important in people's lives? A survey of the public's judgements to inform scales of health related quality of life," Social Science & Medicine, Elsevier, vol. 41(10), pages 1447-1462, November.
    14. Petri Böckerman & Ari Hyytinen & Terhi Maczulskij, 2017. "Alcohol Consumption and Long‐Term Labor Market Outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 275-291, March.
    15. Burkhauser, Richard V. & Cawley, John, 2008. "Beyond BMI: The value of more accurate measures of fatness and obesity in social science research," Journal of Health Economics, Elsevier, vol. 27(2), pages 519-529, March.
    16. Jonas Minet Kinge, 2017. "Waist circumference, body mass index, and employment outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(6), pages 787-799, July.
    17. Monsivais, Pablo & Martin, Adam & Suhrcke, Marc & Forouhi, Nita G. & Wareham, Nicholas J., 2015. "Job-loss and weight gain in British adults: Evidence from two longitudinal studies," Social Science & Medicine, Elsevier, vol. 143(C), pages 223-231.
    18. Dhaval Dave & Inas Rashad & Jasmina Spasojevic, 2008. "The Effects of Retirement on Physical and Mental Health Outcomes," Southern Economic Journal, John Wiley & Sons, vol. 75(2), pages 497-523, August.
    19. Andrea Bassanini & Romain Duval, 2006. "The Determinants of Unemployment across OECD Countries," Post-Print halshs-00120584, HAL.
    20. Johansson, Edvard & Böckerman, Petri & Kiiskinen, Urpo & Heliövaara, Markku, 2009. "Obesity and labour market success in Finland: The difference between having a high BMI and being fat," Economics & Human Biology, Elsevier, vol. 7(1), pages 36-45, March.
    21. Pasquale Tridico, 2012. "Financial crisis and global imbalances: its labour market origins and the aftermath," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 36(1), pages 17-42.
    22. Natalia Wege & Peter Angerer & Jian Li, 2017. "Effects of Lifetime Unemployment Experience and Job Insecurity on Two-Year Risk of Physician-Diagnosed Incident Depression in the German Working Population," IJERPH, MDPI, vol. 14(8), pages 1-9, August.
    23. Edel Doherty & Michelle Queally & Ciaran O’Neill, 2015. "An examination of the relationships between service use and alternative measures of obesity among community-dwelling adults in Ireland," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(9), pages 951-956, December.
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