IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v14y2017i2p143-d89295.html
   My bibliography  Save this article

Employment Condition, Economic Deprivation and Self-Evaluated Health in Europe: Evidence from EU-SILC 2009–2012

Author

Listed:
  • Silvia Bacci

    (Department of Economics, University of Perugia (IT), 06123 Perugia, Italy)

  • Claudia Pigini

    (Department of Economics and Social Sciences, Università Politecnica delle Marche (IT), 60121 Ancona, Italy)

  • Marco Seracini

    (Department of Economics, University of Perugia (IT), 06123 Perugia, Italy)

  • Liliana Minelli

    (Department of Experimental Medicine, University of Perugia (IT), 06123 Perugia, Italy)

Abstract

Background : The mixed empirical evidence about employment conditions (i.e., permanent vs. temporary job, full-time vs. part-time job) as well as unemployment has motivated the development of conceptual models with the aim of assessing the pathways leading to effects of employment status on health. Alongside physically and psychologically riskier working conditions, one channel stems in the possibly severe economic deprivation faced by temporary workers. We investigate whether economic deprivation is able to partly capture the effect of employment status on Self-evaluated Health Status (SHS). Methods : Our analysis is based on the European Union Statistics on Income and Living Conditions (EU-SILC) survey, for a balanced sample from 26 countries from 2009 to 2012. We estimate a correlated random-effects logit model for the SHS that accounts for the ordered nature of the dependent variable and the longitudinal structure of the data. Results and Discussion : Material deprivation and economic strain are able to partly account for the negative effects on SHS from precarious and part-time employment as well as from unemployment that, however, exhibits a significant independent negative association with SHS. Conclusions : Some of the indicators used to proxy economic deprivation are significant predictors of SHS and their correlation with the employment condition is such that it should not be neglected in empirical analysis, when available and further to the monetary income.

Suggested Citation

  • Silvia Bacci & Claudia Pigini & Marco Seracini & Liliana Minelli, 2017. "Employment Condition, Economic Deprivation and Self-Evaluated Health in Europe: Evidence from EU-SILC 2009–2012," IJERPH, MDPI, vol. 14(2), pages 1-19, February.
    • Handle: RePEc:gam:jijerp:v:14:y:2017:i:2:p:143-:d:89295
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/14/2/143/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/14/2/143/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Andrew E. Clark, 2003. "Unemployment as a Social Norm: Psychological Evidence from Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 21(2), pages 289-322, April.
    2. Barr, Ben & Kinderman, Peter & Whitehead, Margaret, 2015. "Trends in mental health inequalities in England during a period of recession, austerity and welfare reform 2004 to 2013," Social Science & Medicine, Elsevier, vol. 147(C), pages 324-331.
    3. Harvey Goldstein & Michael J. R. Healy, 1995. "The Graphical Presentation of a Collection of Means," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 158(1), pages 175-177, January.
    4. Heckman, J.J. & Hotz, V.J., 1988. "Choosing Among Alternative Nonexperimental Methods For Estimating The Impact Of Social Programs: The Case Of Manpower Training," University of Chicago - Economics Research Center 88-12, Chicago - Economics Research Center.
    5. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    6. Allison Milner & Andrew Page & Anthony D LaMontagne, 2013. "Long-Term Unemployment and Suicide: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 8(1), pages 1-6, January.
    7. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    8. Tøge, Anne Grete & Blekesaune, Morten, 2015. "Unemployment transitions and self-rated health in Europe: A longitudinal analysis of EU-SILC from 2008 to 2011," Social Science & Medicine, Elsevier, vol. 143(C), pages 171-178.
    9. Kim, Il-Ho & Muntaner, Carles & Vahid Shahidi, Faraz & Vives, Alejandra & Vanroelen, Christophe & Benach, Joan, 2012. "Welfare states, flexible employment, and health: A critical review," Health Policy, Elsevier, vol. 104(2), pages 99-127.
    10. Dawson, Chris & Veliziotis, Michail & Pacheco, Gail & Webber, Don J., 2015. "Is temporary employment a cause or consequence of poor mental health? A panel data analysis," Social Science & Medicine, Elsevier, vol. 134(C), pages 50-58.
    11. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    12. Minelli, Liliana & Pigini, Claudia & Chiavarini, Manuela & Bartolucci, Francesco, 2014. "Employment status and perceived health condition: longitudinal data from Italy," MPRA Paper 55788, University Library of Munich, Germany.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yueh-Ping Liu & Ren-Jun Hsu & Mei-Hwan Wu & Chun-Chih Peng & Shu-Ting Chang & Wei-Te Lei & Tzu-Lin Yeh & Jui-Ming Liu & Chien-Yu Lin, 2018. "Economic Conditions May Contribute to Increased Violence toward Children: A Nationwide Population-Based Analysis of Pediatric Injuries in Taiwanese Emergency Departments," IJERPH, MDPI, vol. 15(2), pages 1-10, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Minelli, Liliana & Pigini, Claudia & Chiavarini, Manuela & Bartolucci, Francesco, 2014. "Employment status and perceived health condition: longitudinal data from Italy," MPRA Paper 55788, University Library of Munich, Germany.
    2. Chen, Yi-Yi & Schmidt, Peter & Wang, Hung-Jen, 2014. "Consistent estimation of the fixed effects stochastic frontier model," Journal of Econometrics, Elsevier, vol. 181(2), pages 65-76.
    3. Maximilian Riedl & Ingo Geishecker, 2014. "Keep it simple: estimation strategies for ordered response models with fixed effects," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(11), pages 2358-2374, November.
    4. Vigren, Andreas, 2020. "The Distance Factor in Swedish Bus Contracts How far are operators willing to go?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 188-204.
    5. Kondo, M., 2018. "Schooling and Within-Sector Labor Productivity Outcome in Uganda: Joint Estimation of Returns to Education and Labor Supply," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277473, International Association of Agricultural Economists.
    6. Bluhm, Richard & Crombrugghe, Denis de & Szirmai, Adam, 2012. "Explaining the dynamics of stagnation: An empirical examination of the North, Wallis and Weingast approach," MERIT Working Papers 2012-040, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    7. Murtazashvili, Irina & Wooldridge, Jeffrey M., 2016. "A control function approach to estimating switching regression models with endogenous explanatory variables and endogenous switching," Journal of Econometrics, Elsevier, vol. 190(2), pages 252-266.
    8. Toni Mora & Joan Gil & Antoni Sicras-Mainar, 2015. "The influence of obesity and overweight on medical costs: a panel data perspective," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(2), pages 161-173, March.
    9. Hajivassiliou, Vassilis, 2019. "Estimation and specification testing of panel data models with non-ignorable persistent heterogeneity, contemporaneous and intertemporal simultaneity and observable and unobservable dynamics," LSE Research Online Documents on Economics 102843, London School of Economics and Political Science, LSE Library.
    10. Manudeep Bhuller & Christian N. Brinch & Sebastian Königs, 2017. "Time Aggregation and State Dependence in Welfare Receipt," Economic Journal, Royal Economic Society, vol. 127(604), pages 1833-1873, September.
    11. H. Allen Klaiber & Klaus Salhofer & Stanley R. Thompson, 2017. "Capitalisation of the SPS into Agricultural Land Rental Prices under Harmonisation of Payments," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(3), pages 710-726, September.
    12. Irina B. Grafova & Alan C. Monheit & Rizie Kumar, 2020. "How do changes in income, employment and health insurance affect family mental health spending?," Review of Economics of the Household, Springer, vol. 18(1), pages 239-263, March.
    13. Francesco Bartolucci & Claudia Pigini, 2017. "Granger causality in dynamic binary short panel data models," Working Papers 421, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    14. Nicholas Sly & Caroline Weber, 2013. "International Fiscal Policy Coordination and GDP Comovement," CESifo Working Paper Series 4358, CESifo.
    15. Sumita, Kazuto & Nakazawa, Katsuyoshi & Kawase, Akihiro, 2021. "Long-term care facilities and migration of elderly households in an aged society: Empirical analysis based on micro data," Journal of Housing Economics, Elsevier, vol. 53(C).
    16. Wenjing Wang, 2014. "Do specialists exit the firm outsourcing its R&D?," Economics Working Papers 2014-21, Department of Economics and Business Economics, Aarhus University.
    17. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Mar 2024.
    18. Marie-Hélène Felt, 2020. "Losing Contact: The Impact of Contactless Payments on Cash Usage," Staff Working Papers 20-56, Bank of Canada.
    19. Seonho Shin, 2021. "Were they a shock or an opportunity?: The heterogeneous impacts of the 9/11 attacks on refugees as job seekers—a nonlinear multi-level approach," Empirical Economics, Springer, vol. 61(5), pages 2827-2864, November.
    20. Guo, Jianan & Islam, Muhammad Azizul & Jain, Ameeta & van Staden, Chris J., 2022. "Civil liberties and social and environmental information transparency: A global investigation of financial institutions," The British Accounting Review, Elsevier, vol. 54(1).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:14:y:2017:i:2:p:143-:d:89295. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.