IDEAS home Printed from https://ideas.repec.org/a/dem/demres/v47y2022i7.html
   My bibliography  Save this article

Going "beyond the mean" in analysing immigrant health disparities

Author

Listed:
  • Gabriella Berloffa

    (Università degli Studi di Trento)

  • Francesca Paolini

    (Università degli Studi di Trento)

Abstract

Background: On arrival, immigrants are on average healthier than Italian natives, but their health advantage tends to dissipate over time. This constitutes a relevant public health issue for the hosting societies, as it implies higher health care costs, lower labor market participation among immigrants, and lower tax revenues. Objective: This study is the first to take a “beyond the mean” perspective in analyzing health differences between Italians and short-say immigrants, as well as between short- and long-stay immigrants. It highlights whether health differences are concentrated in specific parts of the distributions and which observed or unobserved factors contribute to these differences. Methods: We use unconditional quantile regressions combined with Oaxaca-Blinder decompositions on data from the Italian Health Condition Survey. Results: We find that the health advantage of short-stay immigrants over both Italians and long- stay immigrants is concentrated in the lower part of the health distributions. In both cases, this is mainly due to unobserved factors. Observed economic characteristics are actually associated with better health for long-stay immigrants compared to short-stay immigrants. Our results reveal the need of monitoring immigrants’ health, particularly of those with poorer initial health conditions. Contribution: We examine immigrant health disparities across the entire health distribution. This helps in shaping effective health policies. Policy interventions should be tailored to immigrants with poor health conditions, for example, by improving their access to the health care system.

Suggested Citation

  • Gabriella Berloffa & Francesca Paolini, 2022. "Going "beyond the mean" in analysing immigrant health disparities," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 47(7), pages 161-198.
  • Handle: RePEc:dem:demres:v:47:y:2022:i:7
    DOI: 10.4054/DemRes.2022.47.7
    as

    Download full text from publisher

    File URL: https://www.demographic-research.org/volumes/vol47/7/47-7.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.4054/DemRes.2022.47.7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Chang, Fwu-Ranq, 1996. "Uncertainty and investment in health," Journal of Health Economics, Elsevier, vol. 15(3), pages 369-376, June.
    2. Carlo Devillanova & Tommaso Frattini, 2016. "Inequities in immigrants’ access to health care services: disentangling potential barriers," International Journal of Manpower, Emerald Group Publishing Limited, vol. 37(7), pages 1191-1208, October.
    3. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    4. Teresa Bago d'Uva & Eddy Van Doorslaer & Maarten Lindeboom & Owen O'Donnell, 2008. "Does reporting heterogeneity bias the measurement of health disparities?," Health Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 351-375, March.
    5. Ben Jann, 2008. "A Stata implementation of the Blinder-Oaxaca decomposition," ETH Zurich Sociology Working Papers 5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
    6. Pia Orrenius & Madeline Zavodny, 2009. "Do immigrants work in riskier jobs?," Demography, Springer;Population Association of America (PAA), vol. 46(3), pages 535-551, August.
    7. Carlo Dell'Aringa & Laura Pagani, 2011. "Labour Market Assimilation and Over-Education: The Case of Immigrant Workers in Italy," Economia politica, Società editrice il Mulino, issue 2, pages 219-240.
    8. Giuliana Luca & Michela Ponzo & Antonio Andrés, 2013. "Health care utilization by immigrants in Italy," International Journal of Health Economics and Management, Springer, vol. 13(1), pages 1-31, March.
    9. Bousmah, Marwân-al-Qays & Combes, Jean-Baptiste Simon & Abu-Zaineh, Mohammad, 2019. "Health differentials between citizens and immigrants in Europe: A heterogeneous convergence," Health Policy, Elsevier, vol. 123(2), pages 235-243.
    10. Wallace, Matthew & Kulu, Hill, 2015. "Mortality among immigrants in England and Wales by major causes of death, 1971–2012: A longitudinal analysis of register-based data," Social Science & Medicine, Elsevier, vol. 147(C), pages 209-221.
    11. Akresh, I.R. & Frank, R., 2008. "Health selection among new immigrants," American Journal of Public Health, American Public Health Association, vol. 98(11), pages 2058-2064.
    12. Osea Giuntella & Luca Stella, 2017. "The Acceleration of Immigrant Unhealthy Assimilation," Health Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 511-518, April.
    13. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    14. Bruce Newbold, K., 2005. "Self-rated health within the Canadian immigrant population: risk and the healthy immigrant effect," Social Science & Medicine, Elsevier, vol. 60(6), pages 1359-1370, March.
    15. Toth, Federico, 2014. "How health care regionalisation in Italy is widening the North–South gap," Health Economics, Policy and Law, Cambridge University Press, vol. 9(3), pages 231-249, July.
    16. Eddy van Doorslaer & Xander Koolman, 2004. "Explaining the differences in income‐related health inequalities across European countries," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 609-628, July.
    17. Heather Antecol & Kelly Bedard, 2006. "Unhealthy assimilation: Why do immigrants converge to American health status levels?," Demography, Springer;Population Association of America (PAA), vol. 43(2), pages 337-360, May.
    18. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    19. Eleonora Trappolini & Cristina Giudici, 2021. "Gendering health differences between nonmigrants and migrants by duration of stay in Italy," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 45(7), pages 221-258.
    20. Dörte Heger, 2018. "Decomposing differences in health and inequality using quasi-objective health indices," Applied Economics, Taylor & Francis Journals, vol. 50(26), pages 2844-2859, June.
    21. Aïda Solé-Auró & Montserrat Guillén & Eileen Crimmins, 2012. "Health care usage among immigrants and native-born elderly populations in eleven European countries: results from SHARE," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(6), pages 741-754, December.
    22. Yasser Moullan & Florence Jusot, 2014. "Why is the "healthy immigrant effect" different between European countries?," Post-Print hal-01523956, HAL.
    23. Silvia Loi & Jo Mhairi Hale, 2019. "Migrant health convergence and the role of material deprivation," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 40(32), pages 933-962.
    24. Cook, B. & Alegría, M. & Lin, J.Y. & Guo, J., 2009. "Pathways and correlates connecting Latinos' mental health with exposure to the United States," American Journal of Public Health, American Public Health Association, vol. 99(12), pages 2247-2254.
    25. Emilio Reyneri, 2010. "L'impatto della crisi sull'inserimento degli immigrati nel mercato del lavoro dell'Italia e degli altri paesi dell'Europa meridionale," PRISMA Economia - Societ? - Lavoro, FrancoAngeli Editore, vol. 2010(2), pages 17-33.
    26. Guillermina Jasso & Douglas S. Massey & Mark R. Rosenzweig & James P. Smith, 2004. "Immigrant Health--Selectivity and Acculturation," Labor and Demography 0412002, University Library of Munich, Germany.
    27. Fenelon, Andrew, 2013. "Revisiting the Hispanic mortality advantage in the United States: The role of smoking," Social Science & Medicine, Elsevier, vol. 82(C), pages 1-9.
    28. Maarten Lindeboom & Marcel Kerkhofs, 2009. "Health and work of the elderly: subjective health measures, reporting errors and endogeneity in the relationship between health and work," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(6), pages 1024-1046.
    29. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
    30. Fernando Riosmena & Rebeca Wong & Alberto Palloni, 2013. "Migration Selection, Protection, and Acculturation in Health: A Binational Perspective on Older Adults," Demography, Springer;Population Association of America (PAA), vol. 50(3), pages 1039-1064, June.
    31. Signe Nielsen & Allan Krasnik, 2010. "Poorer self-perceived health among migrants and ethnic minorities versus the majority population in Europe: a systematic review," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 55(5), pages 357-371, October.
    32. Acevedo-Garcia, Dolores & Pan, Jocelyn & Jun, Hee-Jin & Osypuk, Theresa L. & Emmons, Karen M., 2005. "The effect of immigrant generation on smoking," Social Science & Medicine, Elsevier, vol. 61(6), pages 1223-1242, September.
    33. Alberto Palloni & Elizabeth Arias, 2004. "Paradox lost: Explaining the hispanic adult mortality advantage," Demography, Springer;Population Association of America (PAA), vol. 41(3), pages 385-415, August.
    34. repec:dau:papers:123456789/13930 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    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. Gabriella Berloffa & Francesca Paolini, 2019. "Decomposing Immigrant Differences in Physical and Mental Health: A 'Beyond the Mean' Analysis," DEM Working Papers 2019/4, Department of Economics and Management.
    2. Mathieu Ichou & Matthew Wallace, 2019. "The Healthy Immigrant Effect: The role of educational selectivity in the good health of migrants," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 40(4), pages 61-94.
    3. Bettin, Giulia & Sacchi, Agnese, 2020. "Health spending in Italy: The impact of immigrants," European Journal of Political Economy, Elsevier, vol. 65(C).
    4. Simon Jean-Baptiste Combes & Nathalie Simonnot & Fabienne Azzedine & Abdessamad Aznague & Pierre Chauvin, 2019. "Self-Perceived Health among Migrants Seen in Médecins du Monde Free Clinics in Europe: Impact of Length of Stay and Wealth of Country of Origin on Migrants’ Health," IJERPH, MDPI, vol. 16(24), pages 1-14, December.
    5. Amelie F. Constant & Teresa García-Muñoz & Shoshana Neuman & Tzahi Neuman, 2018. "A “healthy immigrant effect” or a “sick immigrant effect”? Selection and policies matter," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(1), pages 103-121, January.
    6. Eleonora Trappolini & Cristina Giudici, 2021. "Gendering health differences between nonmigrants and migrants by duration of stay in Italy," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 45(7), pages 221-258.
    7. Bousmah, Marwân-al-Qays & Combes, Jean-Baptiste Simon & Abu-Zaineh, Mohammad, 2019. "Health differentials between citizens and immigrants in Europe: A heterogeneous convergence," Health Policy, Elsevier, vol. 123(2), pages 235-243.
    8. Giuntella, Osea, 2017. "Why does the health of Mexican immigrants deteriorate? New evidence from linked birth records," Journal of Health Economics, Elsevier, vol. 54(C), pages 1-16.
    9. Silvia Loi & Jo Mhairi Hale, 2019. "Migrant health convergence and the role of material deprivation," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 40(32), pages 933-962.
    10. Touma, Fatima & Hummer, Robert A., 2022. "Race/ethnicity, immigrant generation, and physiological dysregulation among U.S. adults entering midlife," Social Science & Medicine, Elsevier, vol. 314(C).
    11. Reynolds, Megan M. & Chernenko, Alla & Read, Jen'nan Ghazal, 2016. "Region of origin diversity in immigrant health: Moving beyond the Mexican case," Social Science & Medicine, Elsevier, vol. 166(C), pages 102-109.
    12. Constant, Amelie F. & Milewski, Nadja, 2021. "Self-selection in physical and mental health among older intra-European migrants," The Journal of the Economics of Ageing, Elsevier, vol. 19(C).
    13. Mara Sheftel & Frank W. Heiland, 2018. "Disability crossover: Is there a Hispanic immigrant health advantage that reverses from working to old age?," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 39(7), pages 209-250.
    14. Antonio Di Paolo & Joan Gil Trasfi & Athina Raftopoulou, 2018. "“What drives regional differences in BMI? Evidence from Spain”," IREA Working Papers 201808, University of Barcelona, Research Institute of Applied Economics, revised Oct 2018.
    15. Constant, Amelie F. & García-Muñoz, Teresa & Neuman, Shoshana & Neuman, Tzahi, 2014. "Micro and Macro Determinants of Health: Older Immigrants in Europe," IZA Discussion Papers 8754, Institute of Labor Economics (IZA).
    16. Ferrara, Alessandro & Grindel, Carla & Brunori, Claudia, 2024. "A longitudinal perspective to migrant health: Unpacking the immigrant health paradox in Germany," Social Science & Medicine, Elsevier, vol. 351(C).
    17. Maskileyson, Dina, 2019. "Health trajectories of immigrants in the United States: Does income inequality of country of origin matter?," Social Science & Medicine, Elsevier, vol. 230(C), pages 246-255.
    18. Neil K. Mehta & Irma T. Elo & Michal Engelman & Diane S. Lauderdale & Bert M. Kestenbaum, 2016. "Life Expectancy Among U.S.-born and Foreign-born Older Adults in the United States: Estimates From Linked Social Security and Medicare Data," Demography, Springer;Population Association of America (PAA), vol. 53(4), pages 1109-1134, August.
    19. repec:pri:crcwel:wp08-15-ff is not listed on IDEAS
    20. Barbieri, Paolo Nicola & Nguyen, Hieu M., 2021. "When in America, do as the Americans? The evolution of health behaviors and outcomes across immigrant cohorts," Economics & Human Biology, Elsevier, vol. 43(C).
    21. Santosh Jatrana & Ken Richardson & Samba Siva Rao Pasupuleti, 2018. "Investigating the Dynamics of Migration and Health in Australia: A Longitudinal Study," European Journal of Population, Springer;European Association for Population Studies, vol. 34(4), pages 519-565, October.

    More about this item

    Keywords

    immigrants; health inequalities; decomposition analysis; Italy; unconditional quantile regression;
    All these keywords.

    JEL classification:

    • J1 - Labor and Demographic Economics - - Demographic Economics
    • Z0 - Other Special Topics - - General

    Statistics

    Access and download statistics

    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:dem:demres:v:47:y:2022:i:7. 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: Editorial Office (email available below). General contact details of provider: https://www.demogr.mpg.de/ .

    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.