IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v227y2024ics0167268124003688.html
   My bibliography  Save this article

Immigrant status and likelihood of opioid treatment. Lessons from Spain’s National Health Service

Author

Listed:
  • Boggian, Luigi
  • Madia, Joan E.
  • Moscone, Francesco
  • Orso, Cristina E.

Abstract

This study investigates opioid prescription patterns among immigrants and native populations in Spain, using novel patient health records from the Base de Datos Clínicos de Atención Primaria (BDCAP). We examined two subsets of data from 2017 and 2018, specifically targeting individuals diagnosed with musculoskeletal (MSK) issues and new cancer diagnoses, as these conditions frequently involve pain management. Our empirical analysis involved estimating a series of linear and count data models to explore the relationship between regions of origin, socioeconomic factors, and the probability of opioid use, controlling for a rich set of health conditions, and primary care centers fixed effects. Despite previously documented healthcare inequities, Spain demonstrates no major differences in opioid prescriptions between immigrants and natives, highlighting the effectiveness of its National Health Service (NHS). This contrasts sharply with the opioid crises in the United States and Canada. The absence of significant disparities underscores the importance of comprehensive healthcare systems and stringent regulations on opioid prescribing practices, as observed in European guidelines. Policy implications include the need to maintain and strengthen public healthcare systems to ensure equitable access to essential medications like opioids and to continue monitoring and regulating opioid prescribing practices to safeguard public health.

Suggested Citation

  • Boggian, Luigi & Madia, Joan E. & Moscone, Francesco & Orso, Cristina E., 2024. "Immigrant status and likelihood of opioid treatment. Lessons from Spain’s National Health Service," Journal of Economic Behavior & Organization, Elsevier, vol. 227(C).
  • Handle: RePEc:eee:jeborg:v:227:y:2024:i:c:s0167268124003688
    DOI: 10.1016/j.jebo.2024.106754
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268124003688
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jebo.2024.106754?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Andrew Clarke & Ingo E. Isphording, 2017. "Language Barriers and Immigrant Health," Health Economics, John Wiley & Sons, Ltd., vol. 26(6), pages 765-778, June.
    2. Johannes S. Kunz & Kevin E. Staub & Rainer Winkelmann, 2021. "Predicting individual effects in fixed effects panel probit models," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(3), pages 1109-1145, July.
    3. Orrenius, Pia M. & Zavodny, Madeline, 2007. "Does immigration affect wages? A look at occupation-level evidence," Labour Economics, Elsevier, vol. 14(5), pages 757-773, October.
    4. Massimiliano Bratti & Chiara Conti, 2018. "The effect of immigration on innovation in Italy," Regional Studies, Taylor & Francis Journals, vol. 52(7), pages 934-947, July.
    5. Osea Giuntella & Fabrizio Mazzonna & Catia Nicodemo & Carlos Vargas-Silva, 2019. "Immigration and the reallocation of work health risks," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(3), pages 1009-1042, July.
    6. Caterina Alacevich & Catia Nicodemo, 2024. "The Effect of Immigration on Occupational Injuries: Evidence from Administrative Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(2), pages 209-235, April.
    7. 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.
    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. Bettin, Giulia & Sacchi, Agnese, 2020. "Health spending in Italy: The impact of immigrants," European Journal of Political Economy, Elsevier, vol. 65(C).
    2. Berlanda, Andrea & Lodigiani, Elisabetta & Tosetti, Elisa & Vittadini, Giorgio, 2024. "The impact of EU enlargement on immigrants’ mental health," Journal of Economic Behavior & Organization, Elsevier, vol. 225(C), pages 116-135.
    3. Alacevich, Caterina & Nicodemo, Catia, 2019. "Immigration and Work-Related Injuries: Evidence from Italian Administrative Data," IZA Discussion Papers 12510, Institute of Labor Economics (IZA).
    4. Anna D’Ambrosio & Roberto Leombruni & Tiziano Razzolini, 2022. "Trading off wage for workplace safety? Gaps between immigrants and natives in Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(3), pages 903-960, October.
    5. Mattia Filomena & Matteo Picchio & Alessia Lo Turco, 2024. "Trade exposure, immigrants and workplace injuries," Working Papers 488, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    6. Janisch, Laura M., 2017. "Mental health assimilation of Australian immigrants," Ruhr Economic Papers 728, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    7. Malgorzata Wachowska & Magdalena Homa, 2020. "The Role of Ethnic Diversity in Stimulating Innovation Processes: Comparative Analysis of Poland, the Czech Republic and Hungary," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 1157-1176.
    8. Capri Ka Po Kong & Miu Chung Yan & Sean Lauer & Shao Hua Zhan, 2023. "Immigrant Identifications and ICT Use: A Survey Study of Chinese and South Asian Immigrants in Canada," Journal of International Migration and Integration, Springer, vol. 24(2), pages 885-910, June.
    9. Sun, Nan & Yang, Fan, 2021. "Impacts of internal migration experience on health among middle-aged and older adults—Evidence from China," Social Science & Medicine, Elsevier, vol. 284(C).
    10. Jakub Lonsky, 2021. "Does immigration decrease far-right popularity? Evidence from Finnish municipalities," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(1), pages 97-139, January.
    11. Giovanni Facchini & Anna Maria Mayda & Riccardo Puglisi, 2017. "Illegal immigration and media exposure: evidence on individual attitudes," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-36, December.
    12. Wei, Hao & Yuan, Ran & Zhao, Laixun, 2020. "International talent inflow and R&D investment: Firm-level evidence from China," Economic Modelling, Elsevier, vol. 89(C), pages 32-42.
    13. Wongsa-art, Pipat & Kim, Namhyun & Xia, Yingcun & Moscone, Francesco, 2024. "Varying coefficient panel data models and methods under correlated error components: Application to disparities in mental health services in England," Regional Science and Urban Economics, Elsevier, vol. 106(C).
    14. repec:pri:crcwel:wp08-15-ff is not listed on IDEAS
    15. Tse-Chuan Yang & Stephen A Matthews, 2015. "Death by Segregation: Does the Dimension of Racial Segregation Matter?," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-26, September.
    16. Sharpe, Jamie & Bollinger, Christopher R., 2020. "Who competes with whom? Using occupation characteristics to estimate the impact of immigration on native wages," Labour Economics, Elsevier, vol. 66(C).
    17. Jatrana, Santosh & Pasupuleti, Samba Siva Rao & Richardson, Ken, 2014. "Nativity, duration of residence and chronic health conditions in Australia: Do trends converge towards the native-born population?," Social Science & Medicine, Elsevier, vol. 119(C), pages 53-63.
    18. García-Muñoz, Teresa & Neuman, Shoshana & Neuman, Tzahi, 2019. "A Fresh Look at the Health-Wealth Correlation: A Case Study of European Countries," IZA Discussion Papers 12673, Institute of Labor Economics (IZA).
    19. Carlos Díaz-Venegas, 2014. "Identifying the Confounders of Marginalization and Mortality in Mexico, 2003–2007," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(2), pages 851-875, September.
    20. Ted Mouw, 2016. "The Impact of Immigration on the Labor Market Outcomes of Native Workers: Evidence using Longitudinal Data from the LEHD," Working Papers 16-56, Center for Economic Studies, U.S. Census Bureau.
    21. 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).

    More about this item

    Keywords

    Ethnic inequalities; Drug prescriptions; Opioids; Immigrants;
    All these keywords.

    JEL classification:

    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination

    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:eee:jeborg:v:227:y:2024:i:c:s0167268124003688. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jebo .

    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.