IDEAS home Printed from https://ideas.repec.org/p/zbw/glodps/734.html
   My bibliography  Save this paper

Mobile applications aiming to facilitate immigrants’ societal integration and overall level of integration, health and mental health. Does artificial intelligence enhance outcomes?

Author

Listed:
  • Drydakis, Nick

Abstract

Using panel data on immigrant populations from European, Asian and African countries the study estimates positive associations between the number of mobile applications in use aiming to facilitate immigrants’ societal integration (m-Integration) and increased level of integration (Ethnosizer), good overall health (EQ-VAS) and mental health (CESD-20). It is estimated that the patterns are gender sensitive. In addition, it is found that m-Integration applications in relation to translation and voice assistants, public services, and medical services provide the highest returns on immigrants’ level of integration, health/mental health status. For instance, translation and voice assistant applications are associated with a 4% increase in integration and a 0.8% increase in good overall health. Moreover, m-Integration applications aided by artificial intelligence (AI) are associated with increased health/mental health and integration levels among immigrants. We indicate that AI by providing customized search results, peer reviewed e-learning, professional coaching on pronunciation, real-time translations, and virtual communication for finding possible explanations for health conditions might bring better quality services facilitating immigrants’ needs. This is the first known study to introduce the term ‘m-Integration’, quantify associations between applications, health/mental health and integration for immigrants, and assess AI’s role in enhancing the aforementioned outcomes.

Suggested Citation

  • Drydakis, Nick, 2020. "Mobile applications aiming to facilitate immigrants’ societal integration and overall level of integration, health and mental health. Does artificial intelligence enhance outcomes?," GLO Discussion Paper Series 734, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:734
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/227119/1/GLO-DP-0734.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    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. Drydakis, Nick, 2015. "The effect of unemployment on self-reported health and mental health in Greece from 2008 to 2013: A longitudinal study before and during the financial crisis," Social Science & Medicine, Elsevier, vol. 128(C), pages 43-51.
    3. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    4. Björn Sören Gigler, 2015. "Development as Freedom in a Digital Age : Experiences from the Rural Poor in Bolivia," World Bank Publications - Books, The World Bank Group, number 21631, December.
    5. Drydakis, Nick, 2017. "Measuring labour differences between natives, non-natives, and natives with an ethnic-minority background," Economics Letters, Elsevier, vol. 161(C), pages 27-30.
    6. Nick Drydakis, 2013. "The effect of ethnic identity on the employment of immigrants," Review of Economics of the Household, Springer, vol. 11(2), pages 285-308, June.
    7. Nick Drydakis, 2010. "Ethnic Differences in Housing Opportunities in Athens," Urban Studies, Urban Studies Journal Limited, vol. 47(12), pages 2573-2596, November.
    8. World Bank, 2012. "2012 Information and Communications for Development : Maximizing Mobile [Information et communications au service du développement : Exploiter au maximum la téléphonie mobile]," World Bank Publications - Books, The World Bank Group, number 11958, December.
    9. Amelie F. Constant & Klaus F. Zimmermann, 2008. "Measuring Ethnic Identity and its Impact on Economic Behavior," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 424-433, 04-05.
    10. Klaus Eichler & Simon Wieser & Urs Brügger, 2009. "The costs of limited health literacy: a systematic review," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 54(5), pages 313-324, October.
    11. Tiziana Mancini & Federica Sibilla & Dimitris Argiropoulos & Michele Rossi & Marina Everri, 2019. "The opportunities and risks of mobile phones for refugees’ experience: A scoping review," PLOS ONE, Public Library of Science, vol. 14(12), pages 1-24, December.
    12. Richard Heeks, 2002. "i-development not e-development: special issue on ICTs and development," Journal of International Development, John Wiley & Sons, Ltd., vol. 14(1), pages 1-11.
    13. Constant, Amelie F. & Gataullina, Liliya & Zimmermann, Klaus F., 2009. "Ethnosizing immigrants," Journal of Economic Behavior & Organization, Elsevier, vol. 69(3), pages 274-287, March.
    14. World Bank, 2013. "Inclusion Matters : The Foundation for Shared Prosperity [Inclusión social : clave de la prosperidad para todos - resumen]," World Bank Publications - Books, The World Bank Group, number 16195, December.
    15. Nick Drydakis & Minas Vlassis, 2010. "Ethnic Discrimination In The Greek Labour Market: Occupational Access, Insurance Coverage And Wage Offers," Manchester School, University of Manchester, vol. 78(3), pages 201-218, June.
    16. Peng Nie & Wanglin Ma & Alfonso Sousa-Poza, 2021. "The relationship between smartphone use and subjective well-being in rural China," Electronic Commerce Research, Springer, vol. 21(4), pages 983-1009, December.
    17. Nekby, Lena & Rödin, Magnus, 2010. "Acculturation identity and employment among second and middle generation immigrants," Journal of Economic Psychology, Elsevier, vol. 31(1), pages 35-50, February.
    18. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    19. Aoki, Yu & Santiago, Lualhati, 2018. "Speak better, do better? Education and health of migrants in the UK," Labour Economics, Elsevier, vol. 52(C), pages 1-17.
    20. Rotondi, Valentina & Stanca, Luca & Tomasuolo, Miriam, 2017. "Connecting alone: Smartphone use, quality of social interactions and well-being," Journal of Economic Psychology, Elsevier, vol. 63(C), pages 17-26.
    21. Sabina Alkire, 2005. "Why the Capability Approach?," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 6(1), pages 115-135.
    22. Joseph G. Bock & Ziaul Haque & Kevin A. McMahon, 2020. "Displaced and dismayed: how ICTs are helping refugees and migrants, and how we can do better," Information Technology for Development, Taylor & Francis Journals, vol. 26(4), pages 670-691, October.
    23. Florian Keusch & Mariel M. Leonard & Christoph Sajons & Susan Steiner, 2021. "Using Smartphone Technology for Research on Refugees: Evidence from Germany," Sociological Methods & Research, , vol. 50(4), pages 1863-1894, November.
    24. Nisreen Ameen & Robert Willis, 2019. "Towards closing the gender gap in Iraq: understanding gender differences in smartphone adoption and use," Information Technology for Development, Taylor & Francis Journals, vol. 25(4), pages 660-685, October.
    25. Fereshteh Ghahramani & Jingguo Wang, 0. "Impact of Smartphones on Quality of Life: A Health Information Behavior Perspective," Information Systems Frontiers, Springer, vol. 0, pages 1-16.
    26. Lee Komito, 2011. "Social media and migration: Virtual community 2.0," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(6), pages 1075-1086, June.
    27. Lee Komito, 2011. "Social media and migration: Virtual community 2.0," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(6), pages 1075-1086, June.
    28. Nick Drydakis, 2011. "Ethnic discrimination in the Greek housing market," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(4), pages 1235-1255, October.
    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. Nick Drydakis, 2013. "The effect of ethnic identity on the employment of immigrants," Review of Economics of the Household, Springer, vol. 11(2), pages 285-308, June.
    2. Drydakis, Nick, 2021. "Adverse Working Conditions and Immigrants' Physical Health and Depression Outcomes. A Longitudinal Study in Greece," GLO Discussion Paper Series 925, Global Labor Organization (GLO).
    3. Drydakis, Nick, 2011. "Ethnic Identity and Immigrants' Wages in Greece," IZA Discussion Papers 6078, Institute of Labor Economics (IZA).
    4. Campbell, Stuart & Nuevo-Chiquero, Ana & Popli, Gurleen & Ratcliffe, Anita, 2019. "Parental Ethnic Identity and Child Development," IZA Discussion Papers 12104, Institute of Labor Economics (IZA).
    5. Stuart Campbell, 2019. "National identity among economic and non-economic immigrants," Review of Economics of the Household, Springer, vol. 17(2), pages 411-438, June.
    6. Maria Rosaria Carillo & Vincenzo Lombardo & Tiziana Venittelli, 2023. "Social identity and labor market outcomes of immigrants," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(1), pages 69-113, January.
    7. Maria Rosaria Carillo & Vincenzo Lombardo & Tiziana Venittelli, 2021. "Identity and Labor Market Outcomes of Immigrants," LEM Papers Series 2021/08, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    8. Stuart Campbell & Ana Nuevo‐Chiquero & Gurleen Popli & Anita Ratcliffe, 2020. "Parental Ethnic Identity and Child Test Scores," Fiscal Studies, John Wiley & Sons, vol. 41(4), pages 851-881, December.
    9. Matloob Piracha & Massimiliano Tani & Zhiming Cheng & Ben Zhe Wang, 2023. "Social assimilation and immigrants’ labour market outcomes," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(1), pages 37-67, January.
    10. Nicole Black & Johannes S. Kunz, 2019. "The Intergenerational Effects of Language Proficiency on Child Health Outcomes," Monash Economics Working Papers 05-19, Monash University, Department of Economics.
    11. Piracha, Matloob & Tani, Massimiliano & Cheng, Zhiming & Wang, Ben Zhe, 2021. "Ethnic Identity and Immigrants' Labour Market Outcomes," IZA Discussion Papers 14123, Institute of Labor Economics (IZA).
    12. Lubna Rashid & Silvia Cepeda-García, 2021. "Self-Categorising and Othering in Migrant Integration: The Case of Entrepreneurs in Berlin," Sustainability, MDPI, vol. 13(4), pages 1-14, February.
    13. Delia Furtado & Stephen J. Trejo, 2013. "Interethnic marriages and their economic effects," Chapters, in: Amelie F. Constant & Klaus F. Zimmermann (ed.), International Handbook on the Economics of Migration, chapter 15, pages 276-292, Edward Elgar Publishing.
    14. Amelie F. Constant & Martin Kahanec & Ulf Rinne & Klaus F. Zimmermann, 2011. "Ethnicity, job search and labor market reintegration of the unemployed," International Journal of Manpower, Emerald Group Publishing Limited, vol. 32(7), pages 753-776, October.
    15. Alberto Bisin & Thierry Verdier, 2010. "The Economics of Cultural Transmission and Socialization," Post-Print halshs-00754788, HAL.
    16. Joan Costa-Font & Frank Cowell, 2015. "Social Identity And Redistributive Preferences: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 29(2), pages 357-374, April.
    17. Bisin, Alberto & Patacchini, Eleonora & Verdier, Thierry & Zenou, Yves, 2016. "Bend it like Beckham: Ethnic identity and integration," European Economic Review, Elsevier, vol. 90(C), pages 146-164.
    18. Zenou, Yves & De Martí, Joan, 2009. "Ethnic Identity and Social Distance in Friendship Formation," CEPR Discussion Papers 7566, C.E.P.R. Discussion Papers.
    19. Cédric Gorinas, 2014. "Ethnic identity, majority norms, and the native–immigrant employment gap," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(1), pages 225-250, January.
    20. Marjan Petreski & Nikica Mojsoska-Blazevski & Marcelo Bergolo, 2017. "Labor-Market Scars When Youth Unemployment is Extremely High: Evidence from Macedonia," Eastern European Economics, Taylor & Francis Journals, vol. 55(2), pages 168-196, March.

    More about this item

    Keywords

    Mobile Applications; m-Integration; m-Health; Artificial Intelligence; Integration; Immigrants; Refugees; Health; Mental Health;
    All these keywords.

    JEL classification:

    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • I1 - Health, Education, and Welfare - - Health
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:zbw:glodps:734. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/glabode.html .

    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.