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Migrant Remittances and Human Security

Year 2024, Volume: 12 Issue: 2, 201 - 217, 05.10.2024
https://doi.org/10.14782/marmarasbd.1407403

Abstract

The estimated number of people who live in a country other than their country of birth has raised over the past five decades. With the rising number of migrants around the world, one of the significant implications of migrant movements, international remittances have increased over time and exceeded the level of official development aid described as government assistance dedicated to advance the economic development and prosperity of developing countries. Consistent with the rising level of international remittances, a proliferation of research examining the impact of remittances on development in remittance-recipient countries has occurred in recent years. While the effects of remittances upon development in recipient states have been broadly studied, the relationship between remittances and human security in remittance-recipient countries has been insufficiently investigated. In order to fill this gap, this study theoretically discusses and empirically examines the link between migrant remittances and human security. It argues that remittances enhance human security by providing remittance-recipients with extra income to meet their socioeconomic needs and increase their personal safety, which enable them to free from want and free from fear. The findings of quantitative analysis conducted based on a global data set show evidence that migrant remittances improve human security in remittance-recipient countries.

References

  • Abedie, A., & Gardeazabal, J. (2003). The economic costs of conflict: A case study of the Basque Country. The American Economic Review, 93(1), 113–132. https://doi.org/10.1257/000282803321455188
  • Adams, R., & Page, J. (2003). International migration, remittances, and poverty in developing countries. World Bank Policy Research Working Paper 3179. World Bank, Washington, DC. https://documents1.worldbank.org/curated/en/991781468779406427/104504322_20041117173008/additional/wps3179.pdf
  • Adida, C. L., & Girod, D. M. (2011). Do migrants improve their hometowns? Remittances and access to public services in Mexico, 1995-2000. Comparative Political Studies, 44(1), 3–27. https://doi.org/10.1177/0010414010381073
  • Brito, S., Corbacho, A., & Osorio, R. (2014). Remittances and the Impact on Crime in Mexico. Inter-American Development Bank Working Paper Series No. 514. https://publications.iadb.org/publications/english/viewer/ Remittances-and-the-Impact-on-Crime-in-Mexico.pdf.
  • Bugamelli, M., & Paterno, F. (2009). Do workers remittances reduce the probability of current account reversals? World Development, 37(12), 1821–1838. https://doi.org/10.1596/1813-9450-3766
  • Chaaban, J., & Mansour, W. (2012). The impact of remittances on education in Jordan, Syria and Lebanon. Economic Research Forum Working Paper No. 684. https://erf.or.eg/app/uploads/2014/08/684.pdf.
  • Chami, R., Fullenkamp, C., & Jahjah, S. (2003). Are immigrant remittance flows a source of capital for development? International Monetary Fund Working Paper No. WP/03/189. Washington, D.C. https://www.imf.org/external/pubs/ft/wp/2003/wp03189.pdf
  • Chimhowu, A., Piesse, J., & Pinder, C. (2005). The socioeconomic impact of remittances on poverty reduction. In Remittances: Development Impact and Future Prospects, ed. Samuel Munzele Maimbo and Dilip Ratha. Washington, DC: World Bank pp. 83–102.
  • Collier, P. (1999). On the economic consequences of civil war. Oxford Economic Papers, 51(1), 168–183. https://doi.org/10.1093/oep/51.1.168
  • Cox Edwards, A., & Ureta, M. (2003). International migration, remittances, and schooling: evidence from El Salvador. Journal of Development Economics, 72(2), 429–462. https://doi.org/10.1016/S0304-3878(03)00115-9
  • Davenport, C. (1995). Multi-dimensional threat perception and state repression: An inquiry into why states apply negative sanctions. American Journal of Political Science, 39(3), 683–713. https://doi.org/10.2307/2111650
  • Davenport, C. (2007). State repression and the domestic democratic peace. Cambridge University Press. https://doi.org/10.1017/CBO9780511510021
  • Davies, S., Pettersson, T., & Oberg, M. (2022). Organized violence 1989-2021 and drone warfare. Journal of Peace Research, 59(4), 593-610. https://doi.org/10.1177/00223433221108428
  • Doyle, D. (2015). Remittances and social spending. American Political Science Review, 109(4), 785-802. https://doi:10.1017/S0003055415000416
  • Doyle, D., & Lopez Garcia, A. I. (2021). Crime, remittances, and presidential approval in Mexico. Journal of Ethnic and Migration Studies, 47(6), 1395–1413. https://doi.org/10.1080/1369183X.2019.1623325
  • Gerring, J., Thacker, S. C., & Alfaro, R. (2012). Democracy and human development. The Journal of Politics, 74(1), 1–17. https://doi.org/10.1017/s0022381611001113
  • Gibney, M., & Dalton, M. (1996). The political terror scale. Policy Studies and Developing Nations, 4(1), 73–84.
  • Giuliano, P., & Ruiz-Arranz, M. (2009). Remittances, financial development, and growth. Journal of Development Economics, 90(1), 144–152. https://doi.org/10.1016/j.jdeveco.2008.10.005
  • Gleditsch, N. P., Wallensteen, P., Eriksson, M., Sollenberg, M., & Strand, H. (2002). Armed conflict 1946-2001: A new dataset. Journal of Peace Research, 39(5), 615–637. https://doi.org/10.1177/0022343302039005007
  • Glytsos, N. P. (2005). The contribution of remittances to growth: A dynamic approach and empirical analysis. Journal of Economic Studies, 32(6), 468–496. https://doi.org/10.1108/01443580510631379
  • Gould, D. M. (1994). Immigrant links to the home country: Empirical implications for U.S. bilateral trade flows. The Review of Economics and Statistics, 76(2), 302–316. https://doi.org/10.2307/2109884
  • Gupta, S., Pattillo, C., & Wagh, S. (2007). Making remittances work for Africa. Finance and Development, 44(2), 1–8. https://www.imf.org/external/pubs/ft/fandd/2007/06/gupta.htm
  • Gupta, S., Pattillo, C. A., & Wagh, S. (2009). Effect of remittances on poverty and financial development in Sub-Saharan Africa. World Development, 37(1), 104–115. https://doi.org/10.1016/j.worlddev.2008.05.007
  • Gurr, T. R. (1988). War, revolution, and the growth of the coercive state. Comparative Political Studies, 21(1), 45–65. https://doi.org/10.1177/0010414088021001003
  • Hanson, G. H., & Woodruff, C. (2003). Emigration and educational attainment in Mexico. University of California at San Diego: Mimeo. School of International Relations and Pacific Studies.
  • Hastings, D. A. (2009). From human development to human security: A prototype human security index. Macroeconomic Policy and Development Division Working Paper Series WP/09/03. New York: UNESCAP.
  • Hastings, David A. (2010). The Human Security Index: An update and a new release. International Symposium on Geoinformatics for Spatial Infrastructure Development in Earth and Allied Sciences.
  • Head, K., & Ries, J. (1998). Immigration and trade creation: Econometric evidence from Canada. The Canadian Journal of Economics, 31(1), 47–62. https://doi.org/10.2307/136376
  • Henderson, C. W. (1993). Population pressures and political repression. Social Science Quarterly, 74(2), 322–333. Kapur, D. (2010). Diaspora, development, and democracy: The domestic impact of international migration from India. Princeton, NJ: Princeton University Press.
  • Leblang, D. (2010). Familiarity breeds investment: Diaspora networks and international investment. American Political Science Review, 104(03), 584–600. https://doi.org/10.1017/S0003055410000201
  • Lopez-Ekra, S., Aghazarm, C., Kotter, H., & Mollard, B. (2011). The impact of remittances on gender roles and opportunities for children in recipient families: Research from the International Organization for Migration. Gender and Development, 19(1), 69–80. https://doi.org/10.1080/13552074.2011.554025
  • Marshall, M. G., Gurr, T. R., & Jaggers, K. (2019). Polity IV Project: Political Regime Characteristics and Transitions, 1800-2018. http://www.systemicpeace.org/ polityproject.html.
  • McAuliffe, M., & Triandafyllidou, A. (2021). World Migration Report 2022. International Organization for Migration. https://publications.iom.int/books/world-migration-report-2022
  • Mitchell, N. J., & McCormick, J. M. (1988). Economic and political explanations of human rights violations. World Politics, 40(4), 476–498. https://doi.org/10.2307/2010315
  • Mora-Rivera, J., & van Gameren, E. (2021). The impact of remittances on food insecurity: Evidence from Mexico. World Development 140, 1–21. https://doi.org/10.1016/j.worlddev.2020.105349
  • Orozco, M. (2003). Hometown associations and their present and future partnerships: New development opportunities? Retrieved from https://publications.iadb.org/publications/english/viewer/Hometown-Associations-and-Their-Present-and-Future-Partnerships-New-Development-Opportunities.pdf
  • Poe, S. C., & Tate, C. N. (1994). Repression of human rights to personal integrity in the 1980s: A global analysis. American Political Science Review, 88(4), 853–872. https://doi.org/10.2307/2082712
  • Poe, S. C., Tate, C. N., & Keith, L. C. (1999). Repression of the human right to personal integrity revisited: A global cross-national study covering the years 1976–1993. International Studies Quarterly, 43(2), 291–313. https://doi.org/10.1111/0020-8833.00121
  • Ponce, J. E., Olivie, I., & Onofa, M. (2011). The role of international remittances in health outcomes in Ecuador: Prevention and response to shocks. International Migration Review, 45(3), 727–745. https://doi.org/10.1111/j.1747-7379.2011.00864.x
  • Rao, B. B., & Hassan, G. M. (2011). A panel data analysis of the growth effects of remittances. Economic Modelling, 28(1), 701–709. https://doi.org/10.1016/j.econmod.2010.05.011
  • Ratha, D., Kim, E. J., Plaza, S., Seshan, G., Riordan, E. J., & Chandra, V. (2021). Recovery: COVID-19 crisis through a migration lens. Migration and Development Brief 35, KNOMAD-World Bank, Washington, DC. https://www.knomad.org/sites/default/files/2021-11/Migration_Brief%2035_1.pdf
  • Reinsberg, B., Daniel O. S., & Bujnoch, L. (2024). Revisiting the security-development nexus: Human security and the effects of IMF adjustment programmes. Conflict Management and Peace Science, 41(1), 72–95. https://doi.org/10.1177/07388942221111064
  • Singer, D. A. (2012). The family channel: Migrant remittances and government finance. MIT Political Science Department Research Paper No. 2012-23. http://dx.doi.org/10.2139/ssrn.2125200
  • Schulte, Bettina. (2008). Second generation entrepreneurs of Turkish origin in Germany. Diasporic identity and business engagement. Centre on Migration, Citizenship and Development (COMCAD) Arbeitspapiere Working Paper 56. https://www.ssoar.info/ssoar/handle/document/35349
  • Schuttler, Kirsten. (2007). The Moroccan diaspora in Germany: Its contribution to development in Morocco. Eschborn, Germany: Federal Ministry for Economic Cooperation and Development.
  • Tertytchnaya, K., De Vires, C. E., Solaz, H., & Doyle, D. (2018). When the money stops: Fluctuations in financial remittances and incumbent approval in Central Eastern Europe, the Caucasus and Central Asia. American Political Science Review, 112(4), 758–774. https://doi.org/10.1017/S0003055418000485
  • United Nations Department of Economic and Social Affairs. (2021). International Migrant Stock 2020. United Nations Department of Economic and Social Affairs, Population Division. Retrieved from https://www.un.org/en/desa.
  • United Nations Development Programme. (1990). Human Development Report 1990. Retrieved from https://hdr.undp.org/system/files/ documents/hdr1990encompletenostatspdf.pdf.
  • United Nations Development Programme. (1994). Human Development Report 1994. Retrieved from https://hdr.undp.org/system/files/ documents/hdr1994encompletenostatspdf.pdf.
  • Valdero-Gil, J. (2009). Remittances and the household’s expenditures on health. Journal of Business Strategies, 26(1), 119–140. https://doi.org/10.54155/jbs.26.1.119-140
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Göçmen Havaleleri ve İnsan Güvenliği

Year 2024, Volume: 12 Issue: 2, 201 - 217, 05.10.2024
https://doi.org/10.14782/marmarasbd.1407403

Abstract

Doğdukları ülkeden başka bir ülkede yaşayan insanların tahmin edilmekte olan sayısı geçtiğimiz elli yıl içerisinde artış göstermiştir. Dünya çapında göçmen sayısının artış göstermesi ile birlikte, göçmen hareketliğinin önemli sonuçlarından biri olarak kabul edilen uluslararası göçmen havalelerinin miktarı da zaman içerisinde yükseliş göstermiş ve gelişmekte olan ülkelerin ekonomik kalkınma ve refahını arttırmaya yönelik hükümet yardımları olarak tanımlanan resmi kalkınma yardımlarınn miktarını geçmiştir. Uluslararası göçmen havalelerinin artan miktarı ile uyumlu olarak bu havalelerin alıcı ülkelerdeki ekonomik kalkınma üzerine etkilerini inceleyen araştırma sayısında yakın zamanda bir yükseliş söz konusu olmuştur. Göçmen havalelerinin bu havaleleri kabul eden ülkelerdeki ekonomik kalkınma üzerine etkileri geniş çaplı bir şekilde çalışmalara konu olmuşken havalelerin alıcı ülkelerdeki insan güvenliği ile arasındaki ilişki yeterince araştırılmamıştır. Sözkonusu boşluğu doldurmak için bu çalışma, göçmen havaleleri ile insan güvenliği arasında var olan ilişkiyi teorik olarak tartışmakta ve ampirik olarak incelemektedir. Çalışmanın savına göre, uluslararası göçmen havaleleri, sosyo ekonomik ihtiyaçlarını karşılamaları ve kişisel güvenliklerini arttırmaları için havale alıcılarına fazladan gelir sağlayarak bu kişilerin yoksulluktan ve korkularından kurtulmalarını sağlamakta ve bu sayede alıcı ülkelerdeki insan güvenliğini arttırmaktadır. Küresel bir veri setine dayalı olarak gerçekleştirilen nicel analizin sonuçları, göçmen havalelerinin bu havalelerin alıcısı olan ülkelerdeki insan güvenliği üzerine iyileştirici etkisi olduğuna dair kanıtları göz önüne sermektedir.

References

  • Abedie, A., & Gardeazabal, J. (2003). The economic costs of conflict: A case study of the Basque Country. The American Economic Review, 93(1), 113–132. https://doi.org/10.1257/000282803321455188
  • Adams, R., & Page, J. (2003). International migration, remittances, and poverty in developing countries. World Bank Policy Research Working Paper 3179. World Bank, Washington, DC. https://documents1.worldbank.org/curated/en/991781468779406427/104504322_20041117173008/additional/wps3179.pdf
  • Adida, C. L., & Girod, D. M. (2011). Do migrants improve their hometowns? Remittances and access to public services in Mexico, 1995-2000. Comparative Political Studies, 44(1), 3–27. https://doi.org/10.1177/0010414010381073
  • Brito, S., Corbacho, A., & Osorio, R. (2014). Remittances and the Impact on Crime in Mexico. Inter-American Development Bank Working Paper Series No. 514. https://publications.iadb.org/publications/english/viewer/ Remittances-and-the-Impact-on-Crime-in-Mexico.pdf.
  • Bugamelli, M., & Paterno, F. (2009). Do workers remittances reduce the probability of current account reversals? World Development, 37(12), 1821–1838. https://doi.org/10.1596/1813-9450-3766
  • Chaaban, J., & Mansour, W. (2012). The impact of remittances on education in Jordan, Syria and Lebanon. Economic Research Forum Working Paper No. 684. https://erf.or.eg/app/uploads/2014/08/684.pdf.
  • Chami, R., Fullenkamp, C., & Jahjah, S. (2003). Are immigrant remittance flows a source of capital for development? International Monetary Fund Working Paper No. WP/03/189. Washington, D.C. https://www.imf.org/external/pubs/ft/wp/2003/wp03189.pdf
  • Chimhowu, A., Piesse, J., & Pinder, C. (2005). The socioeconomic impact of remittances on poverty reduction. In Remittances: Development Impact and Future Prospects, ed. Samuel Munzele Maimbo and Dilip Ratha. Washington, DC: World Bank pp. 83–102.
  • Collier, P. (1999). On the economic consequences of civil war. Oxford Economic Papers, 51(1), 168–183. https://doi.org/10.1093/oep/51.1.168
  • Cox Edwards, A., & Ureta, M. (2003). International migration, remittances, and schooling: evidence from El Salvador. Journal of Development Economics, 72(2), 429–462. https://doi.org/10.1016/S0304-3878(03)00115-9
  • Davenport, C. (1995). Multi-dimensional threat perception and state repression: An inquiry into why states apply negative sanctions. American Journal of Political Science, 39(3), 683–713. https://doi.org/10.2307/2111650
  • Davenport, C. (2007). State repression and the domestic democratic peace. Cambridge University Press. https://doi.org/10.1017/CBO9780511510021
  • Davies, S., Pettersson, T., & Oberg, M. (2022). Organized violence 1989-2021 and drone warfare. Journal of Peace Research, 59(4), 593-610. https://doi.org/10.1177/00223433221108428
  • Doyle, D. (2015). Remittances and social spending. American Political Science Review, 109(4), 785-802. https://doi:10.1017/S0003055415000416
  • Doyle, D., & Lopez Garcia, A. I. (2021). Crime, remittances, and presidential approval in Mexico. Journal of Ethnic and Migration Studies, 47(6), 1395–1413. https://doi.org/10.1080/1369183X.2019.1623325
  • Gerring, J., Thacker, S. C., & Alfaro, R. (2012). Democracy and human development. The Journal of Politics, 74(1), 1–17. https://doi.org/10.1017/s0022381611001113
  • Gibney, M., & Dalton, M. (1996). The political terror scale. Policy Studies and Developing Nations, 4(1), 73–84.
  • Giuliano, P., & Ruiz-Arranz, M. (2009). Remittances, financial development, and growth. Journal of Development Economics, 90(1), 144–152. https://doi.org/10.1016/j.jdeveco.2008.10.005
  • Gleditsch, N. P., Wallensteen, P., Eriksson, M., Sollenberg, M., & Strand, H. (2002). Armed conflict 1946-2001: A new dataset. Journal of Peace Research, 39(5), 615–637. https://doi.org/10.1177/0022343302039005007
  • Glytsos, N. P. (2005). The contribution of remittances to growth: A dynamic approach and empirical analysis. Journal of Economic Studies, 32(6), 468–496. https://doi.org/10.1108/01443580510631379
  • Gould, D. M. (1994). Immigrant links to the home country: Empirical implications for U.S. bilateral trade flows. The Review of Economics and Statistics, 76(2), 302–316. https://doi.org/10.2307/2109884
  • Gupta, S., Pattillo, C., & Wagh, S. (2007). Making remittances work for Africa. Finance and Development, 44(2), 1–8. https://www.imf.org/external/pubs/ft/fandd/2007/06/gupta.htm
  • Gupta, S., Pattillo, C. A., & Wagh, S. (2009). Effect of remittances on poverty and financial development in Sub-Saharan Africa. World Development, 37(1), 104–115. https://doi.org/10.1016/j.worlddev.2008.05.007
  • Gurr, T. R. (1988). War, revolution, and the growth of the coercive state. Comparative Political Studies, 21(1), 45–65. https://doi.org/10.1177/0010414088021001003
  • Hanson, G. H., & Woodruff, C. (2003). Emigration and educational attainment in Mexico. University of California at San Diego: Mimeo. School of International Relations and Pacific Studies.
  • Hastings, D. A. (2009). From human development to human security: A prototype human security index. Macroeconomic Policy and Development Division Working Paper Series WP/09/03. New York: UNESCAP.
  • Hastings, David A. (2010). The Human Security Index: An update and a new release. International Symposium on Geoinformatics for Spatial Infrastructure Development in Earth and Allied Sciences.
  • Head, K., & Ries, J. (1998). Immigration and trade creation: Econometric evidence from Canada. The Canadian Journal of Economics, 31(1), 47–62. https://doi.org/10.2307/136376
  • Henderson, C. W. (1993). Population pressures and political repression. Social Science Quarterly, 74(2), 322–333. Kapur, D. (2010). Diaspora, development, and democracy: The domestic impact of international migration from India. Princeton, NJ: Princeton University Press.
  • Leblang, D. (2010). Familiarity breeds investment: Diaspora networks and international investment. American Political Science Review, 104(03), 584–600. https://doi.org/10.1017/S0003055410000201
  • Lopez-Ekra, S., Aghazarm, C., Kotter, H., & Mollard, B. (2011). The impact of remittances on gender roles and opportunities for children in recipient families: Research from the International Organization for Migration. Gender and Development, 19(1), 69–80. https://doi.org/10.1080/13552074.2011.554025
  • Marshall, M. G., Gurr, T. R., & Jaggers, K. (2019). Polity IV Project: Political Regime Characteristics and Transitions, 1800-2018. http://www.systemicpeace.org/ polityproject.html.
  • McAuliffe, M., & Triandafyllidou, A. (2021). World Migration Report 2022. International Organization for Migration. https://publications.iom.int/books/world-migration-report-2022
  • Mitchell, N. J., & McCormick, J. M. (1988). Economic and political explanations of human rights violations. World Politics, 40(4), 476–498. https://doi.org/10.2307/2010315
  • Mora-Rivera, J., & van Gameren, E. (2021). The impact of remittances on food insecurity: Evidence from Mexico. World Development 140, 1–21. https://doi.org/10.1016/j.worlddev.2020.105349
  • Orozco, M. (2003). Hometown associations and their present and future partnerships: New development opportunities? Retrieved from https://publications.iadb.org/publications/english/viewer/Hometown-Associations-and-Their-Present-and-Future-Partnerships-New-Development-Opportunities.pdf
  • Poe, S. C., & Tate, C. N. (1994). Repression of human rights to personal integrity in the 1980s: A global analysis. American Political Science Review, 88(4), 853–872. https://doi.org/10.2307/2082712
  • Poe, S. C., Tate, C. N., & Keith, L. C. (1999). Repression of the human right to personal integrity revisited: A global cross-national study covering the years 1976–1993. International Studies Quarterly, 43(2), 291–313. https://doi.org/10.1111/0020-8833.00121
  • Ponce, J. E., Olivie, I., & Onofa, M. (2011). The role of international remittances in health outcomes in Ecuador: Prevention and response to shocks. International Migration Review, 45(3), 727–745. https://doi.org/10.1111/j.1747-7379.2011.00864.x
  • Rao, B. B., & Hassan, G. M. (2011). A panel data analysis of the growth effects of remittances. Economic Modelling, 28(1), 701–709. https://doi.org/10.1016/j.econmod.2010.05.011
  • Ratha, D., Kim, E. J., Plaza, S., Seshan, G., Riordan, E. J., & Chandra, V. (2021). Recovery: COVID-19 crisis through a migration lens. Migration and Development Brief 35, KNOMAD-World Bank, Washington, DC. https://www.knomad.org/sites/default/files/2021-11/Migration_Brief%2035_1.pdf
  • Reinsberg, B., Daniel O. S., & Bujnoch, L. (2024). Revisiting the security-development nexus: Human security and the effects of IMF adjustment programmes. Conflict Management and Peace Science, 41(1), 72–95. https://doi.org/10.1177/07388942221111064
  • Singer, D. A. (2012). The family channel: Migrant remittances and government finance. MIT Political Science Department Research Paper No. 2012-23. http://dx.doi.org/10.2139/ssrn.2125200
  • Schulte, Bettina. (2008). Second generation entrepreneurs of Turkish origin in Germany. Diasporic identity and business engagement. Centre on Migration, Citizenship and Development (COMCAD) Arbeitspapiere Working Paper 56. https://www.ssoar.info/ssoar/handle/document/35349
  • Schuttler, Kirsten. (2007). The Moroccan diaspora in Germany: Its contribution to development in Morocco. Eschborn, Germany: Federal Ministry for Economic Cooperation and Development.
  • Tertytchnaya, K., De Vires, C. E., Solaz, H., & Doyle, D. (2018). When the money stops: Fluctuations in financial remittances and incumbent approval in Central Eastern Europe, the Caucasus and Central Asia. American Political Science Review, 112(4), 758–774. https://doi.org/10.1017/S0003055418000485
  • United Nations Department of Economic and Social Affairs. (2021). International Migrant Stock 2020. United Nations Department of Economic and Social Affairs, Population Division. Retrieved from https://www.un.org/en/desa.
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There are 58 citations in total.

Details

Primary Language English
Subjects International Relations (Other)
Journal Section Research Articles
Authors

Saadet Ulaşoğlu İmamoğlu 0000-0002-1495-6877

Publication Date October 5, 2024
Submission Date December 20, 2023
Acceptance Date April 4, 2024
Published in Issue Year 2024 Volume: 12 Issue: 2

Cite

APA Ulaşoğlu İmamoğlu, S. (2024). Migrant Remittances and Human Security. Marmara Üniversitesi Siyasal Bilimler Dergisi, 12(2), 201-217. https://doi.org/10.14782/marmarasbd.1407403