From Education to Family Networks: Analyzing Demographic and Socio-Economic Drivers of Migration Intentions in Bangladesh Under the NELM Framework

Authors

DOI:

https://doi.org/10.14422/mig.2025.003

Keywords:

migration, NELM, socio-economic factors, cluster analysis, Bangladesh, interaction effect

Abstract

This study examines the impact of demographic and socioeconomic factors on migration intentions in Bangladesh within the New Economic Theory of Migration (NELM) framework. Using logistic regression and cluster analysis on convenience survey data, findings show that higher education (OR = 1.45, p < 0.01) and higher income (OR = 1.20, p < 0.05) significantly increase migration intentions. Having family members who migrated also elevates intentions (OR = 1.60, p < 0.01). Interaction effects reveal distinct patterns among younger-educated individuals (p < 0.05). Cluster analysis identifies younger, lower-income, and educated individuals as most likely to migrate, highlighting NELM’s policy relevance.

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References

Adams, R. H., & Page, J. (2005). Do international migration and remittances reduce poverty in developing countries? World Development, 33(10), 1645-1669. https://doi.org/10.1016/j.worlddev.2005.05.004

Alam, M. Z., & Mamun, A. A. (2022). Dynamics of internal migration in Bangladesh: Trends, patterns, determinants, and causes. Plos one, 17(2), e0263878. https://doi.org/10.1371/journal.pone.0263878

Al-Maruf, A., Pervez, A. K. M. K., Sarker, P. K., Rahman, M. S., & Ruiz-Menjivar, J. (2022). Exploring the Factors of Farmers. Rural–Urban Migration Decisions in Bangladesh. Agriculture, 12(5), 722. https://doi.org/10.3390/agriculture12050722

Bakari, H., & Hunjra, A. I. (2018). Access to higher education: the source of graduate employability and wellbeing. Journal of education and educational development, 5(2), 126-145. https://doi.org/10.22555/joeed.v5i2.1742

Bangladesh Bureau of Statistics (BBS). (2022). Population and Housing Census 2022: Migration. Bangladesh Bureau of Statistics. https://bbs.gov.bd/site/page/47856ad0-7e1c-4aab-bd78-892733bc06eb/Population-and-Housing-Census

Barman, B., & Roy, R. (2023). Socio-economic Determinants of Rural Out-migration in Koch Bihar District of West Bengal, India. In Population, Sanitation and Health: A Geographical Study Towards Sustainability (pp. 47-68). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-40128-2_4

Bhagwati, J., & Hamada, K. (1974). The Brain Drain, International Integration of Markets for Professionals and Unemployment: A Theoretical Analysis. Journal of Development Economics, 1, 19-42. https://doi.org/10.1016/0304-3878(74)90020-0

Billingham, S. (ed.) (2018). Access to Success and Social Mobility Through Higher Education: A Curate’s Egg? In Great Debates in Higher Education (pp. i-xxvii) Emerald Publishing Limited. https://doi.org/10.1108/978-1-78743-836-120181008

Borjas, G. J. (1995). The economic benefits from immigration. Journal of economic perspectives, 9(2), 3-22. https://doi.org/10.1257/jep.9.2.3

Brown, A. N. (1997). The economic determinants of the internal migration flows in Russia during transition [Working Papers no. 89]. William Davidson Institute (WDI). https://hdl.handle.net/2027.42/39479

Brunarska, Z., & Ivlevs, A. (2023). Family influences on migration intentions: The role of past experience of involuntary immobility. Sociology, 57(5), 1060-1077. https://doi.org/10.1177/00380385221136060

Burrone, S., & Holmqvist, G. (2018). Child-related concerns and migration decisions: evidence from the Gallup world poll [Working paper 2018-17]. UNICEF. https://hdl.handle.net/20.500.12799/6076

Causa, O., Abendschein, M., Cavalleri, M. C., & Luu, N. (2023). The laws of attraction: Economic drivers of inter-regional mobility in selected OECD countries. OECD Economics Department.

Chernobay, L., Malibroda, S., & Shevchuk, Yu (2023). The impact of international migration on the economy of developing countries. Economic Annals-XXI, 205(9-10), 4-13. https://doi.org/10.21003/ea.V205-01

Chowdhury, I. A., Haque, N., Kamal, M. M., Islam, T., Khan, M. M., Islam, M. N., & Uddin, I. (2012). Internal Migration and Socio-Economic Status of Migrants: A Study in Sylhet City, Bangladesh. American Journal of Human Ecology, 1(4), 123-133.

Clemens, M. A. (2020). Migration from Developing Countries: Selection, Income Elasticity and Simpson’s Paradox. Centro Studi Luca d’Agliano Development Studies Working Paper, (465). https://doi.org/10.2139/ssrn.3688065

Czaika, M., & De Haas, H. (2011). Determinants of Migration to the UK. Migration Observatory Briefing, COMPAS. University of Oxford. https://migrationobservatory.ox.ac.uk/wp-content/uploads/2016/04/Briefing-Determinants-of-Migration-17-1.pdf

David, A. M., & Marouani, M. A. (2015). Migration and employment interactions in a crisis context: The case of Tunisia. Economics of Transition, 23(3), 597-624. https://doi.org/10.1111/ecot.12074

De Brauw, A. (2019). Determinants of migration among rural youth throughout the world (Discussion Paper no. 1898). International Food Policy Research Institute (IFPRI). https://ssrn.com/abstract=3515618

De Haas, H. (2010). Migration and Development: A Theoretical Perspective. International Migration Review, 44(1), 227-264. https://doi.org/10.1111/j.1747-7379.2009.00804.x

De Maria, F. (2022). The role of educational conditions in defining migratory potential: the case of the young people of the Ivory Coast. Form@ re-Open Journal per la formazione in rete, 22(1), 279-296. https://doi.org/10.36253/form-12860

Douglass, J. A. (2009). Higher education’s new global order: How and why governments are creating structured opportunity markets. Center for Studies in Higher Education. http://escholarship.org/uc/item/8690x140

Dustmann, C., & Kirchkamp, O. (2002). The optimal migration duration and activity choice after re-migration. Journal of development economics, 67(2), 351-372. https://doi.org/10.1016/S0304-3878(01)00193-6

Falaris, E. M. (1979). The determinants of internal migration in Peru: an economic analysis. Economic Development and Cultural Change, 27(2), 327-341. https://doi.org/10.1086/451096

Gavonel, M. D. C. F. (2022). Are young internal migrants favourably’ selected? Evidence from four developing countries. Oxford Development Studies, 51(2), 97-125. https://doi.org/10.1080/13600818.2022.2156491

Gevrek, Z. E., Kunt, P., & Ursprung, H. W. (2021). Education, political discontent, and emigration intentions: evidence from a natural experiment in Turkey. Public Choice, 186, 563-585. https://doi.org/10.1007/s11127-019-00724-1

Gödri, I., & Feleky, G. A. (2017). Selection of migrants and realization of migration intentions-lessons from a panel study [Working papers on population, family and welfare no. 29]. Hungarian Demographic Research Institute. https://hdl.handle.net/10419/226472

Hasan, A. H. R. (2019). Internal migration and employment in Bangladesh: an economic evaluation of rickshaw pulling in Dhaka City. In K. Jayanthakumaran, R. Verma, G. Wan & E. Wilson (eds.), Internal migration, urbanization, and poverty in Asia: Dynamics and interrelationships (pp. 339-359). Springer. https://doi.org/10.1007/978-981-13-1537-4_12

Hossain, M. S. (2006). Urban poverty and adaptations of the poor to urban life in Dhaka City, Bangladesh (Doctoral dissertation). UNSW, Sydney. https://doi.org/10.26190/unsworks/15685

Hughes, C. (2021). Conditional Cash Transfers and Migration: Reconciling Feminist Theoretical Approaches With the New Economics of Labor Migration. Demography, 58(1), 383-391. https://doi.org/10.1215/00703370-8928494

International Organization for Migration (IOM). (2022). World Migration Report 2022. IOM Publications.

Islam, R., Rokib, A., Alam, R., Mondal, N. I., & Rahman, S. (2015). Effects of Socio-Demographic Factors on Female Migrants: Path Model Approach. American Journal of Operational Research, 5(1), 9-14.

Jancewicz, B., & Markowski, S. (2021). Economic turbulence and labour migrants’ mobility intentions: Polish migrants in the United Kingdom, Ireland, the Netherlands and Germany 2009-2016. Journal of Ethnic and Migration Studies, 47(17), 3928-3947. https://doi.org/10.1080/1369183X.2019.1656059

Kabir, D. M. H., Jamil, S., & Islam, M. N. (2014). Determinants of Internal Migration: Evidence from Bangladesh. https://cabinet.portal.gov.bd/sites/default/files/files/cabinet.portal.gov.bd/research_corner/9dbddde7_4354_4f17_a256_1a444156b1aa/Determinants%20of%20Internal%20Migration%20Evidence%20from%20Bangladesh.pdf

Karpestam, P., & Andersson, F. N. (2013). Economic perspectives on migration. In Routledge International Handbook of Migration Studies (pp. 29-44). Routledge.

Khan, Y., Hassan, T., Yi, W. M., & Gulzar, R. (2018). A Comparative analysis based on economic factors of students emigration from South Asia. Asian Journal of Economics and Empirical Research, 5(2), 201-208. https://doi.org/10.20448/journal.501.2018.52.201.208

Kleemans, M. A. (2015). Essays of Economic Development and Migration (Doctoral dissertation). University of California, Berkeley. https://escholarship.org/uc/item/7t30154c

Li, X. (2022). Migration Behaviors and Educational Attainment of Metro and Non‐Metro Youth. Rural Sociology, 87(4), 1302-1339. https://doi.org/10.1111/ruso.12449

Massey, D. S., Arango, J., Hugo, G., Kouaouci, A., Pellegrino, A., & Taylor, J. E. (1993). Theories of international migration: A review and appraisal. Population and Development Review, 19(3), 431-466. https://doi.org/10.2307/2938462

Masuda, K., & Sakai, Y. (2018). Secondary education and international labor mobility: Evidence from the free secondary education reform in the Philippines (No. 2018-5). Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.

Merrill, B. (2015). Strategies of action: improving employability. Revista Fuentes, 16, 15-36. https://doi.org/10.12795/revistafuentes.2015.i16.01

Milasi, S. (2020). What drives youth’s intention to migrate abroad? Evidence from International Survey Data. IZA journal of Development and Migration, 11(1). https://doi.org/10.2478/izajodm-2020-0012

Mou, H., & Olfert, M. R. (2015). Inter-provincial migration intentions of family physicians in Canada: the roles of income and community characteristics. Healthcare Policy, 11(2), 58.

Mussida, C., Sciulli, D., & Signorelli, M. (2019). Secondary school dropout and work outcomes in ten developing countries. Journal of Policy Modeling, 41(4), 547-567. https://doi.org/10.1016/j.jpolmod.2018.06.005

Nahar, H. S., & Ghani, E. K. (2020). Asian education for the world labor market: A Malaysian survey of migration propensity. Humanities and Social Sciences, 8(2), 985-992. https://doi.org/10.18510/HSSR.2020.82109

Nedelkoska, L., & Noseleit, F. (2008). Industry dynamics and highly qualified labor mobility [Jena Economic Research Papers No. 2008, 095]. Friedrich Schiller University Jena and Max Planck Institute of Economics. https://hdl.handle.net/10419/31713

Obi, C., Bartolini, F., Brunori, G., & D’Haese, M. (2020). How does international migration impact on rural areas in developing countries? A systematic review. Journal of Rural Studies, 80, 273-290. https://doi.org/10.1016/j.jrurstud.2020.09.016

Oso, L., Kaczmarczyk, P., & Salamońska, J. (2022). Labour migration. In P. Scholten (ed.), Introduction to Migration Studies (pp. 117-135). Springer. https://doi.org/10.1007/978-3-030-92377-8_7

Pervez, A. K. M. K., Ishida, A., Kabir, M. S., & Tang, L. (2024). Migration Intention of Rural Farmers to Urban Areas in Bangladesh and Its Determinants: A Partial Least Squares Structural Equation Modelling Approach. Societies, 14(7), 99. https://doi.org/10.3390/soc14070099

Poole, A. (2022). Migration as conflict risk-management: testing the new economics of labour migration as a framework for understanding refugee decision-making. Journal of Ethnic and Migration Studies, 48(15), 3725-3742. https://doi.org/10.1080/1369183X.2021.1984217

Restelli, G. (2023). Development and international migration: The effect of income on regular and irregular migration intentions to Europe. Population and Development Review, 49(1), 135-174. https://doi.org/10.1111/padr.12525

Rubinskaya, E. (2022). International Labor Migration As Economic Scientific Category: New Conceptual Approach. The EUrASEANs: Journal on Global Socio-Economic Dynamics, 6(37), 46-52. https://doi.org/10.35678/2539-5645.6(37).2022.46-53

Selod, H., & Shilpi, F. (2021). Rural-urban migration in developing countries: Lessons from the literature. Regional Science and Urban Economics, 91, 103713. https://doi.org/10.1016/j.regsciurbeco.2021.103713

Sohad, M. K. N., Celi, G., & Sica, E. (2024). Factors determining migration intentions in Bangladesh: from land to factory. Journal of Economic Studies, 51(5), 1058-1076. https://doi.org/10.1108/JES-06-2023-0293

Stark, O., & Bloom, D. E. (1985). The new economics of labor migration. The american Economic review, 75(2), 173-178. http://www.jstor.org/stable/1805591?origin=JSTOR-pdf

Taylor, J. E. (1999). The new economics of labour migration and the role of remittances in the migration process. International Migration, 37(1), 63-88. https://doi.org/10.1111/1468-2435.00066

Tegegne, A. D., & Penker, M. (2016). Determinants of rural out-migration in Ethiopia: Who stays and who goes? Demographic Research, 35, 1011-1044. http://www.jstor.org/stable/26332102

Tolbert, C., Blanchard, T., & Irwin, M. (2006). Stability and Change in Individual Determinants of Migration: Evidence from 1985-1990 and 1995 to 2000 [Working Papers 06-27]. Center for Economic Studies, U.S. Census Bureau. https://ideas.repec.org/p/cen/wpaper/06-27.html

Zhou, X., & Feng, W. (2023). Analysis of the Post-Retirement Migration Intention of Rural Residents and Its Main Influencing Variables. Sustainability, 15, 14050. https://doi.org/10.20944/preprints202308.1469.v1

Zhu, X. (2020, January). Study on rural poverty reduction effect of secondary vocational education. In 2019 International Conference on Education Science and Economic Development (ICESED 2019) (pp. 162-165). Atlantis Press. https://doi.org/10.2991/icesed-19.2020.110

Ziesemer, T. H. (2011). Developing countries’ net-migration: The impact of economic opportunities, disasters, conflicts, and political instability. International Economic Journal, 25(3), 373-386. https://doi.org/10.1080/10168737.2011.607258

Published

2025-02-10

How to Cite

Shawon Talukdar, & Habiba, U. (2025). From Education to Family Networks: Analyzing Demographic and Socio-Economic Drivers of Migration Intentions in Bangladesh Under the NELM Framework. Migraciones. Publicación Del Instituto Universitario De Estudios Sobre Migraciones, 1–22. https://doi.org/10.14422/mig.2025.003

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Section

Estudios