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Structural transformation, urbanization, and remittances in developing countries: A panel VAR analysis

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  • Abbas, Syed Ali
  • Selvanathan, Saroja
  • Selvanathan, Eliyathamby A.

Abstract

Structural transformation and urbanization have increased greatly in developing countries over the last few decades. Migrant remittances—private external financial flows—have also grown phenomenally during this period. The literature reveals a significant causal relationship between urbanization and economic growth and considers urban cities to be the engines of growth. However, investigation into the link between structural transformation, urbanization, and remittances is missing in the literature. This study aims to fill that gap by investigating the relationship between structural transformation, urbanization, remittances, and GDP growth in developing countries. After finding no long-run relationship between the respective variables, this study applies vector autoregressive modelling to determine their short-run dynamic causal relationship, using panel data from 95 developing countries for the period 1980–2018. Its findings suggest that there is a two-way (bi-directional) causal relationship between structural transformation and urbanization, structural transformation and GDP growth, urbanization and GDP growth, and urbanization and remittances. Rapid urbanization can increase housing prices and overall urban living costs, which may increase remittance flows that support consumption. Likewise, increased urban infrastructure development may also attract remittances to real-estate investment, leading to further urbanization.

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  • Abbas, Syed Ali & Selvanathan, Saroja & Selvanathan, Eliyathamby A., 2023. "Structural transformation, urbanization, and remittances in developing countries: A panel VAR analysis," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 55-69.
  • Handle: RePEc:eee:ecanpo:v:79:y:2023:i:c:p:55-69
    DOI: 10.1016/j.eap.2023.06.010
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    1. Kiminori Matsuyama, 2002. "The Rise of Mass Consumption Societies," Journal of Political Economy, University of Chicago Press, vol. 110(5), pages 1035-1070, October.
    2. Jude Eggoh & Chrysost Bangake & Gervasio Semedo, 2019. "Do remittances spur economic growth? Evidence from developing countries," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(4), pages 391-418, May.
    3. Paresh Kumar Narayan & Seema Narayan & Sagarika Mishra, 2011. "Do Remittances Induce Inflation? Fresh Evidence from Developing Countries," Southern Economic Journal, John Wiley & Sons, vol. 77(4), pages 914-933, April.
    4. Nathan Nunn & Nancy Qian, 2011. "The Potato's Contribution to Population and Urbanization: Evidence From A Historical Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 593-650.
    5. John Kagochi & Maina Kiambigi, 2012. "Remittances' Influence on Housing Construction Demand in Sub-Saharan Africa: The Case of Kenya," African Development Review, African Development Bank, vol. 24(3), pages 255-265.
    6. Adams, Richard Jr. & Page, John, 2005. "Do international migration and remittances reduce poverty in developing countries?," World Development, Elsevier, vol. 33(10), pages 1645-1669, October.
    7. Masahisa Fujita & Paul Krugman & Anthony J. Venables, 2001. "The Spatial Economy: Cities, Regions, and International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262561476, December.
    8. Dean Yang, 2008. "International Migration, Remittances and Household Investment: Evidence from Philippine Migrants’ Exchange Rate Shocks," Economic Journal, Royal Economic Society, vol. 118(528), pages 591-630, April.
    9. Sabyasachi Tripathi, 2021. "How does urbanization affect the human development index? A cross-country analysis," Asia-Pacific Journal of Regional Science, Springer, vol. 5(3), pages 1053-1080, October.
    10. Gilles Duranton, 2007. "From cities to productivity and growth in developing countries," Working Papers tecipa-306, University of Toronto, Department of Economics.
    11. Abbas, Syed Ali & Selvanathan, Eliyathamby A. & Selvanathan, Saroja & Bandaralage, Jayatilleke S., 2021. "Are remittances and foreign aid interlinked? Evidence from least developed and developing countries," Economic Modelling, Elsevier, vol. 94(C), pages 265-275.
    12. Bertinelli, Luisito & Black, Duncan, 2004. "Urbanization and growth," Journal of Urban Economics, Elsevier, vol. 56(1), pages 80-96, July.
    13. Mr. Yasser Abdih & Mr. Ralph Chami & Mr. Christian H Ebeke & Mr. Adolfo Barajas, 2012. "Remittances Channel and Fiscal Impact in the Middle East, North Africa, and Central Asia," IMF Working Papers 2012/104, International Monetary Fund.
    14. Jean-Paul Azam & Flore Gubert, 2005. "Those in Kayes. The Impact of Remittances on Their Recipients in Africa," Revue économique, Presses de Sciences-Po, vol. 56(6), pages 1331-1358.
    15. Matsuyama, Kiminori, 1992. "Agricultural productivity, comparative advantage, and economic growth," Journal of Economic Theory, Elsevier, vol. 58(2), pages 317-334, December.
    16. Azizi, SeyedSoroosh, 2018. "The impacts of workers' remittances on human capital and labor supply in developing countries," Economic Modelling, Elsevier, vol. 75(C), pages 377-396.
    17. Matteo Bugamelli & Francesco Paternò, 2011. "Output Growth Volatility and Remittances," Economica, London School of Economics and Political Science, vol. 78(311), pages 480-500, July.
    18. Combes, Jean-Louis & Kinda, Tidiane & Ouedraogo, Rasmané & Plane, Patrick, 2019. "Financial flows and economic growth in developing countries," Economic Modelling, Elsevier, vol. 83(C), pages 195-209.
    19. J. Vernon Henderson, 2010. "Cities And Development," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 515-540, February.
    20. Kumar, Alok & Kober, Brianne, 2012. "Urbanization, human capital, and cross-country productivity differences," Economics Letters, Elsevier, vol. 117(1), pages 14-17.
    21. Francisco Alvarez-Cuadrado & Markus Poschke, 2011. "Structural Change Out of Agriculture: Labor Push versus Labor Pull," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(3), pages 127-158, July.
    22. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    23. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 1, Center for International Development at Harvard University.
    24. El-Sakka, M. I. T. & McNabb, Robert, 1999. "The Macroeconomic Determinants of Emigrant Remittances," World Development, Elsevier, vol. 27(8), pages 1493-1502, August.
    25. Richard P.C. Brown & Dennis A. Ahlburg, 1999. "Remittances in the South Pacific," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 26(1/2/3), pages 325-344, January.
    26. Giray Gozgor & Baris Kablamaci, 2015. "What happened to urbanization in the globalization era? An empirical examination for poor emerging countries," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(2), pages 533-553, December.
    27. Haldar, Anasuya & Sethi, Narayan, 2022. "Effect of sectoral foreign aid allocation on growth and structural transformation in sub-Saharan Africa—Analysing the roles of institutional quality and human capital," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 1010-1026.
    28. Acosta, Pablo & Calderon, Cesar & Fajnzylber, Pablo & Lopez, Humberto, 2008. "What is the Impact of International Remittances on Poverty and Inequality in Latin America?," World Development, Elsevier, vol. 36(1), pages 89-114, January.
    29. Dimitris Kallioras & George Petrakos, 2010. "Industrial growth, economic integration and structural change: evidence from the EU new member-states regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(3), pages 667-680, December.
    30. Suzanne McCoskey & Chihwa Kao, 1998. "A residual-based test of the null of cointegration in panel data," Econometric Reviews, Taylor & Francis Journals, vol. 17(1), pages 57-84.
    31. Beine, Michel & Lodigiani, Elisabetta & Vermeulen, Robert, 2012. "Remittances and financial openness," Regional Science and Urban Economics, Elsevier, vol. 42(5), pages 844-857.
    32. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    33. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 01A, Center for International Development at Harvard University.
    34. Malayaranjan Sahoo & Narayan Sethi, 2020. "Does Remittance Inflow Promote Human Development In Sub-Saharan Africa? An Empirical Insight," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 20(04), pages 1-23, December.
    35. Salas, Vania B., 2014. "International Remittances and Human Capital Formation," World Development, Elsevier, vol. 59(C), pages 224-237.
    36. Yabo Zhao & Shaojian Wang, 2015. "The Relationship between Urbanization, Economic Growth and Energy Consumption in China: An Econometric Perspective Analysis," Sustainability, MDPI, vol. 7(5), pages 1-19, May.
    37. Guy Michaels & Ferdinand Rauch & Stephen J. Redding, 2012. "Urbanization and Structural Transformation," The Quarterly Journal of Economics, Oxford University Press, vol. 127(2), pages 535-586.
    38. Chakra P. Acharya & Roberto Leon-Gonzalez, 2014. "How do Migration and Remittances Affect Human Capital Investment? The Effects of Relaxing Information and Liquidity Constraints," Journal of Development Studies, Taylor & Francis Journals, vol. 50(3), pages 444-460, March.
    39. Douglas Gollin & Stephen Parente & Richard Rogerson, 2002. "The Role of Agriculture in Development," American Economic Review, American Economic Association, vol. 92(2), pages 160-164, May.
    40. Gilles Duranton, 2008. "Viewpoint: From cities to productivity and growth in developing countries," Canadian Journal of Economics, Canadian Economics Association, vol. 41(3), pages 689-736, August.
    41. Oded Galor & Andrew Mountford, 2008. "Trading Population for Productivity: Theory and Evidence," Review of Economic Studies, Oxford University Press, vol. 75(4), pages 1143-1179.
    42. David McKenzie & Hillel Rapoport, 2010. "Self-Selection Patterns in Mexico-U.S. Migration: The Role of Migration Networks," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 811-821, November.
    43. Combes, Jean-Louis & Ebeke, Christian, 2011. "Remittances and Household Consumption Instability in Developing Countries," World Development, Elsevier, vol. 39(7), pages 1076-1089, July.
    44. Henderson, Vernon, 2003. "The Urbanization Process and Economic Growth: The So-What Question," Journal of Economic Growth, Springer, vol. 8(1), pages 47-71, March.
    45. Rapoport, Hillel & Docquier, Frederic, 2006. "The Economics of Migrants' Remittances," Handbook on the Economics of Giving, Reciprocity and Altruism, in: S. Kolm & Jean Mercier Ythier (ed.), Handbook of the Economics of Giving, Altruism and Reciprocity, edition 1, volume 1, chapter 17, pages 1135-1198, Elsevier.
    46. Cohen, Barney, 2006. "Urbanization in developing countries: Current trends, future projections, and key challenges for sustainability," Technology in Society, Elsevier, vol. 28(1), pages 63-80.
    47. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
    48. Paresh Kumar Narayan & Seema Narayan & Sagarika Mishra, 2011. "Do Remittances Induce Inflation? Fresh Evidence from Developing Countries," Southern Economic Journal, John Wiley & Sons, vol. 77(4), pages 914-933, April.
    49. B. Mak Arvin & Byron Lew, 2012. "Do happiness and foreign aid affect bilateral migrant remittances?," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 39(2), pages 212-230, May.
    50. Gollin, Douglas & Parente, Stephen L. & Rogerson, Richard, 2007. "The food problem and the evolution of international income levels," Journal of Monetary Economics, Elsevier, vol. 54(4), pages 1230-1255, May.
    51. Arusha Cooray & Nabamita Dutta & Sushanta Mallick, 2016. "Does female human capital formation matter for the income effect of remittances? Evidence from developing countries," Oxford Development Studies, Taylor & Francis Journals, vol. 44(4), pages 458-478, October.
    52. Min Zhao & Ying Zhang, 2009. "Development and urbanization: a revisit of Chenery–Syrquin’s patterns of development," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(4), pages 907-924, December.
    53. Au, Chun-Chung & Henderson, J. Vernon, 2006. "How migration restrictions limit agglomeration and productivity in China," Journal of Development Economics, Elsevier, vol. 80(2), pages 350-388, August.
    54. Davis, James C. & Henderson, J. Vernon, 2003. "Evidence on the political economy of the urbanization process," Journal of Urban Economics, Elsevier, vol. 53(1), pages 98-125, January.
    55. repec:hoo:wpaper:e-92-3 is not listed on IDEAS
    56. Adams Jr., Richard H., 2009. "The Determinants of International Remittances in Developing Countries," World Development, Elsevier, vol. 37(1), pages 93-103, January.
    57. Shawn Kanaiaupuni & Katharine Donato, 1999. "Migradollars and mortality: The effects of migration on infant survival in Mexico," Demography, Springer;Population Association of America (PAA), vol. 36(3), pages 339-353, August.
    58. Anthony J. Venables, 2010. "Economic geography and African development," Papers in Regional Science, Wiley Blackwell, vol. 89(3), pages 469-483, August.
    59. Adams, Richard H. Jr., 2003. "International migration, remittances, and the brain drain ; a study of 24 labor exporting countries," Policy Research Working Paper Series 3069, The World Bank.
    60. Ravi Kanbur & Juzhong Zhuang, 2013. "Urbanization and Inequality in Asia," Asian Development Review, MIT Press, vol. 30(1), pages 131-147, March.
    61. Ahmet Murat Alper & Bilin Neyapti, 2006. "Determinants of Workers' Remittances: Turkish Evidence from High-Frequency Data," Eastern European Economics, Taylor & Francis Journals, vol. 44(5), pages 91-100, October.
    62. Mingxing Chen & Hua Zhang & Weidong Liu & Wenzhong Zhang, 2014. "The Global Pattern of Urbanization and Economic Growth: Evidence from the Last Three Decades," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-15, August.
    63. James Dzansi, 2013. "Do remittance inflows promote manufacturing growth?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(1), pages 89-111, August.
    64. Lipton, Michael, 1980. "Migration from rural areas of poor countries: The impact on rural productivity and income distribution," World Development, Elsevier, vol. 8(1), pages 1-24, January.
    65. Arusha Cooray, 2012. "The Impact of Migrant Remittances on Economic Growth: Evidence from South Asia," Review of International Economics, Wiley Blackwell, vol. 20(5), pages 985-998, November.
    66. Maria Cristina Zhunio & Sharmila Vishwasrao & Eric P. Chiang, 2012. "The influence of remittances on education and health outcomes: a cross country study," Applied Economics, Taylor & Francis Journals, vol. 44(35), pages 4605-4616, December.
    67. Luisito Bertinelli & Eric Strobl, 2007. "Urbanisation, Urban Concentration and Economic Development," Urban Studies, Urban Studies Journal Limited, vol. 44(13), pages 2499-2510, December.
    68. Douglas Gollin & Remi Jedwab & Dietrich Vollrath, 2013. "Urbanization with and without Structural Transformation," 2013 Meeting Papers 344, Society for Economic Dynamics.
    69. Yi Jiang, 2021. "Asian cities: spatial dynamics and driving forces," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(3), pages 609-654, June.
    70. Gallup, John & Sachs, Jeffrey, 1999. "Geography and Economic Development," Harvard Institute for International Development (HIID) Papers 294434, Harvard University, Kennedy School of Government.
    71. Paul Collier & Anthony J. Venables, 2017. "Urbanization in developing economies: the assessment," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 33(3), pages 355-372.
    72. Reardon, Thomas & Barrett, Christopher B. & Berdegué, Julio A. & Swinnen, Johan F.M., 2009. "Agrifood Industry Transformation and Small Farmers in Developing Countries," World Development, Elsevier, vol. 37(11), pages 1717-1727, November.
    73. Williams, Kevin, 2017. "Do remittances improve political institutions? Evidence from Sub-Saharan Africa," Economic Modelling, Elsevier, vol. 61(C), pages 65-75.
    74. Mubinzhon Abduvaliev & Ricardo Bustillo, 2020. "Impact of remittances on economic growth and poverty reduction amongst CIS countries," Post-Communist Economies, Taylor & Francis Journals, vol. 32(4), pages 525-546, May.
    75. Emmanuel K.K. Lartey, 2016. "The Cyclicality Of Remittances In Sub-Saharan Africa," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 41(1), pages 1-18, March.
    76. Fay, Marianne & Opal, Charlotte, 2000. "Urbanization without growth : a not-so-uncommon phenomenon," Policy Research Working Paper Series 2412, The World Bank.
    77. Viktoria Hnatkovska & Amartya Lahiri, 2015. "Rural and Urban Migrants in India: 1983–2008," The World Bank Economic Review, World Bank, vol. 29(suppl_1), pages 257-270.
    78. Hofmann, Anett & Wan, Guanghua, 2013. "Determinants of Urbanization," ADB Economics Working Paper Series 355, Asian Development Bank.
    79. John M. Kagochi & Maina Kiambigi, 2012. "Remittances' Influence on Housing Construction Demand in Sub-Saharan Africa: The Case of Kenya," African Development Review, African Development Bank, vol. 24(3), pages 255-265, September.
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    More about this item

    Keywords

    Structural transformation; Urbanization; Remittances; Economic growth;
    All these keywords.

    JEL classification:

    • F24 - International Economics - - International Factor Movements and International Business - - - Remittances
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • L80 - Industrial Organization - - Industry Studies: Services - - - General
    • R21 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Housing Demand
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets

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