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Migration, regional growth and convergence: a spatial econometric study on Romania

Author

Listed:
  • Cristian Incaltarau

    (Alexandru Ioan Cuza University)

  • Gabriela Carmen Pascariu

    (Alexandru Ioan Cuza University)

  • Adelaide Duarte

    (University of Coimbra)

  • Peter Nijkamp

    (Alexandru Ioan Cuza University
    Open University)

Abstract

Migration has far-reaching implications for regional-economic growth and spatial disparities. This paper explores the role played by migration in spatial-economic development in Romania, a country that is facing large and persistent regional disparities. We develop a spatial-econometric model for studying the impact of migration movements in Romania (both domestic and international) on regional welfare patterns in this country. Employing a one-lag spatial dynamic panel model for the period 1995–2015 and accounting for the endogeneity of migration and human capital, our findings reveal that migration clearly adds to divergence. The composition effect outweighs the neoclassical quantitative effect and thus, migration undermines convergence. When migration inflows foster growth by skills-selectivity and strengthening agglomeration economies in richer destination regions, migration outflows appear to inhibit growth in source regions. Spatiality also matters, as regions turn out to grow faster when neighbouring other regions with a high development level, due to spillover effects. However, the clustering tendency of regions with a similar development level undermines convergence. In policy terms, our findings emphasize the need of economic incentives for raising human capital and investment stocks in regions that are lagging behind. This translates also into a strong argument in favour of EU Cohesion policy that can leverage the competitiveness–cohesion trade-off by increasing connectivity between regions and improving their business environment.

Suggested Citation

  • Cristian Incaltarau & Gabriela Carmen Pascariu & Adelaide Duarte & Peter Nijkamp, 2021. "Migration, regional growth and convergence: a spatial econometric study on Romania," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(3), pages 497-532, June.
    • Handle: RePEc:spr:anresc:v:66:y:2021:i:3:d:10.1007_s00168-020-01019-w
    DOI: 10.1007/s00168-020-01019-w
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Manfred M. Fischer, 2018. "Spatial Externalities and Growth in a Mankiw-Romer-Weil World," International Regional Science Review, , vol. 41(1), pages 45-61, January.
    3. Rivera, Berta & Currais, Luis, 2004. "Public Health Capital and Productivity in the Spanish Regions: A Dynamic Panel Data Model," World Development, Elsevier, vol. 32(5), pages 871-885, May.
    4. S. Yao & Z. Zhang, 2001. "Regional Growth in China Under Economic Reforms," Journal of Development Studies, Taylor & Francis Journals, vol. 38(2), pages 167-186.
    5. Flannery, Mark J. & Hankins, Kristine Watson, 2013. "Estimating dynamic panel models in corporate finance," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 1-19.
    6. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    7. James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
    8. Mindaugas Butkus & Diana Cibulskiene & Alma Maciulyte-Sniukiene & Kristina Matuzeviciute, 2018. "What Is the Evolution of Convergence in the EU? Decomposing EU Disparities up to NUTS 3 Level," Sustainability, MDPI, vol. 10(5), pages 1-37, May.
    9. Giuseppe Arbia & Julie Le Gallo & Gianfranco Piras, 2008. "Does Evidence on Regional Economic Convergence Depend on the Estimation Strategy? Outcomes from Analysis of a Set of NUTS2 EU Regions," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(2), pages 209-224.
    10. Peter Huber & Gabriele Tondl, 2012. "Migration and regional convergence in the European Union," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 39(4), pages 439-460, November.
    11. Enflo, Kerstin & Lundh, Christer & Prado, Svante, 2014. "The role of migration in regional wage convergence: Evidence from Sweden 1860–1940," Explorations in Economic History, Elsevier, vol. 52(C), pages 93-110.
    12. Harald Badinger & Werner Muller & Gabriele Tondl, 2004. "Regional Convergence in the European Union, 1985- 1999: A Spatial Dynamic Panel Analysis," Regional Studies, Taylor & Francis Journals, vol. 38(3), pages 241-253.
    13. Adolfo Maza, 2006. "Migrations and Regional Convergence: The Case of Spain," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 26(2), pages 191-202, October.
    14. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, September.
    15. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    16. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    17. Bloom, David E. & Canning, David & Sevilla, Jaypee, 2004. "The Effect of Health on Economic Growth: A Production Function Approach," World Development, Elsevier, vol. 32(1), pages 1-13, January.
    18. Serge Coulombe & Jean-Francois Tremblay, 2009. "Migration and Skills Disparities across the Canadian Provinces," Regional Studies, Taylor & Francis Journals, vol. 43(1), pages 5-18.
    19. Baldwin, Richard E., 1999. "Agglomeration and endogenous capital," European Economic Review, Elsevier, vol. 43(2), pages 253-280, February.
    20. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    21. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    22. Peter Nijkamp & Jacques Poot & Mediha Sahin (ed.), 2012. "Migration Impact Assessment," Books, Edward Elgar Publishing, number 14476.
    23. Zizi GOSCHIN, 2017. "Exploring regional economic convergence in Romania. A spatial modeling approach," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 8, pages 127-146, December.
    24. Roberta Capello, 2018. "Cohesion Policies and the Creation of a European Identity: The Role of Territorial Identity," Journal of Common Market Studies, Wiley Blackwell, vol. 56(3), pages 489-503, April.
    25. Roger R. Stough & Karima Kourtit & Peter Nijkamp & Uwe Blien (ed.), 2018. "Modelling Aging and Migration Effects on Spatial Labor Markets," Advances in Spatial Science, Springer, number 978-3-319-68563-2, Fall.
    26. Riccardo Crescenzi & Andrés Rodríguez-Pose, 2012. "Infrastructure and regional growth in the European Union," Papers in Regional Science, Wiley Blackwell, vol. 91(3), pages 487-513, August.
    27. Guilherme Mendes Resende & Alexandre Xavier Ywata de Carvalho & Patrícia Alessandra Morita Sakowski, 2013. "Evaluating Multiple Spatial Dimensions of Economic Growth in Brazil Using Spatial Panel Data Models (1970 - 2000)," Discussion Papers 1830a, Instituto de Pesquisa Econômica Aplicada - IPEA.
    28. Stephen Dobson & Carlyn Ramlogan & Eric Strobl, 2006. "Why Do Rates Of Β‐Convergence Differ? A Meta‐Regression Analysis," Scottish Journal of Political Economy, Scottish Economic Society, vol. 53(2), pages 153-173, May.
    29. Daniel J. Graham, 2007. "Agglomeration, Productivity and Transport Investment," Journal of Transport Economics and Policy, University of Bath, vol. 41(3), pages 317-343, September.
    30. Robert J. Barro, 2015. "Convergence and Modernisation," Economic Journal, Royal Economic Society, vol. 125(585), pages 911-942, June.
    31. Stein Østbye & Olle Westerlund, 2007. "Is Migration Important for Regional Convergence? Comparative Evidence for Norwegian and Swedish Counties, 1980-2000," Regional Studies, Taylor & Francis Journals, vol. 41(7), pages 901-915.
    32. Adrian Healy, 2016. "Smart specialization in a centralized state: strengthening the regional contribution in North East Romania," European Planning Studies, Taylor & Francis Journals, vol. 24(8), pages 1527-1543, August.
    33. Alessandra Faggian & Isha Rajbhandari & Kathryn R. Dotzel, 2017. "The interregional migration of human capital and its regional consequences: a review," Regional Studies, Taylor & Francis Journals, vol. 51(1), pages 128-143, January.
    34. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    35. María Gutiérrez-Portilla & Adolfo Maza & María Hierro, 2018. "Foreigners versus natives in Spain: different migration patterns? Any changes in the aftermath of the crisis?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(1), pages 139-159, July.
    36. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    37. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    38. Weili Zhang & Wei Xu & Xiaoye Wang, 2019. "Regional convergence clubs in China: identification and conditioning factors," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 62(2), pages 327-350, April.
    39. Elena Vakulenko, 2016. "Does migration lead to regional convergence in Russia?," International Journal of Economic Policy in Emerging Economies, Inderscience Enterprises Ltd, vol. 9(1), pages 1-25.
    40. Daniela Bunea, 2012. "Is Internal Migration Relevant to Regional Convergence? Comparative Analysis Across Five European Countries," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 6(2), pages 53-72, DECEMBER.
    41. Melo, Patricia C. & Graham, Daniel J. & Brage-Ardao, Ruben, 2013. "The productivity of transport infrastructure investment: A meta-analysis of empirical evidence," Regional Science and Urban Economics, Elsevier, vol. 43(5), pages 695-706.
    42. Alexander Kubis & Lutz Schneider, 2016. "Regional Migration, Growth and Convergence – A Spatial Dynamic Panel Model of Germany," Regional Studies, Taylor & Francis Journals, vol. 50(11), pages 1789-1803, November.
    43. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    44. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    45. Ganong, Peter & Shoag, Daniel, 2017. "Why has regional income convergence in the U.S. declined?," Journal of Urban Economics, Elsevier, vol. 102(C), pages 76-90.
    46. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    47. María Hierro & Adolfo Maza, 2010. "Per capita income convergence and internal migration in Spain: Are foreign‐born migrants playing an important role?," Papers in Regional Science, Wiley Blackwell, vol. 89(1), pages 89-107, March.
    48. Lee, Lung-fei & Yu, Jihai, 2014. "Efficient GMM estimation of spatial dynamic panel data models with fixed effects," Journal of Econometrics, Elsevier, vol. 180(2), pages 174-197.
    49. Ana Poças & Elias Soukiazis, 2013. "Are health factors important for regional growth and convergence? An empirical analysis for the Portuguese districts," International Journal of Public Policy, Inderscience Enterprises Ltd, vol. 9(1/2), pages 44-64.
    50. Ugo Fratesi & Massimiliano R. Riggi, 2007. "Does Migration Reduce Regional Disparities? The Role Of Skill†Selective Flows," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 19(1), pages 78-102, March.
    51. Salima Bouayad-Agha & Lionel Védrine, 2010. "Estimation Strategies for a Spatial Dynamic Panel using GMM. A New Approach to the Convergence Issue of European Regions," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(2), pages 205-227.
    52. Jihai Yu & Lung-Fei Lee, 2012. "Convergence: A Spatial Dynamic Panel Data Approach," Global Journal of Economics (GJE), World Scientific Publishing Co. Pte. Ltd., vol. 1(01), pages 1-36.
    53. Henri L.F. Groot & Jacques Poot & Martijn J. Smit, 2016. "Which Agglomeration Externalities Matter Most And Why?," Journal of Economic Surveys, Wiley Blackwell, vol. 30(4), pages 756-782, September.
    54. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    55. Timo Mitze & Torben Schmidt, 2015. "Internal migration, regional labor markets and the role of agglomeration economies," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(1), pages 61-101, October.
    56. Ugo Fratesi & Marco Percoco, 2014. "Selective Migration, Regional Growth and Convergence: Evidence from Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1650-1668, October.
    57. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    58. Shioji, Etsuro, 2001. "Composition Effect of Migration and Regional Growth in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 15(1), pages 29-49, March.
    59. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
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    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

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