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Shaped by Urban-Rural Divide and Skill: the Drivers of Internal Mobility in Italy

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  • Bergantino, Angela S.
  • Clemente, Antonello
  • Iandolo, Stefano
  • Turati, Riccardo

Abstract

This paper examines the evolution and determinants of skill-specific internal mobility among Italian citizens by urban-rural origin. Using administrative data from the Registry of Transfer of Residence (ADELE), which records the universe of skill-specific bilateral moves across more than 700 millions potential municipality pairs between 2012 and 2022, we document distinct trends in residential mobility for college-educated and non-college-educated citizens. We then assess the role of economic and non-economic factors in shaping these flows, employing a Poisson Pseudo-Maximum Likelihood (PPML) estimator with an extensive set of destination and origin-by-nest fixed effects. Our findings show that low-skilled movers respond more strongly to economic factors, while high-skilled movers are respond more to non-economic ones, with the urban-rural divide at origin amplifying these differences. Moreover, we find that after the COVID-19 pandemic, economic drivers became less relevant, whereas non-economic factors gained importance. Overall, this study highlights that, similar to international migration, the drivers of internal mobility are inherently skill-specific.

Suggested Citation

  • Bergantino, Angela S. & Clemente, Antonello & Iandolo, Stefano & Turati, Riccardo, 2025. "Shaped by Urban-Rural Divide and Skill: the Drivers of Internal Mobility in Italy," GLO Discussion Paper Series 1685, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:1685
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    1. Luca Bellodi & Frederic Docquier & Stefano Iandolo & Massimo Morelli & Riccardo Turati, 2024. "Digging Up Trenches: Populism, Selective Mobility, and the Political Polarization of Italian Municipalities," BAFFI CAREFIN Working Papers 24216, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    2. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    3. Bertoli, Simone & Fernández-Huertas Moraga, Jesús, 2013. "Multilateral resistance to migration," Journal of Development Economics, Elsevier, vol. 102(C), pages 79-100.
    4. Colantone, Italo & Di Lonardo, Livio & Margalit, Yotam & Percoco, Marco, 2024. "The Political Consequences of Green Policies: Evidence from Italy—CORRIGENDUM," American Political Science Review, Cambridge University Press, vol. 118(1), pages 545-548, February.
    5. Choumert-Nkolo, Johanna & le Roux, Leonard, 2024. "Leaving the hearth you know: Internal migration and energy poverty," World Development, Elsevier, vol. 180(C).
    6. Botsch, Matthew J. & Morris, Stephen D., 2021. "Job loss risk, expected mobility, and home ownership," Journal of Housing Economics, Elsevier, vol. 53(C).
    7. Clemens, Michael A. & Mendola, Mariapia, 2024. "Migration from developing countries: Selection, income elasticity, and Simpson’s paradox," Journal of Development Economics, Elsevier, vol. 171(C).
    8. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    9. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers I: Evaluating Bias in Teacher Value-Added Estimates," American Economic Review, American Economic Association, vol. 104(9), pages 2593-2632, September.
    10. Thomas Douenne & Adrien Fabre, 2022. "Yellow Vests, Pessimistic Beliefs, and Carbon Tax Aversion," American Economic Journal: Economic Policy, American Economic Association, vol. 14(1), pages 81-110, February.
    11. James Feyrer, 2019. "Trade and Income—Exploiting Time Series in Geography," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 1-35, October.
    12. Michel Beine & Michel Bierlaire & Frédéric Docquier, 2021. "New York, Abu Dhabi, London or Stay at Home? Using a Cross-Nested Logit Model to Identify Complex Substitution Patterns in Migration," LISER Working Paper Series 2021-01, Luxembourg Institute of Socio-Economic Research (LISER).
    13. Amy Finkelstein & Matthew Gentzkow & Heidi Williams, 2016. "Sources of Geographic Variation in Health Care: Evidence From PatientMigration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1681-1726.
    14. Bertoli, Simone & Moraga, Jesús Fernández-Huertas & Guichard, Lucas, 2020. "Rational inattention and migration decisions," Journal of International Economics, Elsevier, vol. 126(C).
    15. Enrico Cantoni & Vincent Pons, 2022. "Does Context Outweigh Individual Characteristics in Driving Voting Behavior? Evidence from Relocations within the United States," American Economic Review, American Economic Association, vol. 112(4), pages 1226-1272, April.
    16. Ning Jia & Raven Molloy & Christopher Smith & Abigail Wozniak, 2023. "The Economics of Internal Migration: Advances and Policy Questions," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 144-180, March.
    17. Brian C. Cadena & Brian K. Kovak, 2016. "Immigrants Equilibrate Local Labor Markets: Evidence from the Great Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 8(1), pages 257-290, January.
    18. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    19. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    20. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, November.
    21. Thomas Piketty & Emmanuel Saez, 2014. "Inequality in the long run," PSE-Ecole d'économie de Paris (Postprint) halshs-01053609, HAL.
    22. Romano Piras, 2021. "Migration flows by educational attainment: Disentangling the heterogeneous role of push and pull factors," Journal of Regional Science, Wiley Blackwell, vol. 61(3), pages 515-542, June.
    23. Lucas Guichard & Joël Machado, 2025. "The externalities of immigration policies on migration flows: the case of an asylum policy," Journal of Economic Geography, Oxford University Press, vol. 25(1), pages 59-74.
    24. Romano Piras, 2017. "A long-run analysis of push and pull factors of internal migration in Italy. Estimation of a gravity model with human capital using homogeneous and heterogeneous approaches," Papers in Regional Science, Wiley Blackwell, vol. 96(3), pages 571-602, August.
    25. Zovanga L Kone & Maggie Y Liu & Aaditya Mattoo & Caglar Ozden & Siddharth Sharma, 2018. "Internal borders and migration in India," Journal of Economic Geography, Oxford University Press, vol. 18(4), pages 729-759.
    26. Ivan Etzo, 2011. "The Determinants Of The Recent Interregional Migration Flows In Italy: A Panel Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 51(5), pages 948-966, December.
    27. Gaetano Basso & Giovanni Peri, 2020. "Internal Mobility: The Greater Responsiveness of Foreign-Born to Economic Conditions," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 77-98, Summer.
    28. Bianca Biagi & Alessandra Faggian & Philip McCann, 2011. "Long and Short Distance Migration in Italy: The Role of Economic, Social and Environmental Characteristics," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(1), pages 111-131.
    29. Chen, Yong & Rosenthal, Stuart S., 2008. "Local amenities and life-cycle migration: Do people move for jobs or fun?," Journal of Urban Economics, Elsevier, vol. 64(3), pages 519-537, November.
    30. Roberto Basile & Nicola Coniglio & Francesca Licari, 2023. "Distance from diasporas and immigrants’ location choice: evidence from Italy," Spatial Economic Analysis, Taylor & Francis Journals, vol. 18(1), pages 108-125, January.
    31. Grogger, Jeffrey & Hanson, Gordon H., 2011. "Income maximization and the selection and sorting of international migrants," Journal of Development Economics, Elsevier, vol. 95(1), pages 42-57, May.
    32. Silva João M. C. Santos & Tenreyro Silvana & Windmeijer Frank, 2015. "Testing Competing Models for Non-negative Data with Many Zeros," Journal of Econometric Methods, De Gruyter, vol. 4(1), pages 29-46, January.
    33. Bertoli, Simone & Fernández-Huertas Moraga, Jesús, 2015. "The size of the cliff at the border," Regional Science and Urban Economics, Elsevier, vol. 51(C), pages 1-6.
    34. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    35. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    36. Giovanni Peri & Reem Zaiour, 2023. "Changes in international immigration and internal native mobility after COVID-19 in the USA," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(4), pages 2389-2428, October.
    37. repec:irs:cepswp:2024-01 is not listed on IDEAS
    38. Roberto Basile & Luca De Benedictis & María Durban & Alessandra Faggian & Román Mínguez, 2021. "The impact of immigration on the internal mobility of natives and foreign-born residents: evidence from Italy," Spatial Economic Analysis, Taylor & Francis Journals, vol. 16(1), pages 9-26, January.
    39. Martin Bell & Elin Charles-Edwards & Philipp Ueffing & John Stillwell & Marek Kupiszewski & Dorota Kupiszewska, 2015. "Internal Migration and Development: Comparing Migration Intensities Around the World," Population and Development Review, The Population Council, Inc., vol. 41(1), pages 33-58, March.
    40. Dohmen, Thomas J., 2005. "Housing, mobility and unemployment," Regional Science and Urban Economics, Elsevier, vol. 35(3), pages 305-325, May.
    41. Joshua Gallin, 2006. "The Long-Run Relationship between House Prices and Income: Evidence from Local Housing Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 34(3), pages 417-438, September.
    42. Marc F. Bellemare & Casey J. Wichman, 2020. "Elasticities and the Inverse Hyperbolic Sine Transformation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(1), pages 50-61, February.
    43. De la Roca, Jorge, 2017. "Selection in initial and return migration: Evidence from moves across Spanish cities," Journal of Urban Economics, Elsevier, vol. 100(C), pages 33-53.
    44. Mckinley L. Blackburn, 2015. "The Relative Performance of Poisson and Negative Binomial Regression Estimators," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(4), pages 605-616, August.
    45. Moriconi, Simone & Peri, Giovanni & Turati, Riccardo, 2025. "Analyzing political preferences of second-generation immigrants across the rural–urban divide," Journal of Urban Economics, Elsevier, vol. 146(C).
    46. William W. Olney & Owen Thompson, 2024. "The Determinants of Declining Internal Migration," NBER Working Papers 32123, National Bureau of Economic Research, Inc.
    47. Simone Bertoli & J. Fernandes-Huertas Moraga, 2013. "Multilateral resistance to migration," Post-Print halshs-00820169, HAL.
    48. Bloze, Gintautas & Skak, Morten, 2016. "Housing equity, residential mobility and commuting," Journal of Urban Economics, Elsevier, vol. 96(C), pages 156-165.
    49. repec:hal:pseose:halshs-01053609 is not listed on IDEAS
    50. Chung, Il Hwan, 2015. "School choice, housing prices, and residential sorting: Empirical evidence from inter-and intra-district choice," Regional Science and Urban Economics, Elsevier, vol. 52(C), pages 39-49.
    51. Colantone, Italo & Di Lonardo, Livio & Margalit, Yotam & Percoco, Marco, 2024. "The Political Consequences of Green Policies: Evidence from Italy," American Political Science Review, Cambridge University Press, vol. 118(1), pages 108-126, February.
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    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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