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Revealing the Link Between Air Pollution and Internal Migration: Evidence from Italy

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  • Giovanni Bernardo
  • Pasquale Commendatore
  • Giovanni Fosco

Abstract

People move for various reasons, including economic, social, political, demographic, and environmental factors. Environmental quality, in particular, plays a crucial role in migration decisions. This study examines the relationship between air pollution (measured as the maximum number of days in which at least one monitoring station detects an excess of 50 µg/m3 of PM10 above the established limit) and internal migration in Italy. Employing a difference-in-differences (diff-in-diff) strategy, our analysis reveals a negative relationship between air pollution and internal migration. We exploit two major legislative interventions in environmental regulation — LD 152/2006 and LD 155/2010 — as exogenous shocks affecting air pollution. We find that these environmental regulations significantly reduced the number of pollution exceeding days in municipal areas, thereby enhancing the attractiveness of those areas more committed to reducing urban emissions. Specifically, the combined effect of the two decrees led to an increase of approximately three new citizens per 1,000 inhabitants in the more committed areas, highlighting the importance of proactive environmental policies in influencing migration patterns and improving urban livability.

Suggested Citation

  • Giovanni Bernardo & Pasquale Commendatore & Giovanni Fosco, 2024. "Revealing the Link Between Air Pollution and Internal Migration: Evidence from Italy," Discussion Papers 2024/312, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
  • Handle: RePEc:pie:dsedps:2024/312
    Note: ISSN 2039-1854
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    as
    1. Katharine G. Abraham & Justine Mallatt, 2022. "Measuring Human Capital," Journal of Economic Perspectives, American Economic Association, vol. 36(3), pages 103-130, Summer.
    2. Ahmadiani, Mona & Ferreira, Susana, 2019. "Environmental amenities and quality of life across the United States," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    3. Zhang, Bing & Chen, Xiaolan & Guo, Huanxiu, 2018. "Does central supervision enhance local environmental enforcement? Quasi-experimental evidence from China," Journal of Public Economics, Elsevier, vol. 164(C), pages 70-90.
    4. Stephan Heblich & Alex Trew & Yanos Zylberberg, 2021. "East-Side Story: Historical Pollution and Persistent Neighborhood Sorting," Journal of Political Economy, University of Chicago Press, vol. 129(5), pages 1508-1552.
    5. Joshua Hojvat Gallin, 2004. "Net Migration and State Labor Market Dynamics," Journal of Labor Economics, University of Chicago Press, vol. 22(1), pages 1-22, January.
    6. Todaro, Michael P, 1969. "A Model for Labor Migration and Urban Unemployment in Less Developed Countries," American Economic Review, American Economic Association, vol. 59(1), pages 138-148, March.
    7. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    8. Dennis Epple & Holger Sieg, 1999. "Estimating Equilibrium Models of Local Jurisdictions," Journal of Political Economy, University of Chicago Press, vol. 107(4), pages 645-681, August.
    9. Emilia Simeonova & Janet Currie & Peter Nilsson & Reed Walker, 2021. "Congestion Pricing, Air Pollution, and Children’s Health," Journal of Human Resources, University of Wisconsin Press, vol. 56(4), pages 971-996.
    10. Dustmann, Christian & Okatenko, Anna, 2014. "Out-migration, wealth constraints, and the quality of local amenities," Journal of Development Economics, Elsevier, vol. 110(C), pages 52-63.
    11. Giaccherini, Matilde & Kopinska, Joanna & Palma, Alessandro, 2021. "When particulate matter strikes cities: Social disparities and health costs of air pollution," Journal of Health Economics, Elsevier, vol. 78(C).
    12. Cai, Ruohong & Feng, Shuaizhang & Oppenheimer, Michael & Pytlikova, Mariola, 2016. "Climate variability and international migration: The importance of the agricultural linkage," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 135-151.
    13. Ximena Clark & Timothy J. Hatton & Jeffrey G. Williamson, 2007. "Explaining U.S. Immigration, 1971-1998," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 359-373, May.
    14. Olivier Deschênes & Michael Greenstone & Joseph S. Shapiro, 2017. "Defensive Investments and the Demand for Air Quality: Evidence from the NOx Budget Program," American Economic Review, American Economic Association, vol. 107(10), pages 2958-2989, October.
    15. George J. Borjas, 2021. "Does Immigration Grease the Wheels of the Labor Market?," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 14, pages 431-484, World Scientific Publishing Co. Pte. Ltd..
    16. Lamperti, Francesco & Napoletano, Mauro & Roventini, Andrea, 2020. "Green Transitions And The Prevention Of Environmental Disasters: Market-Based Vs. Command-And-Control Policies," Macroeconomic Dynamics, Cambridge University Press, vol. 24(7), pages 1861-1880, October.
    17. Udo Ebert, 2003. "Environmental Goods and the Distribution of Income," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 25(4), pages 435-459, August.
    18. Mobarak, Ahmed & Khanna, Gaurav & Song, Ran & Liang, Wenquan, 2021. "The Productivity Consequences of Pollution-Induced Migration in China," CEPR Discussion Papers 15994, C.E.P.R. Discussion Papers.
    19. Avraham Ebenstein, 2012. "The Consequences of Industrialization: Evidence from Water Pollution and Digestive Cancers in China," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 186-201, February.
    20. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    21. Kenneth Y. Chay & Michael Greenstone, 2003. "The Impact of Air Pollution on Infant Mortality: Evidence from Geographic Variation in Pollution Shocks Induced by a Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1121-1167.
    22. Kerry Smith, V. & Sieg, Holger & Spencer Banzhaf, H. & Walsh, Randall P., 2004. "General equilibrium benefits for environmental improvements: projected ozone reductions under EPA's Prospective Analysis for the Los Angeles air basin," Journal of Environmental Economics and Management, Elsevier, vol. 47(3), pages 559-584, May.
    23. Stefan Bauernschuster & Timo Hener & Helmut Rainer, 2017. "When Labor Disputes Bring Cities to a Standstill: The Impact of Public Transit Strikes on Traffic, Accidents, Air Pollution, and Health," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 1-37, February.
    24. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    25. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    26. Holger Sieg & V. Kerry Smith & H. Spencer Banzhaf & Randy Walsh, 2004. "Estimating The General Equilibrium Benefits Of Large Changes In Spatially Delineated Public Goods," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(4), pages 1047-1077, November.
    27. Greenstone, Michael, 2004. "Did the Clean Air Act cause the remarkable decline in sulfur dioxide concentrations?," Journal of Environmental Economics and Management, Elsevier, vol. 47(3), pages 585-611, May.
    28. Leroutier, Marion & Quirion, Philippe, 2022. "Air pollution and CO2 from daily mobility: Who emits and Why? Evidence from Paris," Energy Economics, Elsevier, vol. 109(C).
    29. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    30. Bieri, David S. & Kuminoff, Nicolai V. & Pope, Jaren C., 2023. "National expenditures on local amenities," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
    31. Cameron Hepburn, 2006. "Regulation by Prices, Quantities, or Both: A Review of Instrument Choice," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(2), pages 226-247, Summer.
    32. Flores, Nicholas E. & Carson, Richard T., 1997. "The Relationship between the Income Elasticities of Demand and Willingness to Pay," Journal of Environmental Economics and Management, Elsevier, vol. 33(3), pages 287-295, July.
    33. H. Spencer Banzhaf & Randall P. Walsh, 2008. "Do People Vote with Their Feet? An Empirical Test of Tiebout," American Economic Review, American Economic Association, vol. 98(3), pages 843-863, June.
    34. W Walker Hanlon, 2020. "Coal Smoke, City Growth, and the Costs of the Industrial Revolution," The Economic Journal, Royal Economic Society, vol. 130(626), pages 462-488.
    35. Stefan Bauernschuster & Timo Hener & Helmut Rainer, 2017. "When Labor Disputes Bring Cities to a Standstill: The Impact of Public Transit Strikes on Traffic, Accidents, Air Pollution, and Health," American Economic Journal: Economic Policy, American Economic Association, vol. 9(1), pages 1-37, February.
    36. Büchs, Milena & Schnepf, Sylke V., 2013. "Who emits most? Associations between socio-economic factors and UK households' home energy, transport, indirect and total CO2 emissions," Ecological Economics, Elsevier, vol. 90(C), pages 114-123.
    37. Katrin Millock, 2015. "Migration and Environment," Annual Review of Resource Economics, Annual Reviews, vol. 7(1), pages 35-60, October.
    38. James A. Swaney, 1992. "Market versus Command and Control Environmental Policies," Journal of Economic Issues, Taylor & Francis Journals, vol. 26(2), pages 623-633, June.
    39. Chen, Shuai & Oliva, Paulina & Zhang, Peng, 2022. "The effect of air pollution on migration: Evidence from China," Journal of Development Economics, Elsevier, vol. 156(C).
    40. Zhang, Junjie & Mu, Quan, 2018. "Air pollution and defensive expenditures: Evidence from particulate-filtering facemasks," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 517-536.
    41. Nicolai V. Kuminoff & V. Kerry Smith & Christopher Timmins, 2013. "The New Economics of Equilibrium Sorting and Policy Evaluation Using Housing Markets," Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1007-1062, December.
    42. Greenstone, Michael & Gayer, Ted, 2009. "Quasi-experimental and experimental approaches to environmental economics," Journal of Environmental Economics and Management, Elsevier, vol. 57(1), pages 21-44, January.
    43. Jie He & Yue He & Bing Zhang, 2024. "Income Elasticity of Willingness to Pay for Better Air Quality: Effect of a Private Environmental Substitute," Land Economics, University of Wisconsin Press, vol. 100(3), pages 505-525.
    44. Bishop, Kelly C. & Kuminoff, Nicolai V. & Mathes, Sophie M. & Murphy, Alvin D., 2024. "The marginal cost of mortality risk reduction: Evidence from housing markets," Journal of Urban Economics, Elsevier, vol. 139(C).
    45. Baumgärtner, Stefan & Drupp, Moritz A. & Meya, Jasper N. & Munz, Jan M. & Quaas, Martin F., 2017. "Income inequality and willingness to pay for environmental public goods," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 35-61.
    46. Sugandha D. Tuladhar, Sebastian Mankowski, and Paul Bernstein, 2014. "Interaction Effects of Market-Based and Command-and-Control Policies," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
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    More about this item

    Keywords

    Air pollution; Migration; Environmental policy;
    All these keywords.

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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