IDEAS home Printed from https://ideas.repec.org/p/bfr/banfra/1037.html

Income Smoothing Across EU Regions: a Panel Decomposition of Adjustment Channels

Author

Listed:
  • Etienne Farvaque
  • Jean-Baptiste Gossé
  • Camille Jehle

Abstract

Households across European Union regions face diverse economic shocks impacting wage income and welfare. Understanding the channels through which households adjust their income is crucial for assessing regional resilience. Here we analyze regional (NUTS2) data from 2000 to 2020, decomposing income smoothing into public transfers, property income, self-employment and housing income, and demographic changes. We find that approximately 30% of wage shocks are smoothed in the EU, rising to more than 40% in the euro area and 60% in Western Europe, with transfers and self-employment/housing income as the primary adjustment mechanisms. Property income plays a strong role in Western Europe, particularly during recessions, while migration contributes modestly but significantly to smoothing in Southern and Western Europe. Our analysis reveals distinct regional patterns, delineating core, semi-peripheral, and peripheral groups with varying smoothing capacities. These findings highlight substantial regional heterogeneity in income adjustment, underscoring the multi-speed nature of economic integration and the importance of tailored policies to enhance household resilience across Europe.

Suggested Citation

  • Etienne Farvaque & Jean-Baptiste Gossé & Camille Jehle, 2026. "Income Smoothing Across EU Regions: a Panel Decomposition of Adjustment Channels," Working papers 1037, Banque de France.
  • Handle: RePEc:bfr:banfra:1037
    as

    Download full text from publisher

    File URL: https://www.banque-france.fr/system/files/2026-03/WP1037.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Martín Fuentes, Natalia & Born, Alexandra & Bremus, Franziska & Kastelein, Wieger & Lambert, Claudia, 2023. "A deep dive into the capital channel of risk sharing in the euro area," Working Paper Series 2864, European Central Bank.
    2. Stefano G. Athanasoulis & Eric van Wincoop, 2001. "Risk Sharing Within The United States: What Do Financial Markets And Fiscal Federalism Accomplish?," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 688-698, November.
    3. Gilles Dufrénot & Jean-Baptiste Gossé & Caroline Clerc, 2021. "Risk sharing in Europe: new empirical evidence on the capital markets channel," Applied Economics, Taylor & Francis Journals, vol. 53(2), pages 262-276, January.
    4. M Ayhan Kose & Eswar Prasad & Kenneth Rogoff & Shang-Jin Wei, 2009. "Financial Globalization: A Reappraisal," IMF Staff Papers, Palgrave Macmillan, vol. 56(1), pages 8-62, April.
    5. Deaton, Angus, 1992. "Understanding Consumption," OUP Catalogue, Oxford University Press, number 9780198288244.
    6. John Kennan & James R. Walker, 2011. "The Effect of Expected Income on Individual Migration Decisions," Econometrica, Econometric Society, vol. 79(1), pages 211-251, January.
    7. Krueger, Dirk & Malkov, Egor & Perri, Fabrizio, 2024. "How do households respond to income shocks?," Journal of Economic Dynamics and Control, Elsevier, vol. 168(C).
    8. Raj Chetty & John N Friedman & Michael Stepner & Opportunity Insights Team & Camille Baker & Harvey Barnhard & Matt Bell & Gregory Bruich & Tina Chelidze & Lucas Chu & Westley Cineus & Sebi Devlin-Fol, 2024. "The Economic Impacts of COVID-19: Evidence from a New Public Database Built Using Private Sector Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 829-889.
    9. Davide Furceri & Aleksandra Zdzienicka, 2015. "The Euro Area Crisis: Need for a Supranational Fiscal Risk Sharing Mechanism?," Open Economies Review, Springer, vol. 26(4), pages 683-710, September.
    10. Mai Dao & Davide Furceri & Prakash Loungani, 2017. "Regional Labor Market Adjustment in the United States: Trend and Cycle," The Review of Economics and Statistics, MIT Press, vol. 99(2), pages 243-257, May.
    11. Asdrubali, Pierfederico & Kim, Soyoung & Pericoli, Filippo Maria & Poncela, Pilar, 2023. "Risk sharing channels in OECD countries: A heterogeneous panel VAR approach," Journal of International Money and Finance, Elsevier, vol. 131(C).
    12. Vanda Almeida & Salvador Barrios & Michael Christl & Silvia Poli & Alberto Tumino & Wouter Wielen, 2021. "The impact of COVID-19 on households´ income in the EU," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(3), pages 413-431, September.
    13. Bayoumi, Tamim & Masson, Paul R., 1995. "Fiscal flows in the United States and Canada: Lessons for monetary union in Europe," European Economic Review, Elsevier, vol. 39(2), pages 253-274, February.
    14. Ezcurra, Roberto & Rodríguez-Pose, Andrés, 2013. "Does Economic Globalization affect Regional Inequality? A Cross-country Analysis," World Development, Elsevier, vol. 52(C), pages 92-103.
    15. Rodriguez-Pose, Andres & Gill, Nicholas, 2006. "How does trade affect regional disparities?," World Development, Elsevier, vol. 34(7), pages 1201-1222, July.
    16. Simona Iammarino & Andrés Rodriguez-Pose & Michael Storper, 2019. "Regional inequality in Europe: evidence, theory and policy implications," Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 273-298.
    17. Roel Beetsma & Simone Cima & Jacopo Cimadomo, 2021. "Fiscal Transfers without Moral Hazard?," International Journal of Central Banking, International Journal of Central Banking, vol. 17(3), pages 95-153, September.
    18. Francisco J. Buera & Joseph P. Kaboski, 2012. "The Rise of the Service Economy," American Economic Review, American Economic Association, vol. 102(6), pages 2540-2569, October.
    19. Daron Acemoglu & Pascual Restrepo, 2024. "Automation and Rent Dissipation: Implications for Wages, Inequality, and Productivity," NBER Working Papers 32536, National Bureau of Economic Research, Inc.
    20. M Ayhan Kose & Eswar Prasad & Kenneth Rogoff & Shang-Jin Wei, 2009. "Financial Globalization: A Reappraisal," IMF Staff Papers, Palgrave Macmillan, vol. 56(1), pages 8-62, April.
    21. Fiorelli, Cristiana & Giannini, Massimo & Martini, Barbara, 2022. "Private and public risk sharing across Italian regions," Journal of Macroeconomics, Elsevier, vol. 74(C).
    22. Brennan, M. J. & Solnik, B., 1989. "International risk sharing and capital mobility," Journal of International Money and Finance, Elsevier, vol. 8(3), pages 359-373, September.
    23. Linda Andersson, 2008. "Fiscal Flows and Financial Markets: To What Extent Do They Provide Risk Sharing within Sweden?," Regional Studies, Taylor & Francis Journals, vol. 42(7), pages 1003-1011.
    24. Xun Lu & Liangjun Su, 2017. "Determining the number of groups in latent panel structures with an application to income and democracy," Quantitative Economics, Econometric Society, vol. 8(3), pages 729-760, November.
    25. Cimadomo, Jacopo & Giuliodori, Massimo & Lengyel, Andras & Mumtaz, Haroon, 2023. "Changing patterns of risk-sharing channels in the United States and the euro area," Working Paper Series 2849, European Central Bank.
    26. Krueger, Dirk & Malkov, Egor & Perri, Fabrizio, 2024. "Reprint of: How do households respond to income shocks?," Journal of Economic Dynamics and Control, Elsevier, vol. 169(C).
    27. Balli, F. & Pericoli, F.M. & Pierucci, E., 2014. "Foreign portfolio diversification and risk-sharing," Economics Letters, Elsevier, vol. 125(2), pages 187-190.
    28. Matías Braun & Borja Larrain, 2005. "Finance and the Business Cycle: International, Inter‐Industry Evidence," Journal of Finance, American Finance Association, vol. 60(3), pages 1097-1128, June.
    29. Dirk Krueger & Egor Malkov & Fabrizio Perri, 2023. "How Do Households Respond to Income Shocks?," Staff Report 655, Federal Reserve Bank of Minneapolis.
    30. Melitz, Jacques & Zumer, Frederic, 1999. "Interregional and international risk-sharing and lessons for EMU," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 51(1), pages 149-188, December.
    31. Asdrubali, Pierfederico & Kim, Soyoung & Park, Haerang, 2025. "Asymmetric international risk sharing and the business cycle," Journal of International Money and Finance, Elsevier, vol. 156(C).
    32. Yosha, Oved & Sørensen, Bent E & Kalemli-Özcan, Sebnem, 2004. "Asymmetric Shocks and Risk Sharing in a Monetary Union: Updated Evidence and Policy Implications for Europe," CEPR Discussion Papers 4463, C.E.P.R. Discussion Papers.
    33. repec:spo:wpmain:info:hdl:2441/765 is not listed on IDEAS
    34. Mario J. Crucini, 1999. "On International and National Dimensions of Risk Sharing," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 73-84, February.
    35. repec:spo:wpecon:info:hdl:2441/765 is not listed on IDEAS
    36. Plamen Nikolov & Paolo Pasimeni, 2023. "Fiscal Stabilization in the United States: Lessons for Monetary Unions," Open Economies Review, Springer, vol. 34(1), pages 113-153, February.
    37. Kohler, Wilhelm & Müller, Gernot J. & Wellmann, Susanne, 2023. "Risk sharing in currency unions: The migration channel," European Economic Review, Elsevier, vol. 158(C).
    38. Kaufmann, Christoph & Attinasi, Maria Grazia & Hauptmeier, Sebastian, 2023. "Macroeconomic stabilisation properties of a euro area unemployment insurance scheme," Journal of Economic Dynamics and Control, Elsevier, vol. 153(C).
    39. Alcidi, Cinzia & D’Imperio, Paolo & Thirion, Gilles, 2023. "Risk-sharing and consumption-smoothing patterns in the US and the Euro Area: A comprehensive comparison," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 58-69.
    40. Carmelo Petraglia & Eleonora Pierucci & Domenico Scalera, 2018. "Redistribution and risk sharing in Italy: learning from the past," Regional Studies, Taylor & Francis Journals, vol. 52(2), pages 285-297, February.
    41. David Parsley & Helen Popper, 2021. "Risk Sharing in a Politically Divided Monetary Union," Open Economies Review, Springer, vol. 32(4), pages 649-669, September.
    42. Matthew J. Notowidigdo, 2020. "The Incidence of Local Labor Demand Shocks," Journal of Labor Economics, University of Chicago Press, vol. 38(3), pages 687-725.
    43. Atif Mian & Kamalesh Rao & Amir Sufi, 2013. "Household Balance Sheets, Consumption, and the Economic Slump," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1687-1726.
    44. Pierfederico Asdrubali & Simone Tedeschi & Luigi Ventura, 2020. "Household risk‐sharing channels," Quantitative Economics, Econometric Society, vol. 11(3), pages 1109-1142, July.
    45. Kalemli-Ozcan, Sebnem & Sørensen, Bent E & Yosha, Oved, 2004. "Asymmetric Shocks and Risk Sharing in a Monetary Union: Updated Evidence and Policy Implications for Europe," CEPR Discussion Papers 4463, C.E.P.R. Discussion Papers.
    46. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LLC, vol. 7(3), pages 281-312, September.
    47. Beetsma, Roel & Cimadomo, Jacopo & van Spronsen, Josha, 2024. "One scheme fits all: A central fiscal capacity for the EMU targeting eurozone, national and regional shocks," European Economic Review, Elsevier, vol. 165(C).
    48. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    49. Liangjun Su & Zhentao Shi & Peter C. B. Phillips, 2016. "Identifying Latent Structures in Panel Data," Econometrica, Econometric Society, vol. 84, pages 2215-2264, November.
    50. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Martín Fuentes, Natalia & Born, Alexandra & Bremus, Franziska & Kastelein, Wieger & Lambert, Claudia, 2023. "A deep dive into the capital channel of risk sharing in the euro area," Working Paper Series 2864, European Central Bank.
    2. Fiorelli, Cristiana & Giannini, Massimo & Martini, Barbara, 2022. "Private and public risk sharing across Italian regions," Journal of Macroeconomics, Elsevier, vol. 74(C).
    3. Cimadomo, Jacopo & Gordo Mora, Esther & Palazzo, Alessandra Anna, 2022. "Enhancing private and public risk sharing: lessons from the literature and reflections on the COVID-19 crisis," Occasional Paper Series 306, European Central Bank.
    4. Asdrubali, Pierfederico & Kim, Soyoung & Park, Haerang, 2025. "Asymmetric international risk sharing and the business cycle," Journal of International Money and Finance, Elsevier, vol. 156(C).
    5. Alcidi, Cinzia & D'Imperio, Paolo & Thirion, Gilles, 2025. "Shock absorption via savings in the EMU: The role of international and public mechanisms," European Journal of Political Economy, Elsevier, vol. 90(PA).
    6. Faruk Balli & Syed Basher & Rosmy Jean Louis, 2012. "Channels of risk-sharing among Canadian provinces: 1961–2006," Empirical Economics, Springer, vol. 43(2), pages 763-787, October.
    7. Vinci, Francesca & Schang, Christopher, 2024. "Marrying fiscal rules & investment: a central fiscal capacity for Europe," Working Paper Series 2962, European Central Bank.
    8. Bofinger, Peter & Feld, Lars P. & Schmidt, Christoph M. & Schnabel, Isabel & Wieland, Volker, 2018. "Vor wichtigen wirtschaftspolitischen Weichenstellungen. Jahresgutachten 2018/19 [Setting the Right Course for Economic Policy. Annual Report 2018/19]," Annual Economic Reports / Jahresgutachten, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung, volume 127, number 201819.
    9. Gilles Dufrénot & Jean-Baptiste Gossé & Caroline Clerc, 2021. "Risk sharing in Europe: new empirical evidence on the capital markets channel," Applied Economics, Taylor & Francis Journals, vol. 53(2), pages 262-276, January.
    10. Pilar Poncela & Filippo Pericoli & Anna Manca & Filippo Michela Nardo, 2016. "Risk Sharing in Europe," JRC Research Reports JRC104621, Joint Research Centre.
    11. Mara Giua & Filippo Maria Pericoli & Eleonora Pierucci, 2024. "EU Cohesion Policy and Inter‐regional Risk‐sharing: First Evidence and Lessons Learned," Journal of Common Market Studies, Wiley Blackwell, vol. 62(1), pages 142-167, January.
    12. Cimadomo, Jacopo & Giuliodori, Massimo & Lengyel, Andras & Mumtaz, Haroon, 2023. "Changing patterns of risk-sharing channels in the United States and the euro area," Working Paper Series 2849, European Central Bank.
    13. Alessandro Federici & Pierluigi Montalbano, 2012. "Macroeconomic volatility, consumption behaviour and welfare: A cross-country analysis," Working Paper Series 3612, Department of Economics, University of Sussex Business School.
    14. Bokhua, Giorgi & Islamaj, Ergys, 2026. "Who Smooths the Shock ? Government and Private Saving in International Risk Sharing," Policy Research Working Paper Series 11345, The World Bank.
    15. Dolls, Mathias, 2024. "An unemployment re-insurance scheme for the eurozone? Stabilizing and redistributive effects," European Economic Review, Elsevier, vol. 170(C).
    16. Eduardo Silva & Alex Ferreira, 2023. "Risk-sharing within Brazil and South America," Empirical Economics, Springer, vol. 65(2), pages 661-695, August.
    17. Hevia, Constantino & Servén, Luis, 2018. "Assessing the degree of international consumption risk sharing," Journal of Development Economics, Elsevier, vol. 134(C), pages 176-190.
    18. Jääskelä, Jarkko, 1997. "Incomplete insurance market and its policy implication within European Monetary Union," Research Discussion Papers 8/1997, Bank of Finland.
    19. Jääskelä, Jarkko, 1997. "Incomplete insurance market and its policy implication within European Monetary Union," Bank of Finland Research Discussion Papers 8/1997, Bank of Finland.
    20. Stijn Claessens & M Ayhan Kose, 2017. "Asset prices and macroeconomic outcomes: a survey," BIS Working Papers 676, Bank for International Settlements.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bfr:banfra:1037. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Michael brassart (email available below). General contact details of provider: https://edirc.repec.org/data/bdfgvfr.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.