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Does the Common Agricultural Policy Reduce Farm Labour Migration? Panel data analysis across EU regions

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  • Olper,Alessandro,
  • Raimondi,Valentina
  • Cavicchioli,Daniele
  • Vigani,Mauro

Abstract

This paper deals with the determinants of labour out-migration from agriculture across 149 EU regions over the 1990–2008 period. The central aim is to shed light on the role played by payments from the common agricultural policy (CAP) on this important adjustment process. Using static and dynamic panel data estimators, we show that standard neoclassical drivers, like relative income and the relative labour share, represent significant determinants of the intersectoral migration of agricultural labour. Overall, CAP payments contributed significantly to job creation in agriculture, although the magnitude of the economic effect was rather moderate. We also find that pillar I subsidies exerted an effect approximately two times greater than that of pillar II payments.

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  • Olper,Alessandro, & Raimondi,Valentina & Cavicchioli,Daniele & Vigani,Mauro, 2012. "Does the Common Agricultural Policy Reduce Farm Labour Migration? Panel data analysis across EU regions," Factor Markets Working Papers 133, Centre for European Policy Studies.
    • Handle: RePEc:eps:fmwppr:133
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    1. Salvioni, Cristina & Sciulli, Dario, 2011. "Impact of Rural Development Policy and Less Favored Areas Scheme: A Difference in Difference Matching Approach," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 115988, European Association of Agricultural Economists.
    2. Catherine Benjamin & Ayal Kimhi, 2006. "Farm work, off-farm work, and hired farm labour: estimating a discrete-choice model of French farm couples' labour decisions," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 33(2), pages 149-171, June.
    3. Becker, Sascha O. & Egger, Peter H. & von Ehrlich, Maximilian, 2012. "Too much of a good thing? On the growth effects of the EU's regional policy," European Economic Review, Elsevier, vol. 56(4), pages 648-668.
    4. 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.
    5. Ashok K. Mishra & Barry K. Goodwin, 1997. "Farm Income Variability and the Supply of Off-Farm Labor," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 880-887.
    6. Joakim Gullstrand & Kerem Tezic, 2008. "Who leaves after entering the primary sector? Evidence from Swedish micro-level data," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 35(1), pages 1-28, March.
    7. Andrea Pufahl & Christoph R. Weiss, 2009. "Evaluating the effects of farm programmes: results from propensity score matching," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(1), pages 79-101, March.
    8. 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.
    9. Dewbre, Joe & Mishra, Ashok K., 2007. "Impact of Program Payments on Time Allocation and Farm Household Income," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 39(3), pages 1-17, December.
    10. 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.
    11. Butzer, Rita & Mundlak, Yair & Larson, Donald F., 2003. "Intersectoral Migration in Southeast Asia: Evidence from Indonesia, Thailand, and the Philippines," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 35(Supplemen), pages 1-13.
    12. Smith, Richard J & Blundell, Richard W, 1986. "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, Econometric Society, vol. 54(3), pages 679-685, May.
    13. Joe Dewbre, 2006. "The Impact of Coupled and Decoupled Government Subsidies on Off-Farm Labor Participation of U.S. Farm Operators," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 393-408.
    14. Gunnar Breustedt & Thomas Glauben, 2007. "Driving Forces behind Exiting from Farming in Western Europe," Journal of Agricultural Economics, Wiley Blackwell, vol. 58(1), pages 115-127, February.
    15. 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.
    16. 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.
    17. Becker, Sascha O. & Egger, Peter H. & von Ehrlich, Maximilian, 2010. "Going NUTS: The effect of EU Structural Funds on regional performance," Journal of Public Economics, Elsevier, vol. 94(9-10), pages 578-590, October.
    18. Larson, Donald & Mundlak, Yair, 1997. "On the Intersectoral Migration of Agricultural Labor," Economic Development and Cultural Change, University of Chicago Press, vol. 45(2), pages 295-319, January.
    19. Esposti, Roberto, 2011. "Evaluating the CAP Reform as a multiple treatment effect: evidence from Italian farms," 122nd Seminar, February 17-18, 2011, Ancona, Italy 100216, European Association of Agricultural Economists.
    20. Sergio H. Lence & Ashok K. Mishra, 2003. "The Impacts of Different Farm Programs on Cash Rents," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(3), pages 753-761.
    21. Thomas Glauben & Hendrik Tietje & Christoph Weiss, 2006. "Agriculture on the move: Exploring regional differences in farm exit rates in Western Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 26(1), pages 103-118, March.
    22. Hansen, Heiko & Herrmann, Roland, 2012. "The two dimensions of policy impacts on economic cohesion: Concept and illustration for the CAP," Food Policy, Elsevier, vol. 37(4), pages 483-491.
    23. D'Antoni, Jeremy M. & Mishra, Ashok K., 2010. "Agricultural Policy and Its Impact on Labor Migration from Agriculture," 2010 Annual Meeting, February 6-9, 2010, Orlando, Florida 56426, Southern Agricultural Economics Association.
    24. Anders, Sven & Harsche, Johannes & Herrmann, Roland & Salhofer, Klaus, 2004. "Regional income effects of producer support under the CAP," Cahiers d'Economie et de Sociologie Rurales (CESR), Institut National de la Recherche Agronomique (INRA), vol. 73.
    25. Barry K. Goodwin & Matthew T. Holt, 2002. "Parametric and Semiparametric Modeling of the Off-Farm Labor Supply of Agrarian Households in Transition Bulgaria," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(1), pages 184-209.
    26. Ky–sti Pietola & Minna V”re & Alfons Oude Lansink, 2003. "Timing and type of exit from farming: farmers' early retirement programmes in Finland," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 30(1), pages 99-116, March.
    27. John E. Lee, 1965. "Allocating Farm Resources between Farm and Nonfarm Uses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 47(1), pages 83-92.
    28. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    29. Douarin, Elodie, 2008. "Do decoupled payments really encourage farmers to work more off farm? A micro-level analysis of incentives and preferences," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 44024, European Association of Agricultural Economists.
    30. Mundlak, Yair, 1979. "Intersectoral factor mobility and agricultural growth:," Research reports 6, International Food Policy Research Institute (IFPRI).
    31. Thia C. Hennessy & Tahir Rehman, 2008. "Assessing the Impact of the ‘Decoupling’ Reform of the Common Agricultural Policy on Irish Farmers’ Off‐farm Labour Market Participation Decisions," Journal of Agricultural Economics, Wiley Blackwell, vol. 59(1), pages 41-56, February.
    32. 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.
    33. Pavel Ciaian & d’Artis Kancs, 2012. "The Capitalization of Area Payments into Farmland Rents: Micro Evidence from the New EU Member States," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 60(4), pages 517-540, December.
    34. Berlinschi, Ruxanda & Van Herck, Kristine, 2011. "Farm Subsidies and Agricultural Employment: The Education Channel," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114248, European Association of Agricultural Economists.
    35. Woldehanna, Tassew & Lansink, Alfons Oude & Peerlings, Jack, 2000. "Off-farm work decisions on Dutch cash crop farms and the 1992 and Agenda 2000 CAP reforms," Agricultural Economics, Blackwell, vol. 22(2), pages 163-171, March.
    36. repec:lic:licosd:29311 is not listed on IDEAS
    37. Butzer, Rita & Larson, Donald F & Mundlak, Yair, 2002. "Intersectoral Migration in Venezuela," Economic Development and Cultural Change, University of Chicago Press, vol. 50(2), pages 227-248, January.
    38. Besley, Timothy & Case, Anne, 2000. "Unnatural Experiments? Estimating the Incidence of Endogenous Policies," Economic Journal, Royal Economic Society, vol. 110(467), pages 672-694, November.
    39. Barrett E. Kirwan, 2009. "The Incidence of U.S. Agricultural Subsidies on Farmland Rental Rates," Journal of Political Economy, University of Chicago Press, vol. 117(1), pages 138-164, February.
    40. Hisham El-Osta & Ashok Mishra & Mary Ahearn, 2004. "Labor Supply by Farm Operators Under “Decoupled” Farm Program Payments," Review of Economics of the Household, Springer, vol. 2(4), pages 367-385, August.
    41. Dennis, Benjamin N. & Iscan, Talan B., 2007. "Productivity growth and agricultural out-migration in the United States," Structural Change and Economic Dynamics, Elsevier, vol. 18(1), pages 52-74, March.
    42. Benjamin, Catherine & Kimhi, Ayal, 2003. "Farm Work, Off-Farm Work, And Hired Farm Labor: Estimating A Discrete-Choice Model Of French Farm Couples' Labor Decisions," Discussion Papers 14990, Hebrew University of Jerusalem, Department of Agricultural Economics and Management.
    43. Pavel Ciaian & d'Artis Kancs & Sergio Gomez y Paloma, 2010. "Distributional Effects of CAP Subsidies: Micro Evidence from the EU," EERI Research Paper Series EERI_RP_2010_05, Economics and Econometrics Research Institute (EERI), Brussels.
    44. Martin Petrick & Patrick Zier, 2011. "Regional employment impacts of Common Agricultural Policy measures in Eastern Germany: a difference‐in‐differences approach," Agricultural Economics, International Association of Agricultural Economists, vol. 42(2), pages 183-193, March.
    45. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    46. 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.
    47. Roberto Esposti, 2007. "Regional Growth and Policies in the European Union: Does the Common Agricultural Policy Have a Counter-Treatment Effect?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(1), pages 116-134.
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    Cited by:

    1. Nicola GALLUZZO, 2016. "Role Of Financial Subsidies Allocated By The Common Agricultural Policy In Reducing Out Emigration In Italian Countryside," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 10(2), pages 50-63, December.
    2. repec:lic:licosd:31512 is not listed on IDEAS
    3. Dries, Liesbeth & Ciaian, Pavel & Kancs, d’Artis, 2012. "Job creation and job destruction in EU agriculture," Food Policy, Elsevier, vol. 37(6), pages 600-608.
    4. Tocco,Barbara & Bailey, Alastair & Davidova, Sophia, 2013. "Determinants to Leave Agriculture and Change Occupational Sector: Evidence from an Enlarged EU," Factor Markets Working Papers 158, Centre for European Policy Studies.
    5. Olper, Alessandro & Raimondi, Valentina & Bertoni, Danilo & Cavicchioli, Daniele, 2013. "Patterns and Determinants of Off-Farm Migration: Transfer frictions and persistency of relative income gaps," Working papers 144006, Factor Markets, Centre for European Policy Studies.
    6. Tocco, Barbara & Davidova, Sophia & Bailey, Alastair, 2013. "The Impact of CAP Payments on the Exodus of Labour from Agriculture in Selected EU Member States," Working papers 160742, Factor Markets, Centre for European Policy Studies.
    7. Lillemets, Jüri & Fertő, Imre & Viira, Ants-Hannes, 2022. "The socioeconomic impacts of the CAP: Systematic literature review," Land Use Policy, Elsevier, vol. 114(C).
    8. Kaditi, Eleni A., 2013. "The Impact of CAP Reforms on Farm Labour Structure," Working papers 157914, Factor Markets, Centre for European Policy Studies.
    9. Francesco Mantino, 2017. "Employment Effects of the CAP in Italian Agriculture: Territorial Diversity and Policy Effectiveness," EuroChoices, The Agricultural Economics Society, vol. 16(3), pages 12-17, December.
    10. Zier, Patrick, 2013. "Econometric impact assessment of the Common Agricultural Policy in East German agriculture," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 71, number 71.
    11. Kaditi, Eleni, 2013. "The Impact of CAP Reforms on Farm Labour Structure," Factor Markets Working Papers 177, Centre for European Policy Studies.
    12. Bartolini, Fabio & Brunori, Gianluca & Coli, Alessandra & Landi, Chiara & Pacini, Barbara, 2015. "Assessing the Causal Effect of Decoupled Payments on farm labour in Tuscany Using Propensity Score Methods," 2015 Conference, August 9-14, 2015, Milan, Italy 211200, International Association of Agricultural Economists.

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    More about this item

    JEL classification:

    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J43 - Labor and Demographic Economics - - Particular Labor Markets - - - Agricultural Labor Markets
    • J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General

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