IDEAS home Printed from https://ideas.repec.org/p/ags/famawp/155704.html
   My bibliography  Save this paper

Determinants to Leave Agriculture and Change Occupational Sector: Evidence from an Enlarged EU

Author

Listed:
  • Tocco, Barbara
  • Bailey, Alastair
  • Davidova, Sophia

Abstract

The objective of this paper is to explore the determinants to leave agriculture and change occupational sector. We adopt a 3-step multivariate probit where we control for selection bias at two stages in the decisions to work and, at a later stage, exit agriculture. The analysis is based on the European Union Labour Force Survey data expanded with additional regional indicators. The main results suggest that younger individuals are more likely to leave farming activities, although the largest outflows of agricultural labour are mainly associated with the retirement of people. Self-employed and family workers are generally less likely to leave agriculture and those with low levels of educations are found to be significantly constrained in entering the non-farm economy. Moreover, labour market conditions at the regional level do matter for switching occupational sector. Differences in the results among the selected new member states and the EU-15 can be explained by the diverse production structures, suggesting different capacities to release and absorb labour.

Suggested Citation

  • Tocco, Barbara & Bailey, Alastair & Davidova, Sophia, 2013. "Determinants to Leave Agriculture and Change Occupational Sector: Evidence from an Enlarged EU," Working papers 155704, Factor Markets, Centre for European Policy Studies.
  • Handle: RePEc:ags:famawp:155704
    DOI: 10.22004/ag.econ.155704
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/155704/files/FM%20WP46%20Determinants%20to%20Leave%20Agriculture.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.155704?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Key, Nigel D. & Roberts, Michael J., 2008. "AJAE appendix for “Nonpecuniary Benefits to Farming: Implications for Supply Response to Decoupled Payments”," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 91(1), May.
    2. Huffman, Wallace E, 1980. "Farm and Off-Farm Work Decisions: The Role of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 62(1), pages 14-23, February.
    3. 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.
    4. Van de Ven, Wynand P. M. M. & Van Praag, Bernard M. S., 1981. "The demand for deductibles in private health insurance : A probit model with sample selection," Journal of Econometrics, Elsevier, vol. 17(2), pages 229-252, November.
    5. Ayal Kimhi, 2000. "Is Part-Time Farming Really a Step in the Way Out of Agricultural?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(1), pages 38-48.
    6. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    7. Olper, Alessandro & Raimondi, Valentina & Cavicchioli, Daniele & Vigani, Mauro, 2011. "Does Common Agricultural Policy Reduce Farm Labour Migration? A Panel Data Analysis Across EU Regions," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114597, European Association of Agricultural Economists.
    8. 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.
    9. 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.
    10. Glauben, Thomas & Tietje, Hendrik & Weiss, Christoph R., 2003. "Agriculture on the Move: Exploring Regional Differences in Farm Exit Rates," FE Working Papers 0308, Christian-Albrechts-University of Kiel, Department of Food Economics and Consumption Studies.
    11. Rizov, Marian & Swinnen, Johan F.M., 2004. "Human capital, market imperfections, and labor reallocation in transition," Journal of Comparative Economics, Elsevier, vol. 32(4), pages 745-774, December.
    12. Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
    13. Dries, Liesbeth & Swinnen, Johan F. M., 2002. "Institutional Reform and Labor Reallocation During Transition: Theory Evidence From Polish Agriculture," World Development, Elsevier, vol. 30(3), pages 457-474, March.
    14. Štefan Bojnec & Liesbeth Dries, 2005. "Causes of Changes in Agricultural Employment in Slovenia: Evidence from Micro‐data," Journal of Agricultural Economics, Wiley Blackwell, vol. 56(3), pages 399-416, December.
    15. Nigel Key & Michael J. Roberts, 2009. "Nonpecuniary Benefits to Farming: Implications for Supply Response to Decoupled Payments," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(1), pages 1-18.
    16. Bojnec, Stefan & Dries, Liesbeth & Swinnen, Johan F.M., 2003. "Human Capital And Labor Flows Out Of The Agricultural Sector: Evidence From Slovenia," 2003 Annual Meeting, August 16-22, 2003, Durban, South Africa 25803, International Association of Agricultural Economists.
    17. A. Colin Cameron & Pravin K. Trivedi, 2010. "Microeconometrics Using Stata, Revised Edition," Stata Press books, StataCorp LP, number musr, March.
    18. Nigel Key, 2005. "How much do farmers value their independence?," Agricultural Economics, International Association of Agricultural Economists, vol. 33(1), pages 117-126, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ngadi Ngadi & Andy Ahmad Zaelany & Ade Latifa & Dewi Harfina & Devi Asiati & Bayu Setiawan & Fitranita Ibnu & Triyono Triyono & Zanterman Rajagukguk, 2023. "Challenge of Agriculture Development in Indonesia: Rural Youth Mobility and Aging Workers in Agriculture Sector," Sustainability, MDPI, vol. 15(2), pages 1-15, January.
    2. Karol Pogorzelski, 2014. "Agricultural Development and Structural Change," IBS Policy Papers 5/2014, Instytut Badan Strukturalnych.
    3. Sadowski, Arkadiusz & Wojcieszak-Zbierska, Monika Małgorzata & Beba, Patrycja, 2021. "Territorial differences in agricultural investments co-financed by the European Union in Poland," Land Use Policy, Elsevier, vol. 100(C).
    4. Tocco, Barbara & Davidova, Sophia & Bailey, Alastair, 2013. "The Impact of CAP Payments on the Exodus of Labour from Agriculture in Selected EU Member States," Factor Markets Working Papers 180, Centre for European Policy Studies.
    5. Bogusz, Małgorzata & Wojcieszak-Zbierska, Monika, 2020. "Multipurpose Rural Development In Selected European Union Countries (Examples Of Implemented Projects)," Roczniki (Annals), Polish Association of Agricultural Economists and Agribusiness - Stowarzyszenie Ekonomistow Rolnictwa e Agrobiznesu (SERiA), vol. 2020(3).

    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. Tocco, Barbara & Bailey, Alastair & Davidova, Sophia & Raimondi, Valentina, 2015. "Women and Part-Time Farming: Understanding Labor Supply Decisions in Italian Farm Households," 2015 Conference, August 9-14, 2015, Milan, Italy 211932, International Association of Agricultural Economists.
    2. Tocco, Barbara & Davidova, Sophia & Bailey, Alastair Creation-Date: 2012-02, "undated". "Key Issues in Agricultural Labour Markets: A Review of Major Studies and Project Reports on Agriculture and Rural Labour Markets," Factor Markets Working Papers 126, Centre for European Policy Studies.
    3. Tocco, Barbara & Davidova, Sophia & Bailey, Alastair, 2014. "Labour adjustments in agriculture: evidence from Romania," Studies in Agricultural Economics, Research Institute for Agricultural Economics, vol. 116(2), pages 1-7, August.
    4. Tocco, Barbara & Bailey, Alastair & Davidova, Sophia, 2013. "The Reallocation of Agricultural Labour across Sectors: An Empirical Strategy for Micro Data," Working papers 155703, Factor Markets, Centre for European Policy Studies.
    5. Tocco, Barbara & Davidova, Sophia & Bailey, Alastair, 2016. "Part-Time Farming in Italy: Does Farm Size Really Matter?," 90th Annual Conference, April 4-6, 2016, Warwick University, Coventry, UK 236291, Agricultural Economics Society.
    6. Tocco, Barbara & Davidova, Sophia & Bailey, Alastair Creation-Date: 2012-02, "undated". "Commonalities and Differences in Labour Market Developments and Constraints in Different EU Regions," Factor Markets Working Papers 125, Centre for European Policy Studies.
    7. Peter Howley & Emma Dillon & Thia Hennessy, 2014. "It’s not all about the money: understanding farmers’ labor allocation choices," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 31(2), pages 261-271, June.
    8. 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.
    9. Tocco, Barbara & Davidova, Sophia & Bailey, Alastair Creation-Date: 2012-02, "undated". "Supply and Demand Side Limitations Affecting the Structure of Agriculture and the Rural Economy," Factor Markets Working Papers 124, Centre for European Policy Studies.
    10. repec:lic:licosd:31512 is not listed on IDEAS
    11. Peter Howley & Emma Dillon & Thia Hennessy, 2012. "The role of non-pecuniary benefits in the labour allocation decision of farmers," Working Papers 1202, Rural Economy and Development Programme,Teagasc.
    12. Luo, Tianyuan & Escalante, Cesar, 2014. "Determinants of Occupational Changes of U.S. Migrant Farm Workers under Recessionary Times," 2014 Annual Meeting, February 1-4, 2014, Dallas, Texas 162415, Southern Agricultural Economics Association.
    13. Jan Fałkowski & Maciej Jakubowski & Paweł Strawiński, 2014. "Returns from income strategies in rural Poland," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 22(1), pages 139-178, January.
    14. Glenn W. Harrison & Morten I. Lau & Hong Il Yoo, 2020. "Risk Attitudes, Sample Selection, and Attrition in a Longitudinal Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 102(3), pages 552-568, July.
    15. Howley, Peter, 2015. "The Happy Farmer: The Effect Of Non-Pecuniary Benefits On Farmers’ Behavior," 89th Annual Conference, April 13-15, 2015, Warwick University, Coventry, UK 204289, Agricultural Economics Society.
    16. 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.
    17. Olper, Alessandro & Raimondi, Valentina & Cavicchioli, Daniele & Vigani, Mauro, 2011. "Does Common Agricultural Policy Reduce Farm Labour Migration? A Panel Data Analysis Across EU Regions," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114597, European Association of Agricultural Economists.
    18. Peter Howley & Stephen Hynes & Cathal O'Donoghue, 2012. "Explaining the non-economic behaviour of farm foresters: The effect of productivist and lifestyle motivations," Working Papers 1203, Rural Economy and Development Programme,Teagasc.
    19. Victor Chernozhukov & Ivan Fernandez-Val & Siyi Luo, 2023. "Distribution regression with sample selection and UK wage decomposition," CeMMAP working papers 09/23, Institute for Fiscal Studies.
    20. Bhaumik, Sumon K. & Dimova, Ralitza & Nugent, Jeffrey B., 2006. "Pulls, Pushes and Entitlement Failures in Labor Markets: Does the State of Development Matter?," IZA Discussion Papers 2258, Institute of Labor Economics (IZA).
    21. Victor Chernozhukov & Ivan Fernandez-Val & Siyi Luo, 2018. "Distribution regression with sample selection, with an application to wage decompositions in the UK," CeMMAP working papers CWP68/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.

    More about this item

    Keywords

    Labor and Human Capital;

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J43 - Labor and Demographic Economics - - Particular Labor Markets - - - Agricultural Labor Markets
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets

    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:ags:famawp:155704. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/cepssbe.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.