IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/12495.html
   My bibliography  Save this paper

Structural Change and the Supply of Agricultural Workers

Author

Listed:
  • Porzio, Tommaso
  • Santangelo, Gabriella

Abstract

What explains labor reallocation out of agriculture? We show that decreases in the supply of agricultural workers, due to younger birth-cohorts having skills which are more valued out of agriculture, play a major, and previously overlooked, role. First, we use micro data from 52 countries to decompose aggregate labor reallocation into year and cohort effects. Cohort effects accounts for more than half of overall reallocation. Then, we develop an overlapping generations model to provide an analytical and parsimonious map from the statistical objects, year and cohort effects, into the structural objects of interest, demand and supply of agricultural workers. The map is modulated by mobility frictions and general equilibrium, which we discipline with micro data. Filtering the data through the model, we conclude that decreases in the supply of agricultural workers account for a sizable fraction, approximately one third, of labor reallocation. Finally, we show that, both within and across countries, larger increases in schooling across cohorts are correlated with faster reallocation out of agriculture, suggesting that human capital determines the supply of agricultural workers. We provide further, and causal, evidence on the role of human capital by showing that a school construction program in Indonesia led to labor reallocation out of agriculture.

Suggested Citation

  • Porzio, Tommaso & Santangelo, Gabriella, 2017. "Structural Change and the Supply of Agricultural Workers," CEPR Discussion Papers 12495, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:12495
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP12495
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    2. Berthold Herrendorf & Todd Schoellman, 2015. "Why is Measured Productivity so Low in Agriculture?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(4), pages 1003-1022, October.
    3. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    4. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    5. Timo Boppart, 2014. "Structural Change and the Kaldor Facts in a Growth Model With Relative Price Effects and Non‐Gorman Preferences," Econometrica, Econometric Society, vol. 82, pages 2167-2196, November.
    6. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    7. Matsuyama, Kiminori, 1992. "Agricultural productivity, comparative advantage, and economic growth," Journal of Economic Theory, Elsevier, vol. 58(2), pages 317-334, December.
    8. Diego Comin & Danial Lashkari & Martí Mestieri, 2021. "Structural Change With Long‐Run Income and Price Effects," Econometrica, Econometric Society, vol. 89(1), pages 311-374, January.
    9. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    10. Echevarria, Cristina, 1997. "Changes in Sectoral Composition Associated with Economic Growth," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(2), pages 431-452, May.
    11. Piyabha Kongsamut & Sergio Rebelo & Danyang Xie, 2001. "Beyond Balanced Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(4), pages 869-882.
    12. Mr. Sergio Rebelo & Ms. Piyabha Kongsamut & Danyang Xie, 2001. "Beyond Balanced Growth," IMF Working Papers 2001/085, International Monetary Fund.
    13. L. Rachel Ngai & Christopher A. Pissarides, 2007. "Structural Change in a Multisector Model of Growth," American Economic Review, American Economic Association, vol. 97(1), pages 429-443, March.
    14. Daron Acemoglu & Veronica Guerrieri, 2008. "Capital Deepening and Nonbalanced Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 467-498, June.
    15. Kaivan Munshi & Mark Rosenzweig, 2016. "Networks and Misallocation: Insurance, Migration, and the Rural-Urban Wage Gap," American Economic Review, American Economic Association, vol. 106(1), pages 46-98, January.
    16. Christopher Udry & Douglas Gollin, 2017. "Heterogeneity, Measurement and Misallocation in African Agriculture," 2017 Meeting Papers 716, Society for Economic Dynamics.
    17. Douglas Gollin & Stephen Parente & Richard Rogerson, 2002. "The Role of Agriculture in Development," American Economic Review, American Economic Association, vol. 92(2), pages 160-164, May.
    18. repec:oup:qjecon:v:129:y:2013:i:1:p:61-103 is not listed on IDEAS
    19. Joan Hamory & Marieke Kleemans & Nicholas Y Li & Edward Miguel, 2021. "Reevaluating Agricultural Productivity Gaps with Longitudinal Microdata," Journal of the European Economic Association, European Economic Association, vol. 19(3), pages 1522-1555.
    20. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    21. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    22. Robert E. Lucas, Jr., 2004. "Life Earnings and Rural-Urban Migration," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 29-59, February.
    23. Berthold Herrendorf & Christopher Herrington & Ákos Valentinyi, 2015. "Sectoral Technology and Structural Transformation," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 104-133, October.
    24. Alwyn Young, 2013. "Inequality, the Urban-Rural Gap, and Migration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1727-1785.
    25. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    26. repec:hoo:wpaper:e-92-3 is not listed on IDEAS
    27. Jorge Alvarez, 2017. "The Agricultural Wage Gap: Evidence from Brazilian Micro-data," 2017 Meeting Papers 825, Society for Economic Dynamics.
    28. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    29. Gharad Bryan & Melanie Morten, 2017. "The Aggregate Productivity Effects of Internal Migration: Evidence from Indonesia," NBER Working Papers 23540, National Bureau of Economic Research, Inc.
    30. Melanie Morten, 2016. "Temporary Migration and Endogenous Risk Sharing in Village India," NBER Working Papers 22159, National Bureau of Economic Research, Inc.
    31. Donghoon Lee & Kenneth I. Wolpin, 2006. "Intersectoral Labor Mobility and the Growth of the Service Sector," Econometrica, Econometric Society, vol. 74(1), pages 1-46, January.
    32. Todd Schoellman & Bart Hobijn, 2017. "Structural Transformation by Cohort," 2017 Meeting Papers 1417, Society for Economic Dynamics.
    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. Ying Feng & David Lagakos & James E. Rauch, 2018. "Unemployment and Development," NBER Working Papers 25171, National Bureau of Economic Research, Inc.
    2. Fabian Eckert & Michael Peters, 2018. "Spatial Structural Change," 2018 Meeting Papers 98, Society for Economic Dynamics.
    3. Stefan Mann, 2021. "Synthesizing Knowledge about Structural Change in Agriculture: The Integration of Disciplines and Aggregation Levels," Agriculture, MDPI, vol. 11(7), pages 1-14, June.

    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. Porzio, Tommaso & Santangelo, Gabriella, 2017. "Human Capital and Structural Change," University of California at San Diego, Economics Working Paper Series qt1ws4x2fg, Department of Economics, UC San Diego.
    2. Porzio, T. & Santangelo, G., 2019. "Does Schooling Cause Structural Transformation?," Cambridge Working Papers in Economics 1925, Faculty of Economics, University of Cambridge.
    3. Porzio, Tommaso & Rossi, Federico & Santangelo, Gabriella, 2020. "The Human Side of Structural Transformation," The Warwick Economics Research Paper Series (TWERPS) 1297, University of Warwick, Department of Economics.
    4. Fabian Eckert & Michael Peters, 2018. "Spatial Structural Change," 2018 Meeting Papers 98, Society for Economic Dynamics.
    5. Gray, Elie & Grimaud, André & Le Bris, David, 2018. "The Farmer, the Blue-collar, and the Monk: Understanding economic development through saturations of demands and non-homothetic productivity gains," TSE Working Papers 18-906, Toulouse School of Economics (TSE).
    6. Elie Gray & André Grimaud & David Le Bris, 2018. "The Farmer, the Blue-collar, and the Monk: Understanding Economic Development through Saturations of Demands and Non-Homothetic Productivity Gains," CESifo Working Paper Series 6970, CESifo.
    7. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    8. Diego Comin & Danial Lashkari & Martí Mestieri, 2021. "Structural Change With Long‐Run Income and Price Effects," Econometrica, Econometric Society, vol. 89(1), pages 311-374, January.
    9. Alonso-Carrera, Jaime & Raurich, Xavier, 2018. "Labor mobility, structural change and economic growth," Journal of Macroeconomics, Elsevier, vol. 56(C), pages 292-310.
    10. Comunale, Mariarosaria & Felice, Giulia, 2022. "Trade and structural change: An empirical investigation," International Economics, Elsevier, vol. 171(C), pages 58-79.
    11. Berthold Herrendorf & Todd Schoellman, 2018. "Wages, Human Capital, and Barriers to Structural Transformation," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(2), pages 1-23, April.
    12. Margarida Duarte & Diego Restuccia, 2020. "Relative Prices and Sectoral Productivity," Journal of the European Economic Association, European Economic Association, vol. 18(3), pages 1400-1443.
    13. Chen, Chaoran, 2020. "Technology adoption, capital deepening, and international productivity differences," Journal of Development Economics, Elsevier, vol. 143(C).
    14. Gallipoli, Giovanni & Makridis, Christos A., 2018. "Structural transformation and the rise of information technology," Journal of Monetary Economics, Elsevier, vol. 97(C), pages 91-110.
    15. Marcolino, Marcos, 2022. "Accounting for structural transformation in the U.S," Journal of Macroeconomics, Elsevier, vol. 71(C).
    16. Perez Sebastian,Fidel & Steinbuks,Jevgenijs & Feres,Jose Gustavo & Trotter,Ian Michael, 2020. "Electricity Access and Structural Transformation : Evidence from Brazil's Electrification," Policy Research Working Paper Series 9182, The World Bank.
    17. Jaime Alonso-Carrera & María Jesús Freire-Serén & Xavier Raurich, 2017. "Anatomizing the Mechanics of Structural Change," UB School of Economics Working Papers 2017/360, University of Barcelona School of Economics.
    18. Afolabi Tunde Ahmed & Tsimisaraka Raymondo Sandra Marcelline & Sabi Couscous Mouhamadou Nazirou, 2021. "Empirical Study of the Impact of Governance on Economic Structural Change: Evidence from Sub-Saharan African Countries," International Journal of Science and Business, IJSAB International, vol. 5(8), pages 260-277.
    19. Monteforte, Fabio, 2020. "Structural change, the push-pull hypothesis and the Spanish labour market," Economic Modelling, Elsevier, vol. 86(C), pages 148-169.
    20. Kevin Genna & Christian Ghiglino & Kazuo Nishimura & Alain Venditti, 2021. "Knowledge-Based Structural Change," AMSE Working Papers 2119, Aix-Marseille School of Economics, France.

    More about this item

    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:cpr:ceprdp:12495. 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: the person in charge (email available below). General contact details of provider: https://www.cepr.org .

    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.