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The inverse relationship between farm size and productivity: Refocusing the debate

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  • Helfand, Steven M.
  • Taylor, Matthew P.H.

Abstract

The relationship between farm size and productivity is a recurrent topic in development economics, almost as old as the discipline itself. This paper emphasizes the importance of choice of productivity measures in the inverse relationship literature. First, we seek to clarify the common measures, their relationships, and advantages and limitations in empirical work. Second, we argue that total factor productivity (TFP), not land productivity, is the appropriate indicator for most policy questions. Lastly, using a pseudo-panel of Brazilian farms that are aggregated at the farm size and municipality levels over the period 1985–2006, we provide new evidence on the inverse relationship between farm size and both land productivity and TFP. The inverse relationship between size and land productivity is alive and well. The relationship between TFP and size, in contrast, has evolved with modernization during this period, becoming increasingly U-shaped or even positive. Policy implications are discussed.

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  • Helfand, Steven M. & Taylor, Matthew P.H., 2021. "The inverse relationship between farm size and productivity: Refocusing the debate," Food Policy, Elsevier, vol. 99(C).
    • Handle: RePEc:eee:jfpoli:v:99:y:2021:i:c:s0306919220301810
    DOI: 10.1016/j.foodpol.2020.101977
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    as
    1. Isis Gaddis & Gbemisola Oseni & Amparo Palacios-Lopez & Janneke Pieters, 2021. "Measuring Farm Labor: Survey Experimental Evidence from Ghana," The World Bank Economic Review, World Bank, vol. 35(3), pages 604-634.
    2. Hazell, Peter & Poulton, Colin & Wiggins, Steve & Dorward, Andrew, 2010. "The Future of Small Farms: Trajectories and Policy Priorities," World Development, Elsevier, vol. 38(10), pages 1349-1361, October.
    3. Barrett, Christopher B., 1996. "On price risk and the inverse farm size-productivity relationship," Journal of Development Economics, Elsevier, vol. 51(2), pages 193-215, December.
    4. Joaquim Bento de Souza Ferreira Filho & Carlos Eduardo de Freitas Vian, 2016. "The evolving role of large and medium farms on Brazilian agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 215-225, November.
    5. Aragón, Fernando M. & Restuccia, Diego & Rud, Juan Pablo, 2022. "Are small farms really more productive than large farms?," Food Policy, Elsevier, vol. 106(C).
    6. Amartya K. Sen, 1966. "Peasants and Dualism with or without Surplus Labor," Journal of Political Economy, University of Chicago Press, vol. 74(5), pages 425-425.
    7. Peter B. R. Hazell, 2005. "Is there a future for small farms?," Agricultural Economics, International Association of Agricultural Economists, vol. 32(s1), pages 93-101, January.
    8. Andrew D. Foster & Mark R. Rosenzweig, 2022. "Are There Too Many Farms in the World? Labor Market Transaction Costs, Machine Capacities, and Optimal Farm Size," Journal of Political Economy, University of Chicago Press, vol. 130(3), pages 636-680.
    9. Helfand, Steven M. & Levine, Edward S., 2004. "Farm size and the determinants of productive efficiency in the Brazilian Center-West," Agricultural Economics, Blackwell, vol. 31(2-3), pages 241-249, December.
    10. Philip Garcia & Steven T. Sonka & Man Sik Yoo, 1982. "Farm Size, Tenure, and Economic Efficiency in a Sample of Illinois Grain Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(1), pages 119-123.
    11. Barrett, Christopher B. & Bellemare, Marc F. & Hou, Janet Y., 2010. "Reconsidering Conventional Explanations of the Inverse Productivity-Size Relationship," World Development, Elsevier, vol. 38(1), pages 88-97, January.
    12. Eswaran, Mukesh & Kotwal, Ashok, 1986. "Access to Capital and Agrarian Production Organisation," Economic Journal, Royal Economic Society, vol. 96(382), pages 482-498, June.
    13. Klaus Deininger & Songqing Jin & Yanyan Liu & Sudhir K. Singh, 2018. "Can Labor-Market Imperfections Explain Changes in the Inverse Farm Size–Productivity Relationship? Longitudinal Evidence from Rural India," Land Economics, University of Wisconsin Press, vol. 94(2), pages 239-258.
    14. Benjamin, Dwayne, 1995. "Can unobserved land quality explain the inverse productivity relationship?," Journal of Development Economics, Elsevier, vol. 46(1), pages 51-84, February.
    15. Francisca Antman & David J. McKenzie, 2007. "Earnings Mobility and Measurement Error: A Pseudo-Panel Approach," Economic Development and Cultural Change, University of Chicago Press, vol. 56(1), pages 125-161, October.
    16. Daniel Ayalew Ali & Klaus Deininger, 2015. "Is There a Farm Size–Productivity Relationship in African Agriculture? Evidence from Rwanda," Land Economics, University of Wisconsin Press, vol. 91(2), pages 317-343.
    17. Carletto, Calogero & Savastano, Sara & Zezza, Alberto, 2013. "Fact or artifact: The impact of measurement errors on the farm size–productivity relationship," Journal of Development Economics, Elsevier, vol. 103(C), pages 254-261.
    18. Arthi, Vellore & Beegle, Kathleen & De Weerdt, Joachim & Palacios-López, Amparo, 2018. "Not your average job: Measuring farm labor in Tanzania," Journal of Development Economics, Elsevier, vol. 130(C), pages 160-172.
    19. Alvarez, Antonio & Arias, Carlos, 2004. "Technical efficiency and farm size: a conditional analysis," Agricultural Economics, Blackwell, vol. 30(3), pages 241-250, May.
    20. Bevis, Leah EM. & Barrett, Christopher B., 2020. "Close to the edge: High productivity at plot peripheries and the inverse size-productivity relationship," Journal of Development Economics, Elsevier, vol. 143(C).
    21. Lamb, Russell L., 2003. "Inverse productivity: land quality, labor markets, and measurement error," Journal of Development Economics, Elsevier, vol. 71(1), pages 71-95, June.
    22. Justin Kagin & J. Edward Taylor & Antonio Yúnez-Naude, 2016. "Inverse Productivity or Inverse Efficiency? Evidence from Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 52(3), pages 396-411, March.
    23. Rada, Nicholas E. & Fuglie, Keith O., 2019. "New perspectives on farm size and productivity," Food Policy, Elsevier, vol. 84(C), pages 147-152.
    24. Binswanger, Hans P. & Deininger, Klaus & Feder, Gershon, 1995. "Power, distortions, revolt and reform in agricultural land relations," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 42, pages 2659-2772, Elsevier.
    25. Key, Nigel, 2019. "Farm size and productivity growth in the United States Corn Belt," Food Policy, Elsevier, vol. 84(C), pages 186-195.
    26. Rada, Nicholas & Helfand, Steven & Magalhães, Marcelo, 2019. "Agricultural productivity growth in Brazil: Large and small farms excel," Food Policy, Elsevier, vol. 84(C), pages 176-185.
    27. Svend Rasmussen, 2010. "Scale efficiency in Danish agriculture: an input distance--function approach," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 37(3), pages 335-367, September.
    28. Desiere, Sam & Jolliffe, Dean, 2018. "Land productivity and plot size: Is measurement error driving the inverse relationship?," Journal of Development Economics, Elsevier, vol. 130(C), pages 84-98.
    29. Juliano J. Assunção & Luis H. B. Braido, 2007. "Testing Household-Specific Explanations for the Inverse Productivity Relationship," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(4), pages 980-990.
    30. Kibrom A. Abay & Leah E. M. Bevis & Christopher B. Barrett, 2021. "Measurement Error Mechanisms Matter: Agricultural Intensification with Farmer Misperceptions and Misreporting," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 498-522, March.
    31. Calogero Carletto & Sydney Gourlay & Paul Winters, 2015. "Editor's choice From Guesstimates to GPStimates: Land Area Measurement and Implications for Agricultural Analysis," Journal of African Economies, Centre for the Study of African Economies, vol. 24(5), pages 593-628.
    32. Assunção, Juliano & Braido, Luis H.B., 2007. "AJAE Appendix: Testing Household-Specific Explanations for the Inverse Productivity Relationship," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 89(4), pages 1-8, November.
    33. Andrew Dillon & Sydney Gourlay & Kevin McGee & Gbemisola Oseni, 2019. "Land Measurement Bias and Its Empirical Implications: Evidence from a Validation Exercise," Economic Development and Cultural Change, University of Chicago Press, vol. 67(3), pages 595-624.
    34. Abay, Kibrom A. & Bevis, Leah E.M. & Barrett, Christopher B., 2019. "Measurement Error Mechanisms Matter: Agricultural intensification with farmer misperceptions and misreporting," 2019 Sixth International Conference, September 23-26, 2019, Abuja, Nigeria 295189, African Association of Agricultural Economists (AAAE).
    35. Gourlay, Sydney & Kilic, Talip & Lobell, David B., 2019. "A new spin on an old debate: Errors in farmer-reported production and their implications for inverse scale - Productivity relationship in Uganda," Journal of Development Economics, Elsevier, vol. 141(C).
    36. Anil B. Deolalikar, 1981. "The Inverse Relationship between Productivity and Farm Size: A Test Using Regional Data from India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 63(2), pages 275-279.
    37. Bardhan, Pranab K, 1973. "Size, Productivity, and Returns to Scale: An Analysis of Farm-Level Data in Indian Agriculture," Journal of Political Economy, University of Chicago Press, vol. 81(6), pages 1370-1386, Nov.-Dec..
    38. Bhalla, Surjit S & Roy, Prannoy L, 1988. "Mis-specification in Farm Productivity Analysis: The Role of Land Quality," Oxford Economic Papers, Oxford University Press, vol. 40(1), pages 55-73, March.
    39. Derek Headey & Mohammad Alauddin & D.S. Prasada Rao, 2010. "Explaining agricultural productivity growth: an international perspective," Agricultural Economics, International Association of Agricultural Economists, vol. 41(1), pages 1-14, January.
    40. David B Lobell & George Azzari & Marshall Burke & Sydney Gourlay & Zhenong Jin & Talip Kilic & Siobhan Murray, 2020. "Eyes in the Sky, Boots on the Ground: Assessing Satellite‐ and Ground‐Based Approaches to Crop Yield Measurement and Analysis," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(1), pages 202-219, January.
    41. Ajax R. B. Moreira & Steve M. Helfand & Adriano M. R. Figueiredo, 2007. "Explicando as diferenças na produtividade agrícola no Brasil," Discussion Papers 1254, Instituto de Pesquisa Econômica Aplicada - IPEA.
    42. Carter, Michael R, 1984. "Identification of the Inverse Relationship between Farm Size and Productivity: An Empirical Analysis of Peasant Agricultural Production," Oxford Economic Papers, Oxford University Press, vol. 36(1), pages 131-145, March.
    43. Heath Henderson, 2015. "Considering Technical and Allocative Efficiency in the Inverse Farm Size–Productivity Relationship," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(2), pages 442-469, June.
    44. Feder, Gershon, 1985. "The relation between farm size and farm productivity : The role of family labor, supervision and credit constraints," Journal of Development Economics, Elsevier, vol. 18(2-3), pages 297-313, August.
    45. Keith O. Fuglie, 2008. "Is a slowdown in agricultural productivity growth contributing to the rise in commodity prices?," Agricultural Economics, International Association of Agricultural Economists, vol. 39(s1), pages 431-441, November.
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    More about this item

    Keywords

    Inverse relationship; Agriculture; Farm size; Total factor productivity (TFP); Brazil;
    All these keywords.

    JEL classification:

    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets

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