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Can area measurement error explain the inverse farm size productivity relationship?

Author

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  • Holden, Stein

    (Centre for Land Tenure Studies, Norwegian University of Life Sciences)

  • Fisher, Monica

    (International Maize and Wheat Improvement Center)

Abstract

The existence of an inverse relationship (IR) between farm size and productivity in tropical agriculture remains a debated issue with policy relevance. Poor agricultural statistical data, including data on farm sizes and farm plot sizes that typically are self-reported by farmers, can lead to biased results and wrong policy conclusions. This study combines self-reported and GPS-measured farm plot and farm sizes to assess how measurement error affects the IR using three rounds of farm plot and household data from Malawi. The results show that measurement error covers up more than 60% of the IR for the total sample but leads to an upward bias in the IR on farms less than one ha. Land and labor market imperfections in combination with food self-sufficiency motives appear to explain most of the IR and lead to a strong IR on farms below one ha.

Suggested Citation

  • Holden, Stein & Fisher, Monica, 2013. "Can area measurement error explain the inverse farm size productivity relationship?," CLTS Working Papers 12/13, Norwegian University of Life Sciences, Centre for Land Tenure Studies, revised 10 Oct 2019.
  • Handle: RePEc:hhs:nlsclt:2013_012
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    References listed on IDEAS

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    1. 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.
    2. Ayal Kimhi, 2006. "Plot size and maize productivity in Zambia: is there an inverse relationship?," Agricultural Economics, International Association of Agricultural Economists, vol. 35(1), pages 1-9, July.
    3. Alwang, Jeffrey & Siegel, P. B., 1999. "Labor Shortages on Small Landholdings in Malawi: Implications for Policy Reforms," World Development, Elsevier, vol. 27(8), pages 1461-1475, August.
    4. 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.
    5. Amartya K. Sen, 1966. "Peasants and Dualism with or without Surplus Labor," Journal of Political Economy, University of Chicago Press, vol. 74, pages 425-425.
    6. 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.
    7. Zaibet, Lokman T & Dunn, Elizabeth G, 1998. "Land Tenure, Farm Size, and Rural Market Participation in Developing Countries: The Case of the Tunisian Olive Sector," Economic Development and Cultural Change, University of Chicago Press, vol. 46(4), pages 831-848, July.
    8. 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.
    9. Eswaran, Mukesh & Kotwal, Ashok, 1986. "Access to Capital and Agrarian Production Organisation," Economic Journal, Royal Economic Society, vol. 96(382), pages 482-498, June.
    10. Benjamin, Dwayne, 1995. "Can unobserved land quality explain the inverse productivity relationship?," Journal of Development Economics, Elsevier, vol. 46(1), pages 51-84, February.
    11. 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.
    12. Alex Tatwangire & Stein T. Holden, 2013. "Land Tenure Reforms, Land Market Participation and the Farm Size — Productivity Relationship in Uganda," Palgrave Macmillan Books, in: Stein T. Holden & Keijiro Otsuka & Klaus Deininger (ed.), Land Tenure Reform in Asia and Africa, chapter 8, pages 187-210, Palgrave Macmillan.
    13. Andrew Dorward, 1999. "Farm size and productivity in Malawian smallholder agriculture," Journal of Development Studies, Taylor & Francis Journals, vol. 35(5), pages 141-161.
    14. De Groote, Hugo & Traore, Oumar, 2005. "The cost of accuracy in crop area estimation," Agricultural Systems, Elsevier, vol. 84(1), pages 21-38, April.
    15. Michael Kevane, 1996. "Agrarian Structure and Agricultural Practice: Typology and Application to Western Sudan," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(1), pages 236-245.
    16. 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.
    17. 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.
    18. Morten Jerven, 2013. "Agricultural Statistics," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 14(1), pages 1-10, January.
    19. Cornia, Giovanni Andrea, 1985. "Farm size, land yields and the agricultural production function: An analysis for fifteen developing countries," World Development, Elsevier, vol. 13(4), pages 513-534, April.
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    Cited by:

    1. Katengeza, Samson P. & Holden, Stein T. & Fisher, Monica, 2019. "Use of Integrated Soil Fertility Management Technologies in Malawi: Impact of Dry Spells Exposure," Ecological Economics, Elsevier, vol. 156(C), pages 134-152.
    2. Abay, Kibrom A. & Abate, Gashaw T. & Barrett, Christopher B. & Bernard, Tanguy, 2019. "Correlated non-classical measurement errors, ‘Second best’ policy inference, and the inverse size-productivity relationship in agriculture," Journal of Development Economics, Elsevier, vol. 139(C), pages 171-184.
    3. Kyalo Willy, Daniel & Muyanga, Milu & Jayne, Thomas, 2019. "Can economic and environmental benefits associated with agricultural intensification be sustained at high population densities? A farm level empirical analysis," Land Use Policy, Elsevier, vol. 81(C), pages 100-110.
    4. Holden, Stein T. & Otsuka, Keijiro, 2014. "The roles of land tenure reforms and land markets in the context of population growth and land use intensification in Africa," Food Policy, Elsevier, vol. 48(C), pages 88-97.
    5. GOUNDAN, Anatole & MAGNE DOMGHO, Léa Vicky, 2016. "Land Area Measurement bias: Evidence from West African countries," MPRA Paper 75476, University Library of Munich, Germany.
    6. Julien, Jacques C. & Bravo-Ureta, Boris E. & Rada, Nicholas E., 2019. "Assessing farm performance by size in Malawi, Tanzania, and Uganda," Food Policy, Elsevier, vol. 84(C), pages 153-164.
    7. Keijiro Otsuka & Frank Place, 2013. "Evolutionary Changes in Land Tenure and Agricultural Intensification in Sub-Saharan Africa," GRIPS Discussion Papers 13-22, National Graduate Institute for Policy Studies.
    8. Wencheng Li & Lei Wang & Qi Wan & Weijia You & Shaowen Zhang, 2022. "A Configurational Analysis of Family Farm Management Efficiency: Evidence from China," Sustainability, MDPI, vol. 14(10), pages 1-18, May.
    9. Graeub, Benjamin E. & Chappell, M. Jahi & Wittman, Hannah & Ledermann, Samuel & Kerr, Rachel Bezner & Gemmill-Herren, Barbara, 2016. "The State of Family Farms in the World," World Development, Elsevier, vol. 87(C), pages 1-15.

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    More about this item

    Keywords

    Inverse farm size – productivity relationship; Measurement error; Land and labor market imperfections; Land quality; Malawi.;
    All these keywords.

    JEL classification:

    • J43 - Labor and Demographic Economics - - Particular Labor Markets - - - Agricultural Labor Markets
    • 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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