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Agricultural Economics Research, Policy and Practice in Southern Africa
Volume 60, 2021 - Issue 3
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Articles

Productive efficiency and farm size in East Africa

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Pages 209-226 | Received 04 Feb 2021, Accepted 20 Jul 2021, Published online: 04 Aug 2021

References

  • Abay, K.A., L. Bevis, and C.B. Barrett. 2019. Measurement error mechanisms matter: Agricultural intensification with farmer misperceptions and misreporting. NBER Working Paper No. 26066. Cambridge, MA: National Bureau of Economic Research.
  • AGRA. 2014. Africa agriculture status report 2014: climate change and smallholder agriculture in Sub-Saharan Africa. Nairobi: Alliance for a Green Revolution in Africa (AGRA).
  • Aigner, D.J., C.K. Lovell, and P.J. Schmidt. 1977. Formulation and estimation of stochastic frontier production function models. Journal of Econometrics 6: 21–37.
  • Ainembabazi, J.H. 2007. Landlessness within the vicious cycle of poverty in Ugandan rural farm household: Why and how it is born? Kampala: Economic Policy Research Centre (EPRC).
  • Ali, D.A., and K. Deininger. 2015. Is there a farm size–productivity relationship in African agriculture? Evidence from Rwanda. Land Economics 91, no. 2: 317–343.
  • Arce, C.E., and J. Caballero. 2015. Tanzania: Agricultural sector risk assessment. Washington, DC: World Bank.
  • Assunção, J.J., and L.H. Braido. 2007. Testing household-specific explanations for the inverse productivity relationship. American Journal of Agricultural Economics 89, no. 4: 980–990.
  • Assunção, J., and M. Ghatak. 2003. Can unobserved heterogeneity in farmer ability explain the inverse relationship between farm size and productivity. Economics Letters 80: 189–194.
  • Bardhan, P.K. 1973. Size, productivity, and returns to scale: an analysis of farm-level data in Indian agriculture. Journal of Political Economy 81, no. 61: 1370–1386.
  • Barrett, C. 1996. On price risk and the inverse farm size-productivity relationship. Journal of Development Economics 51: 193–215.
  • Barrett, C., M. Bellemare, and J. Hou. 2010. Reconsidering conventional explanations of the inverse productivity–size relationship. World Development 38, no. 1: 88–97.
  • Battese, G.E., and T.J. Coelli. 1995. A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empirical Economics 20: 325–332.
  • Belotti, F., and G. Ilardi. 2012. Consistent estimation of the “true” fixed-effects stochastic frontier model. CEIS Research Papers (231).
  • Belotti, F., S. Daidone, G. Ilardi, and V. Atella. 2013. Stochastic frontier analysis using Stata. Stata Journal 13, no. 4: 719–758.
  • Bevis, L.E.M., and C.B. Barrett. 2020. Close to the edge: high productivity at plot peripheries and the inverse size-productivity relationship. Journal of Development Economics 143: 102377. doi:10.1016/j.jdeveco.2019.102377.
  • Bravo-Ureta, B.E., D. Solís, V. Moreira, J. Maripani, A. Thiam, and T. Rivas. 2007. Technical efficiency in farming: a meta-regression analysis. Journal of Productivity Analysis 27, no. 1: 57–72.
  • Brooks, J. 2010. Agricultural policy choices in developing countries: a synthesis. Paris: Organisation for Economic Co-operation and Development (OECD).
  • Byiringiro, F., and T. Reardon. 1996. Farm productivity in Rwanda: effects of farm size, erosion, and soil conservation investments. Agricultural Economics 2: 127–136.
  • Carletto, C., S. Savastano, and A. Zezza. 2013. Fact or artifact: the impact of measurement errors on the farm size–productivity relationship. Journal of Development Economics 103: 254–261.
  • Christiaensen, L. 2017. Agriculture in Africa – telling myths from facts: a synthesis. Food Policy 67: 1–11.
  • Coelli, T., D. Rao, C. O’Donnell, and G. Battese. 2005. An introduction to efficiency and productivity analysis. New York: Springer.
  • Cohen, A. 2015. Measurement error and the farm size-productivity relationship: An instrumental variables approach using self-reported land area and GPS estimates. Working Paper.
  • Conradie, B., G. Cookson, and C. Thirtle. 2006. Efficiency and farm size in Wetern Cape grape production: pooling small datasets. The South African Journal of Economics 74, no. 2: 334–343.
  • Conradie, B., J. Piesse, C. Thirtle, and N. Vink. 2019. South African wine grape production, 2005–2015: regional comparisons of scale and technical efficiencies and total factor productivity. Agrekon 58, no. 1: 53–67. doi:10.1080/03031853.2018.1537190.
  • Duffy, M. 2009. Economies of size in production agriculture. Journal of Hunger and Environmental Nutrition 4: 375–392.
  • Edriss, A.H., H. Tchale, and P. Wobst. 2004. The impact of labour market liberalization on maize productivity and rural poverty in Malawi. Working paper, policy analysis for sustainable Agricultural Development (PASAD). Center for Development Research, University of Bonn.
  • FAO. 2001. The state of food and agriculture. Rome: FAO.
  • FAO. 2013. Climate-smart agriculture sourcebook. Rome: FAO.
  • FAO. 2015. The economic lives of smallholder farmers: An analysis based on household data from nine countries. Rome: FAO.
  • Fried, H., C. Lovell, and S. Schmidt. 2008. The measurement of productive efficiency and productivity growth. New York: Oxford University Press.
  • Fuglie, K., M. Gautam, A. Goyal, and W.F. Maloney. 2019. Harvesting prosperity: technology and productivity growth in agriculture. Washington, DC: World Bank Group.
  • Gaurav, S., and S. Mishra. 2015. Farm size and returns to cultivation in India: revisiting an old debate. Oxford Development Studies 43, no. 2: 165–193.
  • Gollin, D., and C. Udry. 2021. Heterogeneity, measurement error, and misallocation: Evidence from african agriculture. Journal of Political Economy 129, no. 1: 1–80.
  • Gourlay, Sydney, Talip Kilic, and David B Lobell. 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 141: 102376.
  • Greene, W. 2005. Reconsidering heterogeneity in panel data estimators of the stochastic frontier model. Journal of Econometrics 126: 269–303.
  • Griliches, Z. 1957. Specification bias in estimates of production functions. Journal of Farm Economics 39, no. 1: 8–20.
  • Hammel, E.A. 2005. Chayanov revisited: a model for the economics of complex kin units. Berkeley, CA: Departments of Demography and Anthropology, University of California.
  • Hazell, P., and A. Rahman. 2014. New directions for Smallholder agriculture. Oxford: Oxford University Press.
  • Helfand, S.M., and E.S. Levine. 2004. Farm size and the determinants of productive efficiency in the Brazilian center-west. Agricultural Economics 31: 241–249.
  • Henderson, H. 2015. Considering technical and allocative efficiency in the inverse farm size–productivity relationship. Journal of Agricultural Economics 6, no. 2: 442–469.
  • Hillel, D. 1991. In so many words: language in relation to the soil. Soil Science 152, no. 6: 403–404.
  • Holden, S., and M. Fisher. 2013. Can area measurement error explain the inverse farm size productivity relationship? IDEAS Working Paper Series from RePEc, IDEAS Working Paper Series from RePEc, 2013.
  • Holden, S.T., and C.J. O'Donnell. 2015. Maize Productivity and Input Subsidies in Malawi: A State-Contingent Stochastic Production Frontier Approach. School of Economics and Business Working Paper No. 2/2015. Norway: Norwegian University of Life Sciences, Aas.
  • Jondrow, J., C.A.K. Lovell, I.S. Materov, and P. Schmidt. 1982. On the estimation of technical inefficiency in the stochastic frontier production function model. Journal of Econometrics 19, no. 2–3: 233–238.
  • Julien, J.C., B.E. Bravo-Ureta, and N.E. Rada. 2019. Assessing farm performance by size in Malawi, Tanzania, and Uganda. Food Policy 84: 153–164.
  • Kagin, J., E. Taylor, and A. Yúnez-Naude. 2016. Inverse productivity or inverse efficiency? Evidence from Mexico. The Journal of Development Studies 52, no. 3: 396–411.
  • Kimhi, A. 2006. Plot size and maize productivity in Zambia: is there an inverse relationship? Agricultural Economics 35: 1–9.
  • Kirsten, J.F., and J. van Zyl. 1998. Defining small-scale farmers in the South African context. Agrekon 37, no. 4: 551–562.
  • Kislev, Y., and W. Peterson. 1986. Economies of scale in agriculture: a survey of the evidence. Washington, DC: World Bank.
  • Kumbhakar, S., and C.A.K. Lovell. 2000. Stochastic frontier analysis. Cambridge: Cambridge University Press.
  • Lamb, R.L. 2003. Inverse productivity: land quality, labor markets and measurement error. Journal of Development Economics 71: 71–95.
  • Li, G., Z. Feng, L. You, and L. Fan. 2013. Re-examining the inverse relationship between farm size and efficiency: the empirical evidence in China. China Agricultural Economic Review 5, no. 4: 473–488.
  • Livingston, G., S. Schönberger, and S. Delaney. 2014. Right place, right time: the state of smallholders in agriculture. In New directions for smallholder agriculture, eds. P. Hazell, and A. Rahman, 36–37. Oxford: Oxford University.
  • Lobell, D. B., G. Azzari, M. Burke, S. Gourlay, Z. Jin, T. Kilic, and S. 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 102, no. 1: 202–219. https://doi.org/10.1093/ajae/aaz051.
  • Martin, J., and J. Page. 1983. The impact of subsidies on x-efficiency in LDC industry: theory and an empirical test. Review of Economics and Statistics 65, no. 4: 608–617.
  • Muyanga, M., and T.S. Jayne. 2019. Revisiting the farm size-productivity relationship based on a relatively wide range of farm sizes: evidence from Kenya. American Journal of Agricultural Economics 101, no. 4: 1140–1163.
  • Netting, R.M. 1993. Smallholders, householders: farm families and the ecology of intensive, sustainable agriculture. Stanford, CA: Stanford University Press.
  • Nishimizu, M., and J. Page. 1982. Total factor productivity growth, technological progress and technical efficiency change: dimensions of productivity change in Yugoslavia. Economic Journal 92, no. 368: 920–936.
  • Njuki, E., and B.E. Bravo-Ureta. 2015. The economic costs of environmental regulation in U.S. dairy farming: a directional distance function approach. American Journal of Agricultural Economics 97, no. 4: 1087–1106.
  • O’Donnell, C.J. 2012. Nonparametric estimation of the components of productivity and profitability change in U.S. agriculture. American Journal of Agricultural Economics 94, no. 4: 873–890.
  • O’Donnell, C.J. 2014. An economic approach to identifying the drivers of productivity change in the market sectors of the Australian economy. Paper Prepared for the IARIW-UNSW Conference on Productivity: Measurement, Drivers and Trends Sydney, Australia, November 26–27, 2013.
  • O’Donnell, C.J. 2016. Using information about technologies, markets and firm behaviour to decompose a proper productivity index. Journal of Econometrics 190: 328–340.
  • Ogundari, K. 2014. The paradigm of agricultural efficiency and its implication on food security in Africa: what does meta-analysis reveal? World Development 64: 690–702.
  • Rada, N., S. Helfand, and M. Magalhães. 2019. Agricultural productivity growth in Brazil: large and small farms excel. Food Policy 84: 176–185.
  • Rada, N., C. Wang, and L. Qin. 2015. Subsidy or market reform? Rethinking China’s farm consolidation strategy. Food Policy 57: 93–103.
  • Saini, G.R. 1969. Farm size, productivity and returns to scale. Economic and Political Weekly 4, no. 26: A119–A122.
  • Schmidt, P., and R. Sickles. 1984. Production frontier and panel data. Journal of Business & Economic Statistics 2, no. 4: 367–374.
  • Sen, A.K. 1962. An aspect of Indian agriculture. Economic Weekly 14: 4–6.
  • Tchale, H. 2009. The efficiency of smallholder agriculture in Malawi. African Journal of Agricultural and Resource Economics 3, no. 2: 101–121.
  • Thorner, D., B. Kerblay, and R.F. Smith. 1966. A. V. Chayanov on the theory of peasant economy. Madison: University of Wisconsin Press.
  • Triebs, T.P., and S.C. Kumbhakar. 2013. Productivity with general indices of management and technical change. Economics Letters 120: 18–22.
  • Wang, J., K.Z. Chen, S. Das Gupta, and Z. Huang. 2015. Is small still beautiful? A comparative study of rice farm size and productivity in China and India. China Agricultural Economic Review 7, no. 3: 484–509.
  • Wassie, S.B., G.T. Abate, and T. Bernard. 2019. Revisiting farm size-productivity relationship: New empirical evidence from Ethiopia. Agrekon 58, no. 2: 180–199.
  • Wiggins, S. 2009. Can the smallholder model deliver poverty reduction and food security for a rapidly growing population in Africa? Expert meeting on how to feed the world in 2050. Rome: FAO.
  • World Bank. 2008. Agriculture for development. Washington, DC: The World Bank.

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