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Fact or artifact: The impact of measurement errors on the farm size–productivity relationship

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Cited by:

  1. Kilic,Talip & Yacoubou Djima,Ismael & Carletto,Calogero & Kilic,Talip & Yacoubou Djima,Ismael & Carletto,Calogero, 2017. "Mission impossible? exploring the promise of multiple imputation for predicting missing GPS-based land area measures in household surveys," Policy Research Working Paper Series 8138, The World Bank.
  2. Steven Helfand & Matthew Taylor, 2018. "The Inverse Relationship between Farm Size and Productivity: Refocusing the Debate," Working Papers 201811, University of California at Riverside, Department of Economics.
  3. Chaoran Chen & Diego Restuccia & Raül Santaeulàlia-Llopis, 2023. "Land Misallocation and Productivity," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(2), pages 441-465, April.
  4. Hailemariam Ayalew & Jordan Chamberlin & Carol Newman & Kibrom A. Abay & Frederic Kosmowski & Tesfaye Sida, 2024. "Revisiting the size–productivity relationship with imperfect measures of production and plot size," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(2), pages 595-619, March.
  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. Schling, Maja & Pazos, Nicolás, 2022. "The Impact of Smart Subsidies on Agricultural Production: Innovative Evidence from Argentina Using Survey and Remote Sensing Data," IDB Publications (Working Papers) 12369, Inter-American Development Bank.
  7. Burke, William J. & Jayne, T.S., 2021. "Disparate access to quality land and fertilizers explain Malawi’s gender yield gap," Food Policy, Elsevier, vol. 100(C).
  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. World Bank, 2017. "Gaining Momentum in Peruvian Agriculture," World Bank Publications - Reports 27517, The World Bank Group.
  10. Mengistu Assefa Wendimu & Arne Henningsen & Tomasz Gerard Czekaj, 2017. "Incentives and moral hazard: plot level productivity of factory-operated and outgrower-operated sugarcane production in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 48(5), pages 549-560, September.
  11. Dang, Hai-Anh & Carletto, Calogero, 2022. "Recall Bias Revisited: Measure Farm Labor Using Mixed-Mode Surveys and Multiple Imputation," IZA Discussion Papers 14997, Institute of Labor Economics (IZA).
  12. Karayalcin, Cem, 2016. "Property rights and the first great divergence: Europe 1500–1800," International Review of Economics & Finance, Elsevier, vol. 42(C), pages 484-498.
  13. Boulaga,Amadou Adamou Kalilou & Federighi,Giovanni & Hiernaux, Pierre & Zezza,Alberto & Boulaga,Amadou Adamou Kalilou & Federighi,Giovanni & Hiernaux, Pierre & Zezza,Alberto, 2014. "Milking the data : measuring income from milk production in extensive livestock systems -- experimental evidence from Niger," Policy Research Working Paper Series 7114, The World Bank.
  14. Kibrom A. Abay, 2020. "Measurement errors in agricultural data and their implications on marginal returns to modern agricultural inputs," Agricultural Economics, International Association of Agricultural Economists, vol. 51(3), pages 323-341, May.
  15. Yutaka Arimoto & Yoshihiro Sakane, 2021. "Agricultural development in industrialising Japan, 1880–1940," Australian Economic History Review, Economic History Society of Australia and New Zealand, vol. 61(3), pages 290-317, November.
  16. 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).
  17. 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.
  18. 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.
  19. Fernando Aragon & Diego Restuccia & Juan Pablo Rud, 2022. "Assessing misallocation in agriculture: plots versus farms," Working Papers tecipa-718, University of Toronto, Department of Economics.
  20. Key, Nigel, 2019. "Farm size and productivity growth in the United States Corn Belt," Food Policy, Elsevier, vol. 84(C), pages 186-195.
  21. Epper, C.A. & Paul, B. & Burra, D. & Phengsavanh, P. & Ritzema, R. & Syfongxay, C. & Groot, J.C.J. & Six, J. & Frossard, E. & Oberson, A. & Douxchamps, S., 2020. "Nutrient flows and intensification options for smallholder farmers of the Lao uplands," Agricultural Systems, Elsevier, vol. 177(C).
  22. Joseph I. Uduji & Elda N. Okolo-Obasi, 2018. "Adoption of improved crop varieties by involving farmers in the e-wallet program in Nigeria," Research Africa Network Working Papers 18/062, Research Africa Network (RAN).
  23. Ali, Daniel & Bowen, Derick & Deininger, Klaus & Duponchel, Marguerite, 2016. "Investigating the Gender Gap in Agricultural Productivity: Evidence from Uganda," World Development, Elsevier, vol. 87(C), pages 152-170.
  24. van Bergeijk, P.A.G., 2017. "Measurement error of global production," ISS Working Papers - General Series 632, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
  25. De Magalhães, Leandro & Santaeulàlia-Llopis, Raül, 2018. "The consumption, income, and wealth of the poorest: An empirical analysis of economic inequality in rural and urban Sub-Saharan Africa for macroeconomists," Journal of Development Economics, Elsevier, vol. 134(C), pages 350-371.
  26. Abay, Kibrewossen & Hirvonen, Kalle & Minten, Bart, 2017. "Farm size, food security, and welfare: Descriptive evidence from the Ethiopian highlands," ESSP working papers 111, International Food Policy Research Institute (IFPRI).
  27. Mensah, Edouard R. & Kostandini, Genti, 2020. "The inverse farm size-productivity relationship under land size mis-measurement and in the presence of weather and price risks: Panel data evidence from Uganda," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304477, Agricultural and Applied Economics Association.
  28. Donald F. Larson & Keijiro Otsuka & Tomoya Matsumoto & Talip Kilic, 2014. "Should African rural development strategies depend on smallholder farms? An exploration of the inverse-productivity hypothesis," Agricultural Economics, International Association of Agricultural Economists, vol. 45(3), pages 355-367, May.
  29. Vandercasteelen, Joachim & Dereje, Mekdim & Minten, Bart & Taffesse, Alemayehu Seyoum, 2014. "Perceptions, impacts and rewards of row planting of teff:," ESSP working papers 65, International Food Policy Research Institute (IFPRI).
  30. William J. Burke & Sieglinde S. Snapp & Thom S. Jayne, 2020. "An in‐depth examination of maize yield response to fertilizer in Central Malawi reveals low profits and too many weeds," Agricultural Economics, International Association of Agricultural Economists, vol. 51(6), pages 923-940, November.
  31. Klaus Deininger & Denys Nizalov & Sudhir K Singh, 2013. "Are mega-farms the future of global agriculture? Exploring the farm size-productivity relationship for large commercial farms in Ukraine," Discussion Papers 49, Kyiv School of Economics.
  32. Solomon Asfaw & Nancy McCarthy & Leslie Lipper & Aslihan Arslan & Andrea Cattaneo, 2016. "What determines farmers’ adaptive capacity? Empirical evidence from Malawi," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(3), pages 643-664, June.
  33. 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.
  34. Stefanija Veljanoska, 2017. "Can Land Fragmentation Reduce the Exposure of Rural Households to Weather Variability?," Working Papers 2017.08, FAERE - French Association of Environmental and Resource Economists.
  35. Joseph I. Uduji & Elda N. Okolo-Obasi & Simplice A. Asongu, 2018. "The impact of e-wallet on informal farm entrepreneurship development in rural Nigeria," Working Papers of the African Governance and Development Institute. 18/047, African Governance and Development Institute..
  36. Zewdu Ayalew Abro & Moti Jaleta & Matin Qaim, 2017. "Yield effects of rust-resistant wheat varieties in Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(6), pages 1343-1357, December.
  37. Baoling Zou & Zanjie Ren & Ashok K. Mishra & Stefan Hirsch, 2022. "The role of agricultural insurance in boosting agricultural output: An aggregate analysis from Chinese provinces," Agribusiness, John Wiley & Sons, Ltd., vol. 38(4), pages 923-945, October.
  38. Aslihan Arslan & Nancy McCarthy & Leslie Lipper & Solomon Asfaw & Andrea Cattaneo & Misael Kokwe, 2015. "Climate Smart Agriculture? Assessing the Adaptation Implications in Zambia," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(3), pages 753-780, September.
  39. Basile Boulay, 2018. "Revisiting the old debate: on the relationship between size and productivity in Tanzania," Discussion Papers 2018-02, University of Nottingham, CREDIT.
  40. Ming Chang & Jing Liu & Hongxu Shi & Tianfeng Guo, 2022. "The Effect of Off-Farm Employment on Agricultural Production Efficiency: Micro Evidence in China," Sustainability, MDPI, vol. 14(6), pages 1-12, March.
  41. Elena Serfilippi & Daniele Giovannucci & David Ameyaw & Ankur Bansal & Thomas Asafua Nketsia Wobill & Roberta Blankson & Rashi Mishra, 2022. "Benefits and Challenges of Making Data More Agile: A Review of Recent Key Approaches in Agriculture," Sustainability, MDPI, vol. 14(24), pages 1-18, December.
  42. Abay, Kibrom A. & Barrett, Christopher B. & Kilic, Talip & Moylan, Heather & Ilukor, John & Vundru, Wilbert Drazi, 2023. "Nonclassical measurement error and farmers’ response to information treatment," Journal of Development Economics, Elsevier, vol. 164(C).
  43. Deininger, Klaus & Jin, Songqing & Liu, Yanyan & Singh, Sudhir, 2015. "Labor Market Performance and the Farm Size-Productivity Relationship in Rural India," 2015 Conference, August 9-14, 2015, Milan, Italy 212720, International Association of Agricultural Economists.
  44. Deininger, Klaus & Nizalov, Denys & Singh, Sudhir K, 2013. "Are mega-farms the future of global agriculture ? exploring the farm size-productivity relationship," Policy Research Working Paper Series 6544, The World Bank.
  45. 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.
  46. World Bank, "undated". "Africa's Pulse, October 2013 : An Analysis of Issues Shaping Africa's Economic Future," World Bank Publications - Reports 20237, The World Bank Group.
  47. Jayne, T.S. & Chamberlin, Jordan & Traub, Lulama & Sitko, N. & Muyanga, Milu & Yeboah, Kwame & Nkonde, Chewe & Anseeuw, Ward & Chapoto, A. & Kachule, Richard, 2015. "Africa’s Changing Farmland Ownership: Causes and Consequences," Miscellaneous Publications 208576, Michigan State University, Department of Agricultural, Food, and Resource Economics.
  48. Omotilewa, Oluwatoba J. & Jayne, T.S. & Muyanga, Milu & Aromolaran, Adebayo B. & Liverpool-Tasie, Lenis Saweda O. & Awokuse, Titus, 2021. "A revisit of farm size and productivity: Empirical evidence from a wide range of farm sizes in Nigeria," World Development, Elsevier, vol. 146(C).
  49. Abate, Gashaw T. & de Brauw, Alan & Hirvonen, Kalle & Wolle, Abdulazize, 2023. "Measuring consumption over the phone: Evidence from a survey experiment in urban Ethiopia," Journal of Development Economics, Elsevier, vol. 161(C).
  50. Liu, Yanyan & Violette, William & Barrett, Christopher B., 2016. "Structural transformation and intertemporal evolution of real wages, machine use, and farm size–productivity relationships in Vietnam:," IFPRI discussion papers 1525, International Food Policy Research Institute (IFPRI).
  51. Tzong-Haw Lee & Brian Lee & Yi-Ju Su & Hung-Hao Chang, 2021. "Are There Any Undesired Effects of Anti-Land Fragmentation Programs on Farm Production Practices and Farm Input Use?," Land, MDPI, vol. 10(2), pages 1-13, February.
  52. Yong Liu & Jorge Ruiz-Menjivar & Junbiao Zhang, 2023. "Do soil nutrient management practices improve climate resilience? Empirical evidence from rice farmers in central China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(9), pages 10029-10054, September.
  53. 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.
  54. Kosmowski, Frederic & Chamberlin, Jordan & Ayalew, Hailemariam & Sida, Tesfaye & Abay, Kibrom & Craufurd, Peter, 2021. "How accurate are yield estimates from crop cuts? Evidence from smallholder maize farms in Ethiopia," Food Policy, Elsevier, vol. 102(C).
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  56. Mathias Kloss & Thomas Kirschstein & Steffen Liebscher & Martin Petrick, 2019. "Robust Productivity Analysis: An application to German FADN data," Papers 1902.00678, arXiv.org, revised Feb 2019.
  57. Nguyen, Giang & Nguyen, Trung Thanh, 2020. "Exposure to weather shocks: A comparison between self-reported record and extreme weather data," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 117-138.
  58. 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.
  59. Lovo, Stefania & Veronesi, Marcella, 2019. "Crop Diversification and Child Health: Empirical Evidence From Tanzania," Ecological Economics, Elsevier, vol. 158(C), pages 168-179.
  60. 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.
  61. Gbemisola Oseni & Paul Corral & Markus Goldstein & Paul Winters, 2015. "Explaining gender differentials in agricultural production in Nigeria," Agricultural Economics, International Association of Agricultural Economists, vol. 46(3), pages 285-310, May.
  62. Villacis, Alexis H. & Mayorga, Joaquin & Mishra, Ashok K., 2022. "Experience-based food insecurity and agricultural productivity in Nigeria," Food Policy, Elsevier, vol. 113(C).
  63. Chapoto, Antony & Mabiso, Athur & Bonsu, Adwinmea, 2013. "Agricultural commercialization, land expansion, and homegrown land-scale farmers: Insights from Ghana:," IFPRI discussion papers 1286, International Food Policy Research Institute (IFPRI).
  64. Pieralli, Simone, 2012. "Sources of measured agricultural yield difference," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124771, Agricultural and Applied Economics Association.
  65. Rincón Barajas, Jorge A., 2023. "Productivity dynamics and state support after a land titling program: Evidence from Colombia," Land Use Policy, Elsevier, vol. 131(C).
  66. 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.
  67. Muraoka, Rie & Jin, Songqing & Jayne, T.S., 2018. "Land access, land rental and food security: Evidence from Kenya," Land Use Policy, Elsevier, vol. 70(C), pages 611-622.
  68. Ayala Wineman & Thomas S. Jayne, 2021. "Factor Market Activity and the Inverse Farm Size-Productivity Relationship in Tanzania," Journal of Development Studies, Taylor & Francis Journals, vol. 57(3), pages 443-464, March.
  69. Chen, H., 2018. "Can Crop Insurance Market Benefit Land Rental Market by Mitigating the Inverse-Relationship Concern," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277003, International Association of Agricultural Economists.
  70. 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.
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  72. William J. Burke & Stephen N. Morgan & Thelma Namonje & Milu Muyanga & Nicole M. Mason, 2023. "Beyond the “inverse relationship”: Area mismeasurement may affect actual productivity, not just how we understand it," Agricultural Economics, International Association of Agricultural Economists, vol. 54(4), pages 557-569, July.
  73. Kilic, Talip & Zezza, Alberto & Carletto, Calogero & Savastano, Sara, 2017. "Missing(ness) in Action: Selectivity Bias in GPS-Based Land Area Measurements," World Development, Elsevier, vol. 92(C), pages 143-157.
  74. 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).
  75. Manda, Julius & Tufa, Adane & Alene, Arega & Swai, Elirehema & Muthoni, Francis & Hoeschle-Zeledon, Irmgard & Mateete, Bekunda, 2021. "The Average and Distributional Impacts of Soil and Water Conservation Technologies on the Welfare of Smallholder Farmers in Tanzania," 2021 Conference, August 17-31, 2021, Virtual 314992, International Association of Agricultural Economists.
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  78. Asfaw, Solomon & McCarty, Nancy & Lipper, Leslie & Arslan, Aslihan & Cattaneo, Andrea, 2013. "Adaptation to Climate Change and Food Security: Micro-evidence from Malawi," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 161646, African Association of Agricultural Economists (AAAE).
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  104. Kirui, Oliver & Tambo, Justice, 2021. "Yield Effects of Conservation Agriculture Under Fall Armyworm Stress: The Case of Zambia," 2021 Conference, August 17-31, 2021, Virtual 315882, International Association of Agricultural Economists.
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  107. Ken E. Giller & Thomas Delaune & João Vasco Silva & Mark Wijk & James Hammond & Katrien Descheemaeker & Gerrie Ven & Antonius G. T. Schut & Godfrey Taulya & Regis Chikowo & Jens A. Andersson, 2021. "Small farms and development in sub-Saharan Africa: Farming for food, for income or for lack of better options?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(6), pages 1431-1454, December.
  108. Root, Christopher & Maredia, Mywish K., 2017. "Testing the Local Enumerator Approach for Farm Level Data Collection: The Case of Natural Resource Management Technology Adoption in India," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258098, Agricultural and Applied Economics Association.
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  111. Josephson, Anna & Ricker-Gilbert, Jacob, 2020. "Preferences and crop choice during Zimbabwe’s macroeconomic crisis," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 15(3), September.
  112. 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.
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  115. Burke, William J. & Jayne, Thom S. & Snapp, Sieglinde S., 2022. "Nitrogen efficiency by soil quality and management regimes on Malawi farms: Can fertilizer use remain profitable?," World Development, Elsevier, vol. 152(C).
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