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The Role of Production Risk in Sustainable Land-Management Technology Adoption in the Ethiopian Highlands

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  • Kassie, Menale
  • Yesuf, Mahmud
  • Köhlin, Gunnar

Abstract

This paper provides empirical evidence of production risk impact on sustainable land- management technology adoption, using two years of cross-sectional plot-level data collected in the Ethiopian highlands. We used a moment-based approach, which allowed a flexible representation of the production risk (Antle 1983, 1987). Mundlak’s approach was used to capture the unobserved heterogeneity along with other regressors in the estimation of fertilizer and conservation adoption. The empirical results revealed that impact of production risk varied by technology type. Production risks (variance and crop failure as measured by second and third central moments, respectively) had significant impact on fertilizer adoption and extent of adoption. However, this impact was not observed in adoption of conservation technology. On the other hand, expected return (as measured by the first central moment) had a positive significant impact on both fertilizer (adoption and intensity) and conservation adoption. Economic instruments that hedge against risk exposure, including downside risk and increase productivity, are important to promote adoption of improved technology and reduce poverty in Ethiopia.

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  • Kassie, Menale & Yesuf, Mahmud & Köhlin, Gunnar, 2008. "The Role of Production Risk in Sustainable Land-Management Technology Adoption in the Ethiopian Highlands," RFF Working Paper Series dp-08-15-efd, Resources for the Future.
  • Handle: RePEc:rff:dpaper:dp-08-15-efd
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    1. Dercon, Stefan & Christiaensen, Luc, 2011. "Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.
    2. Dercon, Stefan, 2004. "Growth and shocks: evidence from rural Ethiopia," Journal of Development Economics, Elsevier, vol. 74(2), pages 309-329, August.
    3. Pender, John L. & Benin, Samuel, 2001. "Impacts Of Land Resdistribution On Land Management And Productivity In The Ethiopian Highlands," 2001 Annual meeting, August 5-8, Chicago, IL 20701, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    4. Grepperud, Sverre, 1996. "Population Pressure and Land Degradation: The Case of Ethiopia," Journal of Environmental Economics and Management, Elsevier, vol. 30(1), pages 18-33, January.
    5. Gregory Amacher & Jeffrey Alwang, 2004. "Productivity and Land Enhancing Technologies in Northern Ethiopia: Health, Public Investments, and Sequential Adoption," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 321-331.
    6. Chavas, Jean-Paul & Holt, Matthew T, 1996. "Economic Behavior under Uncertainty: A Joint Analysis of Risk Preferences and Technology," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 329-335, May.
    7. J. M. Antle & W. J. Goodger, 1984. "Measuring Stochastic Technology: The Case of Tulare Milk Production," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(3), pages 342-350.
    8. Gebremedhin, Berhanu & Swinton, Scott M., 2003. "Investment in soil conservation in northern Ethiopia: the role of land tenure security and public programs," Agricultural Economics, Blackwell, vol. 29(1), pages 69-84, July.
    9. Sierra, Rodrigo & Russman, Eric, 2006. "On the efficiency of environmental service payments: A forest conservation assessment in the Osa Peninsula, Costa Rica," Ecological Economics, Elsevier, vol. 59(1), pages 131-141, August.
    10. Binswanger, Hans P, 1981. "Attitudes toward Risk: Theoretical Implications of an Experiment in Rural India," Economic Journal, Royal Economic Society, vol. 91(364), pages 867-890, December.
    11. Andre Croppenstedt & Mulat Demeke & Meloria M. Meschi, 2003. "Technology Adoption in the Presence of Constraints: the Case of Fertilizer Demand in Ethiopia," Review of Development Economics, Wiley Blackwell, vol. 7(1), pages 58-70, February.
    12. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    13. John Pender & Marcel Fafchamps, 2006. "Land Lease Markets and Agricultural Efficiency in Ethiopia," Journal of African Economies, Centre for the Study of African Economies, vol. 15(2), pages 251-284, June.
    14. Antle, John M, 1983. "Testing the Stochastic Structure of Production: A Flexible Moment-based Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(3), pages 192-201, July.
    15. Kim, Kwansoo & Chavas, Jean-Paul, 2003. "Technological change and risk management: an application to the economics of corn production," Agricultural Economics, Blackwell, vol. 29(2), pages 125-142, October.
    16. Stein Holden & Hailu Yohannes, 2002. "Land Redistribution, Tenure Insecurity, and Intensity of Production: A Study of Farm Households in Southern Ethiopia," Land Economics, University of Wisconsin Press, vol. 78(4), pages 573-590.
    17. Shiferaw, Bekele & Holden, Stein T., 1998. "Resource degradation and adoption of land conservation technologies in the Ethiopian Highlands: A case study in Andit Tid, North Shewa," Agricultural Economics, Blackwell, vol. 18(3), pages 233-247, May.
    18. Pender, John L. & Kerr, John M., 1998. "Determinants of farmers' indigenous soil and water conservation investments in semi-arid India," Agricultural Economics, Blackwell, vol. 19(1-2), pages 113-125, September.
    19. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    20. Richard E. Just & Rulon D. Pope, 1979. "Production Function Estimation and Related Risk Considerations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 61(2), pages 276-284.
    21. Asfaw, Abay & Admassie, Assefa, 2004. "The role of education on the adoption of chemical fertiliser under different socioeconomic environments in Ethiopia," Agricultural Economics, Blackwell, vol. 30(3), pages 215-228, May.
    22. Holden, Stein & Shiferaw, Bekele, 2004. "Land degradation, drought and food security in a less-favoured area in the Ethiopian highlands: a bio-economic model with market imperfections," Agricultural Economics, Blackwell, vol. 30(1), pages 31-49, January.
    23. Michael Morris & Valerie A. Kelly & Ron J. Kopicki & Derek Byerlee, 2007. "Fertilizer Use in African Agriculture : Lessons Learned and Good Practice Guidelines," World Bank Publications - Books, The World Bank Group, number 6650.
    24. Suleiman Abrar & Oliver Morrissey & Tony Rayner, 2004. "Crop‐Level Supply Response by Agro‐Climatic Region in Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 55(2), pages 289-311, July.
    25. John M. Antle, 1987. "Econometric Estimation of Producers' Risk Attitudes," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 69(3), pages 509-522.
    26. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    27. Pfaff, Alexander S. P. & Sanchez-Azofeifa, G. Arturo, 2004. "Deforestation pressure and biological reserve planning: a conceptual approach and an illustrative application for Costa Rica," Resource and Energy Economics, Elsevier, vol. 26(2), pages 237-254, June.
    28. Phoebe Koundouri & Céline Nauges & Vangelis Tzouvelekas, 2006. "Technology Adoption under Production Uncertainty: Theory and Application to Irrigation Technology," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 657-670.
    29. Lin, Tsai-Fen & Schmidt, Peter, 1984. "A Test of the Tobit Specification against an Alternative Suggested by Cragg," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 174-177, February.
    30. Luc Christiaensen & Lionel Demery, 2007. "Down to Earth : Agriculture and Poverty Reduction in Africa," World Bank Publications - Books, The World Bank Group, number 6624.
    31. Robalino, Juan A. & Pfaff, Alexander, 2012. "Contagious development: Neighbor interactions in deforestation," Journal of Development Economics, Elsevier, vol. 97(2), pages 427-436.
    32. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
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    Cited by:

    1. Samuel Sebsibie & Workineh Asmare & Tessema Endalkachew, 2015. "Agricultural Technology Adoption and Rural Poverty: a Study on Smallholders in Amhara Regional State, Ethiopia," Ethiopian Journal of Economics, Ethiopian Economics Association, vol. 23(2), December.
    2. Ogada, Maurice Juma & Nyangena, Wilfred & Yesuf, Mahmud, 2010. "Production risk and farm technology adoption in the rain-fed semi-arid lands of Kenya," Journal of Cooperatives, NCERA-210, vol. 4(2), June.
    3. Yesuf, Mahmud & Kassie, Menale & Köhlin, Gunnar, 2009. "Risk Implications of Farm Technology Adoption in the Ethiopian Highlands," Working Papers in Economics 404, University of Gothenburg, Department of Economics.
    4. Million Sileshi & Reuben Kadigi & Khamaldin Mutabazi & Stefan Sieber, 2019. "Impact of soil and water conservation practices on household vulnerability to food insecurity in eastern Ethiopia: endogenous switching regression and propensity score matching approach," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(4), pages 797-815, August.
    5. Martin Persson, U. & Alpízar, Francisco, 2013. "Conditional Cash Transfers and Payments for Environmental Services—A Conceptual Framework for Explaining and Judging Differences in Outcomes," World Development, Elsevier, vol. 43(C), pages 124-137.
    6. Juma, Maurice & Nyangena, Wilfred & Yesuf, Mahmud, 2090. "Production Risk and Farm Technology Adoption in Rain-Fed, Semi-Arid Lands of Kenya," RFF Working Paper Series dp-09-22-efd, Resources for the Future.
    7. Habtamu Nebere & Degefa Tolossa & Amare Bantider, 2021. "Analyzing Factors Affecting the Sustainability of Land Management Practices in Mecha Woreda, Northwestern Ethiopia," Sustainability, MDPI, vol. 13(13), pages 1-15, June.
    8. Kassie, Menale & Zikhali, Precious & Pender, John & Köhlin, Gunnar, 2008. "Organic Farming Technologies and Agricultural Productivity: The case of Semi-Arid Ethiopia," Working Papers in Economics 334, University of Gothenburg, Department of Economics.
    9. Suresh Kumar & Dharam Raj Singh & Alka Singh & Naveen Prakash Singh & Girish Kumar Jha, 2020. "Does Adoption of Soil and Water Conservation Practice Enhance Productivity and Reduce Risk Exposure? Empirical Evidence from Semi-Arid Tropics (SAT), India," Sustainability, MDPI, vol. 12(17), pages 1-16, August.
    10. Samson P. Katengeza & Stein T. Holden & Rodney W. Lunduka, 2019. "Adoption of Drought Tolerant Maize Varieties under Rainfall Stress in Malawi," Journal of Agricultural Economics, Wiley Blackwell, vol. 70(1), pages 198-214, February.
    11. AHMED, Musa H. & MELESSE, Kumilachew A. & TEREFE, Aemro T., 2015. "Valuing Soil Conservation Practices Using Contingent Valuation Technique: Evidence From The Central Rift Valley Of Ethiopia," Review of Agricultural and Applied Economics (RAAE), Faculty of Economics and Management, Slovak Agricultural University in Nitra, vol. 18(2), pages 1-11, October.
    12. Saul Ngarava & Abbyssinia Mushunje & Amon Taruvinga & Peter Mukarumbwa & Simbarashe Tatsvarei & Ebenezer T Megbowon, 2018. "Determinants of Risk Behaviour in Livestock Development Programs: Evidence from South Africa's Kaonafatso Yadikgomo (Kyd) Scheme," Journal of Economics and Behavioral Studies, AMH International, vol. 10(5), pages 7-15.
    13. Kassie, Menale & Zikhali, Precious & Manjur, Kebede & Edwards, Sue, 2008. "Adoption of Organic Farming Technologies: Evidence from Semi-Arid Regions of Ethiopia," Working Papers in Economics 335, University of Gothenburg, Department of Economics.
    14. Ogada, Maurice Juma & Nyangena, Wilfred & Yesuf, Mahmud, 2010. "Production risk and farm technology adoption in the rain-fed semi-arid lands of Kenya," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 4(2), pages 1-16, June.

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    More about this item

    Keywords

    Production risk; sustainable land management technology adoption; moment based estimation; Ethiopia;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • Q24 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Land
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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