IDEAS home Printed from https://ideas.repec.org/a/eee/jfpoli/v74y2018icp154-161.html

The heterogeneous effect of shocks on agricultural innovations adoption: Microeconometric evidence from rural Ethiopia

Author

Listed:
  • Gebremariam, Gebrelibanos
  • Tesfaye, Wondimagegn

Abstract

Theoretically, the relationship between shocks and agricultural innovation adoption could be ambiguous. While shocks could lower the competence and capacity of households to adopt new agricultural innovations, households can also take-up agricultural innovations as a coping mechanism against the different shocks they face. Using a nationally representative household data from Ethiopia of the Living Standards Measurement Study-Integrated Surveys on Agriculture (LSMS-ISA) of the World Bank, this paper analyzes the effect of idiosyncratic and covariate shocks on adoption of different agricultural innovations, assuming interdependence among the innovations. We find shocks to have heterogeneous effects on the adoption of agricultural innovations. Specifically, production and health shocks have negative effects on the adoption of high-cost innovations such as improved seeds, chemical fertilizer, and irrigation. However, production shocks are positively associated with low-cost innovations such as organic fertilizer. To enhance farmers’ adoption of agricultural innovations, especially high-cost innovations, there is a greater need towards the design of policies and interventions that would reduce household’s exposure to production and health shocks.

Suggested Citation

  • Gebremariam, Gebrelibanos & Tesfaye, Wondimagegn, 2018. "The heterogeneous effect of shocks on agricultural innovations adoption: Microeconometric evidence from rural Ethiopia," Food Policy, Elsevier, vol. 74(C), pages 154-161.
    • Handle: RePEc:eee:jfpoli:v:74:y:2018:i:c:p:154-161
    DOI: 10.1016/j.foodpol.2017.12.010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306919217310679
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.foodpol.2017.12.010?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Teklewold, Hailemariam & Kassie, Menale & Shiferaw, Bekele & Köhlin, Gunnar, 2013. "Cropping system diversification, conservation tillage and modern seed adoption in Ethiopia: Impacts on household income, agrochemical use and demand for labor," Ecological Economics, Elsevier, vol. 93(C), pages 85-93.
    2. Rosenzweig, Mark R, 1988. "Risk, Implicit Contracts and the Family in Rural Areas of Low-income Countries," Economic Journal, Royal Economic Society, vol. 98(393), pages 1148-1170, December.
    3. 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.
    4. Marenya, Paswel P. & Barrett, Christopher B., 2007. "Household-level determinants of adoption of improved natural resources management practices among smallholder farmers in western Kenya," Food Policy, Elsevier, vol. 32(4), pages 515-536, August.
    5. Asfaw, Solomon & McCarthy, Nancy & Lipper, Leslie & Arslan, Aslihan & Cattaneo, Andrea & Kachulu, Mutie, "undated". "Climate variability, adaptation strategies and food security in Malawi," ESA Working Papers 288980, Food and Agriculture Organization of the United Nations, Agricultural Development Economics Division (ESA).
    6. Hailemariam Teklewold & Menale Kassie & Bekele Shiferaw, 2013. "Adoption of Multiple Sustainable Agricultural Practices in Rural Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 597-623, September.
    7. Rose, Elaina, 2001. "Ex ante and ex post labor supply response to risk in a low-income area," Journal of Development Economics, Elsevier, vol. 64(2), pages 371-388, April.
    8. Rasmus Heltberg & Niels Lund, 2009. "Shocks, Coping, and Outcomes for Pakistan's Poor: Health Risks Predominate," Journal of Development Studies, Taylor & Francis Journals, vol. 45(6), pages 889-910.
    9. Solomon Asfaw & Federica Di Battista & Leslie Lipper, 2016. "Agricultural Technology Adoption under Climate Change in the Sahel: Micro-evidence from Niger," Journal of African Economies, Centre for the Study of African Economies, vol. 25(5), pages 637-669.
    10. Heltberg, R. & Tarp, F., 2002. "Agricultural supply response and poverty in Mozambique," Food Policy, Elsevier, vol. 27(2), pages 103-124, April.
    11. JunJie Wu & Bruce A. Babcock, 1998. "The Choice of Tillage, Rotation, and Soil Testing Practices: Economic and Environmental Implications," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(3), pages 494-511.
    12. 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.
    13. Priscilla Wainaina & Songporne Tongruksawattana & Matin Qaim, 2016. "Tradeoffs and complementarities in the adoption of improved seeds, fertilizer, and natural resource management technologies in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 47(3), pages 351-362, May.
    14. Salvatore Falco & Marcella Veronesi, 2018. "Managing Environmental Risk in Presence of Climate Change: The Role of Adaptation in the Nile Basin of Ethiopia," Natural Resource Management and Policy, in: Leslie Lipper & Nancy McCarthy & David Zilberman & Solomon Asfaw & Giacomo Branca (ed.), Climate Smart Agriculture, pages 497-526, Springer.
    15. Udry, Christopher, 1995. "Risk and Saving in Northern Nigeria," American Economic Review, American Economic Association, vol. 85(5), pages 1287-1300, December.
    16. Meike Wollni & David R. Lee & Janice E. Thies, 2010. "Conservation agriculture, organic marketing, and collective action in the Honduran hillsides," Agricultural Economics, International Association of Agricultural Economists, vol. 41(3‐4), pages 373-384, May.
    17. Paxson, Christina H, 1992. "Using Weather Variability to Estimate the Response of Savings to Transitory Income in Thailand," American Economic Review, American Economic Association, vol. 82(1), pages 15-33, March.
    18. Oriana Bandiera & Imran Rasul, 2006. "Social Networks and Technology Adoption in Northern Mozambique," Economic Journal, Royal Economic Society, vol. 116(514), pages 869-902, October.
    19. Anjini Kochar, 1999. "Smoothing Consumption by Smoothing Income: Hours-of-Work Responses to Idiosyncratic Agricultural Shocks in Rural India," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 50-61, February.
    20. Christopher Udry, 1994. "Risk and Insurance in a Rural Credit Market: An Empirical Investigation in Northern Nigeria," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 495-526.
    21. Awudu Abdulai & Wallace Huffman, 2014. "The Adoption and Impact of Soil and Water Conservation Technology: An Endogenous Switching Regression Application," Land Economics, University of Wisconsin Press, vol. 90(1), pages 26-43.
    22. Ndiritu, S. Wagura & Kassie, Menale & Shiferaw, Bekele, 2014. "Are there systematic gender differences in the adoption of sustainable agricultural intensification practices? Evidence from Kenya," Food Policy, Elsevier, vol. 49(P1), pages 117-127.
    23. Margriet Caswell & David Zilberman, 1985. "The Choices of Irrigation Technologies in California," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(2), pages 224-234.
    24. Hans G. P. Jansen & John Pender & Amy Damon & Willem Wielemaker & Rob Schipper, 2006. "Policies for sustainable development in the hillside areas of Honduras: a quantitative livelihoods approach," Agricultural Economics, International Association of Agricultural Economists, vol. 34(2), pages 141-153, March.
    25. Dzanku, Fred M. & Jirström, Magnus & Marstorp, Håkan, 2015. "Yield Gap-Based Poverty Gaps in Rural Sub-Saharan Africa," World Development, Elsevier, vol. 67(C), pages 336-362.
    26. Feder, Gershon & Just, Richard E & Zilberman, David, 1985. "Adoption of Agricultural Innovations in Developing Countries: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 33(2), pages 255-298, January.
    27. Yu, Li & Hurley, Terrance & Kliebenstein, James & Orazem, Peter, 2012. "A test for complementarities among multiple technologies that avoids the curse of dimensionality," Economics Letters, Elsevier, vol. 116(3), pages 354-357.
    28. Bekele, Wagayehu & Drake, Lars, 2003. "Soil and water conservation decision behavior of subsistence farmers in the Eastern Highlands of Ethiopia: a case study of the Hunde-Lafto area," Ecological Economics, Elsevier, vol. 46(3), pages 437-451, October.
    29. Khundi, Fydess & Jagger, Pamela & Shively, Gerald & Sserunkuuma, Dick, 2011. "Income, poverty and charcoal production in Uganda," Forest Policy and Economics, Elsevier, vol. 13(3), pages 199-205, March.
    30. Sheahan, Megan & Barrett, Christopher B., 2017. "Ten striking facts about agricultural input use in Sub-Saharan Africa," Food Policy, Elsevier, vol. 67(C), pages 12-25.
    31. Belderbos, Rene & Carree, Martin & Diederen, Bert & Lokshin, Boris & Veugelers, Reinhilde, 2004. "Heterogeneity in R&D cooperation strategies," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1237-1263, November.
    32. Temesgen Tadesse Deressa & Rashid M. Hassan, 2009. "Economic Impact of Climate Change on Crop Production in Ethiopia: Evidence from Cross-section Measures," Journal of African Economies, Centre for the Study of African Economies, vol. 18(4), pages 529-554, August.
    33. Amsalu, Aklilu & de Graaff, Jan, 2007. "Determinants of adoption and continued use of stone terraces for soil and water conservation in an Ethiopian highland watershed," Ecological Economics, Elsevier, vol. 61(2-3), pages 294-302, March.
    34. Baidu-Forson, J., 1999. "Factors influencing adoption of land-enhancing technology in the Sahel: lessons from a case study in Niger," Agricultural Economics, Blackwell, vol. 20(3), pages 231-239, May.
    35. Jeffrey H. Dorfman, 1996. "Modeling Multiple Adoption Decisions in a Joint Framework," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(3), pages 547-557.
    36. Beegle, Kathleen & Dehejia, Rajeev H. & Gatti, Roberta, 2006. "Child labor and agricultural shocks," Journal of Development Economics, Elsevier, vol. 81(1), pages 80-96, October.
    37. Madhu Khanna, 2001. "Sequential Adoption of Site-Specific Technologies and its Implications for Nitrogen Productivity: A Double Selectivity Model," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(1), pages 35-51.
    38. Shiferaw, Bekele & Kassie, Menale & Jaleta, Moti & Yirga, Chilot, 2014. "Adoption of improved wheat varieties and impacts on household food security in Ethiopia," Food Policy, Elsevier, vol. 44(C), pages 272-284.
    39. Timothy Besley, 1995. "Nonmarket Institutions for Credit and Risk Sharing in Low-Income Countries," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 115-127, Summer.
    40. Takasaki, Yoshito & Barham, Bradford L. & Coomes, Oliver T., 2004. "Risk coping strategies in tropical forests: floods, illnesses, and resource extraction," Environment and Development Economics, Cambridge University Press, vol. 9(2), pages 203-224, May.
    41. Somda, Jacques & Nianogo, A. Joseph & Nassa, Suleymane & Sanou, Seydou, 2002. "Soil fertility management and socio-economic factors in crop-livestock systems in Burkina Faso: a case study of composting technology," Ecological Economics, Elsevier, vol. 43(2-3), pages 175-183, December.
    42. Pramila Krishnan & Manasa Patnam, 2014. "Neighbors and Extension Agents in Ethiopia: Who Matters More for Technology Adoption?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 308-327.
    43. Kassie, Menale & Jaleta, Moti & Shiferaw, Bekele & Mmbando, Frank & Mekuria, Mulugetta, 2013. "Adoption of interrelated sustainable agricultural practices in smallholder systems: Evidence from rural Tanzania," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 525-540.
    44. Bethelhem Debela & Gerald Shively & Arild Angelsen & Mette Wik, 2012. "Economic Shocks, Diversification, and Forest Use in Uganda," Land Economics, University of Wisconsin Press, vol. 88(1), pages 139-154.
    45. Ephraim Chirwa, 2005. "Adoption of fertiliser and hybrid seeds by smallholder maize farmers in Southern Malawi," Development Southern Africa, Taylor & Francis Journals, vol. 22(1), pages 1-12.
    46. Subhrendu K. Pattanayak & Erin O. Sills, 2001. "Do Tropical Forests Provide Natural Insurance? The Microeconomics of Non-Timber Forest Product Collection in the Brazilian Amazon," Land Economics, University of Wisconsin Press, vol. 77(4), pages 595-612.
    47. Catherine Porter, 2012. "Shocks, Consumption and Income Diversification in Rural Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 48(9), pages 1209-1222, September.
    48. Hassan, Rashid M. & Nhemachena, Charles, 2008. "Determinants of African farmers’ strategies for adapting to climate change: Multinomial choice analysis," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 2(01), pages 1-22, March.
    49. Seo, S. Niggol & Mendelsohn, Robert, 2008. "A structural ricardian analysis of climate change impacts and adaptations in African agriculture," Policy Research Working Paper Series 4603, The World Bank.
    50. Khonje, Makaiko & Manda, Julius & Alene, Arega D. & Kassie, Menale, 2015. "Analysis of Adoption and Impacts of Improved Maize Varieties in Eastern Zambia," World Development, Elsevier, vol. 66(C), pages 695-706.
    51. John Pender & Berhanu Gebremedhin, 2008. "Determinants of Agricultural and Land Management Practices and Impacts on Crop Production and Household Income in the Highlands of Tigray, Ethiopia," Journal of African Economies, Centre for the Study of African Economies, vol. 17(3), pages 395-450, June.
    52. Erwin Bulte & Gonne Beekman & Salvatore Di Falco & Joseph Hella & Pan Lei, 2014. "Behavioral Responses and the Impact of New Agricultural Technologies: Evidence from a Double-blind Field Experiment in Tanzania," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(3), pages 813-830.
    53. Fisher, Monica & Chaudhury, Moushumi & McCusker, Brent, 2010. "Do Forests Help Rural Households Adapt to Climate Variability? Evidence from Southern Malawi," World Development, Elsevier, vol. 38(9), pages 1241-1250, September.
    54. Völker, Marc & Waibel, Hermann, 2010. "Do rural households extract more forest products in times of crisis? Evidence from the mountainous uplands of Vietnam," Forest Policy and Economics, Elsevier, vol. 12(6), pages 407-414, July.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ndiritu, S. Wagura & Kassie, Menale & Shiferaw, Bekele, 2014. "Are there systematic gender differences in the adoption of sustainable agricultural intensification practices? Evidence from Kenya," Food Policy, Elsevier, vol. 49(P1), pages 117-127.
    2. Musa Hasen Ahmed & Kassahun Mamo Geleta & Aemro Tazeze & Hiwot Mekonnen Mesfin & Eden Andualem Tilahun, 2017. "Cropping systems diversification, improved seed, manure and inorganic fertilizer adoption by maize producers of eastern Ethiopia," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 6(1), pages 1-16, December.
    3. Aslihan Arslan & Kristin Floress & Christine Lamanna & Leslie Lipper & Solomon Asfaw & Todd Rosenstock, "undated". "IFAD RESEARCH SERIES 63 - The adoption of improved agricultural technologies - A meta-analysis for Africa," IFAD Research Series 304758, International Fund for Agricultural Development (IFAD).
    4. Kazushi Takahashi & Rie Muraoka & Keijiro Otsuka, 2020. "Technology adoption, impact, and extension in developing countries’ agriculture: A review of the recent literature," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 31-45, January.
    5. Oumer, Ali M. & Burton, Michael, "undated". "Drivers and Synergies in the Adoption of Sustainable Agricultural Intensification Practices: A Dynamic Perspective," 2018 Annual Meeting, August 5-7, Washington, D.C. 273871, Agricultural and Applied Economics Association.
    6. Hailemariam Teklewold & Alemu Mekonnen & Gunnar Kohlin & Salvatore Di Falco, 2017. "Does Adoption Of Multiple Climate-Smart Practices Improve Farmers’ Climate Resilience? Empirical Evidence From The Nile Basin Of Ethiopia," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-30, February.
    7. Teklewold, Hailemariam & Mekonnen, Alemu, 2017. "The Tilling of Land in a Changing Climate: Panel Data Evidence from the Nile Basin of Ethiopia," EfD Discussion Paper 17-3, Environment for Development, University of Gothenburg.
    8. Kassie, Menale & Jaleta, Moti & Shiferaw, Bekele & Mmbando, Frank & Muricho, Geoffrey, 2012. "Plot and Household-Level Determinants of Sustainable Agricultural Practices in Rural Tanzania," RFF Working Paper Series dp-12-02-efd, Resources for the Future.
    9. Tolulope E. Oladimeji & Oyakhilomen Oyinbo & Abubakar A. Hassan & Oseni Yusuf, 2020. "Understanding the Interdependence and Temporal Dynamics of Smallholders’ Adoption of Soil Conservation Practices: Evidence from Nigeria," Sustainability, MDPI, vol. 12(7), pages 1-21, March.
    10. Teklewold, Hailemariam & Gebrehiwot, Tagel & Bezabih, Mintewab, 2019. "Climate smart agricultural practices and gender differentiated nutrition outcome: An empirical evidence from Ethiopia," World Development, Elsevier, vol. 122(C), pages 38-53.
    11. Varma, Poornima, 2017. "Adoption of System of Rice Intensification and its Impact on Rice Yields and Household Income: An Analysis for India," IIMA Working Papers WP2017-02-03, Indian Institute of Management Ahmedabad, Research and Publication Department.
    12. Kumar, Suresh & Singh, Dharm Raj & Mondal, Biswajit & Palanisamy, Venkatesh & Kumar, Anil, 2021. "Does Adoption of Soil Bund Increase Sorghum Productivity? Some Empirical Evidence from Drought Prone Areas of Karnataka, India," 2021 Conference, August 17-31, 2021, Virtual 315343, International Association of Agricultural Economists.
    13. Varma, P., 2018. "Adoption and the Impact of System of Rice Intensification on Rice Yields and Household Income: A study for India," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275986, International Association of Agricultural Economists.
    14. Arslan, Aslihan & Belotti, Federico & Lipper, Leslie, 2017. "Smallholder productivity and weather shocks: Adoption and impact of widely promoted agricultural practices in Tanzania," Food Policy, Elsevier, vol. 69(C), pages 68-81.
    15. Kassie, Menale & Jaleta, Moti & Shiferaw, Bekele A. & Mmbando, Frank & Mekuria, Mulugetta, 2012. "Interdependence in Farmer Technology Adoption Decisions in Smallholder Systems: Joint Estimation of Investments in Sustainable Agricultural Practices in Rural Tanzania," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126791, International Association of Agricultural Economists.
    16. Beatrice W. Muriithi & Kassie Menale & Gracious Diiro & Geoffrey Muricho, 2018. "Does gender matter in the adoption of push-pull pest management and other sustainable agricultural practices? Evidence from Western Kenya," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(2), pages 253-272, April.
    17. Ruzzante, Sacha & Labarta, Ricardo & Bilton, Amy, 2021. "Adoption of agricultural technology in the developing world: A meta-analysis of the empirical literature," World Development, Elsevier, vol. 146(C).
    18. Kirui, Oliver & Mrzabaev, Alisher, 2015. "Costs of landj degradation in Eastern Africa," 2015 Conference, August 9-14, 2015, Milan, Italy 212007, International Association of Agricultural Economists.
    19. Asfaw, Solomon & Lipper, Leslie, 2015. "Adaptation to Climate Change and its Impacts on Food Security: Evidence from Niger," 2015 Conference, August 9-14, 2015, Milan, Italy 225667, International Association of Agricultural Economists.
    20. Theriault, Veronique & Smale, Melinda & Haider, Hamza, 2017. "How Does Gender Affect Sustainable Intensification of Cereal Production in the West African Sahel? Evidence from Burkina Faso," World Development, Elsevier, vol. 92(C), pages 177-191.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • 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
    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jfpoli:v:74:y:2018:i:c:p:154-161. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/foodpol .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.