IDEAS home Printed from https://ideas.repec.org/p/unm/unumer/2017008.html
   My bibliography  Save this paper

Impact of agricultural technology adoption on market participation in the rural social network system

Author

Listed:
  • Mekonnen, Tigist

    (UNU-MERIT, and Maastricht University)

Abstract

This paper provides empirical evidence regarding the impact of agricultural technologies on smallholders’ output market participation. The analysis is based on Farmer Innovation Fund impact evaluation survey collected by the World Bank in 2010-2012 covering 2,675 households in Ethiopia. Endogenous treatment effect and sample selection models are employed to account for the self-selection bias in technology adoption and market participation. Regressions based on matching techniques are employed for robustness check. The estimation results show that the use of improved agricultural inputs significantly affects farm households marketable surplus production. We found evidence that application of high-yielding varieties increases surplus crop production by 7.39 percent per year, whereas chemical fertilizer use increases surplus by 2.32 percent. When farmers apply the two inputs jointly, marketed surplus increases by 6 percent which establish the complementarity of the two technologies. Marketable surplus crop production and market participation of farmers are determined by access to modern inputs, crop price, farm size, availability of labor, and infrastructure. Access to credit and training fosters technology adoption. Therefore, agriculture and rural development policy need to focus on supporting agricultural technology adoption.

Suggested Citation

  • Mekonnen, Tigist, 2017. "Impact of agricultural technology adoption on market participation in the rural social network system," MERIT Working Papers 2017-008, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  • Handle: RePEc:unm:unumer:2017008
    as

    Download full text from publisher

    File URL: https://www.merit.unu.edu/publications/wppdf/2017/wp2017-008.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Carol Newman & Maeve Henchion & Alan Matthews, 2003. "A double-hurdle model of Irish household expenditure on prepared meals," Applied Economics, Taylor & Francis Journals, vol. 35(9), pages 1053-1061.
    2. Yu, Bingxin & Nin-Pratt, Alejandro & Funes, José & Gemessa, Sinafikeh Asrat, 2011. "Cereal production and technology adoption in Ethiopia:," IFPRI discussion papers 1131, International Food Policy Research Institute (IFPRI).
    3. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    4. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    5. Barrett, Christopher B., 2008. "Smallholder market participation: Concepts and evidence from eastern and southern Africa," Food Policy, Elsevier, vol. 33(4), pages 299-317, August.
    6. Berhanu Gebremedhin & Moti Jaleta & Dirk Hoekstra, 2009. "Smallholders, institutional services, and commercial transformation in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 40(s1), pages 773-787, November.
    7. Martin Ravallion & Shaohua Chen & Prem Sangraula, 2007. "New Evidence on the Urbanization of Global Poverty," Population and Development Review, The Population Council, Inc., vol. 33(4), pages 667-701, December.
    8. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    9. Foster, Andrew D & Rosenzweig, Mark R, 1995. "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1176-1209, December.
    10. Bekele A. Shiferaw & Tewodros A. Kebede & Liang You, 2008. "Technology adoption under seed access constraints and the economic impacts of improved pigeonpea varieties in Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 39(3), pages 309-323, November.
    11. 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.
    12. World Bank, 2005. "Ethiopia : Well-Being and Poverty in Ethiopia, The Role of Agriculture and Agency," World Bank Publications - Reports 8707, The World Bank Group.
    13. Besley, T. & Case, A., 1994. "Diffusion as a Learning Process: Evidence from HYV Cotton," Papers 174, Princeton, Woodrow Wilson School - Development Studies.
    14. James J. Heckman, 1976. "Introduction to "Annals of Economic and Social Measurement, Volume 5, number 4"," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, National Bureau of Economic Research, Inc.
    15. Mendola, Mariapia, 2007. "Agricultural technology adoption and poverty reduction: A propensity-score matching analysis for rural Bangladesh," Food Policy, Elsevier, vol. 32(3), pages 372-393, June.
    16. A. de Janvry & E. Sadoulet, 2002. "World Poverty and the Role of Agricultural Technology: Direct and Indirect Effects," Journal of Development Studies, Taylor & Francis Journals, vol. 38(4), pages 1-26.
    17. Gebreeyesus Mulu & Iizuka Michiko, 2012. "Discovery of Flower Industry in Ethiopia: Experimentation and Coordination," Journal of Globalization and Development, De Gruyter, vol. 2(2), pages 1-27, January.
    18. Bezu, Sosina & Kassie, Girma T. & Shiferaw, Bekele & Ricker-Gilbert, Jacob, 2014. "Impact of Improved Maize Adoption on Welfare of Farm Households in Malawi: A Panel Data Analysis," World Development, Elsevier, vol. 59(C), pages 120-131.
    19. repec:pri:rpdevs:besley_case_diffusion is not listed on IDEAS
    20. Alex Winter‐Nelson & Anna Temu, 2005. "Impacts of prices and transactions costs on input usage in a liberalizing economy: evidence from Tanzanian coffee growers," Agricultural Economics, International Association of Agricultural Economists, vol. 33(3), pages 243-253, November.
    21. Evenson, Robert E. & Westphal, Larry E., 1995. "Technological change and technology strategy," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 37, pages 2209-2299, Elsevier.
    22. Pingali, Prabhu L. & Rosegrant, Mark W., 1995. "Agricultural commercialization and diversification: processes and policies," Food Policy, Elsevier, vol. 20(3), pages 171-185, June.
    23. Prabhu L. Pingali, 1997. "From Subsistence to Commercial Production Systems: The Transformation of Asian Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(2), pages 628-634.
    24. Besley, Timothy & Case, Anne, 1993. "Modeling Technology Adoption in Developing Countries," American Economic Review, American Economic Association, vol. 83(2), pages 396-402, May.
    25. Stephan J. Goetz, 1992. "A Selectivity Model of Household Food Marketing Behavior in Sub-Saharan Africa," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(2), pages 444-452.
    26. Olivier Cadot & Laure Dutoit & Marcelo Olarreaga, 2005. "How Costly is it for Poor Farmers to Lift Themselves out of Subsistence?," Cahiers de Recherches Economiques du Département d'économie 05.09, Université de Lausanne, Faculté des HEC, Département d’économie.
    27. repec:pri:rpdevs:besley_case_diffusion.pdf is not listed on IDEAS
    28. Arega, D.A. & Manyong, Victor M. & Omanya, G. & Mignouna, H.D. & Bokanga, M. & Odhiambo, George D., 2008. "Smallholder marketed surplus and input use under transactions costs: maize supply and fertilizer demand in Kenya," 2007 Second International Conference, August 20-22, 2007, Accra, Ghana 52074, African Association of Agricultural Economists (AAAE).
    29. Diao, Xinshen & Hazell, Peter, 2004. "Exploring market opportunities for African smallholders," Issue briefs 22, International Food Policy Research Institute (IFPRI).
    30. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    31. Becerril, Javier & Abdulai, Awudu, 2010. "The Impact of Improved Maize Varieties on Poverty in Mexico: A Propensity Score-Matching Approach," World Development, Elsevier, vol. 38(7), pages 1024-1035, July.
    32. Munshi, Kaivan, 2004. "Social learning in a heterogeneous population: technology diffusion in the Indian Green Revolution," Journal of Development Economics, Elsevier, vol. 73(1), pages 185-213, February.
    33. C. Peter Timmer, 1997. "Farmers and Markets: The Political Economy of New Paradigms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(2), pages 621-627.
    34. Arega Alene & V. Manyong, 2007. "The effects of education on agricultural productivity under traditional and improved technology in northern Nigeria: an endogenous switching regression analysis," Empirical Economics, Springer, vol. 32(1), pages 141-159, April.
    35. Kelly, Valerie & Adesina, Akinwumi A. & Gordon, Ann, 2003. "Expanding access to agricultural inputs in Africa: a review of recent market development experience," Food Policy, Elsevier, vol. 28(4), pages 379-404, August.
    36. Alene, Arega D. & Manyong, V.M. & Omanya, G. & Mignouna, H.D. & Bokanga, M. & Odhiambo, G., 2008. "Smallholder market participation under transactions costs: Maize supply and fertilizer demand in Kenya," Food Policy, Elsevier, vol. 33(4), pages 318-328, August.
    37. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    38. Gabre-Madhin, Eleni Z., 2001. "Market institutions, transaction costs, and social capital in the Ethiopian grain market:," Research reports 124, International Food Policy Research Institute (IFPRI).
    39. Colin Vance & Jacqueline Geoghegan, 2004. "Modeling the Determinants of Semi-Subsistent and Commercial Land Uses in an Agricultural Frontier of Southern Mexico: A Switching Regression Approach," International Regional Science Review, , vol. 27(3), pages 326-347, July.
    40. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Khush Bukhat Zahid, 2023. "Household Market Participation, Access, and Farm Productivity in AJK: Evidence from Farm Household Data," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 62(3), pages 375-394.
    2. Hamdiyah Alhassan & Benjamin Musah Abu & Paul Kwame Nkegbe, 2020. "Access to Credit, Farm Productivity and Market Participation in Ghana: A Conditional Mixed Process Approach," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 14(2), pages 226-246, May.

    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. Tigist Mekonnen Melesse, 2015. "Agricultural Technology Adoption and Market Participation under Learning Externality: Impact Evaluation on Small-scale Agriculture from Rural Ethiopia," Working Papers 2015/06, Maastricht School of Management.
    2. Garbero, A. & Marion, P., 2018. "IFAD RESEARCH SERIES 28 - Understanding the dynamics of adoption decisions and their poverty impacts: the case of improved maize seeds in Uganda," IFAD Research Series 280077, International Fund for Agricultural Development (IFAD).
    3. B Kelsey Jack, "undated". "Market Inefficiencies and the Adoption of Agricultural Technologies in Developing Countries," CID Working Papers 50, Center for International Development at Harvard University.
    4. Dlamini, Lucinda Nosizo, 2019. "Determinants of commercial orientation and the level of market participation by women maize farmers in Eswatini," Research Theses 334763, Collaborative Masters Program in Agricultural and Applied Economics.
    5. Kondylis, Florence & Mueller, Valerie, 2012. "Seeing is Believing? Evidence from a Demonstration Plot Experiment in Mozambique:," MSSP working papers 1, International Food Policy Research Institute (IFPRI).
    6. Gebru, Menasbo & Holden , Stein T. & Alfnes, Frode, 2020. "Adoption of agricultural technologies in the semi-arid northern Ethiopia: A Panel Data Analysis," CLTS Working Papers 3/20, Norwegian University of Life Sciences, Centre for Land Tenure Studies.
    7. Justus Ochieng & Beatrice Knerr & George Owuor & Emily Ouma, 2020. "Food crops commercialization and household livelihoods: Evidence from rural regions in Central Africa," Agribusiness, John Wiley & Sons, Ltd., vol. 36(2), pages 318-338, April.
    8. Tesfaye Woldeyohanes & Thomas Heckelei & Yves Surry, 2017. "Effect of off-farm income on smallholder commercialization: panel evidence from rural households in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 48(2), pages 207-218, March.
    9. Menasbo Gebru & Stein T. Holden & Frode Alfnes, 2021. "Adoption analysis of agricultural technologies in the semiarid northern Ethiopia: a panel data analysis," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-16, December.
    10. Mekonnen, Tigist, 2017. "Productivity and household welfare impact of technology adoption: Micro-level evidence from rural Ethiopia," MERIT Working Papers 2017-007, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    11. Anna Folke Larsen, 2015. "The network at work: Diffusion of banana cultivation in Tanzania," CAM Working Papers camwp2015_01, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
    12. Yamauchi, Futoshi, 2007. "Social learning, neighborhood effects, and investment in human capital: Evidence from Green-Revolution India," Journal of Development Economics, Elsevier, vol. 83(1), pages 37-62, May.
    13. Gebremedhin, Berhanu & Jaleta, Moti, 2013. "Policy Imperatives of Commercial Transformation of Smallholders: Market Orientation Versus market Participation in Ethiopia," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 160580, African Association of Agricultural Economists (AAAE).
    14. Raju Ghimire & Wen-Chi Huang, 2015. "Household wealth and adoption of improved maize varieties in Nepal: a double-hurdle approach," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 7(6), pages 1321-1335, December.
    15. Tesfay, M., 2018. "Adoption of diversified farm technology in a semi arid of northern Ethiopia: A Panel Data Analysis," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 276008, International Association of Agricultural Economists.
    16. Gin, Xavier & Yang, Dean, 2009. "Insurance, credit, and technology adoption: Field experimental evidencefrom Malawi," Journal of Development Economics, Elsevier, vol. 89(1), pages 1-11, May.
    17. Anna Folke Larsen, 2019. "When knowledgeable neighbors also share seedlings: diffusion of banana cultivation in Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 50(1), pages 51-65, January.
    18. Gebremedhin, Berhanu & Jaleta, Moti, 2010. "Commercialization of Smallholders: Is Market Participation Enough?," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 96159, African Association of Agricultural Economists (AAAE).
    19. Chatzimichael, Konstantinos & Genius, Margarita & Tzouvelekas, Vangelis, 2014. "Informational cascades and technology adoption: Evidence from Greek and German organic growers," Food Policy, Elsevier, vol. 49(P1), pages 186-195.

    More about this item

    Keywords

    Surplus production; technologies; social network; Ethiopia; agricultural innovation; endogenous treatment effect model;
    All these keywords.

    JEL classification:

    • D04 - Microeconomics - - General - - - Microeconomic Policy: Formulation; Implementation; Evaluation
    • 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
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q13 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Markets and Marketing; Cooperatives; Agribusiness

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:unm:unumer:2017008. 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: Ad Notten (email available below). General contact details of provider: https://edirc.repec.org/data/meritnl.html .

    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.