IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/41329.html
   My bibliography  Save this paper

Determinants of Agricultural Technology adoption: the Case of Improved Pigeonpea Varieties in Tanzania

Author

Listed:
  • Simtowe, Franklin

Abstract

If dryland legumes are to meet the expectations of reducing poverty and hunger in the semi-Arid Tropics, there will be need for a full understanding of their potential for diffusion and the barriers to adoption. We apply a program evaluation technique to data obtained from Tanzania to derive estimates of the actual and potential adoption rates of improved pigeonpea varieties and their determinants. The study reveals that only 33% of the sampled farmers were aware of the improved pigeonpea varieties which consequently restricted the sample adoption rate of improved varieties to only 19%. The potential adoption rate of improved pigeonpea if all farmers had been exposed to improved varieties is estimated at 62% and the adoption gap resulting from the incomplete exposure of the population to the improved pigeonpea is 43%. We further find that the awareness of improved varieties is mainly influenced by attendance of Participatory Variety Selection activities. The adoption of improved varieties is more pronounced among farmers with smaller landholdings suggesting that farmers facing land pressure intensify pigeonpea production through the adoption of improved high yielding varieties. The findings are indicative of the relatively large demand for improved pigeonpea varieties suggesting that there is scope for increasing their adoption rate in Tanzania once the farmers are made aware of the existence of the technologies.

Suggested Citation

  • Simtowe, Franklin, 2011. "Determinants of Agricultural Technology adoption: the Case of Improved Pigeonpea Varieties in Tanzania," MPRA Paper 41329, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:41329
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/41329/1/MPRA_paper_41329.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. Kassie, Menale & Zikhali, Precious & Manjur, Kebede & Edwards, Sue, 2009. "Adoption of Organic Farming Techniques: Evidence from a Semi-Arid Region of Ethiopia," RFF Working Paper Series dp-09-01-efd, Resources for the Future.
    5. Saha Atanu & H. Alan Love & Robert Schwart, 1994. "Adoption of Emerging Technologies Under Output Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(4), pages 836-846.
    6. Jacqueline A. Ashby & Louise Sperling, 1995. "Institutionalizing Participatory, Client‐Driven Research and Technology Development in Agriculture," Development and Change, International Institute of Social Studies, vol. 26(4), pages 753-770, October.
    7. Kassie, Menale & Shiferaw, Bekele & Muricho, Geoffrey, 2011. "Agricultural Technology, Crop Income, and Poverty Alleviation in Uganda," World Development, Elsevier, vol. 39(10), pages 1784-1795.
    8. Babatunde Durosomo, 1993. "Technology adoption and Sub-Sahara african agriculture: The sustainable development option," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 10(4), pages 58-70, September.
    9. Besley, Timothy & Case, Anne, 1993. "Modeling Technology Adoption in Developing Countries," American Economic Review, American Economic Association, vol. 83(2), pages 396-402, May.
    10. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    11. Kibaara, Betty & Ariga, Joshua & Olwande, John & Jayne, Thom S., 2008. "Trends in Kenyan Agricultural Productivity: 1997-2007," Working Papers 202611, Egerton University, Tegemeo Institute of Agricultural Policy and Development.
    12. Richard Blundell & Monica Costa Dias, 2000. "Evaluation methods for non-experimental data," Fiscal Studies, Institute for Fiscal Studies, vol. 21(4), pages 427-468, January.
    13. 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.
    14. Dimara, Efthalia & Skuras, Dimitris, 2003. "Adoption of agricultural innovations as a two-stage partial observability process," Agricultural Economics, Blackwell, vol. 28(3), pages 187-196, May.
    15. 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.
    16. Simtowe, Franklin, 2006. "Can Risk-aversion towards fertilizer explain part of the non-adoption puzzle for hybrid maize? Empirical evidence from Malawi," MPRA Paper 1241, University Library of Munich, Germany, revised 20 Dec 2006.
    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. Ochieng, Hannington Odido & Ojiem, John & Otieno, Joyce, 2019. "Farmer versus Researcher data collection methodologies: Understanding variations and associated trade-offs," AfricArxiv ncw8a, Center for Open Science.
    2. Brendan Brown & Ian Nuberg & Rick Llewellyn, 2020. "From interest to implementation: exploring farmer progression of conservation agriculture in Eastern and Southern Africa," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(4), pages 3159-3177, April.
    3. Paudel, Gokul P. & KC, Dilli Bahadur & Rahut, Dil Bahadur & Khanal, Narayan P. & Justice, Scott E. & McDonald, Andrew J., 2019. "Smallholder farmers' willingness to pay for scale-appropriate farm mechanization: Evidence from the mid-hills of Nepal," Technology in Society, Elsevier, vol. 59(C).
    4. Mwangi, Backson & Obare, Gideon A. & Murage, Alice, 2014. "Estimating the Adoption Rates of Two Contrasting Striga Weeds Control Technologies in Kenya," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 53(3), pages 1-18, August.
    5. Awotide, Bola Amoke & Ogunniyi, Adebayo & Olagunju, Kehinde Oluseyi & Manda, Julius & Alene, Arega & Nguena, Christian Lambert & Manyong, Victor & Abdoulaye, Tahirou, 2021. "Does Adoption of Improved Agricultural Technologies Impact Welfare, Poverty and Food Security in the Sahelian Region of West Africa?," 2021 Conference, August 17-31, 2021, Virtual 315119, International Association of Agricultural Economists.
    6. Martha Swamila & Damas Philip & Adam Meshack Akyoo & Stefan Sieber & Mateete Bekunda & Anthony Anderson Kimaro, 2020. "Gliricidia Agroforestry Technology Adoption Potential in Selected Dryland Areas of Dodoma Region, Tanzania," Agriculture, MDPI, vol. 10(7), pages 1-17, July.
    7. Aslihan Arslan & Kristin Floress & Christine Lamanna & Leslie Lipper & Solomon Asfaw & Todd Rosenstock, 2020. "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).
    8. Md. Sadique Rahman & Monoj Kumar Majumder, 2021. "Drivers of adoption and impacts of an eco-friendly agricultural technology in Bangladesh," SN Business & Economics, Springer, vol. 1(12), pages 1-18, December.
    9. Mgendi, By George & Mao, Shiping & Qiao, Fangbin, 2022. "Does agricultural training and demonstration matter in technology adoption? The empirical evidence from small rice farmers in Tanzania," Technology in Society, Elsevier, vol. 70(C).
    10. Ambong, R.M.A., 2022. "Methods of Rice Technology Adoption Studies in the Philippines and Other Asian Countries: A Systematic Review," Research on World Agricultural Economy, Nan Yang Academy of Sciences Pte Ltd (NASS), vol. 3(2), May.
    11. Pandey, Sushil & Suphanchaimat, Nongluck & Velasco, Ma. Lourdes, 2012. "The Patterns of Spread and Economics of a Labor-Saving Innovation in Rice Production: the Case of Direct Seeding in Northeast Thailand," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 51(4), pages 1-24, November.
    12. Lungu, Harad Chuma, 2019. "Determinants of climate smart agricultural technology adoption in the Northern Province of Zambia," Research Theses 334754, Collaborative Masters Program in Agricultural and Applied Economics.
    13. Gideon Danso-Abbeam & Gilbert Dagunga & Dennis Sedem Ehiakpor, 2019. "Adoption of Zai technology for soil fertility management: evidence from Upper East region, Ghana," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 8(1), pages 1-14, December.
    14. Felister Y. Tibamanya & Mursali A. Milanzi & Arne Henningsen, 2021. "Drivers of and Barriers to Adoption of Improved Sun- flower Varieties amongst Smallholder Farmers in Singida, Tanzania: the Double-Hurdle Approach," IFRO Working Paper 2021/03, University of Copenhagen, Department of Food and Resource Economics.
    15. Yasir A. Nasereldin & Abbas Ali Chandio & Maurice Osewe & Muhammad Abdullah & Yueqing Ji, 2023. "The Credit Accessibility and Adoption of New Agricultural Inputs Nexus: Assessing the Role of Financial Institutions in Sudan," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    16. Srijna Jha & Harald Kaechele & Marcos Lana & T.S Amjath-Babu & Stefan Sieber, 2020. "Exploring Farmers’ Perceptions of Agricultural Technologies: A Case Study from Tanzania," Sustainability, MDPI, vol. 12(3), pages 1-21, January.
    17. Fassil, Eshetu & Jema, Haji & Mengistu, Ketema & Abule, Mehare, 2023. "Impact of Rural Out-Migration on Agricultural Technology Adoption of Rural Households in Southern Ethiopia," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 15(1), January.
    18. Zahra Saidi Majili & Cornelio Nyaruhucha & Kissa Kulwa & Khamaldin Mutabazi & Constance Rybak & Stefan Sieber, 2020. "Preferences and Consumption of Pigeon Peas among Rural Households as Determinants for Developing Diversified Products for Sustainable Health," Sustainability, MDPI, vol. 12(15), pages 1-15, July.
    19. Maredia, Mywish K. & Farris, Jarrad G. & Mason, Nicole M. & Morgan, Stephen N., 2022. "Effectiveness of farmer-led extension that combines demonstration plots and free trial packs: A field experiment in Tanzania," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322528, Agricultural and Applied Economics Association.
    20. Birhanu, Mulugeta Yitayih & Girma, Anteneh & Puskur, Ranjitha, 2017. "Determinants of success and intensity of livestock feed technologies use in Ethiopia: Evidence from a positive deviance perspective," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 15-25.
    21. Raghu, Prabhakaran T. & Erenstein, Olaf & Böber, Christian & Krishna, Vijesh V., 2015. "Adoption and Outcomes of Hybrid Maize in the Marginal Areas of India," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 54(2), pages 1-26, May.
    22. Gideon Danso-Abbeam & Joshua Antwi Bosiako & Dennis Sedem Ehiakpor & Franklin Nantui Mabe, 2017. "Adoption of improved maize variety among farm households in the northern region of Ghana," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1416896-141, January.
    23. Anjani Kumar & Jaweriah Hazrana & Digvijay S. Negi & Pratap S. Birthal & Gaurav Tripathi, 2021. "Understanding the geographic pattern of diffusion of modern crop varieties in India: a multilevel modeling approach," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(3), pages 637-651, June.
    24. Kpade, Patrice Cokou & Mensah, Edouard Romeo, 2013. "Facteurs d’adoption de la lutte étagée ciblée au Nord-Bénin," Économie rurale, French Society of Rural Economics (SFER Société Française d'Economie Rurale), vol. 338(November-).

    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. Maurice Ogada & Germano Mwabu & Diana Muchai, 2014. "Farm technology adoption in Kenya: a simultaneous estimation of inorganic fertilizer and improved maize variety adoption decisions," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 2(1), pages 1-18, December.
    2. 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.
    3. Mary Thuo & Alexandra Bell & Boris Bravo-Ureta & Michée Lachaud & David Okello & Evelyn Okoko & Nelson Kidula & Carl Deom & Naveen Puppala, 2014. "Effects of social network factors on information acquisition and adoption of improved groundnut varieties: the case of Uganda and Kenya," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 31(3), pages 339-353, September.
    4. 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.
    5. Wollni, Meike & Andersson, Camilla, 2014. "Spatial patterns of organic agriculture adoption: Evidence from Honduras," Ecological Economics, Elsevier, vol. 97(C), pages 120-128.
    6. Aliou Diagne, 2012. "Adoption: a new Stata routine for estimating consistently population technological adoption parameters," SAN12 Stata Conference 17, Stata Users Group.
    7. 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.
    8. Mira Frick & Yuhta Ishii, 2015. "Innovation Adoption by Forward-Looking Social Learners," Cowles Foundation Discussion Papers 1877, Cowles Foundation for Research in Economics, Yale University.
    9. Benedict Afful Jr., Ph.D, 2021. "Drivers of Weedicide Adoption among Peseant Maize Farmers in the Northern Region of Ghana," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 5(2), pages 61-71, February.
    10. 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).
    11. César Salazar & John Rand, 2016. "Production risk and adoption of irrigation technology: evidence from small-scale farmers in Chile," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 25(1), pages 1-37, December.
    12. Abebe, Gumataw K. & Bijman, Jos & Pascucci, Stefano & Omta, Onno, 2013. "Adoption of improved potato varieties in Ethiopia: The role of agricultural knowledge and innovation system and smallholder farmers’ quality assessment," Agricultural Systems, Elsevier, vol. 122(C), pages 22-32.
    13. Gine, Xavier & Klonner, Stefan, 2005. "Credit constraints as a barrier to technology adoption by the poor : lessons from South Indian small-scale fishery," Policy Research Working Paper Series 3665, The World Bank.
    14. 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.
    15. Mukasa, Adamon N., 2018. "Technology adoption and risk exposure among smallholder farmers: Panel data evidence from Tanzania and Uganda," World Development, Elsevier, vol. 105(C), pages 299-309.
    16. 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).
    17. Diagne, Aliou, 2006. "Taking a New Look at Empirical Models of Adoption: Average Treatment Effect Estimation of Adoption Rates and their Determinants," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25623, International Association of Agricultural Economists.
    18. Lim, Krisha & Wichmann, Bruno & Luckert, Martin, 2021. "Adaptation, spatial effects, and targeting: Evidence from Africa and Asia," World Development, Elsevier, vol. 139(C).
    19. Mukasa Adamon N., 2016. "Working Paper 233 - Technology Adoption and Risk Exposure among Smallholder Farmers: Panel Data Evidence from Tanzania and Uganda," Working Paper Series 2328, African Development Bank.

    More about this item

    Keywords

    pigeonpea; adoption; average treatment effect; Tanzania;
    All these keywords.

    JEL classification:

    • B21 - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925 - - - Microeconomics
    • A10 - General Economics and Teaching - - General Economics - - - General

    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:pra:mprapa:41329. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.