IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v64y2021ics0160791x20312719.html
   My bibliography  Save this article

Climate-smart cowpea adoption and welfare effects of comprehensive agricultural training programs

Author

Listed:
  • Martey, Edward
  • Etwire, Prince M.
  • Mockshell, Jonathan

Abstract

Agricultural training programs remain one of the primary mechanisms for disseminating modern and climate-smart technologies with the aim to improve the welfare outcomes of smallholder farmers. With persistent low agricultural productivity in Sub Saharan Africa (SSA), the content, effectiveness, and mode of delivery of training programs remain a debate. In this paper, we examine the adoption, productivity, and income effects of participating in a novel comprehensive agricultural training program (CATP) involving cowpea farmers in northern Ghana by using the endogenous switching regression (ESR) model. The CATP requires farmers to complete a set of modules on good agronomic practices to gain informal certification. The results indicate that participating in the CATP increases the adoption of climate-smart cowpea varieties, productivity, and cowpea income by 75, 15, and 24% points, respectively, compared to their mean levels. These positive welfare effects of participating in the CATPs confirm the need to increase capacity-enhancing activities in agricultural development projects, and design mechanisms to eliminate barriers to participation among rural farm households.

Suggested Citation

  • Martey, Edward & Etwire, Prince M. & Mockshell, Jonathan, 2021. "Climate-smart cowpea adoption and welfare effects of comprehensive agricultural training programs," Technology in Society, Elsevier, vol. 64(C).
    • Handle: RePEc:eee:teinso:v:64:y:2021:i:c:s0160791x20312719
    DOI: 10.1016/j.techsoc.2020.101468
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X20312719
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techsoc.2020.101468?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Martey, Edward & Kuwornu, John K.M. & Adjebeng-Danquah, Joseph, 2019. "Estimating the effect of mineral fertilizer use on Land productivity and income: Evidence from Ghana," Land Use Policy, Elsevier, vol. 85(C), pages 463-475.
    2. Nakano, Yuko & Tsusaka, Takuji W. & Aida, Takeshi & Pede, Valerien O., 2018. "Is farmer-to-farmer extension effective? The impact of training on technology adoption and rice farming productivity in Tanzania," World Development, Elsevier, vol. 105(C), pages 336-351.
    3. Godtland, Erin M & Sadoulet, Elisabeth & De Janvry, Alain & Murgai, Rinku & Ortiz, Oscar, 2004. "The Impact of Farmer Field Schools on Knowledge and Productivity: A Study of Potato Farmers in the Peruvian Andes," Economic Development and Cultural Change, University of Chicago Press, vol. 53(1), pages 63-92, October.
    4. Davis, K. & Nkonya, E. & Kato, E. & Mekonnen, D.A. & Odendo, M. & Miiro, R. & Nkuba, J., 2012. "Impact of Farmer Field Schools on Agricultural Productivity and Poverty in East Africa," World Development, Elsevier, vol. 40(2), pages 402-413.
    5. 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.
    6. Tambo, Justice A. & Mockshell, Jonathan, 2018. "Differential Impacts of Conservation Agriculture Technology Options on Household Income in Sub-Saharan Africa," Ecological Economics, Elsevier, vol. 151(C), pages 95-105.
    7. Larsen, Anna Folke & Lilleør, Helene Bie, 2014. "Beyond the Field: The Impact of Farmer Field Schools on Food Security and Poverty Alleviation," World Development, Elsevier, vol. 64(C), pages 843-859.
    8. Feleke, Shiferaw & Manyong, Victor & Abdoulaye, Tahirou & Alene, Arega D., 2016. "Assessing the impacts of cassava technology on poverty reduction in Africa," Studies in Agricultural Economics, Research Institute for Agricultural Economics, vol. 118(2), pages 1-11, August.
    9. Ragasa, Catherine & Mazunda, John, 2018. "The impact of agricultural extension services in the context of a heavily subsidized input system: The case of Malawi," World Development, Elsevier, vol. 105(C), pages 25-47.
    10. 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.
    11. Collins Asante-Addo & Jonathan Mockshell & Manfred Zeller & Khalid Siddig & Irene S. Egyir, 2017. "Agricultural credit provision: what really determines farmers’ participation and credit rationing?," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 77(2), pages 239-256, July.
    12. Tufa, Adane Hirpa & Alene, Arega D. & Manda, Julius & Akinwale, M.G. & Chikoye, David & Feleke, Shiferaw & Wossen, Tesfamicheal & Manyong, Victor, 2019. "The productivity and income effects of adoption of improved soybean varieties and agronomic practices in Malawi," World Development, Elsevier, vol. 124(C), pages 1-1.
    13. Bola Awotide & Arega Alene & Tahirou Abdoulaye & Victor Manyong, 2015. "Impact of agricultural technology adoption on asset ownership: the case of improved cassava varieties in Nigeria," 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 1239-1258, December.
    14. Salvatore Di Falco & Marcella Veronesi & Mahmud Yesuf, 2011. "Does Adaptation to Climate Change Provide Food Security? A Micro-Perspective from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 825-842.
    15. Lee, Lung-Fei & Trost, Robert P., 1978. "Estimation of some limited dependent variable models with application to housing demand," Journal of Econometrics, Elsevier, vol. 8(3), pages 357-382, December.
    16. Salvatore Di Falco & Marcella Veronesi, 2013. "How Can African Agriculture Adapt to Climate Change? A Counterfactual Analysis from Ethiopia," Land Economics, University of Wisconsin Press, vol. 89(4), pages 743-766.
    17. Jock R. Anderson, 2004. "Agricultural Extension: Good Intentions and Hard Realities," The World Bank Research Observer, World Bank, vol. 19(1), pages 41-60.
    18. Mutenje, Munyaradzi Junia & Farnworth, Cathy Rozel & Stirling, Clare & Thierfelder, Christian & Mupangwa, Walter & Nyagumbo, Isaiah, 2019. "A cost-benefit analysis of climate-smart agriculture options in Southern Africa: Balancing gender and technology," Ecological Economics, Elsevier, vol. 163(C), pages 126-137.
    19. 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.
    20. Manda, Julius & Alene, Arega D. & Tufa, Adane H. & Abdoulaye, Tahirou & Wossen, Tesfamicheal & Chikoye, David & Manyong, Victor, 2019. "The poverty impacts of improved cowpea varieties in Nigeria: A counterfactual analysis," World Development, Elsevier, vol. 122(C), pages 261-271.
    21. Tambo, J. & Mockshell, J., 2018. "Differential impacts of conservation agriculture technology options on household welfare in sub-Saharan Africa," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277035, International Association of Agricultural Economists.
    22. Abdoulaye Seck, 2017. "Fertiliser subsidy and agricultural productivity in Senegal," The World Economy, Wiley Blackwell, vol. 40(9), pages 1989-2006, September.
    23. Abdul Nafeo Abdulai, 2016. "Impact of conservation agriculture technology on household welfare in Zambia," Agricultural Economics, International Association of Agricultural Economists, vol. 47(6), pages 729-741, November.
    24. Ma, Wanglin & Abdulai, Awudu, 2016. "Does cooperative membership improve household welfare? Evidence from apple farmers in China," Food Policy, Elsevier, vol. 58(C), pages 94-102.
    25. Tahirou Abdoulaye & Tesfamicheal Wossen & Bola Awotide, 2018. "Impacts of improved maize varieties in Nigeria: ex-post assessment of productivity and welfare outcomes," 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 369-379, April.
    26. 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.
    27. Tambo, Justice A. & Wünscher, Tobias, 2014. "More than adopters: the welfare impacts of farmer innovation in rural Ghana," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170087, Agricultural and Applied Economics Association.
    28. Michael Lokshin & Zurab Sajaia, 2004. "Maximum likelihood estimation of endogenous switching regression models," Stata Journal, StataCorp LP, vol. 4(3), pages 282-289, September.
    29. Asfaw, Solomon & Shiferaw, Bekele & Simtowe, Franklin & Lipper, Leslie, 2012. "Impact of modern agricultural technologies on smallholder welfare: Evidence from Tanzania and Ethiopia," Food Policy, Elsevier, vol. 37(3), pages 283-295.
    30. 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.
    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. Yonas T. Bahta & Joseph P. Musara, 2022. "Quantifying the Impact of COVID-19 Relief Vouchers Schemes on Food Security: Empirical Evidence Insights from South Africa," Land, MDPI, vol. 11(9), pages 1-21, August.
    2. Hanson, Erik D. & Cossette, Max K. & Roberts, David C., 2022. "The adoption and usage of precision agriculture technologies in North Dakota," Technology in Society, Elsevier, vol. 71(C).
    3. Hongyun Zheng & Wanglin Ma, 2022. "Scan the QR Code of Happiness: Can Mobile Payment Adoption Make People Happier?," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(4), pages 2299-2310, August.
    4. Sayed Alim Samim & Xiangzheng Deng & Zhihui Li, 2024. "Climate-smart agricultural practices- determinants and impact on crop production. New insights from Afghanistan," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(8), pages 1-31, December.
    5. Bola Amoke Awotide & Adebayo Ogunniyi & Kehinde Oluseyi Olagunju & Lateef Olalekan Bello & Amadou Youssouf Coulibaly & Alexander Nimo Wiredu & Bourémo Kone & Aly Ahamadou & Victor Manyong & Tahirou Ab, 2022. "Evaluating the Heterogeneous Impacts of Adoption of Climate-Smart Agricultural Technologies on Rural Households’ Welfare in Mali," Agriculture, MDPI, vol. 12(11), pages 1-16, November.
    6. Mashi, Sani Abubakar & Inkani, Amina Ibrahim & Oghenejabor, Obaro Dominic, 2022. "Determinants of awareness levels of climate smart agricultural technologies and practices of urban farmers in Kuje, Abuja, Nigeria," Technology in Society, Elsevier, vol. 70(C).
    7. Nguyen Duc Kien & Truong Quang Dung & Dinh Thi Kim Oanh & Le Thanh An & Nguyen Cong Dinh & Nguyen Thai Phan & Le Thi Thanh Nga, 2023. "Climate‐resilient practices and welfare impacts on rice‐cultivating households in Vietnam: Does joint adoption of multiple practices matter?," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 67(2), pages 263-284, April.
    8. Okyere, Charles Yaw & Kornher, Lukas, 2023. "Carbon farming training and welfare: Evidence from Northern Ghana," Land Use Policy, Elsevier, vol. 134(C).
    9. Afful-Dadzie, Eric & Lartey, Samuel Odame & Clottey, David Nii Klote, 2022. "Agricultural information systems acceptance and continuance in rural communities: A consumption values perspective," Technology in Society, Elsevier, vol. 68(C).
    10. Wanglin Ma & Dil Bahadur Rahut, 2024. "Climate-smart agriculture: adoption, impacts, and implications for sustainable development," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(5), pages 1-23, June.
    11. Ruishi Si & Yumeng Yao & Xueqian Zhang & Qian Lu & Noshaba Aziz, 2022. "Exploring the Role of Contiguous Farmland Cultivation and Adoption of No-Tillage Technology in Improving Transferees’ Income Structure: Evidence from China," Land, MDPI, vol. 11(4), pages 1-25, April.

    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. Tufa, Adane Hirpa & Alene, Arega D. & Manda, Julius & Akinwale, M.G. & Chikoye, David & Feleke, Shiferaw & Wossen, Tesfamicheal & Manyong, Victor, 2019. "The productivity and income effects of adoption of improved soybean varieties and agronomic practices in Malawi," World Development, Elsevier, vol. 124(C), pages 1-1.
    2. Kilombele, Happiness & Chegere, Martin & Feleke, Shiferaw & Abdoulaye, Tahirou & Cole, Steven M. & Manyong, Victor, 2021. "Intra-Group Heterogeneity Effects on Maize Technology Adoption, and Its Implications for Productivity and Household Welfare: The Case of Village Community BANK Groups in Tanzania," 2021 Conference, August 17-31, 2021, Virtual 315387, International Association of Agricultural Economists.
    3. Amadu, Festus O. & McNamara, Paul E. & Miller, Daniel C., 2020. "Yield effects of climate-smart agriculture aid investment in southern Malawi," Food Policy, Elsevier, vol. 92(C).
    4. Yang, Qi & Zhu, Yueji & Liu, Ling & Wang, Fang, 2021. "Land tenure stability and adoption intensity of sustainable agricultural practices: Evidence from banana farmers in China," 2021 Conference, August 17-31, 2021, Virtual 315254, International Association of Agricultural Economists.
    5. Goundan, Anatole & Faye, Amy & Henning, Christian H. C. A. & Collins-Sowah, Peron A., 2020. "Investing in risky inputs in Senegal: Implications for farm profit and food production," Working Papers of Agricultural Policy WP2020-07, University of Kiel, Department of Agricultural Economics, Chair of Agricultural Policy.
    6. Backson Mwangi & Ibrahim Macharia & Eric Bett, 2021. "Ex-post Impact Evaluation of Improved Sorghum Varieties on Poverty Reduction in Kenya: A Counterfactual Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 154(2), pages 447-467, April.
    7. Martey, Edward & Etwire, Prince Maxwell & Abdoulaye, Tahirou, 2020. "Welfare impacts of climate-smart agriculture in Ghana: Does row planting and drought-tolerant maize varieties matter?," Land Use Policy, Elsevier, vol. 95(C).
    8. Bairagi, Subir & Bhandari, Humnath & Kumar Das, Subrata & Mohanty, Samarendu, 2021. "Flood-tolerant rice improves climate resilience, profitability, and household consumption in Bangladesh," Food Policy, Elsevier, vol. 105(C).
    9. Adane Hirpa Tufa & Arega D. Alene & Julius Manda & Shiferaw Feleke & Tesfamichael Wossen & M. G. Akinwale & David Chikoye & Victor Manyong, 2021. "The poverty impacts of improved soybean technologies in Malawi," Agrekon, Taylor & Francis Journals, vol. 60(3), pages 297-316, July.
    10. Mekonnen, Dawit & Abate, Gashaw & Yimam, Seid, 2021. "Irrigation and Agricultural Transformation in Ethiopia," 2021 Conference, August 17-31, 2021, Virtual 315339, International Association of Agricultural Economists.
    11. Nsabimana, Aimable & Adom, Philip Kofi, 2024. "Heterogeneous effects from integrated farm innovations on welfare in Rwanda," World Development Perspectives, Elsevier, vol. 33(C).
    12. Girma Gezimu Gebre & Yuichiro Amekawa & Asmiro Abeje Fikadu & Dil Bahadur Rahut, 2023. "Do climate change adaptation strategies improve farmers’ food security in Tanzania?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(3), pages 629-647, June.
    13. Huma Neupane & Krishna P. Paudel & Qinying He, 2023. "Impact of cooperative membership on market performance of Nepali goat farmers," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 805-830, September.
    14. Mohammad Mahbubur Rahman & Jeffry D. Connor, 2022. "Impact of Agricultural Extension Services on Fertilizer Use and Farmers’ Welfare: Evidence from Bangladesh," Sustainability, MDPI, vol. 14(15), pages 1-16, July.
    15. Issahaku, Gazali & Abdulai, Awudu, "undated". "Adaptation to Climate Change and its influence on Household Welfare in Ghana," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 259938, Agricultural and Applied Economics Association.
    16. Amadu, Festus O. & McNamara, Paul E. & Davis, Kristin E., 2021. "Soil health and grain yield impacts of climate resilient agriculture projects: Evidence from southern Malawi," Agricultural Systems, Elsevier, vol. 193(C).
    17. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Adoption of organic soil amendments and its impact on farm performance: evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(2), pages 367-390, April.
    18. Bairagi, Subir K. & Bhandari, Humnath & Das, Subrata & Mohanty, Samarendu, 2018. "Impact of Submergence-Tolerant Rice Varieties on Smallholders’ Income and Expenditure: Farm-Level Evidence from Bangladesh," 2018 Annual Meeting, August 5-7, Washington, D.C. 274356, Agricultural and Applied Economics Association.
    19. Manda, Julius & Alene, Arega D. & Tufa, Adane H. & Abdoulaye, Tahirou & Wossen, Tesfamicheal & Chikoye, David & Manyong, Victor, 2019. "The poverty impacts of improved cowpea varieties in Nigeria: A counterfactual analysis," World Development, Elsevier, vol. 122(C), pages 261-271.
    20. Tesfaye, Wondimagegn & Tirivayi, Nyasha, 2018. "The impacts of postharvest storage innovations on food security and welfare in Ethiopia," Food Policy, Elsevier, vol. 75(C), pages 52-67.

    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:teinso:v:64:y:2021:i:c:s0160791x20312719. 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: https://www.journals.elsevier.com/technology-in-society .

    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.