IDEAS home Printed from https://ideas.repec.org/a/eee/jfpoli/v121y2023ics0306919223001501.html
   My bibliography  Save this article

Direct and spillover effects of biofortified sweetpotato interventions on sustained adoption in Malawi

Author

Listed:
  • Gatto, Marcel
  • Mgomezulu, Wisdom R.
  • Okello, Julius J.
  • Pradel, Willy
  • Kwikiriza, Norman
  • Hareau, Guy G.

Abstract

Agriculture-nutrition interventions (ANI) have recently received attention as a promising delivery mechanism for achieving desirable nutritional outcomes. However, more evidence is needed on the effectiveness of such interventions. In this study, we analyze direct and spillover effects of ANIs for biofortified orange-fleshed sweetpotato (OFSP) in Malawi on sustained household outcomes: OFSP adoption, area planted, harvest, and sales. In Malawi, we selected three large-scale OFSP interventions and use a rich dataset of 2,492 smallholder farmers selected from every district of Malawi. Methodologically, we employ bivariate probit, instrumental variables, and propensity score matching techniques. We find positive and sustained participation effects for all outcomes. Second, we find that OFSP interventions spilled over and benefited non-participants who lived in treatment villages. Vine multipliers and vine conservation techniques were key diffusion mechanisms for initial and sustained adoption of OFSP varieties. Interventions promoted higher OFSP root sales which suggests that generating income is an important motivator of adoption, in addition to own-consumption. Also, root sales is an often overlooked diffusion mechanism to reach additional farmers beyond the direct participants. Relevant for policy-makers is that OFSP interventions have sustained positive adoption and diffusion effects, and thus feature well as a relatively cost-effective food-based approach among other strategies to eradicate hidden hunger. Designing ANIs with strong supply-push (e.g., (de)centralized vine multipliers, vine conservation techniques) and demand-pull components (e.g., participatory varietal selection and agronomic training) are key and will need to be accompanied by strategies that create a stronger economic case for OFSP, for instance, by investments to strengthen a processing industry for OFSP roots.

Suggested Citation

  • Gatto, Marcel & Mgomezulu, Wisdom R. & Okello, Julius J. & Pradel, Willy & Kwikiriza, Norman & Hareau, Guy G., 2023. "Direct and spillover effects of biofortified sweetpotato interventions on sustained adoption in Malawi," Food Policy, Elsevier, vol. 121(C).
  • Handle: RePEc:eee:jfpoli:v:121:y:2023:i:c:s0306919223001501
    DOI: 10.1016/j.foodpol.2023.102552
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306919223001501
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.foodpol.2023.102552?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. Benjamin-Chung, Jade & Abedin, Jaynal & Berger, David & Clark, Ashley & Jimenez, Veronica & Konagaya, Eugene & Tran, Diana & Arnold, Benjamin F & Hubbard, Alan E & Luby, Stephen P & Miguel, Edward & C, 2017. "Spillover effects on health outcomes in low- and middle-income countries: a systematic review," Department of Economics, Working Paper Series qt15f554dd, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    2. Shikuku, Kelvin Mashisia & Okello, Julius Juma & Wambugu, Stella & Sindi, Kirimi & Low, Jan W. & McEwan, Margaret, 2019. "Nutrition and food security impacts of quality seeds of biofortified orange-fleshed sweetpotato: Quasi-experimental evidence from Tanzania," World Development, Elsevier, vol. 124(C), pages 1-1.
    3. Jones, Kelly M. & de Brauw, Alan, 2015. "Using Agriculture to Improve Child Health: Promoting Orange Sweet Potatoes Reduces Diarrhea," World Development, Elsevier, vol. 74(C), pages 15-24.
    4. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    5. Amadu, Festus O. & McNamara, Paul E. & Miller, Daniel C., 2020. "Understanding the adoption of climate-smart agriculture: A farm-level typology with empirical evidence from southern Malawi," World Development, Elsevier, vol. 126(C).
    6. Julius J. Okello & Oliver K. Kirui & Zachary M. Gitonga, 2020. "Participation in ICT-based market information projects, smallholder farmers’ commercialisation, and agricultural income effects: findings from Kenya," Development in Practice, Taylor & Francis Journals, vol. 30(8), pages 1043-1057, November.
    7. Abebaw, Degnet & Haile, Mekbib G., 2013. "The impact of cooperatives on agricultural technology adoption: Empirical evidence from Ethiopia," Food Policy, Elsevier, vol. 38(C), pages 82-91.
    8. Low, Jan W. & Thiele, Graham, 2020. "Understanding innovation: The development and scaling of orange-fleshed sweetpotato in major African food systems," Agricultural Systems, Elsevier, vol. 179(C).
    9. Sylvester Ochieng Ogutu & Andrea Fongar & Theda Gödecke & Lisa Jäckering & Henry Mwololo & Michael Njuguna & Meike Wollni & Matin Qaim, 2020. "How to make farming and agricultural extension more nutrition-sensitive: evidence from a randomised controlled trial in Kenya [Agricultural extension: good intentions and hard realities]," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 47(1), pages 95-118.
    10. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-959, July.
    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. Kilic, Talip & Zezza, Alberto & Carletto, Calogero & Savastano, Sara, 2017. "Missing(ness) in Action: Selectivity Bias in GPS-Based Land Area Measurements," World Development, Elsevier, vol. 92(C), pages 143-157.
    13. Hans van Kippersluis & Cornelius A. Rietveld, 2018. "Beyond plausibly exogenous," Econometrics Journal, Royal Economic Society, vol. 21(3), pages 316-331, October.
    14. Neha Kumar & Phuong Hong Nguyen & Jody Harris & Danny Harvey & Rahul Rawat & Marie T Ruel, 2018. "What it takes: evidence from a nutrition- and gender-sensitive agriculture intervention in rural Zambia," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 10(3), pages 341-372, July.
    15. Vaiknoras, Kate & Larochelle, Catherine & Birol, Ekin & Asare-Marfo, Dorene & Herrington, Caitlin, 2019. "Promoting rapid and sustained adoption of biofortified crops: What we learned from iron-biofortified bean delivery approaches in Rwanda," Food Policy, Elsevier, vol. 83(C), pages 271-284.
    16. Moti Jaleta & Menale Kassie & Paswel Marenya & Chilot Yirga & Olaf Erenstein, 2018. "Impact of improved maize adoption on household food security of maize producing smallholder farmers in Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(1), pages 81-93, February.
    17. Joshua Angrist & Victor Lavy & Analia Schlosser, 2010. "Multiple Experiments for the Causal Link between the Quantity and Quality of Children," Journal of Labor Economics, University of Chicago Press, vol. 28(4), pages 773-824, October.
    18. Salomón Pérez & Adewale Oparinde & Ekin Birol & Carolina Gonzalez & Manfred Zeller, 2018. "Consumer acceptance of an iron bean variety in Northwest Guatemala: the role of information and repeated messaging," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 6(1), pages 1-23, December.
    19. Patrick S. Ward & Valerien O. Pede, 2015. "Capturing social network effects in technology adoption: the spatial diffusion of hybrid rice in Bangladesh," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(2), pages 225-241, April.
    20. Alan de Brauw & Patrick Eozenou & Daniel O Gilligan & Christine Hotz & Neha Kumar & J V Meenakshi, 2018. "Biofortification, Crop Adoption and Health Information: Impact Pathways in Mozambique and Uganda," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(3), pages 906-930.
    21. Netsayi N. Mudege & Sarah Mayanja & Tawanda Muzhingi, 2017. "Women and men farmer perceptions of economic and health benefits of orange fleshed sweet potato (OFSP) in Phalombe and Chikwawa districts in Malawi," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(2), pages 387-400, April.
    22. Mica Jenkins & Carmen Byker Shanks & Roland Brouwer & Bailey Houghtaling, 2018. "Factors affecting farmers’ willingness and ability to adopt and retain vitamin A-rich varieties of orange-fleshed sweet potato in Mozambique," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(6), pages 1501-1519, December.
    23. Rute M. Caeiro & Pedro C. Vicente, 2020. "Knowledge of vitamin A deficiency and crop adoption: Evidence from a field experiment in Mozambique," Agricultural Economics, International Association of Agricultural Economists, vol. 51(2), pages 175-190, March.
    24. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "An Evaluation of Instrumental Variable Strategies for Estimating the Effects of Catholic Schooling," Journal of Human Resources, University of Wisconsin Press, vol. 40(4), pages 791-821.
    25. Adewale Oparinde & Ekin Birol & Abdoul Murekezi & Lister Katsvairo & Michael T. Diressie & Jean d'amour Nkundimana & Louis Butare, 2016. "Radio Messaging Frequency, Information Framing, and Consumer Willingness to Pay for Biofortified Iron Beans: Evidence from Revealed Preference Elicitation in Rural Rwanda," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 64(4), pages 613-652, December.
    26. Mwiti, Florine & Okello, Julius J. & Munei, Kimpei, 2015. "Are Farmers Willing to Pay for Quality Planting Materials of Clonally Propagated Biofortified Crops? The Case of Orange-Fleshed Sweetpotatoe in Tanzania," 2015 Conference, August 9-14, 2015, Milan, Italy 212519, International Association of Agricultural Economists.
    27. Wanglin Ma & Awudu Abdulai & Renan Goetz, 2018. "Agricultural Cooperatives and Investment in Organic Soil Amendments and Chemical Fertilizer in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(2), pages 502-520.
    28. 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).
    29. Dillon, Andrew & Bliznashka, Lilia & Olney, Deanna, 2020. "Experimental evidence on post-program effects and spillovers from an agriculture-nutrition program," Economics & Human Biology, Elsevier, vol. 36(C).
    30. Alan de Brauw & Patrick Eozenou & Mourad Moursi, 2015. "Programme Participation Intensity and Children's Nutritional Status: Evidence from a Randomised Control Trial in Mozambique," Journal of Development Studies, Taylor & Francis Journals, vol. 51(8), pages 996-1015, August.
    31. Aramburu, Julián & Figal Garone, Lucas & Maffioli, Alessandro & Salazar, Lina & López, César Augusto, 2019. "Direct and Spillover Effects of Agricultural Technology Adoption Programs: Experimental Evidence from the Dominican Republic," IDB Publications (Working Papers) 9671, Inter-American Development Bank.
    32. 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.
    33. Wade, Tara & Claassen, Roger, 2017. "Modeling No-Till Adoption By Corn And Soybean Producers: Insights Into Sustained Adoption," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 49(2), pages 186-210, May.
    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. Ruel, Marie T. & Quisumbing, Agnes R. & Balagamwala, Mysbah, 2017. "Nutrition-sensitive agriculture: What have we learned and where do we go from here?:," IFPRI discussion papers 1681, International Food Policy Research Institute (IFPRI).
    2. Frondel, Manuel & Kaestner, Kathrin & Sommer, Stephan & Vance, Colin, 2022. "Photovoltaics and the solar rebound: Evidence for Germany," Ruhr Economic Papers 954, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    3. Khushbu Mishra & Abdoul G. Sam & Gracious M. Diiro & Mario J. Miranda, 2020. "Gender and the dynamics of technology adoption: Empirical evidence from a household‐level panel data," Agricultural Economics, International Association of Agricultural Economists, vol. 51(6), pages 857-870, November.
    4. Yuanyuan Peng & H. Holly Wang & Yueshu Zhou, 2022. "Can cooperatives help commercial farms to access credit in China? Evidence from Jiangsu Province," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 70(4), pages 325-349, December.
    5. Adetomiwa Kolapo & Akeem Abiade Tijani & Seyi Olalekan Olawuyi, 2024. "Exploring the Role of Farmer-Led Jumpstarting Project on Adoption of Orange-Fleshed Sweet Potato in Nigeria: Implications on Productivity and Poverty," Sustainability, MDPI, vol. 16(16), pages 1-35, August.
    6. Amadu, Festus O. & McNamara, Paul E. & Miller, Daniel C., 2020. "Understanding the adoption of climate-smart agriculture: A farm-level typology with empirical evidence from southern Malawi," World Development, Elsevier, vol. 126(C).
    7. Manda, Julius & Khonje, Makaiko G. & Alene, Arega D. & Tufa, Adane H & Abdoulaye, Tahirou & Mutenje, Munyaradzi & Setimela, Peter & Manyong, Victor, 2020. "Does cooperative membership increase and accelerate agricultural technology adoption? Empirical evidence from Zambia," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    8. Sylvester Ochieng Ogutu & Andrea Fongar & Theda Gödecke & Lisa Jäckering & Henry Mwololo & Michael Njuguna & Meike Wollni & Matin Qaim, 2020. "How to make farming and agricultural extension more nutrition-sensitive: evidence from a randomised controlled trial in Kenya [Agricultural extension: good intentions and hard realities]," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 47(1), pages 95-118.
    9. Fang Wu & Xibao Guo & Xia Guo, 2023. "Cooperative membership and new technology adoption of family farms: Evidence from China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 719-739, September.
    10. Mallika Thomas, 2024. "Effects of Peer Groups on the Gender-Wage Gap and Life After the MBA: Evidence from the Random Assignment of MBA Peers," Upjohn Working Papers 24-402, W.E. Upjohn Institute for Employment Research.
    11. Simon Heck & Hugo Campos & Ian Barker & Julius J. Okello & Arun Baral & Erick Boy & Lynn Brown & Ekin Birol, 2020. "Resilient agri-food systems for nutrition amidst COVID-19: evidence and lessons from food-based approaches to overcome micronutrient deficiency and rebuild livelihoods after crises," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(4), pages 823-830, August.
    12. Rute M. Caeiro & Pedro C. Vicente, 2020. "Knowledge of vitamin A deficiency and crop adoption: Evidence from a field experiment in Mozambique," Agricultural Economics, International Association of Agricultural Economists, vol. 51(2), pages 175-190, March.
    13. Valera, Harold Glenn & Yamano, Takashi & Pede, Valerien & Puskur, Ranjitha & Habib, Muhammad Ashraful & Bashar, Khairul, 2021. "Impact of Nutrition Training on Long-Term Adoption of High Zinc Rice: A Randomized Control Trial Study Among Female Farmers in Bangladesh," 2021 Conference, August 17-31, 2021, Virtual 315165, International Association of Agricultural Economists.
    14. Caroline Hambloch & Kai Mausch & Costanza Conti & Andy Hall, 2023. "Simple solutions for complex problems? What is missing in agriculture for nutrition interventions," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(2), pages 363-379, April.
    15. Maseko, Sulinkhundla, 2021. "The impact of climate-smart technology adoption on farmers’ welfare in Northern Zambia," Research Theses 334765, Collaborative Masters Program in Agricultural and Applied Economics.
    16. Bellés-Obrero, Cristina & Duchini, Emma, 2021. "Who benefits from general knowledge?," Economics of Education Review, Elsevier, vol. 85(C).
    17. Basu, Arnab K. & Byambasuren, Tsenguunjav & Chau, Nancy H. & Khanna, Neha, 2024. "Cooking fuel choice and child mortality in India," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 240-265.
    18. 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.
    19. Kailthya, Subham & Kambhampati, Uma, 2022. "Road to productivity: Effects of roads on total factor productivity in Indian manufacturing," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 174-195.
    20. James J. Heckman, 1991. "Randomization and Social Policy Evaluation Revisited," NBER Technical Working Papers 0107, National Bureau of Economic Research, Inc.

    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:121:y:2023:i:c:s0306919223001501. 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.