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Impact of improved rice varieties on household food security in Northern Ghana: A doubly robust analysis

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  • Wencong Lu
  • Kwabena Nyarko Addai
  • John N. Ng'ombe

Abstract

This study determines the impact of the adoption of improved rice varieties on household food security using farm‐level data from 900 households in Northern Ghana. We employed the doubly robust inverse probability weighted regression adjustment procedure complementary with a propensity score matching approach on two indicators of food security (household dietary diversity score and subjective food security). Across all the various estimation procedures, we observed consistent positive effects of the adoption of improved rice varieties on household food security. Policies that enhance diffusion and adoption of improved rice varieties should be encouraged to improve food security among farm households.

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  • Wencong Lu & Kwabena Nyarko Addai & John N. Ng'ombe, 2021. "Impact of improved rice varieties on household food security in Northern Ghana: A doubly robust analysis," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(2), pages 342-359, March.
    • Handle: RePEc:wly:jintdv:v:33:y:2021:i:2:p:342-359
    DOI: 10.1002/jid.3525
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    1. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2009. "Dealing with limited overlap in estimation of average treatment effects," Biometrika, Biometrika Trust, vol. 96(1), pages 187-199.
    2. 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.
    3. Sascha O. Becker & Marco Caliendo, 2007. "Sensitivity analysis for average treatment effects," Stata Journal, StataCorp LP, vol. 7(1), pages 71-83, February.
    4. Richard Kofi Asravor, 2018. "Livelihood Diversification Strategies to Climate Change among Smallholder Farmers in Northern Ghana," Journal of International Development, John Wiley & Sons, Ltd., vol. 30(8), pages 1318-1338, November.
    5. 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.
    6. 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.
    7. Sinyolo, Sikhulumile, 2020. "Technology adoption and household food security among rural households in South Africa: The role of improved maize varieties," Technology in Society, Elsevier, vol. 60(C).
    8. World Bank, 2008. "World Development Report 2007 Development and the Next Generation," Working Papers id:1755, eSocialSciences.
    9. 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.
    10. 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.
    11. Kazushi Takahashi & Christopher B. Barrett, 2014. "The System of Rice Intensification and its Impacts on Household Income and Child Schooling: Evidence from Rural Indonesia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 269-289.
    12. Nelson Mango & Byron Zamasiya & Clifton Makate & Kefasi Nyikahadzoi & Shephard Siziba, 2014. "Factors influencing household food security among smallholder farmers in the Mudzi district of Zimbabwe," Development Southern Africa, Taylor & Francis Journals, vol. 31(4), pages 625-640, July.
    13. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    14. Keovilignavong, Oulavanh & Suhardiman, Diana, 2020. "Linking land tenure security with food security: Unpacking farm households’ perceptions and strategies in the rural uplands of Laos," Land Use Policy, Elsevier, vol. 90(C).
    15. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    16. Manda, J. & Gardebroek, C. & Kuntashula, E. & Alene, A.D., 2018. "Impact of Improved Maize Varieties on Food Security in Eastern Zambia: a doubly robust analysis," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277004, International Association of Agricultural Economists.
    17. David Magaña-Lemus & Ariun Ishdorj & C. Parr Rosson & Jorge Lara-Álvarez, 2016. "Determinants of household food insecurity in Mexico," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 4(1), pages 1-20, December.
    18. Asadul Islam & Chandana Maitra & Debayan Pakrashi & Russell Smyth, 2016. "Microcredit Programme Participation and Household Food Security in Rural Bangladesh," Journal of Agricultural Economics, Wiley Blackwell, vol. 67(2), pages 448-470, June.
    19. 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.
    20. Arieska Wening Sarwosri & Oliver Mußhoff, 2020. "Are Risk Attitudes and Time Preferences Crucial Factors for Crop Diversification by Smallholder Farmers?," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(6), pages 922-942, August.
    21. John N. Ng’ombe & Thomson H. Kalinda & Gelson Tembo, 2017. "Does adoption of conservation farming practices result in increased crop revenue? Evidence from Zambia," Agrekon, Taylor & Francis Journals, vol. 56(2), pages 205-221, April.
    22. 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.
    23. Mbongeni Maziya & Maxwell Mudhara & Joyce Chitja, 2017. "What factors determine household food security among smallholder farmers? Insights from Msinga, KwaZulu-Natal, South Africa," Agrekon, Taylor & Francis Journals, vol. 56(1), pages 40-52, January.
    24. Bidisha, Sayema Haque & Khan, Akib & Imran, Khalid & Khondker, Bazlul H. & Suhrawardy, Gazi Mohammad, 2017. "Role of credit in food security and dietary diversity in Bangladesh," Economic Analysis and Policy, Elsevier, vol. 53(C), pages 33-45.
    25. Aliou DIAGNE, 2006. "Diffusion And Adoption Of Nerica Rice Varieties In Côte D’Ivoire," The Developing Economies, Institute of Developing Economies, vol. 44(2), pages 208-231, June.
    26. Diao, Xinshen & Hazell, Peter & Thurlow, James, 2010. "The Role of Agriculture in African Development," World Development, Elsevier, vol. 38(10), pages 1375-1383, October.
    27. Julius Manda & Cornelis Gardebroek & Elias Kuntashula & Arega D. Alene, 2018. "Impact of improved maize varieties on food security in Eastern Zambia: A doubly robust analysis," Review of Development Economics, Wiley Blackwell, vol. 22(4), pages 1709-1728, November.
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