IDEAS home Printed from https://ideas.repec.org/a/taf/ragrxx/v56y2017i1p67-81.html
   My bibliography  Save this article

Impact of drought tolerant maize adoption on maize productivity, sales and consumption in rural Zimbabwe

Author

Listed:
  • Clifton Makate
  • Rongchang Wang
  • Marshall Makate
  • Nelson Mango

Abstract

Increased frequency of droughts (especially mid-season dry spells), higher than normal temperatures and altered patterns of precipitation and intensity are some of the extreme weather events evident in southern Africa. These extreme weather events present a threat to livelihoods and sustainability of agricultural production in the region. However, several climate-smart agricultural technologies (including drought-tolerant maize) believed to offer adaptation to climate variability in maize-based farming systems have been widely adopted. Moreover, empirical work on these technologies is limited. This paper demonstrates how by adopting drought-tolerant maize, a climate-smart agricultural technology impacts on the quantities of maize produced, sold and consumed in Zimbabwe. Using primary data on smallholder farmers collected in 2011 in Zimbabwe’s four districts, we employed propensity score matching techniques to construct a suitable comparison group and calculate the average treatment effect on the treated sample. We find that, the adoption of drought-tolerant maize (DTM) in rural Zimbabwe significantly enhances overall maize productivity and consequently the quantities set aside for sale and personal household consumption. Our study therefore suggests that, systematic expansion of climate-smart agricultural technologies such as adoption of drought-tolerant maize can significantly improve maize yields, sales and consumption in rural Zimbabwe. Our empirical results, robust to sensitivity checks, strongly point to the overall importance of DTM adoption in Zimbabwe. The findings from this paper also have very important implications for overall efforts on the promotion of climate-smart agriculture technologies in Africa and other developing countries.

Suggested Citation

  • Clifton Makate & Rongchang Wang & Marshall Makate & Nelson Mango, 2017. "Impact of drought tolerant maize adoption on maize productivity, sales and consumption in rural Zimbabwe," Agrekon, Taylor & Francis Journals, vol. 56(1), pages 67-81, January.
  • Handle: RePEc:taf:ragrxx:v:56:y:2017:i:1:p:67-81
    DOI: 10.1080/03031853.2017.1283241
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/03031853.2017.1283241
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/03031853.2017.1283241?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Mulubrhan Amare & Solomon Asfaw & Bekele Shiferaw, 2012. "Welfare impacts of maize–pigeonpea intensification in Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 43(1), pages 27-43, January.
    2. repec:ags:ijag24:345247 is not listed on IDEAS
    3. Mariam A T J Mapila & Johann F Kirsten & Ferdinand Meyer, 2012. "The impact of agricultural innovation system interventions on rural livelihoods in Malawi," Development Southern Africa, Taylor & Francis Journals, vol. 29(2), pages 303-315, June.
    4. Ana I. Balsa & Michael T. French, 2010. "Alcohol use and the labor market in Uruguay," Health Economics, John Wiley & Sons, Ltd., vol. 19(7), pages 833-854, July.
    5. Nhemachena, C. & Hassan, R.M., 2007. "Micro-level analysis of farmers adaptation to climate change in Southern Africa," IFPRI discussion papers 714, International Food Policy Research Institute (IFPRI).
    6. DiPrete, Thomas A. & Gangl, Markus, 2004. "Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments," Discussion Papers, Research Unit: Labor Market Policy and Employment SP I 2004-101, WZB Berlin Social Science Center.
    7. repec:ags:ijag24:345071 is not listed on IDEAS
    8. 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.
    9. Siopongco, Joel D.L.C. & Wassmann, Reiner & Sander, B.O., 2013. "Alternate wetting and drying in Philippine rice production: feasibility study for a Clean Development Mechanism," IRRI Technical Bulletins 287646, International Rice Research Institute (IRRI).
    10. 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.
    11. David McKenzie, 2005. "Measuring inequality with asset indicators," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(2), pages 229-260, June.
    12. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LLC, vol. 2(4), pages 358-377, November.
    13. Liane Faltermeier & Awudu Abdulai, 2009. "The impact of water conservation and intensification technologies: empirical evidence for rice farmers in Ghana," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 365-379, May.
    14. Juana, James S. & Mabugu, Ramos E., 2005. "Assessment of smallholder's agriculture's contribution to the economy of Zimbabwe: A social accounting matrix multiplier analysis," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 44(3), pages 1-19, September.
    15. Greenwell Collins Matchaya & Virginie Perotin, 2013. "The impact of cooperative patronage: The case of National Small Holder Farmers' Association (NASFAM) of Malawi in Kasungu District," Agrekon, Taylor & Francis Journals, vol. 52(2), pages 75-103, June.
    16. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    17. Monica Fisher & Tsedeke Abate & Rodney Lunduka & Woinishet Asnake & Yoseph Alemayehu & Ruth Madulu, 2015. "Drought tolerant maize for farmer adaptation to drought in sub-Saharan Africa: Determinants of adoption in eastern and southern Africa," Climatic Change, Springer, vol. 133(2), pages 283-299, November.
    18. Hassan, Rashid M. & Nhemachena, Charles, 2008. "Determinants of African farmers’ strategies for adapting to climate change: Multinomial choice analysis," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 2(01), pages 1-22, March.
    19. Pardey, Philip G. & Rosegrant, Mark W. & Runge, C. Ford & Senauer, Benjamin, 2004. "Ending hunger in Africa prospects for the small farmer," Issue briefs 16, International Food Policy Research Institute (IFPRI).
    20. A.A. Akinola & N.A. Sofoluwe, 2012. "Impact of mulching technology adoption on output and net return to yam farmers in Osun State, Nigeria," Agrekon, Taylor & Francis Journals, vol. 51(2), pages 75-92.
    21. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    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. Katengeza, Samson P. & Holden , Stein T. & Fisher , Monica, 2017. "Adoption of Soil Fertility Management Technologies in Malawi: Impact of Drought Exposure," CLTS Working Papers 11/17, Norwegian University of Life Sciences, Centre for Land Tenure Studies, revised 21 Oct 2019.
    2. Martey, Edward & Etwire, Prince M. & Kuwornu, John K.M., 2020. "Economic impacts of smallholder farmers’ adoption of drought-tolerant maize varieties," Land Use Policy, Elsevier, vol. 94(C).
    3. Clifton Makate & Marshall Makate & Nelson Mango, 2019. "Wealth-related inequalities in adoption of drought-tolerant maize and conservation agriculture in Zimbabwe," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(4), pages 881-896, August.
    4. Katengeza, Samson P. & Holden, Stein T. & Fisher, Monica, 2019. "Use of Integrated Soil Fertility Management Technologies in Malawi: Impact of Dry Spells Exposure," Ecological Economics, Elsevier, vol. 156(C), pages 134-152.
    5. Samson P. Katengeza & Stein T. Holden, 2021. "Productivity impact of drought tolerant maize varieties under rainfall stress in Malawi: A continuous treatment approach," Agricultural Economics, International Association of Agricultural Economists, vol. 52(1), pages 157-171, January.
    6. Awiti, Hezbon Akelo & Gido, Eric Obedy & Obare, Gideon Aiko, 2022. "Crop mix portfolio response to climate risks: evidence from smallholder farmers in Kisumu County, Kenya," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 61(2), February.
    7. Ally Sithole & Oluwasogo David Olorunfemi, 2024. "Sustainable Agricultural Practices in Sub-Saharan Africa: A Review of Adoption Trends, Impacts, and Challenges Among Smallholder Farmers," Sustainability, MDPI, vol. 16(22), pages 1-22, November.
    8. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Learning from neighboring farmers: Does spatial dependence affect adoption of drought‐tolerant wheat varieties in China?," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 69(4), pages 519-537, December.
    9. Yi Chen & Zhengbing Wang, 2023. "The Impact of Land Transfers on the Adoption of New Varieties: Evidence from Micro-Survey Data in Shaanxi Province, China," Land, MDPI, vol. 12(3), pages 1-23, March.
    10. Makate, Clifton & Makate, Marshall, 2019. "Interceding role of institutional extension services on the livelihood impacts of drought tolerant maize technology adoption in Zimbabwe," Technology in Society, Elsevier, vol. 56(C), pages 126-133.
    11. Varshney, Deepak & Joshi, P.K. & Roy, Devesh & Kumar, Anjani, 2021. "Understanding the Adoption of Modern Cultivars in India: Adoption probability and use intensity," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 47(01), January.
    12. Gideon Danso-Abbeam & Lloyd J. S. Baiyegunhi & Mark D. Laing & Hussein Shimelis, 2021. "Food security impacts of smallholder farmers’ adoption of dual-purpose sweetpotato varieties in Rwanda," 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 653-668, June.
    13. Makate, Clifton & Mango, Nelson & Makate, Marshall, 2019. "Socioeconomic status connected imbalances in arable land size holding and utilization in smallholder farming in Zimbabwe: Implications for a sustainable rural development," Land Use Policy, Elsevier, vol. 87(C).

    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. Maziya, Sikhanyiso Angel, 2019. "The impact of the Europeun Union grant on access to credit and production in smallholder sugarcane agriculture in Siphofaneni, Eswatini," Research Theses 334775, Collaborative Masters Program in Agricultural and Applied Economics.
    2. Emiliano Magrini & Mauro Vigani, 2016. "Technology adoption and the multiple dimensions of food security: the case of maize in Tanzania," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(4), pages 707-726, August.
    3. Liane Faltermeier & Awudu Abdulai, 2009. "The impact of water conservation and intensification technologies: empirical evidence for rice farmers in Ghana," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 365-379, May.
    4. repec:diw:diwwpp:dp485 is not listed on IDEAS
    5. Ashimwe, Olive, 2016. "An Economic Analysis Of Impact Of Weather Index-Based Crop Insurance On Household Income In Huye District Of Rwanda," Research Theses 276460, Collaborative Masters Program in Agricultural and Applied Economics.
    6. Ashimwe, Olive, 2016. "An Economic Analysis Of Impact Of Weather Index-Based Crop Insurance On Household Income In Huye District Of Rwanda," Research Theses 265675, Collaborative Masters Program in Agricultural and Applied Economics.
    7. D. Mark Anderson, 2013. "The Impact Of Hiv Education On Behavior Among Youths: A Propensity Score Matching Approach," Contemporary Economic Policy, Western Economic Association International, vol. 31(3), pages 503-527, July.
    8. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    9. Islam, Abu Hayat, 2015. "Can Integrated Rice-Fish System Increase Welfare of the Marginalized Extreme Poor in Bangladesh? A DID Matching Approach," 2015 Conference, August 9-14, 2015, Milan, Italy 211792, International Association of Agricultural Economists.
    10. David L. Ortega & Aniseh S. Bro & Daniel C. Clay & Maria Claudia Lopez & Espoir Tuyisenge & Ruth Ann Church & Alfred R. Bizoza, 2019. "Cooperative membership and coffee productivity in Rwanda’s specialty coffee sector," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(4), pages 967-979, August.
    11. Stephen L. Morgan & David J. Harding, 2006. "Matching Estimators of Causal Effects," Sociological Methods & Research, , vol. 35(1), pages 3-60, August.
    12. Sascha O. Becker & Marco Caliendo, 2007. "Sensitivity analysis for average treatment effects," Stata Journal, StataCorp LLC, vol. 7(1), pages 71-83, February.
    13. Ramírez-Álvarez, Aurora Alejandra, 2019. "Land titling and its effect on the allocation of public goods: Evidence from Mexico," World Development, Elsevier, vol. 124(C), pages 1-1.
    14. Tymon Słoczyński, 2015. "The Oaxaca–Blinder Unexplained Component as a Treatment Effects Estimator," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(4), pages 588-604, August.
    15. 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.
    16. 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.
    17. Giuseppe PORRO & Stefano Maria IACUS, 2004. "Average treatment effect estimation via random recursive partitioning," Departmental Working Papers 2004-28, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    18. Duvendack, Maren & Palmer-Jones, Richard, 2011. "The microfinance of reproduction and the reproduction of microfinance: understanding the connections between microfinance, empowerment, contraception and fertility in Bangladesh in the 1990s," MPRA Paper 32384, University Library of Munich, Germany.
    19. Cansino, José M. & Lopez-Melendo, Jaime & Pablo-Romero, María del P. & Sánchez-Braza, Antonio, 2013. "An economic evaluation of public programs for internationalization: The case of the Diagnostic program in Spain," Evaluation and Program Planning, Elsevier, vol. 41(C), pages 38-46.
    20. Roberto ESPOSTI, 2014. "To match, not to match, how to match: Estimating the farm-level impact of the CAP-first pillar reform (or: How to Apply Treatment-Effect Econometrics when the Real World is;a Mess)," Working Papers 403, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    21. Erhardt, Eva, 2017. "Microfinance beyond self-employment: Evidence for firms in Bulgaria," MPRA Paper 79294, University Library of Munich, Germany.

    More about this item

    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:taf:ragrxx:v:56:y:2017:i:1:p:67-81. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/ragr20 .

    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.