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The effects of the national agricultural input voucher scheme (NAIVS) on sustainable intensification of maize production in Tanzania

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  • Jongwoo Kim
  • Nicole M. Mason
  • David Mather
  • Felicia Wu

Abstract

African agricultural input subsidy programmes (ISPs) have primarily focused on conventional intensification: raising yields through increased use of inorganic fertiliser and improved seeds. Yet the yield effects from maize‐focused ISPs have been smaller than anticipated, due in part to poor maize yield response to inorganic fertiliser resulting from low soil organic matter or pH. Joint use of inorganic fertiliser with complementary soil fertility management practices—for example, organic fertiliser or maize‐legume intercropping—can contribute to more sustainable forms of agricultural intensification, while also improving yield response to inorganic fertiliser and the effectiveness of ISPs. We analyse the effects of Tanzania's ISP from 2008 to 2014, the National Agricultural Input Voucher Scheme (NAIVS), on use of these practices. Results from correlated random effects (CRE) multinomial logit (MNL) models suggest that NAIVS participation is associated with an 8–10 percentage point increase in the probabilities of inorganic fertiliser use alone and of joint use of inorganic fertiliser with organic fertiliser and/or maize‐legume intercropping on consistent maize‐growing households’ maize plots. CRE fractional MNL results suggest similar associations for the proportion of households’ total maize plots area under these practices. These results suggest that, in some cases, NAIVS may have contributed to sustainable intensification of maize production.

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  • Jongwoo Kim & Nicole M. Mason & David Mather & Felicia Wu, 2021. "The effects of the national agricultural input voucher scheme (NAIVS) on sustainable intensification of maize production in Tanzania," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(3), pages 857-877, September.
  • Handle: RePEc:bla:jageco:v:72:y:2021:i:3:p:857-877
    DOI: 10.1111/1477-9552.12431
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    1. David L. Mather & Thomas S. Jayne, 2018. "Fertilizer subsidies and the role of targeting in crowding out: evidence from Kenya," 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 397-417, April.
    2. Jayne, Thomas S. & Mason, Nicole M. & Burke, William J. & Ariga, Joshua, 2018. "Review: Taking stock of Africa’s second-generation agricultural input subsidy programs," Food Policy, Elsevier, vol. 75(C), pages 1-14.
    3. Marenya, Paswel P. & Barrett, Christopher B., 2007. "Household-level determinants of adoption of improved natural resources management practices among smallholder farmers in western Kenya," Food Policy, Elsevier, vol. 32(4), pages 515-536, August.
    4. José M. R. Murteira & Joaquim J. S. Ramalho, 2016. "Regression Analysis of Multivariate Fractional Data," Econometric Reviews, Taylor & Francis Journals, vol. 35(4), pages 515-552, April.
    5. Mather, David & Minde, Isaac, 2016. "Fertilizer subsidies and how targeting conditions crowding in/out: An assessment of smallholder fertilizer demand in Tanzania," Food Security Collaborative Working Papers 260442, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    6. World Bank, 2014. "Tanzania Public Expenditure Review : National Agricultural Input Voucher Scheme," World Bank Publications - Reports 18247, The World Bank Group.
    7. Paswel P. Marenya & Christopher B. Barrett, 2009. "State-conditional Fertilizer Yield Response on Western Kenyan Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 991-1006.
    8. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    9. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
    10. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    11. Banful, Afua Branoah, 2011. "Old Problems in the New Solutions? Politically Motivated Allocation of Program Benefits and the "New" Fertilizer Subsidies," World Development, Elsevier, vol. 39(7), pages 1166-1176, July.
    12. T.S. Jayne & David Mather & Nicole Mason & Jacob Ricker-Gilbert, 2013. "How do fertilizer subsidy programs affect total fertilizer use in sub-Saharan Africa? Crowding out, diversion, and benefit/cost assessments," Agricultural Economics, International Association of Agricultural Economists, vol. 44(6), pages 687-703, November.
    13. Pan, Lei & Christiaensen, Luc, 2012. "Who is Vouching for the Input Voucher? Decentralized Targeting and Elite Capture in Tanzania," World Development, Elsevier, vol. 40(8), pages 1619-1633.
    14. Menale Kassie & Hailemariam Teklewold & Paswel Marenya & Moti Jaleta & Olaf Erenstein, 2015. "Production Risks and Food Security under Alternative Technology Choices in Malawi: Application of a Multinomial Endogenous Switching Regression," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(3), pages 640-659, September.
    15. Mason, Nicole M. & Ricker-Gilbert, Jacob, 2013. "Disrupting Demand for Commercial Seed: Input Subsidies in Malawi and Zambia," World Development, Elsevier, vol. 45(C), pages 75-91.
    16. Michael Morris & Valerie A. Kelly & Ron J. Kopicki & Derek Byerlee, 2007. "Fertilizer Use in African Agriculture : Lessons Learned and Good Practice Guidelines," World Bank Publications - Books, The World Bank Group, number 6650.
    17. Jacob Ricker-Gilbert & T. S. Jayne, 2017. "Estimating the Enduring Effects of Fertiliser Subsidies on Commercial Fertiliser Demand and Maize Production: Panel Data Evidence from Malawi," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(1), pages 70-97, February.
    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(1), pages 1-22, March.
    19. 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.
    20. William J. Burke & Thom. S. Jayne & J. Roy Black, 2017. "Factors explaining the low and variable profitability of fertilizer application to maize in Zambia," Agricultural Economics, International Association of Agricultural Economists, vol. 48(1), pages 115-126, January.
    21. Nicole M. Mason & Thomas S. Jayne, 2014. "Fertiliser subsidies and smallholder commercial fertiliser purchases: crowding out, leakage, and policy implications for Zambia," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(2), pages 527-528, June.
    22. Chibwana, Christopher & Fisher, Monica & Shively, Gerald, 2012. "Cropland Allocation Effects of Agricultural Input Subsidies in Malawi," World Development, Elsevier, vol. 40(1), pages 124-133.
    23. Tse, Y K, 1987. "A Diagnostic Test for the Multinomial Logit Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 5(2), pages 283-286, April.
    24. Teklewold, Hailemariam & Kassie, Menale & Shiferaw, Bekele & Köhlin, Gunnar, 2013. "Cropping system diversification, conservation tillage and modern seed adoption in Ethiopia: Impacts on household income, agrochemical use and demand for labor," Ecological Economics, Elsevier, vol. 93(C), pages 85-93.
    25. Nicole M. Mason & Thomas S. Jayne & Nicolas van de Walle, 2017. "The Political Economy of Fertilizer Subsidy Programs in Africa: Evidence from Zambia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(3), pages 705-731.
    26. Stein T. Holden, 2019. "Economics of Farm Input Subsidies in Africa," Annual Review of Resource Economics, Annual Reviews, vol. 11(1), pages 501-522, October.
    27. Stefan Koppmair & Menale Kassie & Matin Qaim, 2017. "The influence of farm input subsidies on the adoption of natural resource management technologies," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 61(4), pages 539-556, October.
    28. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    29. Dionne, Kim Yi & Horowitz, Jeremy, 2016. "The Political Effects of Agricultural Subsidies in Africa: Evidence from Malawi," World Development, Elsevier, vol. 87(C), pages 215-226.
    30. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    31. Stein Holden & Rodney Lunduka, 2012. "Do fertilizer subsidies crowd out organic manures? The case of Malawi," Agricultural Economics, International Association of Agricultural Economists, vol. 43(3), pages 303-314, May.
    32. Becker, Gideon, 2014. "The portfolio structure of German households: A multinomial fractional response approach with unobserved heterogeneity," University of Tübingen Working Papers in Business and Economics 74, University of Tuebingen, Faculty of Economics and Social Sciences, School of Business and Economics.
    33. Makaiko G. Khonje & Julius Manda & Petros Mkandawire & Adane Hirpa Tufa & Arega D. Alene, 2018. "Adoption and welfare impacts of multiple agricultural technologies: evidence from eastern Zambia," Agricultural Economics, International Association of Agricultural Economists, vol. 49(5), pages 599-609, September.
    34. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    35. Nicole M. Mason & Thomas S. Jayne & Nicolas van de Walle, 2017. "The Political Economy of Fertilizer Subsidy Programs in Africa: Evidence from Zambia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(3), pages 705-731.
    36. Zhiying Xu & William J. Burke & Thomas S. Jayne & Jones Govereh, 2009. "Do input subsidy programs “crowd in” or “crowd out” commercial market development? Modeling fertilizer demand in a two‐channel marketing system," Agricultural Economics, International Association of Agricultural Economists, vol. 40(1), pages 79-94, January.
    37. Jongwoo Kim & Nicole M. Mason & Sieglinde Snapp & Felicia Wu, 2019. "Does sustainable intensification of maize production enhance child nutrition? Evidence from rural Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 50(6), pages 723-734, November.
    38. T.S. Jayne & Shahidur Rashid, 2013. "Input subsidy programs in sub-Saharan Africa: a synthesis of recent evidence," Agricultural Economics, International Association of Agricultural Economists, vol. 44(6), pages 547-562, November.
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    2. Makaiko G. Khonje & Christone Nyondo & Lemekezani Chilora & Julius H. Mangisoni & Jacob Ricker‐Gilbert & William J. Burke, 2022. "Exploring adoption effects of subsidies and soil fertility management in Malawi," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(3), pages 874-892, September.
    3. Khonje, Makaiko G. & Nyondo, Christone & Mangisoni, Julius H. & Ricker-Gilbert, Jacob & Burke, William J. & Chadza, William & Muyanga, Milu, 2022. "Does subsidizing legume seeds improve farm productivity and nutrition in Malawi?," Food Policy, Elsevier, vol. 113(C).
    4. Laura Barasa & Bethuel K. Kinuthia & Abdelkrim Araar & Stephene Maende & Faith Mariera, 2023. "Nonfarm entrepreneurship, crop output, and household welfare in Tanzania: An exploration of transmission channels," Agribusiness, John Wiley & Sons, Ltd., vol. 39(3), pages 762-792, July.

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