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Preferences for sustainable intensification: Do agricultural interventions matter? Plot-level evidence from Senegal

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  • Kouandou, Arouna

Abstract

To what extent do agricultural support programs that promote modern intensification shape farmers’ incentives to adopt sustainable agricultural management practices? We answer this question by examining the effects of receiving input subsidies and agricultural extension services on Senegalese smallholder farmers’ preferences for crop diversification, crop rotation, rotational grazing, fallowing, and mulching crop residues. The empirical investigation is based on the 2020/2021 Annual Agricultural Survey (AAS) and uses two identification strategies: selection on observables and the Abadie-Imbens matching approach to account for differences in farmers’ socio-economic backgrounds and biophysical characteristics of plots and the likelihood of benefiting from input subsidies and agricultural extension services. We find heterogeneous responses to extension services and input subsidies. In particular, we find that receiving agricultural extension services is associated with a higher likelihood of adopting crop rotation, rotational grazing and fallow. On the other hand, the effect of receiving fertiliser subsidies is significantly negative for these three practices. The results also indicate that receiving extension services is associated with a lower likelihood of adopting crop diversification, and receiving seed subsidies is associated with a higher likelihood of mulching crop residues. As international research and development organizations consider sustainable intensification as a means to effectively address soil degradation and achieve greater agricultural productivity in sub-Saharan Africa, our findings call for the design of agricultural policies to support smallholder agriculture that take into account unintended consequences in terms of disincentives for the adoption of sustainable agricultural practices.

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  • Kouandou, Arouna, 2024. "Preferences for sustainable intensification: Do agricultural interventions matter? Plot-level evidence from Senegal," World Development Perspectives, Elsevier, vol. 36(C).
  • Handle: RePEc:eee:wodepe:v:36:y:2024:i:c:s2452292924000821
    DOI: 10.1016/j.wdp.2024.100645
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    1. Druilhe, Zoé & Barreiro-Hurlé, Jesús, 2012. "Fertilizer subsidies in sub-Saharan Africa," ESA Working Papers 288997, Food and Agriculture Organization of the United Nations, Agricultural Development Economics Division (ESA).
    2. Esther Duflo & Michael Kremer & Jonathan Robinson, 2011. "Nudging Farmers to Use Fertilizer: Theory and Experimental Evidence from Kenya," American Economic Review, American Economic Association, vol. 101(6), pages 2350-2390, October.
    3. Lori Beaman & Dean Karlan & Bram Thuysbaert & Christopher Udry, 2013. "Profitability of Fertilizer: Experimental Evidence from Female Rice Farmers in Mali," American Economic Review, American Economic Association, vol. 103(3), pages 381-386, May.
    4. 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.
    5. 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.
    6. Michael Carter & Rachid Laajaj & Dean Yang, 2021. "Subsidies and the African Green Revolution: Direct Effects and Social Network Spillovers of Randomized Input Subsidies in Mozambique," American Economic Journal: Applied Economics, American Economic Association, vol. 13(2), pages 206-229, April.
    7. Kyle Emerick & Alain de Janvry & Elisabeth Sadoulet & Manzoor H. Dar, 2016. "Technological Innovations, Downside Risk, and the Modernization of Agriculture," American Economic Review, American Economic Association, vol. 106(6), pages 1537-1561, June.
    8. Hailemariam Teklewold & Menale Kassie & Bekele Shiferaw, 2013. "Adoption of Multiple Sustainable Agricultural Practices in Rural Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 597-623, September.
    9. Asfaw, Solomon & Pallante, Giacomo & Palma, Alessandro, 2018. "Diversification Strategies and Adaptation Deficit: Evidence from Rural Communities in Niger," World Development, Elsevier, vol. 101(C), pages 219-234.
    10. 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).
    11. Dean Karlan & Robert Osei & Isaac Osei-Akoto & Christopher Udry, 2014. "Agricultural Decisions after Relaxing Credit and Risk Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 597-652.
    12. Denise Hörner & Adrien Bouguen & Markus Frölich & Meike Wollni, 2019. "The Effects of Decentralized and Video-based Extension on the Adoption of Integrated Soil Fertility Management – Experimental Evidence from Ethiopia," NBER Working Papers 26052, National Bureau of Economic Research, Inc.
    13. Beaman, Lori & Dillon, Andrew, 2018. "Diffusion of agricultural information within social networks: Evidence on gender inequalities from Mali," Journal of Development Economics, Elsevier, vol. 133(C), pages 147-161.
    14. Giller, K.E. & Tittonell, P. & Rufino, M.C. & van Wijk, M.T. & Zingore, S. & Mapfumo, P. & Adjei-Nsiah, S. & Herrero, M. & Chikowo, R. & Corbeels, M. & Rowe, E.C. & Baijukya, F. & Mwijage, A. & Smith,, 2011. "Communicating complexity: Integrated assessment of trade-offs concerning soil fertility management within African farming systems to support innovation and development," Agricultural Systems, Elsevier, vol. 104(2), pages 191-203, February.
    15. Abdoulaye Seck, 2017. "Fertiliser subsidy and agricultural productivity in Senegal," The World Economy, Wiley Blackwell, vol. 40(9), pages 1989-2006, September.
    16. Anderson, Jock R. & Feder, Gershon, 2007. "Agricultural Extension," Handbook of Agricultural Economics, in: Robert Evenson & Prabhu Pingali (ed.), Handbook of Agricultural Economics, edition 1, volume 3, chapter 44, pages 2343-2378, Elsevier.
    17. Shawn A Cole & A Nilesh Fernando, 2021. "‘Mobile’izing Agricultural Advice Technology Adoption Diffusion and Sustainability [Dial “a” for agriculture: using ICTs for agricultural extension in development countries]," The Economic Journal, Royal Economic Society, vol. 131(633), pages 192-219.
    18. 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.
    19. 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.
    20. Di Falco, Salvatore & Bezabih, Mintewab & Yesuf, Mahmud, 2010. "Seeds for livelihood: Crop biodiversity and food production in Ethiopia," Ecological Economics, Elsevier, vol. 69(8), pages 1695-1702, June.
    21. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LLC, vol. 4(3), pages 290-311, September.
    22. Ward, Patrick S. & Mapemba, Lawrence & Bell, Andrew R., 2021. "Smart subsidies for sustainable soils: Evidence from a randomized controlled trial in southern Malawi," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    23. Wossen, Tesfamicheal & Abdoulaye, Tahirou & Alene, Arega & Feleke, Shiferaw & Ricker-Gilbert, Jacob & Manyong, Victor & Awotide, Bola Amoke, 2017. "Productivity and Welfare Effects of Nigeria's e-Voucher-Based Input Subsidy Program," World Development, Elsevier, vol. 97(C), pages 251-265.
    24. Carletto, Calogero & Savastano, Sara & Zezza, Alberto, 2013. "Fact or artifact: The impact of measurement errors on the farm size–productivity relationship," Journal of Development Economics, Elsevier, vol. 103(C), pages 254-261.
    25. Bellon, Mauricio R. & Kotu, Bekele Hundie & Azzarri, Carlo & Caracciolo, Francesco, 2020. "To diversify or not to diversify, that is the question. Pursuing agricultural development for smallholder farmers in marginal areas of Ghana," World Development, Elsevier, vol. 125(C).
    26. Kate Ambler & Alan de Brauw & Mike Murphy, 2023. "Increasing the adoption of conservation agriculture: A framed field experiment in Northern Ghana," Agricultural Economics, International Association of Agricultural Economists, vol. 54(5), pages 742-756, September.
    27. 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.
    28. Amsalu, Aklilu & de Graaff, Jan, 2007. "Determinants of adoption and continued use of stone terraces for soil and water conservation in an Ethiopian highland watershed," Ecological Economics, Elsevier, vol. 61(2-3), pages 294-302, March.
    29. 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.
    30. Bethan Thompson & Gaëlle Leduc & Gordana Manevska‐Tasevska & Luiza Toma & Helena Hansson, 2024. "Farmers' adoption of ecological practices: A systematic literature map," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(1), pages 84-107, February.
    31. Abadie, Alberto & Imbens, Guido W., 2011. "Bias-Corrected Matching Estimators for Average Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 1-11.
    32. 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.
    33. Krumbiegel, Katharina & Tillie, Pascal, 2024. "Sustainable practices in cocoa production. The role of certification schemes and farmer cooperatives," Ecological Economics, Elsevier, vol. 222(C).
    34. Theriault, Veronique & Smale, Melinda, 2021. "The unintended consequences of the fertilizer subsidy program on crop species diversity in Mali," Food Policy, Elsevier, vol. 102(C).
    35. Batista, Catia & Vicente, Pedro C., 2020. "Improving access to savings through mobile money: Experimental evidence from African smallholder farmers," World Development, Elsevier, vol. 129(C).
    36. Ayalew, Hailemariam & Chamberlin, Jordan & Newman, Carol, 2022. "Site-specific agronomic information and technology adoption: A field experiment from Ethiopia," Journal of Development Economics, Elsevier, vol. 156(C).
    37. Kondylis, Florence & Mueller, Valerie & Sheriff, Glenn & Zhu, Siyao, 2016. "Do Female Instructors Reduce Gender Bias in Diffusion of Sustainable Land Management Techniques? Experimental Evidence From Mozambique," World Development, Elsevier, vol. 78(C), pages 436-449.
    38. Markus Goldstein & Christopher Udry, 2008. "The Profits of Power: Land Rights and Agricultural Investment in Ghana," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 981-1022, December.
    39. Karlen, D. L. & Hurley, E. & Andrews, S & Cambardella, C. & Meek, M. & Duffy, Michael & Mallarenio, A., 2006. "Crop Rotation Effects on Soil Quality at Three Northern Corn/Soybean Locations," Staff General Research Papers Archive 12580, Iowa State University, Department of Economics.
    40. 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.
    41. 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.
    42. Edward B. Barbier & Jacob P. Hochard, 2018. "Land degradation and poverty," Nature Sustainability, Nature, vol. 1(11), pages 623-631, November.
    43. 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.
    44. Taishykov, Zhandos & Tolysbayeva, Madina & Zhumanazarov, Kassymkhan & Ibraimova, Saule & Mizambekova, Zhamilya, 2024. "Management of innovation processes in agriculture," World Development Perspectives, Elsevier, vol. 33(C).
    45. Adjognon, Serge G. & Liverpool-Tasie, Lenis Saweda O. & Reardon, Thomas A., 2017. "Agricultural input credit in Sub-Saharan Africa: Telling myth from facts," Food Policy, Elsevier, vol. 67(C), pages 93-105.
    46. Festus O. Amadu, 2022. "Farmer extension facilitators as a pathway for climate smart agriculture: evidence from southern Malawi," Climate Policy, Taylor & Francis Journals, vol. 22(9-10), pages 1097-1112, November.
    47. Andrew Dillon & Sydney Gourlay & Kevin McGee & Gbemisola Oseni, 2019. "Land Measurement Bias and Its Empirical Implications: Evidence from a Validation Exercise," Economic Development and Cultural Change, University of Chicago Press, vol. 67(3), pages 595-624.
    48. Adjognon,Guigonan Serge & Nguyen Huy,Tung & Guthoff,Jonas Christoph & van Soest,Daan, 2022. "Incentivizing Social Learning for the Diffusion of Climate-Smart Agricultural Techniques," Policy Research Working Paper Series 10041, The World Bank.
    49. Birthal, Pratap S. & Hazrana, Jaweriah, 2019. "Crop diversification and resilience of agriculture to climatic shocks: Evidence from India," Agricultural Systems, Elsevier, vol. 173(C), pages 345-354.
    50. 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.
    51. Jeremy R. Magruder, 2018. "An Assessment of Experimental Evidence on Agricultural Technology Adoption in Developing Countries," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 299-316, October.
    52. Sebastian, Kate, 2014. "Synopsis of Atlas of african agriculture research and development: Revealing agriculture's place in Africa:," Issue briefs 82, International Food Policy Research Institute (IFPRI).
    53. 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.
    54. Michler, Jeffrey D. & Josephson, Anna L., 2017. "To Specialize or Diversify: Agricultural Diversity and Poverty Dynamics in Ethiopia," World Development, Elsevier, vol. 89(C), pages 214-226.
    55. Ram Fishman & Stephen C. Smith & Vida Bobic & Munshi Sulaiman, 2022. "Can Agricultural Extension and Input Support Be Discontinued? Evidence from a Randomized Phaseout in Uganda," The Review of Economics and Statistics, MIT Press, vol. 104(6), pages 1273-1288, November.
    56. 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.
    57. Aihounton, Ghislain & Christiaensen, Luc, 2024. "Does agricultural intensification pay in the context of structural transformation?," Food Policy, Elsevier, vol. 122(C).
    58. Amadu, Festus O. & Miller, Daniel C. & McNamara, Paul E., 2020. "Agroforestry as a pathway to agricultural yield impacts in climate-smart agriculture investments: Evidence from southern Malawi," Ecological Economics, Elsevier, vol. 167(C).
    59. 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.
    60. 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.
    61. 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).
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