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Modeling interrelated inputs adoption in rainfed agriculture in Senegal

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  • Goundan, Anatole
  • Sall, Moussa
  • Henning, Christian H. C. A.

Abstract

The adoption of certified seeds and chemical fertilizers is central for African agri- culture which is characterized by very low productivity. This paper analyzes the technology adoption of certified seeds and inorganic fertilizers for two central crops in Senegal: rice and groundnut. The joint adoption of these two technologies is modeled in the presence of production risk using a flexible bivariate probit model. A recent agricultural survey, representative country-wide, collected in 2017 is used for our application. Descriptive statistics confirm the low rate of agricultural technology adoption. In the rainfed system, the average inorganic fertilizer used is about 28 kg/ha. The analysis reveals that in rural Senegal de- cisions to adopt certified seeds and inorganic fertilizers are interrelated for both rice and groundnut systems. For the rice system, a heterogeneous dependency is revealed, while for groundnut technology adoptions, a homogeneous correlation is found. Production risk is found to have a significant impact on technology adoption. We also found that determinants of individual technologies and their joint adoption vary widely across crops. However, the main determinants of technology adoption in rainfed agriculture in Senegal include cooperative membership, access to extension services, access to credit, education, family size, and farm size.

Suggested Citation

  • Goundan, Anatole & Sall, Moussa & Henning, Christian H. C. A., 2020. "Modeling interrelated inputs adoption in rainfed agriculture in Senegal," Working Papers of Agricultural Policy WP2020-05, University of Kiel, Department of Agricultural Economics, Chair of Agricultural Policy.
  • Handle: RePEc:zbw:cauapw:wp202005
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    as
    1. David R. Lee, 2005. "Agricultural Sustainability and Technology Adoption: Issues and Policies for Developing Countries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1325-1334.
    2. Dethier, Jean-Jacques & Effenberger, Alexandra, 2012. "Agriculture and development: A brief review of the literature," Economic Systems, Elsevier, vol. 36(2), pages 175-205.
    3. Abdoulaye Seck, 2017. "Fertiliser subsidy and agricultural productivity in Senegal," The World Economy, Wiley Blackwell, vol. 40(9), pages 1989-2006, September.
    4. Feder, Gershon & Just, Richard E & Zilberman, David, 1985. "Adoption of Agricultural Innovations in Developing Countries: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 33(2), pages 255-298, January.
    5. Kassie, Menale & Jaleta, Moti & Shiferaw, Bekele & Mmbando, Frank & Mekuria, Mulugetta, 2013. "Adoption of interrelated sustainable agricultural practices in smallholder systems: Evidence from rural Tanzania," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 525-540.
    6. Yu, Li & Hurley, Terrance & Kliebenstein, James & Orazem, Peter, 2012. "A test for complementarities among multiple technologies that avoids the curse of dimensionality," Economics Letters, Elsevier, vol. 116(3), pages 354-357.
    7. Gershon Feder, 1982. "Adoption of Interrelated Agricultural Innovations: Complementarity and the Impacts of Risk, Scale, and Credit," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(1), pages 94-101.
    8. J. M. Antle & W. J. Goodger, 1984. "Measuring Stochastic Technology: The Case of Tulare Milk Production," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(3), pages 342-350.
    9. Gebremedhin, Berhanu & Swinton, Scott M., 2003. "Investment in soil conservation in northern Ethiopia: the role of land tenure security and public programs," Agricultural Economics, Blackwell, vol. 29(1), pages 69-84, July.
    10. McGuirk, Anya & Mundlak, Yair, 1991. "Incentives and constraints in the transformation of Punjab agriculture," Research reports 87, International Food Policy Research Institute (IFPRI).
    11. Jeffrey H. Dorfman, 1996. "Modeling Multiple Adoption Decisions in a Joint Framework," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(3), pages 547-557.
    12. Antle, John M, 1983. "Testing the Stochastic Structure of Production: A Flexible Moment-based Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(3), pages 192-201, July.
    13. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    14. Kim, Kwansoo & Chavas, Jean-Paul, 2003. "Technological change and risk management: an application to the economics of corn production," Agricultural Economics, Blackwell, vol. 29(2), pages 125-142, October.
    15. 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.
    16. 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.
    17. Neill, Sean P & Lee, David R, 2001. "Explaining the Adoption and Disadoption of Sustainable Agriculture: The Case of Cover Crops in Northern Honduras," Economic Development and Cultural Change, University of Chicago Press, vol. 49(4), pages 793-820, July.
    18. john M. Antle, 2010. "Asymmetry, Partial Moments, and Production Risk," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(5), pages 1294-1309.
    19. McGovern, Mark E. & Bärnighausen, Till & Giampiero Marra & Rosalba Radice, 2015. "On the Assumption of Bivariate Normality in Selection Models: A Copula Approach Applied to Estimating HIV Prevalence," Working Paper 199101, Harvard University OpenScholar.
    20. Meike Wollni & David R. Lee & Janice E. Thies, 2010. "Conservation agriculture, organic marketing, and collective action in the Honduran hillsides," Agricultural Economics, International Association of Agricultural Economists, vol. 41(3‐4), pages 373-384, May.
    21. Kassie, Menale & Shiferaw, Bekele & Muricho, Geoffrey, 2011. "Agricultural Technology, Crop Income, and Poverty Alleviation in Uganda," World Development, Elsevier, vol. 39(10), pages 1784-1795.
    22. Jonathan Isham, 2002. "The Effect of Social Capital on Fertiliser Adoption: Evidence from Rural Tanzania," Journal of African Economies, Centre for the Study of African Economies, vol. 11(1), pages 39-60, March.
    23. D'souza, Gerard & Cyphers, Douglas & Phipps, Tim, 1993. "Factors Affecting the Adoption of Sustainable Agricultural Practices," Agricultural and Resource Economics Review, Cambridge University Press, vol. 22(2), pages 159-165, October.
    24. Maurice Ogada & Germano Mwabu & Diana Muchai, 2014. "Farm technology adoption in Kenya: a simultaneous estimation of inorganic fertilizer and improved maize variety adoption decisions," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 2(1), pages 1-18, December.
    25. Kibrom A. Abay & Guush Berhane & Alemayehu Seyoum Taffesse & Kibrewossen Abay & Bethelhem Koru, 2018. "Estimating Input Complementarities with Unobserved Heterogeneity: Evidence from Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(2), pages 495-517, June.
    26. MacKinnon, James G. & White, Halbert, 1985. "Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties," Journal of Econometrics, Elsevier, vol. 29(3), pages 305-325, September.
    27. Phoebe Koundouri & Céline Nauges & Vangelis Tzouvelekas, 2006. "Technology Adoption under Production Uncertainty: Theory and Application to Irrigation Technology," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 657-670.
    28. Mary W. Thuo & Boris E. Bravo-Ureta & Kofi Obeng-Asiedu & Ibrahima Hathie, 2014. "The adoption of agriculturalinputs by samllholder farmers: the case of an improved groundnut seed and chemical fertilizer in the Senegalese groundnut basin," Journal of Developing Areas, Tennessee State University, College of Business, vol. 48(1), pages 61-82, January-M.
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    Keywords

    Fertilizer use; certified seeds; joint technology adoption; rainfed agriculture; Senegal;
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