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Joint estimation of farmers' stated willingness to pay for agricultural services:

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  • Ulimwengu, John
  • Sanyal, Prabuddha

Abstract

In many developing countries, to sustain the provision of agricultural services to farmers, many have advocated the use of service fees. Successful implementation of such schemes requires understanding of determinants of farmers' willingness to pay. In this paper we use a multivariate probit approach to investigate farmers' stated willingness to pay for different agricultural services including soil fertility management, crop protection, farm management, improved produce quality /varieties, on-farm storage (post-harvest), improved individual and group marketing, and disease control. Data are from the Uganda National Household Survey 2005/2006. Controlling for individual characteristics and regional heterogeneity, our results suggest that farmers with access to information on proposed agricultural service are less willing to pay for it. Similarly, access to extension service tends to reduce farmers' willingness to pay. Market access plays also a significant role; farmers with available market are more willing to pay for agricultural services than those without available market. On the reverse, distance to the market is inversely correlated with the willingness to pay for agricultural services. The results also suggest that land ownership matters; indeed, increase in the size of land owned by farmers increases their willingness to pay for agricultural services. As expected, farmers' income, especially agricultural income significantly increases farmers' willingness to pay for agricultural services. Overall, decisions to pay or not for these services are not independent from each other implying that joint supply of these services should be recommended.

Suggested Citation

  • Ulimwengu, John & Sanyal, Prabuddha, 2011. "Joint estimation of farmers' stated willingness to pay for agricultural services:," IFPRI discussion papers 1070, International Food Policy Research Institute (IFPRI).
  • Handle: RePEc:fpr:ifprid:1070
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    1. Axel Borsch-Supan & Vassilis Hajivassiliou & Laurence J. Kotlikoff, 1992. "Health, Children, and Elderly Living Arrangements: A Multiperiod-Multinomial Probit Model with Unobserved Heterogeneity and Autocorrelated Errors," NBER Chapters, in: Topics in the Economics of Aging, pages 79-108, National Bureau of Economic Research, Inc.
    2. Bart Minten & Jean‐Claude Randrianarisoa & Christopher B. Barrett, 2007. "Productivity in Malagasy rice systems: wealth‐differentiated constraints and priorities," Agricultural Economics, International Association of Agricultural Economists, vol. 37(s1), pages 225-237, December.
    3. Keane, Michael P, 1994. "A Computationally Practical Simulation Estimator for Panel Data," Econometrica, Econometric Society, vol. 62(1), pages 95-116, January.
    4. Garth John Holloway & Simeon K. Ehui, 2001. "Demand, Supply and Willingness-to-Pay for Extension Services in an Emerging-Market Setting," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 764-768.
    5. Birner, Regina & Davis, Kristin & Pender, John & Nkonya, Ephraim & Anandajayasekeram, Pooniah & Ekboir, Javier M. & Mbabu, Adiel N. & Spielman, David J. & Horna, Daniela & Benin, Samuel & Kisamba-Muge, 2006. "From "best practice" to "best fit": a framework for designing and analyzing pluralistic agricultural advisory services," Research briefs 4, International Food Policy Research Institute (IFPRI).
    6. Hajivassiliou, Vassilis A. & Ruud, Paul A., 1986. "Classical estimation methods for LDV models using simulation," Handbook of Econometrics, in: R. F. Engle & D. McFadden (ed.), Handbook of Econometrics, edition 1, volume 4, chapter 40, pages 2383-2441, Elsevier.
    7. Borsch-Supan, Axel & Hajivassiliou, Vassilis A., 1993. "Smooth unbiased multivariate probability simulators for maximum likelihood estimation of limited dependent variable models," Journal of Econometrics, Elsevier, vol. 58(3), pages 347-368, August.
    8. Clay, Daniel & Reardon, Thomas & Kangasniemi, Jaakko, 1998. "Sustainable Intensification in the Highland Tropics: Rwandan Farmers' Investments in Land Conservation and Soil Fertility," Economic Development and Cultural Change, University of Chicago Press, vol. 46(2), pages 351-377, January.
    9. Hausman, Jerry A & Wise, David A, 1978. "A Conditional Probit Model for Qualitative Choice: Discrete Decisions Recognizing Interdependence and Heterogeneous Preferences," Econometrica, Econometric Society, vol. 46(2), pages 403-426, March.
    10. Jayne, T. S. & Govereh, J. & Wanzala, M. & Demeke, M., 2003. "Fertilizer market development: a comparative analysis of Ethiopia, Kenya, and Zambia," Food Policy, Elsevier, vol. 28(4), pages 293-316, August.
    11. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    12. Massoud Karshenas & Paul L. Stoneman, 1993. "Rank, Stock, Order, and Epidemic Effects in the Diffusion of New Process Technologies: An Empirical Model," RAND Journal of Economics, The RAND Corporation, vol. 24(4), pages 503-528, Winter.
    13. Oral Capps & Daniel S. Moen & Robert E. Branson, 1988. "Consumer characteristics associated with the selection of lean meat products," Agribusiness, John Wiley & Sons, Ltd., vol. 4(6), pages 549-557.
    14. Ariel Dinar, 1996. "Extension Commercialization: How Much to Charge for Extension Services," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(1), pages 1-12.
    15. Becky McCorkle, 2007. "Demographic Influences on Willingness to Pay for Cold Tolerance Technology," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(5), pages 1315-1323.
    16. McCorkle, Becky, 2007. "Demographic Influences on Willingness to Pay for Cold Tolerance Technology?," SS-AAEA Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 2007, pages 1-22.
    17. Horna, J. Daniela & Smale, Melinda & Oppen, Matthias Von, 2007. "Farmer willingness to pay for seed-related information: rice varieties in Nigeria and Benin," Environment and Development Economics, Cambridge University Press, vol. 12(6), pages 799-825, December.
    18. Lorenzo Cappellari & Stephen P. Jenkins, 2003. "Multivariate probit regression using simulated maximum likelihood," Stata Journal, StataCorp LP, vol. 3(3), pages 278-294, September.
    19. McFadden, Daniel & Ruud, Paul A, 1994. "Estimation by Simulation," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 591-608, November.
    20. J. Morgan Jones & Jane T. Landwehr, 1988. "Removing Heterogeneity Bias from Logit Model Estimation," Marketing Science, INFORMS, vol. 7(1), pages 41-59.
    21. Faye, Issa & Deininger, Klaus W., 2005. "Do new delivery systems improve extension access? Evidence from rural Uganda," 2005 Annual meeting, July 24-27, Providence, RI 19405, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    22. Christine A. Ervin & David E. Ervin, 1982. "Factors Affecting the Use of Soil Conservation Practices: Hypotheses, Evidence, and Policy Implications," Land Economics, University of Wisconsin Press, vol. 58(3), pages 277-292.
    23. Pender, John L. & Kerr, John M., 1998. "Determinants of farmers' indigenous soil and water conservation investments in semi-arid India," Agricultural Economics, Blackwell, vol. 19(1-2), pages 113-125, September.
    24. Young, Gary & Valdez, Emiliano A. & Kohn, Robert, 2009. "Multivariate probit models for conditional claim-types," Insurance: Mathematics and Economics, Elsevier, vol. 44(2), pages 214-228, April.
    25. Place, Frank, 2009. "Land Tenure and Agricultural Productivity in Africa: A Comparative Analysis of the Economics Literature and Recent Policy Strategies and Reforms," World Development, Elsevier, vol. 37(8), pages 1326-1336, August.
    26. de Janvry, Alain & Fafchamps, M. & Sadoulet, Elisabeth, 1991. "Peasant Household Behavior with Missing Markets: Some Paradoxes Explain," CUDARE Working Papers 198579, University of California, Berkeley, Department of Agricultural and Resource Economics.
    27. McFeeters, Don, 2004. "The Art Of Entrepreneurship In An Extension Unit," 2004 Annual meeting, August 1-4, Denver, CO 20375, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    28. 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.
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    2. Stavroula Tsigou & Stathis Klonaris, 2018. "Factors affecting farmers’ WTP for innovative fertilizer against soil salinity," Working Papers 2018-3, Agricultural University of Athens, Department Of Agricultural Economics.
    3. Cokou Patrice Kpadé & Edouard Roméo Mensah & Michel Fok & Jupiter Ndjeunga, 2017. "Cotton farmers’ willingness to pay for pest management services in northern Benin," Agricultural Economics, International Association of Agricultural Economists, vol. 48(1), pages 105-114, January.
    4. Garima Taneja & Barun Deb Pal & Pramod K. Joshi & Pramod K. Aggarwal & N. K. Tyagi, 2014. "Farmers’ Preferences for Climate-Smart Agriculture: An Assessment in the Indo-Gangetic Plain," Working Papers id:5806, eSocialSciences.
    5. Danna Shen & Xiaofeng Zhao & Leyi Chai & Zhuanzhuan Guo & Chunxiang Leng, 2024. "Analysis of the agricultural economic value of a weather forecasting service based on a survey of peasant households in Chinese provinces," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-7, December.
    6. repec:fpr:export:1337 is not listed on IDEAS
    7. Kangondo, Angelique, 2015. "Economics of Manure Disposal and Utilization in Morogoro Municipality, Tanzania," Research Theses 243440, Collaborative Masters Program in Agricultural and Applied Economics.
    8. Muatha, Irene Teresia & Otieno, David Jakinda & Nyikal, Rose Adhiambo, 2016. "Factors influencing smallholder farmers’ awareness of agricultural extension devolution in Kenya: a binary logit analysis," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 246283, African Association of Agricultural Economists (AAAE).
    9. Martey, Edward & Etwire, Prince M. & Adombilla, Ramson & Abebrese, Samuel O., 2023. "Information constraint and farmers’ willingness to pay for an irrigation scheduling tool," Agricultural Water Management, Elsevier, vol. 276(C).
    10. Angella, Namyenya, 2014. "Farmers' Willingness to Pay for Irrigation Water: The Case of Doho Rice Irrigation Scheme in Eastern Uganda," Research Theses 243462, Collaborative Masters Program in Agricultural and Applied Economics.
    11. Tesfaye, Meneyahel Z. & Balana, Bedru B. & Bizimana, Jean-Claude, 2021. "Assessment of smallholder farmers’ demand for and adoption constraints to small-scale irrigation technologies: Evidence from Ethiopia," Agricultural Water Management, Elsevier, vol. 250(C).
    12. Ragasa, Catherine & Berhane, Guush & Tadesse, Fanaye & Taffesse, Alemayehu Seyoum, 2012. "Gender differences in access to extension services and agricultural productivity:," ESSP working papers 49, International Food Policy Research Institute (IFPRI).

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    Keywords

    agricultural services; Farmers; multivariate probit; willingness to pay; Markets;
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