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Modeling farmers’ decisions on tea varieties in Vietnam: a multinomial logit analysis

Author

Listed:
  • Phu Nguyen-Van

    (BETA - Bureau d'Économie Théorique et Appliquée - INRA - Institut National de la Recherche Agronomique - UNISTRA - Université de Strasbourg - UL - Université de Lorraine - CNRS - Centre National de la Recherche Scientifique)

  • Cyrielle Poiraud

    (BETA - Bureau d'Économie Théorique et Appliquée - INRA - Institut National de la Recherche Agronomique - UNISTRA - Université de Strasbourg - UL - Université de Lorraine - CNRS - Centre National de la Recherche Scientifique)

  • Nguyen To-The

    (VNUA - Vietnam National University of Agriculture)

Abstract
This article analyzes households' choice on tea varieties in Vietnam by using a multinomial logit model. The modeling takes into account the issue of unobserved individual heterogeneity and the endogeneity of some explanatory variables (use of chemical and organic fertilizers). The results show that important factors influencing the decision to adopt one type of tea varieties include income, age, household size, farming contract, and use of organic fertilizers, but also membership of professional associations such as the Tea Association and the Farmers Union.

Suggested Citation

  • Phu Nguyen-Van & Cyrielle Poiraud & Nguyen To-The, 2017. "Modeling farmers’ decisions on tea varieties in Vietnam: a multinomial logit analysis," Post-Print hal-02166836, HAL.
    • Handle: RePEc:hal:journl:hal-02166836
    DOI: 10.1111/agec.12334
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    1. Versteeg, M. N. & Koudokpon, V., 1993. "Participative farmer testing of four low external input technologies, to address soil fertility decline in Mono province (Benin)," Agricultural Systems, Elsevier, vol. 42(3), pages 265-276.
    2. Just, Richard E & Zilberman, David, 1983. "Stochastic Structure, Farm Size and Technology Adoption in Developing Agriculture," Oxford Economic Papers, Oxford University Press, vol. 35(2), pages 307-328, July.
    3. Jayasuriya, Rohan T., 2003. "Economic assessment of technological change and land degradation in agriculture: application to the Sri Lanka tea sector," Agricultural Systems, Elsevier, vol. 78(3), pages 405-423, December.
    4. Berhanu Gebremedhin & Moti Jaleta & Dirk Hoekstra, 2009. "Smallholders, institutional services, and commercial transformation in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 40(s1), pages 773-787, November.
    5. Brian W. Gould & William E. Saupe & Richard M. Klemme, 1989. "Conservation Tillage: The Role of Farm and Operator Characteristics and the Perception of Soil Erosion," Land Economics, University of Wisconsin Press, vol. 65(2), pages 167-185.
    6. Nguyen Van P. & Laisney F. & Kaiser U., 2004. "The Performance of German Firms in the Business-Related Service Sector: A Dynamic Analysis," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 274-295, July.
    7. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    8. Steven Stern, 1997. "Simulation-Based Estimation," Journal of Economic Literature, American Economic Association, vol. 35(4), pages 2006-2039, December.
    9. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    10. Guy B. Nkamleu & Anne Kielland, 2006. "Modeling farmers' decisions on child labor and schooling in the cocoa sector: a multinomial logit analysis in Côte d'Ivoire," Agricultural Economics, International Association of Agricultural Economists, vol. 35(3), pages 319-333, November.
    11. Asante Bright, Owusu & Wiredu Alexander, Nimo & Dogbem, Wilson & Asuming-Boakye, Alfred & Frimpong Benedicta, Nsiah & Haleegoah, Joyce & Nortey, John & Diagne, Aliou, 2013. "Factors Affecting the Adoption and use of NERICA Varieties among Rice Producing Households in Ghana," Asian Journal of Agriculture and Rural Development, Asian Economic and Social Society (AESS), vol. 3(10), October.
    12. 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.
    13. Asante Bright, Owusu & Wiredu Alexander, Nimo & Dogbem, Wilson & Asuming-Boakye, Alfred & Frimpong Benedicta, Nsiah & Haleegoah, Joyce & Nortey, John & Diagne, Aliou, 2013. "Factors Affecting the Adoption and use of NERICA Varieties among Rice Producing Households in Ghana," Asian Journal of Agriculture and Rural Development, Asian Economic and Social Society (AESS), vol. 3(10), pages 1-15, October.
    14. Amir K. Abadi Ghadim & David J. Pannell & Michael P. Burton, 2005. "Risk, uncertainty, and learning in adoption of a crop innovation," Agricultural Economics, International Association of Agricultural Economists, vol. 33(1), pages 1-9, July.
    15. Kebede, Yohannes & Gunjal, Kisan & Coffin, Garth, 1990. "Adoption of new technologies in Ethiopian agriculture: The case of Tegulet-Bulga district Shoa province," Agricultural Economics, Blackwell, vol. 4(1), pages 27-43, April.
    16. 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.
    17. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    18. Besley, Timothy & Case, Anne, 1993. "Modeling Technology Adoption in Developing Countries," American Economic Review, American Economic Association, vol. 83(2), pages 396-402, May.
    19. Akinola, Adebayo A. & Alene, Arega D. & Adeyemo, Remi & Sanogo, D. & Olanrewaju, A.S. & Nwoke, C. & Nziguheba, G., 2010. "Determinants of adoption and intensity of use of balance nutrient management systems technologies in the northern Guinea savanna of Nigeria," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 49(1), pages 1-21.
    20. 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.
    21. Ayuk, Elias T., 1997. "Adoption of agroforestry technology: The case of live hedges in the central plateau of Burkina Faso," Agricultural Systems, Elsevier, vol. 54(2), pages 189-206, June.
    22. Sall, S. & Norman, D. & Featherstone, A. M., 2000. "Quantitative assessment of improved rice variety adoption: the farmer's perspective," Agricultural Systems, Elsevier, vol. 66(2), pages 129-144, November.
    23. Allenby, Greg M & Lenk, Peter J, 1995. "Reassessing Brand Loyalty, Price Sensitivity, and Merchandising Effects on Consumer Brand Choice," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 281-289, July.
    24. Abebe, Gumataw K. & Bijman, Jos & Pascucci, Stefano & Omta, Onno, 2013. "Adoption of improved potato varieties in Ethiopia: The role of agricultural knowledge and innovation system and smallholder farmers’ quality assessment," Agricultural Systems, Elsevier, vol. 122(C), pages 22-32.
    25. Shiyani, R. L. & Joshi, P. K. & Asokan, M. & Bantilan, M. C. S., 2002. "Adoption of improved chickpea varieties: KRIBHCO experience in tribal region of Gujarat, India," Agricultural Economics, Blackwell, vol. 27(1), pages 33-39, May.
    26. Christine M. Moser & Christopher B. Barrett, 2006. "The complex dynamics of smallholder technology adoption: the case of SRI in Madagascar," Agricultural Economics, International Association of Agricultural Economists, vol. 35(3), pages 373-388, November.
    27. Yohannes Kebede & Kisan Gunjal & Garth Coffin, 1990. "Adoption of New Technologies in Ethiopian Agriculture: The Case of Tegulet‐Bulga District, Shoa Province," Agricultural Economics, International Association of Agricultural Economists, vol. 4(1), pages 27-43, April.
    28. Nkamleu, G. B. & Adesina, A. A., 2000. "Determinants of chemical input use in peri-urban lowland systems: bivariate probit analysis in Cameroon," Agricultural Systems, Elsevier, vol. 63(2), pages 111-121, February.
    29. Lisa A. Cameron, 1999. "The Importance of Learning in the Adoption of High-Yielding Variety Seeds," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(1), pages 83-94.
    30. Polson, Rudulph A. & Spencer, Dunstan S. C., 1991. "The technology adoption process in subsistence agriculture: The case of cassava in Southwestern Nigeria," Agricultural Systems, Elsevier, vol. 36(1), pages 65-78.
    31. Wooldridge, Jeffrey M., 2014. "Quasi-maximum likelihood estimation and testing for nonlinear models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 182(1), pages 226-234.
    32. Atta-Krah, A. N. & Francis, P. A., 1987. "The role of on-farm trails in the evaluation of composite technologies: The case of alley farming in Southern Nigeria," Agricultural Systems, Elsevier, vol. 23(2), pages 133-152.
    33. Adesina, Akinwumi A. & Baidu-Forson, Jojo, 1995. "Farmers' perceptions and adoption of new agricultural technology: evidence from analysis in Burkina Faso and Guinea, West Africa," Agricultural Economics, Blackwell, vol. 13(1), pages 1-9, October.
    34. Bhat, Chandra R. & Guo, Jessica, 2004. "A mixed spatially correlated logit model: formulation and application to residential choice modeling," Transportation Research Part B: Methodological, Elsevier, vol. 38(2), pages 147-168, February.
    35. Madan M. Dey & Ferdinand J. Paraguas & Patrick Kambewa & Diemuth E. Pemsl, 2010. "The impact of integrated aquaculture–agriculture on small‐scale farms in Southern Malawi," Agricultural Economics, International Association of Agricultural Economists, vol. 41(1), pages 67-79, January.
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    5. Ma, Wanglin & Zheng, Hongyun & Gong, Binlei, 2022. "Rural income growth, ethnic differences, and household cooking fuel choice: Evidence from China," Energy Economics, Elsevier, vol. 107(C).
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    7. Kwabena Nyarko Addai & John N. Ng’ombe & Wencong Lu, 2023. "Disaggregated impacts of off-farm work participation on household vulnerability to food poverty in Ghana," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 21(1), pages 83-104, March.
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    More about this item

    Keywords

    Multinomial logit; Unobserved heterogeneity; Tea varieties; Vietnam;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy

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