IDEAS home Printed from https://ideas.repec.org/p/ulp/sbbeta/2016-40.html
   My bibliography  Save this paper

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

Author

Listed:
  • Phu Nguyen-Van
  • Cyrielle Poiraud
  • Nguyen To-The

Abstract

This paper analyzes households’ choice on tea varieties in Vietnam by using a multinomial logit model. The modelling 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, 2016. "Modeling farmers’ decisions on tea varieties in Vietnam: a multinomial logit analysis," Working Papers of BETA 2016-40, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
  • Handle: RePEc:ulp:sbbeta:2016-40
    as

    Download full text from publisher

    File URL: http://beta.u-strasbg.fr/WP/2016/2016-40.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Besley, Timothy & Case, Anne, 1993. "Modeling Technology Adoption in Developing Countries," American Economic Review, American Economic Association, vol. 83(2), pages 396-402, May.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. Steven Stern, 1997. "Simulation-Based Estimation," Journal of Economic Literature, American Economic Association, vol. 35(4), pages 2006-2039, December.
    27. 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.
    28. 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.
    29. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. 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.
    3. Zachary Porreca, 2024. "A Note on Uncertainty Quantification for Maximum Likelihood Parameters Estimated with Heuristic Based Optimization Algorithms," Papers 2401.07176, arXiv.org.
    4. Aminata Diagne & Lota Tamini & Patrick Mundler, 2019. "Factors Explaining the Dynamics of Agricultural Technology Adoption: Evidence from Senegal's Rain Maize Farmers," CIRANO Working Papers 2019s-08, CIRANO.
    5. Somjai Nupueng & Peter Oosterveer & Arthur P. J. Mol, 2023. "Global and local sustainable certification systems: Factors influencing RSPO and Thai-GAP adoption by oil palm smallholder farmers in Thailand," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6337-6362, July.
    6. Huong-Giang Pham & Tuong-Anh T. Nguyen & Hoang-Nam Vu, 2023. "Adoption of Sustainable Practices for Improving Agricultural Productivity in Viet Nam," Working Papers DP-2022-41, Economic Research Institute for ASEAN and East Asia (ERIA).
    7. Onuorah Hyacinth, Edeh & Mavrotas, George, 2018. "Examining perceived land tenure security and dispute resolution pathway preferences among landholders: Implications for land governance reforms in Nigeria," 92nd Annual Conference, April 16-18, 2018, Warwick University, Coventry, UK 273500, Agricultural Economics Society.
    8. 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).
    9. Abdul Muis Hasibuan & Daniel Gregg & Randy Stringer, 2021. "The role of certification, risk and time preferences in promoting adoption of climate-resilient citrus varieties in Indonesia," Climatic Change, Springer, vol. 164(3), pages 1-21, February.
    10. Tuan Nguyen‐Anh & Shawn Leu & Anh Nguyen‐Thi‐Phuong & Thanh Ngo‐Dang & Nguyen To‐The, 2023. "Adapting to the new normal: A sustainable livelihood framework for the informal sectors during COVID‐19," Review of Development Economics, Wiley Blackwell, vol. 27(2), pages 1092-1112, May.
    11. Idelphonse O. Saliou & Afio Zannou & Augustin K. N. Aoudji & Albert N. Honlonkou, 2020. "Drivers of Mechanization in Cotton Production in Benin, West Africa," Agriculture, MDPI, vol. 10(11), pages 1-13, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Cuong Le Van & Nguyen To The, 2019. "Farmers’ adoption of organic production," Asia-Pacific Journal of Regional Science, Springer, vol. 3(1), pages 33-59, February.
    3. Omotuyole Isiaka Ambali & Francisco Jose Areal & Nikolaos Georgantzis, 2021. "Improved Rice Technology Adoption: The Role of Spatially-Dependent Risk Preference," Agriculture, MDPI, vol. 11(8), pages 1-13, July.
    4. Nkamleu, Guy Blaise & Keho, Yaya & Gockowski, James & David, Soniia, 2007. "Investing in agrochemicals in the cocoa sector of Côte d’Ivoire: Hypotheses, evidence and policy implications," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 1(2), pages 1-22, September.
    5. Teno, Gabriel & Lehrer, Kim & Kone, Abdoulaye, 2018. "Les facteurs de l’adoption des nouvelles technologies en agriculture en Afrique Subsaharienne: une revue de la littérature," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 13(2), June.
    6. Varshney, Deepak & Joshi, P.K. & Roy, Devesh & Kumar, Anjani, 2021. "Understanding the Adoption of Modern Cultivars in India: Adoption probability and use intensity," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 47(1), January.
    7. Bekelc Shiferaw & Stein T. Holden, 1998. "Resource degradation and adoption of land conservation technologies in the Ethiopian Highlands: A case study in Andit Tid, North Shewa," Agricultural Economics, International Association of Agricultural Economists, vol. 18(3), pages 233-247, May.
    8. Wobst, Peter & Tchale, Hardwick & Frohberg, Klaus, 2004. "Soil Fertility Management Choice in the Maize-Based Smallholder Farming System in Malawi," 2004 Inaugural Symposium, December 6-8, 2004, Nairobi, Kenya 9524, African Association of Agricultural Economists (AAAE).
    9. Negatu, W. & Parikh, A., 1999. "The impact of perception and other factors on the adoption of agricultural technology in the Moret and Jiru Woreda (district) of Ethiopia," Agricultural Economics, Blackwell, vol. 21(2), pages 205-216, October.
    10. Nkamleu, Guy Blaise, 2006. "Poverty and Child Farm Labor in Africa: Wealth Paradox or bad Orthodoxy," MPRA Paper 15105, University Library of Munich, Germany.
    11. Prisca Koncy Fosso & Roger Tsafack Nanfosso, 2016. "Adoption of agricultural innovations in risky environment: the case of corn producers in the west of Cameroon," Review of Agricultural, Food and Environmental Studies, Springer, vol. 97(1), pages 51-62, June.
    12. Aslihan Arslan & Kristin Floress & Christine Lamanna & Leslie Lipper & Solomon Asfaw & Todd Rosenstock, 2020. "IFAD RESEARCH SERIES 63 - The adoption of improved agricultural technologies - A meta-analysis for Africa," IFAD Research Series 304758, International Fund for Agricultural Development (IFAD).
    13. Chatzimichael, Konstantinos & Genius, Margarita & Tzouvelekas, Vangelis, 2014. "Informational cascades and technology adoption: Evidence from Greek and German organic growers," Food Policy, Elsevier, vol. 49(P1), pages 186-195.
    14. Caroline Roussy & Aude Ridier & Karim Chaïb, 2014. "Adoption d’innovations par les agriculteurs : rôle des perceptions et des préférences," Post-Print hal-01123427, HAL.
    15. Wubeneh, Nega Gebreselassie & Sanders, J.H., 2006. "Farm-level adoption of sorghum technologies in Tigray, Ethiopia," Agricultural Systems, Elsevier, vol. 91(1-2), pages 122-134, November.
    16. Saule Burkitbayeva & Emma Janssen & Johan Swinnen, 2019. "Technology Adoption and Value Chains in Developing Countries: Panel Evidence from Dairy in Punjab," LICOS Discussion Papers 41019, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    17. 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.
    18. Ma, Xingliang & Shi, Guanming, 2011. "A Dynamic Adoption Model with Bayesian Learning: Application to the U.S. Soybean Market," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 104577, Agricultural and Applied Economics Association.
    19. Elaine M. Liu, 2013. "Time to Change What to Sow: Risk Preferences and Technology Adoption Decisions of Cotton Farmers in China," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1386-1403, October.
    20. Gin, Xavier & Yang, Dean, 2009. "Insurance, credit, and technology adoption: Field experimental evidencefrom Malawi," Journal of Development Economics, Elsevier, vol. 89(1), pages 1-11, May.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ulp:sbbeta:2016-40. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/bestrfr.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.