IDEAS home Printed from https://ideas.repec.org/p/ags/aaae07/52155.html
   My bibliography  Save this paper

A Discriminant Analysis of Factors Associated with The Adoption Of Certified Organic Farming By Smallholder Farmers in Kwazulu-Natal, South Africa

Author

Listed:
  • Kisaka-Lwayo, Maggie

Abstract

Discriminant analysis was used to identify the characteristics that distinguish between fully-certified organic, partially-certified organic and non-organic farmers in Umbumbulu district, KwaZulu-Natal (KZN), South Africa (SA) during October- November 2004. 200 farmers interviewed were drawn by purposively selecting the 151 members of the Ezemvelo Farmers’ Organisation (EFO), and by random sampling 49 non-organic farmers in wards neighbouring EFO. Results from the two estimated discriminant functions suggested that farmers with higher household sizes, incomes, input costs per hectare and number of chickens owned, locations further from innovators and less risk aversion were more likely to be certified as organic. Household location should be considered in delineating target domains for introducing new technologies especially where resources are limited. There is a need for key stakeholders to increase smallholder’s capacity to bear risk by decreasing the perceived risk of adoption of certified organic farming.

Suggested Citation

  • Kisaka-Lwayo, Maggie, 2008. "A Discriminant Analysis of Factors Associated with The Adoption Of Certified Organic Farming By Smallholder Farmers in Kwazulu-Natal, South Africa," 2007 Second International Conference, August 20-22, 2007, Accra, Ghana 52155, African Association of Agricultural Economists (AAAE).
    • Handle: RePEc:ags:aaae07:52155
    DOI: 10.22004/ag.econ.52155
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/52155/files/Kisaka-Lwayo.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.52155?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Lars Brink & Bruce McCarl, 1978. "The Tradeoff between Expected Return and Risk Among Cornbelt Farmers," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 60(2), pages 259-263.
    2. Staal, S. J. & Baltenweck, I. & Waithaka, M. M. & deWolff, T. & Njoroge, L., 2002. "Location and uptake: integrated household and GIS analysis of technology adoption and land use, with application to smallholder dairy farms in Kenya," Agricultural Economics, Blackwell, vol. 27(3), pages 295-315, November.
    3. Michele C. Marra & Gerald A. Carlson, 1990. "The Decision to Double Crop: An Application of Expected Utility Theory Using Stein's Theorem," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(2), pages 337-345.
    4. Phiri, Donald & Franzel, Steven & Mafongoya, Paramu & Jere, Isaac & Katanga, Roza & Phiri, Stanslous, 2004. "Who is using the new technology? The association of wealth status and gender with the planting of improved tree fallows in Eastern Province, Zambia," Agricultural Systems, Elsevier, vol. 79(2), pages 131-144, February.
    5. 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.
    6. Holloway, Garth & Shankar, Bhavani & Rahman, Sanzidur, 2002. "Bayesian spatial probit estimation: a primer and an application to HYV rice adoption," Agricultural Economics, Blackwell, vol. 27(3), pages 383-402, November.
    7. 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.
    8. Abadi Ghadim, Amir K. & Pannell, David J., 1999. "A conceptual framework of adoption of an agricultural innovation," Agricultural Economics, Blackwell, vol. 21(2), pages 145-154, October.
    9. Baidu-Forson, J., 1999. "Factors influencing adoption of land-enhancing technology in the Sahel: lessons from a case study in Niger," Agricultural Economics, Blackwell, vol. 20(3), pages 231-239, May.
    10. Ephraim Nkonya & Ted Schroeder & David Norman, 1997. "Factors Affecting Adoption Of Improved Maize Seed And Fertiliser In Northern Tanzania," Journal of Agricultural Economics, Wiley Blackwell, vol. 48(1‐3), pages 1-12, January.
    11. Albert Thembinkosi Modi, 2003. "What do subsistence farmers know about indigenous crops and organic farming? Preliminary experience in KwaZulu-Natal," Development Southern Africa, Taylor & Francis Journals, vol. 20(5), pages 675-684.
    12. Alamgir Hossain, Shah M. & Crouch, Bruce R., 1992. "Patterns and determinants of adoption of farm practices: Some evidence from Bangladesh," Agricultural Systems, Elsevier, vol. 38(1), pages 1-15.
    13. 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.
    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. Djokoto, Justice Gameli & Afari-Sefa, Victor, 2017. "Alternative functional forms for technology choice: Application to cocoa production technologies," Technology in Society, Elsevier, vol. 50(C), pages 110-120.

    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. Marra, Michele & Pannell, David J. & Abadi Ghadim, Amir, 2003. "The economics of risk, uncertainty and learning in the adoption of new agricultural technologies: where are we on the learning curve?," Agricultural Systems, Elsevier, vol. 75(2-3), pages 215-234.
    2. Alene, Arega D. & Poonyth, Daneswar & Hassan, Rashid M., 2000. "Determinants of adoption and intensity of use of improved maize varieties in the Central Highlands of Ethiopia: A Tobit analysis," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 39(4), pages 1-11, December.
    3. Kenneth, Akankwasa & Gerald, Ortmann & Edilegnaw, Wale & Wilberforce, Tushemereirwe, 2012. "Ex-Ante Adoption of New Cooking Banana (Matooke) Hybrids in Uganda Based on Farmers' Perceptions," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 123302, International Association of Agricultural Economists.
    4. Ismail Moumouni & Mohamed N. Baco & Latifou Idrissou, 2019. "Towards a Re-Conceptualization of the Pathway of Agricultural Technology for a Better Impact Assessment," International Journal of Publication and Social Studies, Asian Economic and Social Society, vol. 4(2), pages 123-131, June.
    5. Carolyn Afolami & Abiodun Obayelu & Ignatius Vaughan, 2015. "Welfare impact of adoption of improved cassava varieties by rural households in South Western Nigeria," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 3(1), pages 1-17, December.
    6. Evan J. Miller-Tait & Sandeep Mohapatra & M. K. (Marty) Luckert & Brent M. Swallow, 2019. "Processing technologies for undervalued grains in rural India: on target to help the poor?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(1), pages 151-166, February.
    7. Patrick S. Ward & Valerien O. Pede, 2015. "Capturing social network effects in technology adoption: the spatial diffusion of hybrid rice in Bangladesh," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(2), pages 225-241, April.
    8. Wollni, Meike & Andersson, Camilla, 2014. "Spatial patterns of organic agriculture adoption: Evidence from Honduras," Ecological Economics, Elsevier, vol. 97(C), pages 120-128.
    9. Gregory Amacher & Jeffrey Alwang, 2004. "Productivity and Land Enhancing Technologies in Northern Ethiopia: Health, Public Investments, and Sequential Adoption," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(2), pages 321-331.
    10. Teresa Serra & David Zilberman & José M. Gil, 2008. "Differential uncertainties and risk attitudes between conventional and organic producers: the case of Spanish arable crop farmers," Agricultural Economics, International Association of Agricultural Economists, vol. 39(2), pages 219-229, September.
    11. Kamrath, Carolin & Rajendran, Srinivasulu & Nenguwo, Ngoni & Afari-Sefa, Victor & Broring, Stefanie, 2018. "Adoption behavior of market traders: an analysis based on Technology Acceptance Model and Theory of Planned Behavior," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 21(6), July.
    12. Funes, Jose E., 2018. "The role of social interaction in the adoption and geographic diffusion of an agricultural technology: The case of high-iron bean (Phaseolus vulgaris) in Rwanda," 2018 Annual Meeting, August 5-7, Washington, D.C. 273872, Agricultural and Applied Economics Association.
    13. Thuo, Mary & Bravo-Ureta, Boris E. & Hathie, Ibrahima & Obeng-Asiedu, Patrick, 2011. "Adoption of chemical fertilizer by smallholder farmers in the peanut basin of Senegal," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 6(1), pages 1-17, March.
    14. 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).
    15. Masinde, Wanyama J. & Obare, Gideon A. & Owuor, George & Wasilwa, Lusike, 2013. "Factors Influencing Adoption of Tissue Culture Banana in Western Kenya," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 160519, African Association of Agricultural Economists (AAAE).
    16. BLAZY Jean-Marc & CARPENTIER Alain & THOMAS Alban, 2008. "An ex ante adoption model of low input innovations applied to banana growers in the French West Indies," LERNA Working Papers 08.32.276, LERNA, University of Toulouse.
    17. Shapiro, B.I. & Brorsen, B.Wade & Doster, D. Howard, 1992. "Adoption of Double-Cropping Soybeans and Wheat," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 24(2), pages 33-40, December.
    18. K. Akankwasa & G. F. Ortmann & E. Wale & W. K. Tushemereirwe, 2016. "Early-Stage Adoption of Improved Banana “Matooke” Hybrids in Uganda: A Count Data Analysis Based on Farmers’ Perceptions," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 13(01), pages 1-26, February.
    19. Phu Nguyen-Van & Cyrielle Poiraud & Nguyen To-The, 2017. "Modeling farmers’ decisions on tea varieties in Vietnam: a multinomial logit analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 48(3), pages 291-299, May.
    20. Gbêtondji Melaine Armel Nonvide, 2021. "Adoption of agricultural technologies among rice farmers in Benin," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2372-2390, November.

    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:ags:aaae07:52155. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaaeaea.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.