IDEAS home Printed from https://ideas.repec.org/a/spr/agfoec/v4y2016i1d10.1186_s40100-016-0051-z.html
   My bibliography  Save this article

Determinants of agricultural technology adoption under partial population awareness: the case of pigeonpea in Malawi

Author

Listed:
  • Franklin Simtowe

    (International Maize and Wheat Improvement Center (CIMMYT))

  • Solomon Asfaw

    (Agricultural Development Economics Division (ESA) Food and Agriculture Organization of the United Nations (FAO))

  • Tsedeke Abate

    (International Maize and Wheat Improvement Center (CIMMYT))

Abstract

There is exhaustive literature on technology adoption rates and the relationship between technology adoption and relevant socioeconomic and policy variables. Yet adoption estimates derived from the application of standard techniques such as the probit and tobit yield biased estimates. This paper applies the modern evaluation technique: the counterfactual outcome framework to data from about 400 households in Malawi to assess the patterns of diffusion and adoption of improved pigeonpea varieties and their determinants. We find the sample adoption rate of improved varieties to be 14 % while the potential adoption rate if the improved varieties were widely disseminated is estimated at 41 %. The adoption gap resulting from the incomplete exposure to the improved pigeonpea is 27 %. Moreover, adoption is also found to be high among female-headed households, older farmers and those with access to credit. The findings suggest that for increased adoption, there is need for increased involvement of extension workers is the dissemination of information about improved pigeonpea varieties, a robust pigeonpea seed system to increase seed availability to farmers as well as the need for improved access to credit.

Suggested Citation

  • Franklin Simtowe & Solomon Asfaw & Tsedeke Abate, 2016. "Determinants of agricultural technology adoption under partial population awareness: the case of pigeonpea in Malawi," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 4(1), pages 1-21, December.
  • Handle: RePEc:spr:agfoec:v:4:y:2016:i:1:d:10.1186_s40100-016-0051-z
    DOI: 10.1186/s40100-016-0051-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s40100-016-0051-z
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1186/s40100-016-0051-z?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Gershon Feder & Roger Slade, 1984. "The Acquisition of Information and the Adoption of New Technology," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(3), pages 312-320.
    2. Timothy G. Conley & Christopher R. Udry, 2005. "Learning about a new technology: pineapple in Ghana," Proceedings, Federal Reserve Bank of San Francisco.
    3. Yatchew, Adonis & Griliches, Zvi, 1985. "Specification Error in Probit Models," The Review of Economics and Statistics, MIT Press, vol. 67(1), pages 134-139, February.
    4. Charles F. Manski, 2004. "Social Learning from Private Experiences: The Dynamics of the Selection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 443-458.
    5. 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)

    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. Bizimana, C & Nieuwoudt, WL & Ferrer, SRD, 2002. "Factors Influencing Adoption Of Recommended Farm Practices By Coffee Farmers In Butare, Southern Rwanda," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 41(3).
    2. Kenneth, Akankwasa & Gerald, Ortmann & Edilegnaw, Wale & Wilberforce, Tushemereirwe, "undated". "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.
    3. Lidia Dandedjrohoun & Aliou Diagne & Gauthier Biaou & Simon N’cho & Soul-Kifouly Midingoyi, 2012. "Determinants of diffusion and adoption of improved technology for rice parboiling in Benin," Review of Agricultural and Environmental Studies - Revue d'Etudes en Agriculture et Environnement, INRA Department of Economics, vol. 93(2), pages 171-191.
    4. William A. Brock & Steven N. Durlauf, 2010. "Adoption Curves and Social Interactions," Journal of the European Economic Association, MIT Press, vol. 8(1), pages 232-251, March.
    5. Mariapia Mendola, 2003. "Agricultural Technology and Povertry Reduction: A Micro-Level Analysis of Causal Effects," Development Working Papers 179, Centro Studi Luca d'Agliano, University of Milano.
    6. Feder, Gershon & Savastano, Sara, 2006. "The role of opinion leaders in the diffusion of new knowledge: The case of integrated pest management," World Development, Elsevier, vol. 34(7), pages 1287-1300, July.
    7. 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).
    8. 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.
    9. 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.
    10. Kasenge, Valentine & Taylor, Daniel B. & Bonabana-Wabbi, Jackline, 2006. "A Limited Dependent Variable Analysis of Integrated Pest Management Adoption in Uganda," 2006 Annual meeting, July 23-26, Long Beach, CA 21040, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    11. Ruth Vargas Hill & John Hoddinott & Neha Kumar, 2013. "Adoption of weather-index insurance: learning from willingness to pay among a panel of households in rural Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 44(4-5), pages 385-398, July.
    12. Schuck, Eric C. & Nganje, William & Yantio, Debazou, 2002. "The role of land tenure and extension education in the adoption of slash and burn agriculture," Ecological Economics, Elsevier, vol. 43(1), pages 61-70, November.
    13. Fadare, Olusegun Ayodeji & Akerele, Dare & Toritseju, Begho, 2014. "Factors Influencing Adoption Decisions Of Maize Farmers In Nigeria," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 2(3), pages 1-10, July.
    14. H. Peyton Young, 2009. "Innovation Diffusion in Heterogeneous Populations: Contagion, Social Influence, and Social Learning," American Economic Review, American Economic Association, vol. 99(5), pages 1899-1924, December.
    15. Langyintuo, Augustine S. & Mekuria, Mulugetta, 2005. "Accounting for Neighborhood Influence in Estimating Factors Determining the Adoption of Improved Agricultural Technologies," 2005 Annual meeting, July 24-27, Providence, RI 19521, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    16. Campbell, Randall C. & Nagel, Gregory L., 2016. "Private information and limitations of Heckman's estimator in banking and corporate finance research," Journal of Empirical Finance, Elsevier, vol. 37(C), pages 186-195.
    17. Azariadis, Costas & Stachurski, John, 2005. "Poverty Traps," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 5, Elsevier.
    18. Anthony Edo & Nicolas Jacquemet & Constantine Yannelis, 2019. "Language skills and homophilous hiring discrimination: Evidence from gender and racially differentiated applications," Review of Economics of the Household, Springer, vol. 17(1), pages 349-376, March.
    19. Spiro E. Stefanou, 1987. "Technical Change, Uncertainty, and Investment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 69(1), pages 158-165.
    20. Langyintuo, Augustine S. & Mungoma, Catherine, 2008. "The effect of household wealth on the adoption of improved maize varieties in Zambia," Food Policy, Elsevier, vol. 33(6), pages 550-559, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:spr:agfoec:v:4:y:2016:i:1:d:10.1186_s40100-016-0051-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.