IDEAS home Printed from https://ideas.repec.org/a/zbw/espost/289208.html
   My bibliography  Save this article

Barriers to the adoption of multiple agricultural innovations: Insights from Bt cotton, wheat seeds, herbicides and no-tillage in Pakistan

Author

Listed:
  • Bilal, Muhammad
  • Jamali Jaghdani, Tinoush

Abstract

The slow pace of the adoption of the latest innovations in agricultural technology innovations impedes sustainable farming practices and sustainable agriculture in developing countries. This study investigates the potential reasons that stop smallholder farming households from adopting genetically engineered seeds (Bt cotton and improved wheat seeds), herbicides resulting from cutting-edge technologies, and no-tillage farming. Utilizing original farm household-level data from 275 smallholder farming households in Pakistan, we employ multivariate probit models. The results show that the adoption of innovative technologies is not an isolated, separate process but a concoction of available technologies and cropping patterns. The estimates of the multivariate probit models show that farm machinery index, off-farm income sources, and farmers’ education facilitate technology adoption. The observations and estimates indicate that a lack of agricultural extension service contacts is present, which slows down the farmers’ adoption of agricultural technological inputs. Therefore, promoting the role of agricultural extension services (qualitatively and quantitatively) is likely to play a role in multiple technology adoption. Furthermore, the significant effect of off-farm employment shows that the lack of financial resources is another factor slowing the adoption of innovative technologies, which depends on liquidity for necessary expenditures.

Suggested Citation

  • Bilal, Muhammad & Jamali Jaghdani, Tinoush, 2024. "Barriers to the adoption of multiple agricultural innovations: Insights from Bt cotton, wheat seeds, herbicides and no-tillage in Pakistan," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 22(1), pages 1-19.
    • Handle: RePEc:zbw:espost:289208
    DOI: 10.1080/14735903.2024.2318934
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/289208/1/Bilal_2024_adoption_agricultural_innovations.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.1080/14735903.2024.2318934?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. Paswel P. Marenya & Christopher B. Barrett, 2009. "State-conditional Fertilizer Yield Response on Western Kenyan Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 991-1006.
    2. Kibrom A. Abay & Guush Berhane & Alemayehu Seyoum Taffesse & Kibrewossen Abay & Bethelhem Koru, 2018. "Estimating Input Complementarities with Unobserved Heterogeneity: Evidence from Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(2), pages 495-517, June.
    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. Kibrom A. Abay & Mehari H. Abay & Mulubrhan Amare & Guush Berhane & Ermias Aynekulu, 2022. "Mismatch between soil nutrient deficiencies and fertilizer applications: Implications for yield responses in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 53(2), pages 215-230, March.
    2. Kibrom A. Abay & Tesfamicheal Wossen & Jordan Chamberlin, 2023. "Mismeasurement and efficiency estimates: Evidence from smallholder survey data in Africa," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(2), pages 413-434, June.
    3. Sheahan, Megan & Black, Roy & Jayne, T.S., 2013. "Are Kenyan farmers under-utilizing fertilizer? Implications for input intensification strategies and research," Food Policy, Elsevier, vol. 41(C), pages 39-52.
    4. Lilli Scheiterle & Regina Birner, 2018. "Assessment of Ghana’s Comparative Advantage in Maize Production and the Role of Fertilizers," Sustainability, MDPI, vol. 10(11), pages 1-13, November.
    5. Berazneva, Julia & McBride, Linden & Sheahan, Megan & Güereña, David, 2018. "Empirical assessment of subjective and objective soil fertility metrics in east Africa: Implications for researchers and policy makers," World Development, Elsevier, vol. 105(C), pages 367-382.
    6. repec:ags:ijag24:346816 is not listed on IDEAS
    7. Fujimoto, Takefumi & Suzuki, Aya, 2021. "Do Fertilizer and Seed Subsidies Strengthen Farmers' Market Participation? the Impact of Tanzania NAIVS on Farmers' Purchase of Agricultural Inputs and Their Maize-Selling Activities," 2021 Conference, August 17-31, 2021, Virtual 315044, International Association of Agricultural Economists.
    8. Alain de Janvry & Élisabeth Sadoulet, 2023. "Seven propositions to support and finance the agricultural sector in sub-Saharan Africa in the context of climate change WP324," Working Papers hal-04123941, HAL.
    9. Liverpool-Tasie, Lenis Saweda O. & Jayne, Thomas & Muyanga, Milu & Sanou, Awa, 2017. "Are African Farmers Experiencing Improved Incentives To Use Fertilizer?," Feed the Future Innovation Lab for Food Security Policy Research Papers 270632, Michigan State University, Department of Agricultural, Food, and Resource Economics, Feed the Future Innovation Lab for Food Security (FSP).
    10. Michelson, Hope & Fairbairn, Anna & Ellison, Brenna & Maertens, Annemie & Manyong, Victor, 2021. "Misperceived quality: Fertilizer in Tanzania," Journal of Development Economics, Elsevier, vol. 148(C).
    11. Martey, Edward & Etwire, Prince Maxwell & Abdoulaye, Tahirou, 2020. "Welfare impacts of climate-smart agriculture in Ghana: Does row planting and drought-tolerant maize varieties matter?," Land Use Policy, Elsevier, vol. 95(C).
    12. Valdivia, Roberto O. & Antle, John M. & Stoorvogel, Jetse J., 2012. "Coupling the Tradeoff Analysis Model with a market equilibrium model to analyze economic and environmental outcomes of agricultural production systems," Agricultural Systems, Elsevier, vol. 110(C), pages 17-29.
    13. Berhane, Guush & Abate, Gashaw T. & Wolle, Abdulazize, 2021. "Agricultural Intensification in Ethiopia: Trends and Welfare Impacts," 2021 Conference, August 17-31, 2021, Virtual 315313, International Association of Agricultural Economists.
    14. Berazneva, Julia & McBride, Linden & Sheahan, Megan & Guerena, David, 2016. "Perceived, measured, and estimated soil fertility in east Africa: Implications for farmers and researchers," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235466, Agricultural and Applied Economics Association.
    15. Ogada, Maurice & Nyangena, Wilfred, 2015. "Impact of Improved Farm Technologies on Yields: The Case of Improved Maize Varieties and Inorganic Fertilizers in Kenya," 2015 Conference, August 9-14, 2015, Milan, Italy 212590, International Association of Agricultural Economists.
    16. Theriault, Veronique & Smale, Melinda & Haider, Hamza, 2017. "Maize Yield Response to Fertilizer under Differing Agro -Ecological Conditions in Burkina Faso," Food Security International Development Working Papers 263194, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    17. Wossen, Tesfamicheal & Abay, Kibrom A. & Abdoulaye, Tahirou, 2022. "Misperceiving and misreporting input quality: Implications for input use and productivity," Journal of Development Economics, Elsevier, vol. 157(C).
    18. Michelson, Hope & Gourlay, Sydney & Lybbert, Travis & Wollburg, Philip, 2023. "Review: Purchased agricultural input quality and small farms," Food Policy, Elsevier, vol. 116(C).
    19. Vondolia, Godwin Kofi & Eggert, HÃ¥kan & Stage, Jesper, "undated". "Nudging Boserup? The Impact of Fertilizer Subsidies on Investment in Soil and Water Conservation," RFF Working Paper Series dp-12-08-efd, Resources for the Future.
    20. Larson,Donald F. & Muraoka,Rie & Otsuka,Keijiro, 2016. "On the central role of small farms in African rural development strategies," Policy Research Working Paper Series 7710, The World Bank.
    21. Nicolas Berman & Mathieu Couttenier & Raphael Soubeyran, 2021. "Fertile Ground for Conflict," Journal of the European Economic Association, European Economic Association, vol. 19(1), pages 82-127.

    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:zbw:espost:289208. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/zbwkide.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.