IDEAS home Printed from https://ideas.repec.org/a/eee/agisys/v231y2026ics0308521x25002495.html

Farmers’ willingness to pay for agro-weather advisories: Implications for long term support of weather information in Kenya

Author

Listed:
  • Kamau, Mercy
  • Mburu, John
  • Mills, Bradford
  • Kirimi, Lilian

Abstract

Climate information services (CIS) are an important tool for mitigation of the impact of climate change and weather variability. The pertinent CIS policy question is how to sustainably provide universal agricultural sector access.

Suggested Citation

  • Kamau, Mercy & Mburu, John & Mills, Bradford & Kirimi, Lilian, 2026. "Farmers’ willingness to pay for agro-weather advisories: Implications for long term support of weather information in Kenya," Agricultural Systems, Elsevier, vol. 231(C).
  • Handle: RePEc:eee:agisys:v:231:y:2026:i:c:s0308521x25002495
    DOI: 10.1016/j.agsy.2025.104509
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0308521X25002495
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.agsy.2025.104509?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
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Pinuccia Calia & Elisabetta Strazzera, 2000. "Bias and efficiency of single versus double bound models for contingent valuation studies: a Monte Carlo analysis," Applied Economics, Taylor & Francis Journals, vol. 32(10), pages 1329-1336.
    2. Eduardo Nakasone & Maximo Torero, 2016. "A text message away: ICTs as a tool to improve food security," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 49-59, November.
    3. Melissa Hidrobo & Giordano Palloni & Daniel O. Gilligan & Jenny C. Aker & Natasha Ledlie, 2022. "Paying for Digital Information: Assessing Farmers’ Willingness to Pay for a Digital Agriculture and Nutrition Service in Ghana," Economic Development and Cultural Change, University of Chicago Press, vol. 70(4), pages 1367-1402.
    4. Gebretsadik, Kidanemariam Abreha & Romstad, Eirik, 2020. "Climate and farmers’ willingness to pay for improved irrigation water supply," World Development Perspectives, Elsevier, vol. 20(C).
    5. Franklin Nantui Mabe & Prince Nketiah & Daniel Darko, 2014. "Farmers’ willingness to pay for weather forecast information in Savelugu-Nanton municipality of the Northern region," Russian Journal of Agricultural and Socio-Economic Sciences, CyberLeninka;Редакция журнала Russian Journal of Agricultural and Socio-Economic Sciences, vol. 36(12), pages 34-44.
    6. Michael Hanemann & John Loomis & Barbara Kanninen, 1991. "Statistical Efficiency of Double-Bounded Dichotomous Choice Contingent Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(4), pages 1255-1263.
    7. Lopez-Feldman, Alejandro, 2012. "Introduction to contingent valuation using Stata," MPRA Paper 41018, University Library of Munich, Germany.
    8. Jeanne Y. Coulibaly & Glwadys A. Gbetibouo & Godfrey Kundhlande & Gudeta W. Sileshi & Tracy L. Beedy, 2015. "Responding to Crop Failure: Understanding Farmers’ Coping Strategies in Southern Malawi," Sustainability, MDPI, vol. 7(2), pages 1-17, February.
    9. Kabubo-Mariara, Jane & Karanja, Fredrick K, 2007. "The economic impact of climate change on Kenyan crop agriculture : a ricardian approach," Policy Research Working Paper Series 4334, The World Bank.
    10. Marther W. Ngigi & Elijah N. Muange, 2022. "Access to climate information services and climate-smart agriculture in Kenya: a gender-based analysis," Climatic Change, Springer, vol. 174(3), pages 1-23, October.
    11. Jagtap, S. S. & Jones, J. W. & Hildebrand, P. & Letson, D. & O'Brien, J. J. & Podesta, G. & Zierden, D. & Zazueta, F., 2002. "Responding to stakeholder's demands for climate information: from research to applications in Florida," Agricultural Systems, Elsevier, vol. 74(3), pages 415-430, December.
    12. Ngigi, Marther W. & Mueller, Ulrike & Birner, Regina, 2017. "Gender Differences in Climate Change Adaptation Strategies and Participation in Group-based Approaches: An Intra-household Analysis From Rural Kenya," Ecological Economics, Elsevier, vol. 138(C), pages 99-108.
    13. Mary K. Mathenge & David L. Tschirley, 2015. "Off-farm labor market decisions and agricultural shocks among rural households in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 46(5), pages 603-616, September.
    14. Jenny C. Aker & Ishita Ghosh & Jenna Burrell, 2016. "The promise (and pitfalls) of ICT for agriculture initiatives," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 35-48, November.
    15. Catherine Vaughan & James Hansen & Philippe Roudier & Paul Watkiss & Edward Carr, 2019. "Evaluating agricultural weather and climate services in Africa: Evidence, methods, and a learning agenda," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 10(4), July.
    16. William Fonta & Hyacinth Ichoku & Kanayo Ogujiuba, 2010. "Estimating willingness to pay with the stochastic payment card design: further evidence from rural Cameroon," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 12(2), pages 179-193, April.
    17. Marcel Fafchamps & Bart Minten, 2012. "Impact of SMS-Based Agricultural Information on Indian Farmers," The World Bank Economic Review, World Bank, vol. 26(3), pages 383-414.
    18. Ian J. Bateman & Richard T. Carson & Brett Day & Michael Hanemann & Nick Hanley & Tannis Hett & Michael Jones-Lee & Graham Loomes, 2002. "Economic Valuation with Stated Preference Techniques," Books, Edward Elgar Publishing, number 2639.
    19. Adama Ouedraogo & Irene S. Egyir & Mathieu Ouedraogo & John Baptist D. Jatoe, 2022. "Farmers’ Demand for Climate Information Services: A Systematic Review," Sustainability, MDPI, vol. 14(15), pages 1-18, July.
    20. Stanislav Kolenikov, 2014. "Calibrating survey data using iterative proportional fitting (raking)," Stata Journal, StataCorp LLC, vol. 14(1), pages 22-59, March.
    21. Mathieu Ouédraogo & Silamana Barry & Robert B. Zougmoré & Samuel Tetteh Partey & Leopold Somé & Gregoire Baki, 2018. "Farmers’ Willingness to Pay for Climate Information Services: Evidence from Cowpea and Sesame Producers in Northern Burkina Faso," Sustainability, MDPI, vol. 10(3), pages 1-16, February.
    22. 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.
    23. Okello, Julius Juma & Just, David R. & Verschoor, Arjan & Mulwa, Chalmers & Xie, Mingcong & Ojwang, Sylvester & Namanda, Sam & Yada, Benard & Ssali, Reuben & Okim, Moses Bunsen & Mwende Mutiso, Janet , 2025. "Behavioral interventions in informal seed systems to nudge sustainable demand for quality seed of sweetpotato," Agricultural Systems, Elsevier, vol. 229(C).
    24. Maria Carmen Lemos & Christine J. Kirchhoff & Vijay Ramprasad, 2012. "Narrowing the climate information usability gap," Nature Climate Change, Nature, vol. 2(11), pages 789-794, November.
    25. Olwande, John & Mathenge, Mary K., 2011. "Market Participation Among Poor Rural Households in Kenya," Working Papers 202599, Egerton University, Tegemeo Institute of Agricultural Policy and Development.
    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. Yegbemey, Rosaine N. & Bensch, Gunther & Vance, Colin, 2023. "Weather information and agricultural outcomes: Evidence from a pilot field experiment in Benin," World Development, Elsevier, vol. 167(C).
    2. Kamiche Zegarra, J. & Bravo-Ureta, B., 2018. "Are users of market information efficient? A stochastic production frontier model corrected by sample selection," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275870, International Association of Agricultural Economists.
    3. Apoorv Gupta & Jacopo Ponticelli & Andrea Tesei, 2020. "Language Barriers, Technology Adoption and Productivity: Evidence from Agriculture in India," NBER Working Papers 27192, National Bureau of Economic Research, Inc.
    4. Vilela, Thais & Malky Harb, Alfonso & Mendizábal Vergara, Carla, 2022. "Chileans' willingness to pay for protected areas," Ecological Economics, Elsevier, vol. 201(C).
    5. Zuch, Matteo, 2025. "Rural electrification in sub-Saharan Africa: A willingness to pay analysis of electricity access in Kenya," Energy Policy, Elsevier, vol. 206(C).
    6. Changsok Yoo & Yelim Kim & Jee Hoon Sohn, 2021. "Evaluating the Social Cost of Conflict between New Media and Society: The Case of Gaming Disorder in South Korea," Sustainability, MDPI, vol. 13(14), pages 1-13, July.
    7. Estefan, Alejandro & Ordoñez, Romina & Parilli, Cristina & Winters, Paul, 2025. "Hybrid agricultural extension and the adoption of climate-resilient varieties: Evidence from oil palm in the Amazon," Food Policy, Elsevier, vol. 136(C).
    8. Gebreegziabher, Z. & Mekonnen, A. & Beyene, A.D. & Hagos, F., 2018. "Valuation of access to irrigation water in rural Ethiopia: application of choice experiment and contingent valuation methods," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277168, International Association of Agricultural Economists.
    9. Krishna, Vijesh V. & Qaim, Matin, 2007. "Estimating the adoption of Bt eggplant in India: Who Benefits from public-private partnership?," Food Policy, Elsevier, vol. 32(5-6), pages 523-543.
    10. Gebretsadik, Kidanemariam Abreha & Romstad, Eirik, 2020. "Climate and farmers’ willingness to pay for improved irrigation water supply," World Development Perspectives, Elsevier, vol. 20(C).
    11. Muuz Hadush & Halefom Hailu & Kidanemariam Gebregziabher, 2025. "Are Farmers Willing to Invest on Weather Forecast Information? Empirical Evidence from Tigray, Ethiopia," Economics of Disasters and Climate Change, Springer, vol. 9(2), pages 235-262, July.
    12. Mekonnen, Tigist, 2017. "Willingness to pay for agricultural risk insurance as a strategy to adapt climate change," MERIT Working Papers 2017-028, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    13. Rodrigo Abed & Haroon Sseguya & James Flock & Silvanus Mruma & Hamisi Mwango, 2020. "An Evolving Agricultural Extension Model for Lasting Impact: How Willing Are Tanzanian Farmers to Pay for Extension Services?," Sustainability, MDPI, vol. 12(20), pages 1-13, October.
    14. Apoorv Gupta & Jacopo Ponticelli & Andrea Tesei, 2019. "Technology Adoption and Access to Credit via Mobile Phones," Working Papers 892, Queen Mary University of London, School of Economics and Finance.
    15. Alemu Mekonnen & Zenebe Gebreegziabher & Abebe D. Beyene & Fitsum Hagos, 2019. "Valuation of Access to Irrigation Water in Rural Ethiopia: Application of Choice Experiment and Contingent Valuation Methods," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 6(01), pages 1-26, September.
    16. Oerlemans, Leon A.G. & Chan, Kai-Ying & Volschenk, Jako, 2016. "Willingness to pay for green electricity: A review of the contingent valuation literature and its sources of error," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 875-885.
    17. Togba V. Sumo & Cecilia Ritho & Patrick Irungu, 2023. "Determinants of Smallholder Rice Farmers’ Willingness-to-Pay for Private Extension Services in Liberia: The Case of Gibi District," Sustainability, MDPI, vol. 15(19), pages 1-13, September.
    18. Hasan-Basri, Bakti & Samdin, Zaiton & Noor Ghani, Awang, 2020. "Willingness to Pay for Conservation of Mangrove Forest in Kuala Perlis, Malaysia," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 54(3), pages 89-99.
    19. Abate, Gashaw T. & Abay, Kibrom A. & Chamberlin, Jordan & Kassim, Yumna & Spielman, David J. & Paul Jr Tabe-Ojong, Martin, 2023. "Digital tools and agricultural market transformation in Africa: Why are they not at scale yet, and what will it take to get there?," Food Policy, Elsevier, vol. 116(C).
    20. Farkas, Hannah & Linsenmeier, Manuel & Talevi, Marta & Avner, Paolo & Jafino, Bramka Arga & Sidibe, Moussa, 2025. "The Economic Value of Weather Forecasts : A Quantitative Systematic Literature Review," Policy Research Working Paper Series 11213, The World Bank.

    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:eee:agisys:v:231:y:2026:i:c:s0308521x25002495. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agsy .

    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.