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Weather Uncertainty and Demand for Information in Agricultural Technology Adoption: The Case of Namibia

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  • Mulwa, Chalmers
  • Visser, Martine
  • Gitonga, Zachary

Abstract

Climate change has compounded the uncertainties inherent in agriculture. Farmers have to make decisions faced with increasingly fluctuating weather, leaving them vulnerable. Access to climate-related information in developing countries, incidentally also the hardest hit by the adverse effects of climate change, is very limited. Given a choice set of technologies that yield different payoffs depending on seasonal weather outcomes, ambiguity arising from imprecise weather information may lead to sub-optimal choices. Using data from a framed experiment carried out with 300 farmers in northern Namibia, this study investigates how uncertainty about the weather affects farmers’ decision making. To establish the demand for weather information, the study elicits farmers’ willingness to pay for information at different levels of uncertainty. The experiment results show that high levels of weather uncertainty, in addition to subjective ambiguity aversion, dampen technology uptake. There is also a high demand for weather information that reduces this uncertainty, regardless of individual attitudes towards uncertainty. The results also show that access to weather information enables farmers to make welfare-improving choices given a set of farming technologies. These results highlight the importance of investing in the provision of weather information to farmers as a means of enhancing take-up of technology that creates resilience in agricultural production, in the face of the changing climate.

Suggested Citation

  • Mulwa, Chalmers & Visser, Martine & Gitonga, Zachary, 2019. "Weather Uncertainty and Demand for Information in Agricultural Technology Adoption: The Case of Namibia," EfD Discussion Paper 19-25, Environment for Development, University of Gothenburg.
  • Handle: RePEc:hhs:gunefd:2019_025
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    References listed on IDEAS

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    1. Peter Klibanoff & Massimo Marinacci & Sujoy Mukerji, 2005. "A Smooth Model of Decision Making under Ambiguity," Econometrica, Econometric Society, vol. 73(6), pages 1849-1892, November.
    2. Shawn Cole & Xavier Gine & Jeremy Tobacman & Petia Topalova & Robert Townsend & James Vickery, 2013. "Barriers to Household Risk Management: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 104-135, January.
    3. Barham, Bradford L. & Chavas, Jean-Paul & Fitz, Dylan & Salas, Vanessa Ríos & Schechter, Laura, 2014. "The roles of risk and ambiguity in technology adoption," Journal of Economic Behavior & Organization, Elsevier, vol. 97(C), pages 204-218.
    4. Salvatore Di Falco & Marcella Veronesi & Mahmud Yesuf, 2011. "Does Adaptation to Climate Change Provide Food Security? A Micro-Perspective from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 825-842.
    5. Cardenas, Juan Camilo & Carpenter, Jeffrey, 2013. "Risk attitudes and economic well-being in Latin America," Journal of Development Economics, Elsevier, vol. 103(C), pages 52-61.
    6. Glynn T Tonsor, 2018. "Producer Decision Making under Uncertainty: Role of Past Experiences and Question Framing," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(4), pages 1120-1135.
    7. Talbot M. Andrews & Andrew W. Delton & Reuben Kline, 2018. "High-risk high-reward investments to mitigate climate change," Nature Climate Change, Nature, vol. 8(10), pages 890-894, October.
    8. Alpaslan Akay & Peter Martinsson & Haileselassie Medhin & Stefan Trautmann, 2012. "Attitudes toward uncertainty among the poor: an experiment in rural Ethiopia," Theory and Decision, Springer, vol. 73(3), pages 453-464, September.
    9. Gilboa, Itzhak & Schmeidler, David, 1989. "Maxmin expected utility with non-unique prior," Journal of Mathematical Economics, Elsevier, vol. 18(2), pages 141-153, April.
    10. Takashi Hayashi & Ryoko Wada, 2010. "Choice with imprecise information: an experimental approach," Theory and Decision, Springer, vol. 69(3), pages 355-373, September.
    11. Sabine Liebenehm & Hermann Waibel, 2014. "Simultaneous Estimation of Risk and Time Preferences among Small-scale Cattle Farmers in West Africa," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(5), pages 1420-1438.
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    More about this item

    Keywords

    climate; weather uncertainty; weather information; technology adoption; risk;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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