Skip to main content

Advertisement

Log in

Economic value of weather forecasting: the role of risk aversion

  • Original Paper
  • Published:
TOP Aims and scope Submit manuscript

Abstract

Extreme meteorological events have increased over the last decades and it is widely accepted that it is due to climate change (IPCC, Climate Change 2007, Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, 2007; Beniston et al., Clim. Change 81:71–95, 2007). Some of these extremes, like drought or frost episodes, largely affect agricultural outputs, and risk management becomes crucial. The goal of this paper it is to analyze farmers’ decisions about risk management, taking into account climatological and meteorological information. We consider a situation in which the farmer, as part of crop management, has available technology to protect the harvest from weather effects. This approach has been used by Murphy et al. (Mon. Weather Rev. 113:801–813, 1985), Katz and Murphy (J. Forecast. 9:75–86, 1990 and Economic Value of Weather and Climate Forecasts, pp. 183–217, Cambridge University Press, Cambridge, 1997) and others in the case when the farmer maximizes the expected returns. In our model, we introduce the attitude towards risk. Thus we can evaluate how the optimal decision is affected by the absolute risk aversion coefficient of Arrow and Pratt, and compute the economic value of the information in this context, while proposing a measure to estimate the amount of money that the farmer is willing to pay for this information in terms of the certainty equivalent.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Baquet AE, Halter AN, Conklin FS (1976) The value of frost forecasting: a Bayesian appraisal. Am J Agric Econ 58:511–520

    Article  Google Scholar 

  • Beniston M, Stephenson DB, Christensen OB, Ferro ChAT, Frei C, Goyette S, Halsnaes K, Holt T, Jylha K, Koffi B, Palutikof J, Schoell R, Semmler T, Woth K (2007) Future extreme events in European climate: an exploration of regional climate model projections. Clim Change 81:71–95

    Article  Google Scholar 

  • Clemen RT (1996) Making hard decisions: an introduction to decision analysis, 2nd edn. Duxbury, Belmont

    Google Scholar 

  • Gómez-Limón JA, Arriaza M, Riesgo L (2003) An MCDM analysis of agricultural risk aversion. Eur J Oper Res 151:569–585

    Article  Google Scholar 

  • IPCC (2007) Climate change 2007. Fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge

    Google Scholar 

  • Katz RW, Murphy AH (1990) Quality/value relationship for imperfect weather forecasts in a prototype multistage decision-making model. J Forecast 9:75–86

    Article  Google Scholar 

  • Katz RW, Murphy AH (1997) Forecast value: prototype decision-making models. In: Katz RW, Murphy AH (eds) Economic value of weather and climate forecasts. Cambridge University Press, Cambridge, pp 183–217

    Chapter  Google Scholar 

  • Keeney RL (1982) Decision analysis: an overview. Oper Res 30:803–838

    Article  Google Scholar 

  • Lazo JK, Raucher RS, Teisberg TJ, Weiher RF (2007) Primer on economics for national meteorological and hydrological services. US voluntary cooperation program contribution managed by the NWS international activities office and NCAR societal impacts program. National Center for Atmospheric Research, Boulder, Colorado, USA

  • Mas-Colell A, Whinston MD, Green JR (1995) Choice under uncertainty. Microeconomic theory. Oxford University Press, London, pp 167–197, Chap 6

    Google Scholar 

  • McNew KP, Mapp HP (1990) Sources and uses of weather information by Oklahoma farmers and ranchers. Okla Curr Farm Econ 63(2):15–30

    Google Scholar 

  • Meza FJ, Wilks DS, Rihab SJ, Stedingerc JR (2003) Value of perfect forecasts of sea surface temperature anomalies for selected rain-fed agricultural locations of Chile. Agric For Meteorol 116(3–4):7–135

    Google Scholar 

  • Murphy AH (1977) The value of climatological, categorical and probabilistic forecasts in the cost–loss ratio situation. Mon Weather Rev 105:803–816

    Article  Google Scholar 

  • Murphy AH, Katz RW, Winkler RL, Hsu W (1985) Repetitive decision making and the value of forecasts in the cost–loss ratio situation: a dynamic model. Month Weather Rev 113:801–813

    Article  Google Scholar 

  • Palacios-Huerta I, Serrano R (2006) Rejecting small gambles under expected utility. Econ Lett 91:250–259

    Article  Google Scholar 

  • Raskin R, Cochran MJ (1986) Interpretations and transformations of scale for the Pratt-Arrow absolute risk aversion coefficient: Implications for generalized stochastic dominance. West J Agric Econ 11(2):204–210

    Google Scholar 

  • Thompson JC (1952) On the operational deficiencies in categorical weather forecasts. Bull Am Meteorol Soc 33:223–226

    Google Scholar 

  • Thompson JC (1962) Economic gains from scientific advances and operational improvements in meteorological prediction. J Appl Meteorol 1:13–17

    Article  Google Scholar 

  • Thompson JC, Brier GW (1955) The economic utility of weather forecasts. Mon Weather Rev 83:249–254

    Article  Google Scholar 

  • Wilks DS (1997) Forecast value: prescriptive decision studies. In: Katz RW, Murphy AH (eds) Economic value of weather and climate forecasts. Cambridge University Press, Cambridge, pp 109–145

    Chapter  Google Scholar 

  • Wilks DS, Murphy AH (1985) On the value of seasonal precipitation forecasts in a haying/pasturing problem in western Oregon. Mon Weather Rev 113:1738–1745

    Article  Google Scholar 

  • Winkler RL, Murphy AH (1985) Decision analysis. In: Murphy AH, Katz RW (eds) Probability, statistics and decision making in the atmospheric sciences. Westview Press, Boulder, pp 493–524

    Google Scholar 

  • Winkler RL, Murphy AH, Katz RW (1983) The value of climate information: a decision-analytic approach. J Climatol 3:187–197

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Emilio Cerdá Tena.

Additional information

Previous version of this paper has been presented in the XIV Jornadas de Asepuma (Badajoz, 2006) and the 22nd European Conference on Operations Research (Prague, 2007). Financial support from the Spanish Ministry of Education (project SEJ2005-05085/ECON) is gratefully acknowledged. We are grateful to J.B. Readman for his linguistic revision of the text. Any error is our responsibility.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Cerdá Tena, E., Quiroga Gómez, S. Economic value of weather forecasting: the role of risk aversion. TOP 19, 130–149 (2011). https://doi.org/10.1007/s11750-009-0114-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11750-009-0114-3

Keywords

Mathematics Subject Classification (2000)

Navigation