Risk aversion in the value of information analysis: application to lake management

Abstract We analyze the relationship between the value of information (VOI) and the decision-maker’s risk aversion in the lake monitoring where one needs to decide about whether to implement costly management actions or not. We calculate the value of perfect as well as imperfect information for risk neutral and risk averse decision-makers. The risk aversion is measured using the certain equivalent and the Arrow-Pratt risk aversion measures, which are defined using the derivatives of the utility function. We consider two utility functions for a risk averse decision-maker, an exponential utility and a power utility function, and demonstrate their use with lake management data from Finland. The results show that, in this context, a risk averse decision-maker’s VOI may be lower or higher than a risk neutral decision-maker’s VOI, depending on the prior probability of the lake being in the need of management actions and the cost of the actions. The risk aversion seems to have a clear impact on decisions. This may encourage the decision-makers to contemplate their risk preferences instead of hastily assuming the risk neutrality.

Authors

Institutions

Publication Details

Journal
Stochastic Environmental Research and Risk Assessment
Published
2025-04-07
DOI
https://doi.org/10.1007/s00477-025-02970-w
Primary Topic
Economic and Environmental Valuation
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Risk aversion in the value of information analysis: application to lake management

Juha Karvanen, Vilja Koski
Stochastic Environmental Research and Risk Assessment
Economic and Environmental Valuation
article

Risk aversion in the value of information analysis: application to lake management

Juha Karvanen, Vilja Koski
article en

Abstract

Abstract We analyze the relationship between the value of information (VOI) and the decision-maker’s risk aversion in the lake monitoring where one needs to decide about whether to implement costly management actions or not. We calculate the value of perfect as well as imperfect information for risk neutral and risk averse decision-makers. The risk aversion is measured using the certain equivalent and the Arrow-Pratt risk aversion measures, which are defined using the derivatives of the utility function. We consider two utility functions for a risk averse decision-maker, an exponential utility and a power utility function, and demonstrate their use with lake management data from Finland. The results show that, in this context, a risk averse decision-maker’s VOI may be lower or higher than a risk neutral decision-maker’s VOI, depending on the prior probability of the lake being in the need of management actions and the cost of the actions. The risk aversion seems to have a clear impact on decisions. This may encourage the decision-makers to contemplate their risk preferences instead of hastily assuming the risk neutrality.

Stochastic Environmental Research and Risk AssessmentVol. 39(6)
University of Jyväskylä (FI)
Jyväskylän Yliopisto, Koneen Säätiö
Openalex Percentile: Top 90%
Economic and Environmental Valuation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.