Eliciting risk preference in the field: Do methods and real incentives matter?

In economics, risk preferences are key elements of individual decision-making, and several methods are used to elicit them. We examine whether and to what extent risk elicitation methods and incentives matter when eliciting risk preferences in a lab-in-the-field experimental setting. First, considering results from three different incentivized risk elicitation methods, we compare preferences elicited using a single choice and those elicited from multiple decisions between structured pairs of lotteries. Second, using a multiple price listing (MPL) method with incentivized and hypothetical experimental settings, we examine if risk choice behavior in these two settings differs significantly or not. Third, we investigate (in)consistencies in risk preferences between experimental and survey measures. To investigate the above aspects, we conducted field experiments and surveys with 500 smallholder peri-urban farmers in Ethiopia. Findings suggest that different elicitation methods provide significantly different risk measures, though estimates are correlated across elicitation methods. Our results also indicate that there is a significant association between risk attitude behavior in incentivized and non-incentivized settings, implying that hypothetical experiments can also provide valid risk measures. Findings also reveal inconsistencies in risk preferences between experimental and survey measures, and such inconsistencies are partially explained by gender, interaction of gender and education, and trust. Opposite to our hypothesis, education alone does not explain inconsistencies between experimental and survey measures.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-02-10
DOI
https://doi.org/10.5281/zenodo.14847278
Primary Topic
Pain Mechanisms and Treatments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Eliciting risk preference in the field: Do methods and real incentives matter?

Zenodo (CERN European Organization for Nuclear Research)
Pain Mechanisms and Treatments
article

Eliciting risk preference in the field: Do methods and real incentives matter?

article en

Abstract

In economics, risk preferences are key elements of individual decision-making, and several methods are used to elicit them. We examine whether and to what extent risk elicitation methods and incentives matter when eliciting risk preferences in a lab-in-the-field experimental setting. First, considering results from three different incentivized risk elicitation methods, we compare preferences elicited using a single choice and those elicited from multiple decisions between structured pairs of lotteries. Second, using a multiple price listing (MPL) method with incentivized and hypothetical experimental settings, we examine if risk choice behavior in these two settings differs significantly or not. Third, we investigate (in)consistencies in risk preferences between experimental and survey measures. To investigate the above aspects, we conducted field experiments and surveys with 500 smallholder peri-urban farmers in Ethiopia. Findings suggest that different elicitation methods provide significantly different risk measures, though estimates are correlated across elicitation methods. Our results also indicate that there is a significant association between risk attitude behavior in incentivized and non-incentivized settings, implying that hypothetical experiments can also provide valid risk measures. Findings also reveal inconsistencies in risk preferences between experimental and survey measures, and such inconsistencies are partially explained by gender, interaction of gender and education, and trust. Opposite to our hypothesis, education alone does not explain inconsistencies between experimental and survey measures.

Zenodo (CERN European Organization for Nuclear Research)
James Hutton Institute (GB), Aarhus University (DK), Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (FR), National Institute of Food and Agriculture (US), Mekelle University (ET), University of Bologna (IT)
Gender equality
Openalex Percentile: Top 46%
Pain Mechanisms and Treatments
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.

Eliciting risk preference in the field: Do methods and real incentives matter? · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS