Inferring Risk Perceptions and Preferences using Choice from Insurance Menus: Theory and Evidence

Johannes Spinnewijn, Philipp Kircher, Keith Ericson and Amanda Starc

No 10981, CEPR Discussion Papers from Centre for Economic Policy Research

Abstract: Demand for insurance can be driven by high risk aversion or high risk. We show how to separately identify risk preferences and risk types using only choices from menus of insurance plans. Our revealed preference approach does not rely on rational expectations, nor does it require access to claims data. We show what can be learned non-parametrically from variation in insurance plans, offered separately to random cross-sections or offered as part of the same menu to one cross-section. We prove that our approach allows for full identification in the textbook model with binary risks and extend our results to continuous risks. We illustrate our approach using the Massachusetts Health Insurance Exchange, where choices provide informative bounds on the type distributions, especially for risks, but do not allow us to reject homogeneity in preferences.

Keywords: Heterogeneity; Identification; Insurance (search for similar items in EconPapers)
JEL-codes: D81 D83 G22 (search for similar items in EconPapers)
Date: 2015-12
New Economics Papers: this item is included in nep-ias and nep-upt
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (12)

Downloads: (external link)
https://cepr.org/publications/DP10981 (application/pdf)

Related works:
Journal Article: Inferring Risk Perceptions and Preferences Using Choice from Insurance Menus: Theory and Evidence (2021)
Working Paper: Inferring risk perceptions and preferences using choice from insurance menus: theory and evidence (2020)
Working Paper: Inferring risk perceptions and preferences using choice from insurance menus: theory and evidence (2015)
Working Paper: Inferring Risk Perceptions and Preferences using Choice from Insurance Menus: Theory and Evidence (2015)
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:cpr:ceprdp:10981

Ordering information: This working paper can be ordered from
https://cepr.org/publications/DP10981

Access Statistics for this paper

More papers in CEPR Discussion Papers from Centre for Economic Policy Research 33 Great Sutton Street, London EC1V 0DX, UK.
Bibliographic data for series maintained by CEPR ().