How Are Perceived Ambiguity and Risk Beliefs Related? Evidence From Longitudinal and Daily Diary Data

Ambiguity is widespread within health information. However, there remain important gaps in understanding how perceived ambiguity impacts health cognitions such as disease risk perceptions, a key precursor of health behavior engagement. Guided by theories concerning pessimistic appraisal and motivated reasoning, the present study investigated temporal relationships among perceived ambiguity and risk beliefs. Data on perceived ambiguity of COVID-19 information and risk beliefs (perceived likelihood, perceived severity, and worry) were collected across two participant panels (Panel 1: N = 548; Panel 2: N = 742) at baseline (Panel 1: March-April 2020; Panel 2: January-February 2021) and through a 10-day daily diary and a 1-year follow-up of each panel. Early in the pandemic, greater perceived ambiguity was concurrently associated with greater perceived likelihood and severity. One year later, the opposite relationship was found: greater perceived ambiguity was associated with lower perceived severity. In Panel 1, baseline perceived ambiguity was associated with lower perceived severity 1 year later; no lagged associations in Panel 2 were significant. Using both longitudinal and daily diary data, temporal relationships among perceived ambiguity and risk beliefs were generally not shown. However, across 2 years of a novel disease outbreak, the concurrent relationship between perceived ambiguity and risk beliefs changed from positive to negative, indicating both pessimistic appraisal and motivated reasoning. The findings suggest that how people respond to uncertain health information changes as a function of information novelty, highlighting a critical need to understand these relationships in an ever-evolving information landscape.

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Publication Details

Journal
Risk Analysis
Published
2026-05-17
DOI
https://doi.org/10.1111/risa.70259
Primary Topic
Health Literacy and Information Accessibility
Type
article
Field-Weighted Citation Impact
0.00

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article

How Are Perceived Ambiguity and Risk Beliefs Related? Evidence From Longitudinal and Daily Diary Data

Nicolle Simonovic, Clarissa A. Thompson, Karin G. Coifman, Ivy Cheng et al.
Risk Analysis
Health Literacy and Information Accessibility
article

How Are Perceived Ambiguity and Risk Beliefs Related? Evidence From Longitudinal and Daily Diary Data

Nicolle Simonovic, Clarissa A. Thompson, Karin G. Coifman, Ivy Cheng, Jennifer M. Taber, Charles J. Fitzsimmons, Jeremy L. Foust, Pooja G. Sidney
article en

Abstract

Ambiguity is widespread within health information. However, there remain important gaps in understanding how perceived ambiguity impacts health cognitions such as disease risk perceptions, a key precursor of health behavior engagement. Guided by theories concerning pessimistic appraisal and motivated reasoning, the present study investigated temporal relationships among perceived ambiguity and risk beliefs. Data on perceived ambiguity of COVID-19 information and risk beliefs (perceived likelihood, perceived severity, and worry) were collected across two participant panels (Panel 1: N = 548; Panel 2: N = 742) at baseline (Panel 1: March-April 2020; Panel 2: January-February 2021) and through a 10-day daily diary and a 1-year follow-up of each panel. Early in the pandemic, greater perceived ambiguity was concurrently associated with greater perceived likelihood and severity. One year later, the opposite relationship was found: greater perceived ambiguity was associated with lower perceived severity. In Panel 1, baseline perceived ambiguity was associated with lower perceived severity 1 year later; no lagged associations in Panel 2 were significant. Using both longitudinal and daily diary data, temporal relationships among perceived ambiguity and risk beliefs were generally not shown. However, across 2 years of a novel disease outbreak, the concurrent relationship between perceived ambiguity and risk beliefs changed from positive to negative, indicating both pessimistic appraisal and motivated reasoning. The findings suggest that how people respond to uncertain health information changes as a function of information novelty, highlighting a critical need to understand these relationships in an ever-evolving information landscape.

Risk AnalysisVol. 46(6)
University of North Florida (US), Ben-Gurion University of the Negev (IL), University of Kentucky (US), Kent State University (US), Converse College (US)
Institute of Education Sciences
Good health and well-being
Openalex Percentile: Top 4%
Health Literacy and Information Accessibility
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