The Distinct Roles of Anger and Hope in PFAS Risk Processing: Integrating Mixed Emotional Appeals and Efficacy Information into the EPPM

ABSTRACT Guided by the Extended Parallel Process Model (EPPM), this study examines the distinct persuasive mechanisms of mixed emotional appeals and efficacy information in the context of environmental risk communication (per‐ and polyfluoroalkyl substances, PFAS). Results of a 3 (emotional appeals: fear/fear + anger/fear + hope) × 2 (efficacy information: low/high) between‐subjects experiment ( N = 405) in China revealed that adding anger to fear appeals significantly increased perceived threat, whereas adding hope enhanced perceived self‐efficacy. Although providing high‐efficacy information enhanced perceived efficacy, it led to a minor reduction in perceived threat. Notably, the interaction analyses showed that high‐efficacy information increased response efficacy most strongly in the fear + anger condition. In contrast, fear + hope appeals enhanced self‐efficacy even when efficacy information was low. Furthermore, only perceived threat and response efficacy emerged as significant predictors of preventive behaviors. Theoretical implications for expanding the EPPM to include mixed emotions and practical implications for designing PFAS risk messages are discussed.

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Publication Details

Journal
Risk Analysis
Published
2026-10-07
DOI
https://doi.org/10.1111/risa.70380
Primary Topic
Risk Perception and Management
Type
article
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article

The Distinct Roles of Anger and Hope in PFAS Risk Processing: Integrating Mixed Emotional Appeals and Efficacy Information into the EPPM

Yuan Zhong, Hongjiang Li
Risk Analysis
Risk Perception and Management
article

The Distinct Roles of Anger and Hope in PFAS Risk Processing: Integrating Mixed Emotional Appeals and Efficacy Information into the EPPM

Yuan Zhong, Hongjiang Li
article en

Abstract

ABSTRACT Guided by the Extended Parallel Process Model (EPPM), this study examines the distinct persuasive mechanisms of mixed emotional appeals and efficacy information in the context of environmental risk communication (per‐ and polyfluoroalkyl substances, PFAS). Results of a 3 (emotional appeals: fear/fear + anger/fear + hope) × 2 (efficacy information: low/high) between‐subjects experiment ( N = 405) in China revealed that adding anger to fear appeals significantly increased perceived threat, whereas adding hope enhanced perceived self‐efficacy. Although providing high‐efficacy information enhanced perceived efficacy, it led to a minor reduction in perceived threat. Notably, the interaction analyses showed that high‐efficacy information increased response efficacy most strongly in the fear + anger condition. In contrast, fear + hope appeals enhanced self‐efficacy even when efficacy information was low. Furthermore, only perceived threat and response efficacy emerged as significant predictors of preventive behaviors. Theoretical implications for expanding the EPPM to include mixed emotions and practical implications for designing PFAS risk messages are discussed.

Risk AnalysisVol. 46(11)
Shanghai Jiao Tong University (CN), Chengdu University (CN)
Openalex Percentile: Top 5%
Risk Perception and Management
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The Distinct Roles of Anger and Hope in PFAS Risk Processing: Integrating Mixed Emotional Appeals and Efficacy Information into the EPPM — Yuan Zhong, Hongjiang Li · Risk Analysis (2026) | TGRS Research Map | TGRS