What the study found
The study found that field situational heuristics in online emergencies are significantly and positively associated with audience cognitive bias. It also found that adaptive expectations and implicit attributions help mediate this relationship.
Why the authors say this matters
The authors conclude that the findings offer theoretical insights for improving online public opinion governance and enhancing audience media literacy. The study suggests that understanding how situational heuristics shape cognitive outcomes may help manage information dissemination during online emergencies.
What the researchers tested
The researchers combined field theory and heuristic information processing theory to build a framework. They used anchoring heuristics, representativeness heuristics, and availability heuristics as independent variables, cognitive bias as the dependent variable, and adaptive expectations and implicit attributions as mediators, then collected questionnaire data and analyzed it with structural equation modeling using AMOS 22.0.
What worked and what didn't
Anchoring heuristics, representativeness heuristics, and availability heuristics all showed significantly positive influences on cognitive bias through adaptive expectations and implicit attributions. Among the three, representativeness heuristics had the largest effect, followed by availability heuristics and then anchoring heuristics. The study also reports significant demographic differences in the effect of contextual heuristics on cognitive bias both between and within groups.
What to keep in mind
The abstract does not describe detailed limitations beyond the use of questionnaire data and a modeled framework. The findings are presented for online emergencies and may be specific to that context.
Key points
- Anchoring, representativeness, and availability heuristics were each positively associated with cognitive bias in online emergencies.
- Adaptive expectations and implicit attributions mediated the relationship between heuristics and cognitive bias.
- Representativeness heuristics had the strongest reported effect, followed by availability heuristics and anchoring heuristics.
- The effect of contextual heuristics on cognitive bias differed significantly across demographic groups.
- The researchers used questionnaires and structural equation modeling with AMOS 22.0.
Disclosure
- Research title:
- Contextual heuristics are linked to cognitive bias in online emergencies
- Authors:
- Liu Peng, Chao Yang, Jin Gao
- Institutions:
- Bengbu Medical College, Ocean University of China, Ocean University of China
- Publication date:
- 2026-02-24
- OpenAlex record:
- View
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