ArticleHealth research policy and systems2025
Convergence and diversity: how collective risk perception shapes public compliance behaviour - a case study of China's Covid-19 response.
Article in Health research policy and systems, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
This study investigates the influence of collective risk perception on public compliance behaviour, aiming to elucidate why cities exhibit significant disparities in pandemic response effectiveness and compliance levels despite implementing similar containment policies. Drawing on the perspectives of power and knowledge, we first construct an explanatory framework for collective risk perception, and employ the most similar systems design (MSSD) to examine the contrasting Covid-19 responses in Wuhan and Shanghai, China. The findings indicate that during the early stages of the Wuhan outbreak, collective risk perception exhibited a high degree of convergence, shaped by unknow knowledge, stringent government interventions, pessimistic expert evaluations, negative societal opinions and the alarming global pandemic trajectory, thereby fostering strong public compliance. Conversely, during the Shanghai outbreak, collective risk perception became highly diversified owing to the proliferation of scientific knowledge, divergence in expert opinions, dramatic shifts in government containment strategies, polarization of social opinion and the availability of alternative international response models, collectively undermining public consensus on governmental measures and attenuating compliance. On the basis of these insights, this study develops a theoretical framework delineating the interaction between collective risk perception and public compliance behaviour, positing that the degree of convergence or diversity in collective risk perception serves as a critical determinant of compliance levels. A convergent risk perception fosters high compliance, whereas a diversified perception engenders behavioural inconsistencies and lower adherence. By advancing the understanding of risk perception dynamics in public crisis governance, this study offers policy implications for future public health emergencies, emphasizing the necessity for governments to strategically construct collective risk perception through continuous and transparent crisis communication, coordinating expert consensus and guiding social discourse to enhance public adherence and optimize crisis governance outcomes.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.