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利用调查实验预测试来支持未来的疫情应对。

Using survey experiment pretesting to support future pandemic response.

作者信息

Tappin Ben M, Hewitt Luke B

机构信息

London School of Economics, Houghton St, London WC2A 2AE, United Kingdom.

Department of Sociology, Stanford University, 450 Jane Stanford Way, Stanford, CA 94305, USA.

出版信息

PNAS Nexus. 2024 Oct 17;3(11):pgae469. doi: 10.1093/pnasnexus/pgae469. eCollection 2024 Nov.

Abstract

The world could witness another pandemic on the scale of COVID-19 in the future, prompting calls for research into how social and behavioral science can better contribute to pandemic response, especially regarding public engagement and communication. Here, we conduct a cost-effectiveness analysis of a familiar tool from social and behavioral science that could potentially increase the impact of public communication: survey experiments. Specifically, we analyze whether a public health campaign that pays for a survey experiment to pretest and choose between different messages for its public outreach has greater impact in expectation than an otherwise-identical campaign that does not. The main results of our analysis are 3-fold. First, we show that the benefit of such pretesting depends heavily on the values of several key parameters. Second, via simulations and an evidence review, we find that a campaign that allocates some of its budget to pretesting could plausibly increase its expected impact; that is, we estimate that pretesting is cost-effective. Third, we find pretesting has potentially powerful returns to scale; for well-resourced campaigns, we estimate pretesting is robustly cost-effective, a finding that emphasizes the benefit of public health campaigns sharing resources and findings. Our results suggest survey experiment pretesting could cost-effectively increase the impact of public health campaigns in a pandemic, have implications for practice, and establish a research agenda to advance knowledge in this space.

摘要

未来,世界可能会见证另一场规模如新冠疫情的大流行,这引发了人们对社会和行为科学如何能更好地为应对大流行做出贡献的研究呼吁,尤其是在公众参与和沟通方面。在此,我们对社会和行为科学中一种常见工具进行了成本效益分析,这种工具可能会增加公共传播的影响力:调查实验。具体而言,我们分析了一项为调查实验付费以进行预测试并在不同的公众宣传信息之间进行选择的公共卫生运动,其预期影响是否比不这样做的相同运动更大。我们分析的主要结果有三点。首先,我们表明这种预测试的益处很大程度上取决于几个关键参数的值。其次,通过模拟和证据审查,我们发现将部分预算分配用于预测试的运动有可能增加其预期影响;也就是说,我们估计预测试具有成本效益。第三,我们发现预测试具有潜在强大的规模收益;对于资源充足的运动,我们估计预测试具有强大的成本效益,这一发现强调了公共卫生运动共享资源和研究结果的益处。我们的结果表明,调查实验预测试可以成本效益高的方式增加大流行期间公共卫生运动的影响,对实践具有启示意义,并确立了推进该领域知识的研究议程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b28/11523628/d209fbd264c1/pgae469f1.jpg

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