公众舆论和调查方法研究需要接受预先登记和复制,例如团队未能在网格型问题中复制他们自己对视觉线索的发现

IF 1.9 3区 社会学 Q2 COMMUNICATION International Journal of Public Opinion Research Pub Date : 2023-01-31 DOI:10.1093/ijpor/edac040
Sebastian Lundmark, John Protzko, Marcus Weissenbilder
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引用次数: 0

摘要

调查研究人员非常注意以公正的方式衡量受访者的回答;但是,作为一个领域,我们在纠正研究中意外和有意的偏见方面有多成功?研究发现,通过实施预注册实践,可以提高从研究中得出的推论的有效性。尽管如此,在2020年发表在POQ和IJPOR上的83篇文章中,只有3篇明确阐述了预先注册的假设或分析。这份手稿旨在向调查方法学家展示预注册和复制(在可能的情况下)如何为调查方法的更广泛使命服务。为此,我们提供了一个实际的例子,说明在没有预先注册或复制的情况下,分析策略中的未知偏差如何扩大I型错误。在最初的数据收集中,我们的分析表明,电池类型问题的视觉布局显著降低了数据质量。但是,在承诺复制和预注册假设和分析计划后,尽管程序、样本提供者和分析保持一致,但没有一个结果成功复制。这份手稿说明了从长远来看,预注册和复制实践可能有助于减轻后续出版物中依赖I类错误的学术文献的负担。
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The need for public opinion and survey methodology research to embrace preregistration and replication, exemplified by a team’s failure to replicate their own findings on visual cues in grid-type questions
Survey researchers take great care to measure respondents’ answers in an unbiased way; but, how successful are we as a field at remedying unintended and intended biases in our research? The validity of inferences drawn from studies has been found to be improved by the implementation of preregistration practices. Despite this, only 3 of the 83 published articles in POQ and IJPOR in 2020 feature explicitly stated preregistered hypotheses or analyses. This manuscript aims to show survey methodologists how preregistration and replication (where possible) are in service to the broader mission of survey methodology. To that end, we present a practical example of how unknown biases in analysis strategies without preregistration or replication inflate type I errors. In an initial data collection, our analysis showed that the visual layout of battery-type questions significantly decreased data quality. But after committing to replicating and preregistering the hypotheses and analysis plans, none of the results replicated successfully, despite keeping the procedure, sample provider, and analyses identical. This manuscript illustrates how preregistration and replication practices might, in the long term, likely help unburden the academic literature from follow-up publications relying on type I errors.
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来源期刊
CiteScore
3.10
自引率
11.10%
发文量
23
期刊介绍: The International Journal of Public Opinion Research welcomes manuscripts that describe: - studies of public opinion that contribute to theory development and testing about political, social and current issues, particularly those that involve comparative analysis; - the role of public opinion polls in political decision making, the development of public policies, electoral behavior, and mass communications; - evaluations of and improvements in the methodology of public opinion surveys.
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