探索行为公共政策研究中的开放科学实践
Maximilian Maier1, František Bartoš2, Nichola Raihani1
1Department of Experimental Psychology, University College London, London, UK.
Royal Society open science
|February 22, 2024
概括
推动单位的行为科学见解显示了潜在的报告偏见. 改进预分析计划和报告可以增强公共政策决策的证据.
科学领域:
- 行为经济学是一种行为经济学.
- 公共政策分析 公共政策分析
- 分析和报告偏差
背景情况:
- 选择架构,如Thaler & Sunstein (2009) 所提出的,是公共政策干预的基础.
- 推动单位,政府机构应用行为科学,成立以改善政策成果.
- 对有影响力的推动单位的证据进行了元分析,检查了报告偏见的证据.
研究的目的:
- 为了检测报告偏见,从主要的推动单位的证据进行元分析.
- 评价一个知名的推动单位的预分析计划的质量和充分性.
- 为预分析计划和报告提出改进建议,以减轻偏见.
主要方法:
- 使用统计技术在元分析中识别选择性报告.
- 评估科学办公室的公开预分析计划被仔细审查.
- 对分析计划和报告中的细节和清晰度进行了定性评估.
主要成果:
- 在元分析中发现了暗示选择性报道的证据.
- 虽然注意到了一些优秀的实践,但分析前的计划往往缺乏细节.
- 细节不足阻碍了对潜在的无意报告偏差的评估.
结论:
- 报告偏见可能会影响从推动单位干预中获得的证据基础.
- 提高预分析计划细节和报告透明度至关重要.
- 这些改进可以加强基于证据的政策制定证据的可靠性.
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