| 来源类型 | Working Paper |
| 规范类型 | 报告 |
| DOI | 10.3386/w27250 |
| 来源ID | Working Paper 27250 |
| Research Registries: Facts, Myths, and Possible Improvements | |
| Eliot Abrams; Jonathan Libgober; John A. List | |
| 发表日期 | 2020-06-01 |
| 出版年 | 2020 |
| 语种 | 英语 |
| 摘要 | The past few decades have ushered in an experimental revolution in economics whereby scholars are now much more likely to generate their own data. While there are virtues associated with this movement, there are concomitant difficulties. Several scientific disciplines, including economics, have launched research registries in an effort to attenuate key inferential issues. This study assesses registries both empirically and theoretically, with a special focus on the AEA registry. We find that over 90% of randomized control trials (RCTs) in economics do not register, only 50% of the RCTs that register do so before the intervention begins, and the majority of these preregistrations are not detailed enough to significantly aid inference. Our empirical analysis further shows that using other scientific registries as aspirational examples is misguided, as their perceived success in tackling the main issues is largely a myth. In light of these facts, we advance a simple economic model to explore potential improvements. A key insight from the model is that removal of the (current) option to register completed RCTs could increase the fraction of trials that register. We also argue that linking IRB applications to registrations could further increase registry effectiveness. |
| 主题 | Other ; History of Economic Thought ; Econometrics ; Experimental Design |
| URL | https://www.nber.org/papers/w27250 |
| 来源智库 | National Bureau of Economic Research (United States) |
| 引用统计 | |
| 资源类型 | 智库出版物 |
| 条目标识符 | http://119.78.100.153/handle/2XGU8XDN/584921 |
| 推荐引用方式 GB/T 7714 | Eliot Abrams,Jonathan Libgober,John A. List. Research Registries: Facts, Myths, and Possible Improvements. 2020. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
| w27250.pdf（662KB） | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 | ||
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