Primary Source 主要资讯来源
- COS: Jolene Esposito, Sara Bowman
- Cardiff University: Chris Chambers
Sau-Chin Chen Associate professor, Department of Human Development and Psychology Tzu-Chi University
Center for Open Science, Ambassador Psychological Science Accelerator, Fellow, Assistant Director scchen.com
Source: Chris Chambers, Cardiff U.
Hypothesis | Design | Collection | Analysis | Reporting |
---|---|---|---|---|
Vague hypotheses Effect sizes of interest |
Multiple IVs Multiple DVs Measuring many vars Multiple exclusion vars (i.e., manipulation checks) Sample size planning (power analysis) |
Blinding Random assignment Dropping participants Optional stopping |
Missing data handling Data pre-processing Dealing with stat. assumption violation Outlier handling Selecting DVs Selecting IVs Selecting covariates Selecting statistical models Selecting inference criteria |
Selective outcome reporting Selective reporting of studies HARKing |
Source: Cassandra Brandes, Northwestern U.
Source: Fanelli(2010)
Source: Fanelli(2012)
Source: Smaldino and McElreath (2016)
A time-stamped document describing the details of the planned study. 含日期戳记,描述研究计划细节的文件。(Julia Rohrer osf.io/e4fja)
A document that states the plans for a study prior to its completion. 研究完成前宣告计划细节的文件。(Cassandra Brandes osf.io/h867e/)
Source: Pu, Zhu, Kay, and Conrad (2019)
Tracking Registered Report Journals注册报告期刊讯息更新
Source: Pu, Zhu, Kay, and Conrad (2019)
Source: Pu, Zhu, Kay, and Conrad (2019)
Chen et al.(2018, preprint) | Chen et al.(2019, preprint) |
---|---|
大型物体的方向效应高于小型物件的方向效应 | 任何英语系国家实验室都能重现物件方向效应 |
物体方向效应与心像旋转无关 | 语法特性与心像旋转无关 |
方向效应效应量 d = 0.1 | 方向效应效应量 d = 0.1 |
Chen et al.(2018, preprint) | Chen et al.(2019, preprint) |
---|---|
运用荟萃分析及混合线性模型分析语言之间差异 | 运用混合线性模型分析动词变化与方向效应的关联性 |
Design | Collection | Analysis | Reporting |
---|---|---|---|
Define IVs Define DVs Define mediators Rules for excluding variables Reasonable sample size plan |
Reproducible randomization Criterion for dropping participants Using sequential analysis |
Plan to handle missing data Plan to handle outlier Generate the codebook since pilot Backups for stat. assumption violation Setup the model for selecting variables Preregister the analytic code if possible |
Use preregistered plan being your writing guide Distinguish confirmation and exploration |
Source: Cassandra Brandes, Northwestern U.
Source: Cassandra Brandes, Northwestern U.
Working 1 hours | 作业约1小时:设定假设与探索方向 |
---|---|
Lunch 1.5 hours | 午饭休息 |
Mid-Term Lightning Talk: 15 minutes | 上午作业闪电报告 |
Working 1 ~ 2 hour | 作业约2小时:设定分析方法及判断标准 |
Final Report: 30 minutes | 结案报告 |
Ending | 结束讨论交流 |