Suppr超能文献

注册前协调数据分析的挑战与机遇:教程与模板。

Challenges and opportunities in preregistration of coordinated data analysis: A tutorial and template.

机构信息

Department of Medical Social Sciences.

出版信息

Psychol Aging. 2022 Feb;37(1):136-140. doi: 10.1037/pag0000611. Epub 2021 May 20.

Abstract

The credibility revolution in social science has led to the recommendation and adoption of practices to increase the replicability of scientific findings. Many of the recommended practices, such as replication and preregistration, present unique challenges for aging research given its reliance on long-term longitudinal data. In this tutorial, we propose preregistered coordinated data analysis as a promising approach that involves both replication and preregistration, but that overcomes the aforementioned challenges by using existing data. We discuss the benefits of preregistering coordinated data analysis and provide an add-on template to be used in conjunction with existing preregistration templates for preregistering coordinated data analysis. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

摘要

社会科学中的可信度革命促使人们推荐和采用各种实践方法来提高科学发现的可重复性。鉴于老龄化研究依赖于长期纵向数据,许多推荐的实践方法(如复制和预先注册)都给该研究带来了独特的挑战。在本教程中,我们提出了预先注册的协调数据分析作为一种很有前途的方法,该方法既涉及复制,也涉及预先注册,但通过使用现有数据克服了上述挑战。我们讨论了预先注册协调数据分析的好处,并提供了一个附加模板,可与现有的预先注册模板一起用于预先注册协调数据分析。

相似文献

1
Challenges and opportunities in preregistration of coordinated data analysis: A tutorial and template.
Psychol Aging. 2022 Feb;37(1):136-140. doi: 10.1037/pag0000611. Epub 2021 May 20.
3
Extensions of open science for applied behavior analysis: Preregistration for single-case experimental designs.
J Appl Behav Anal. 2024;57(4):808-820. doi: 10.1002/jaba.2909. Epub 2024 Aug 14.
4
Facilitating open science practices for research syntheses: PreregRS guides preregistration.
Res Synth Methods. 2022 Mar;13(2):284-289. doi: 10.1002/jrsm.1540. Epub 2022 Feb 2.
5
Preregistration in diverse contexts: a preregistration template for the application of cognitive models.
R Soc Open Sci. 2021 Oct 13;8(10):210155. doi: 10.1098/rsos.210155. eCollection 2021 Oct.
7
A template and tutorial for preregistering studies using passive smartphone measures.
Behav Res Methods. 2024 Dec;56(8):8289-8307. doi: 10.3758/s13428-024-02474-5. Epub 2024 Aug 7.
8
Preregistering qualitative research.
Account Res. 2019 Apr;26(3):229-244. doi: 10.1080/08989621.2019.1580147. Epub 2019 Mar 1.
9
Coordinated data analysis: Knowledge accumulation in lifespan developmental psychology.
Psychol Aging. 2022 Feb;37(1):125-135. doi: 10.1037/pag0000612. Epub 2021 May 24.
10
Improving evidence-based practice through preregistration of applied research: Barriers and recommendations.
Account Res. 2023 Feb;30(2):88-108. doi: 10.1080/08989621.2021.1969233. Epub 2021 Aug 31.

引用本文的文献

2
Do We Become More Lonely With Age? A Coordinated Data Analysis of Nine Longitudinal Studies.
Psychol Sci. 2024 Jun;35(6):579-596. doi: 10.1177/09567976241242037. Epub 2024 Apr 30.
3
Personality and Risk of Arthritis in Six Longitudinal Samples.
J Gerontol B Psychol Sci Soc Sci. 2024 Jun 1;79(6). doi: 10.1093/geronb/gbae051.
4
Coordinated data analysis: Knowledge accumulation in lifespan developmental psychology.
Psychol Aging. 2022 Feb;37(1):125-135. doi: 10.1037/pag0000612. Epub 2021 May 24.

本文引用的文献

1
Coordinated data analysis: Knowledge accumulation in lifespan developmental psychology.
Psychol Aging. 2022 Feb;37(1):125-135. doi: 10.1037/pag0000612. Epub 2021 May 24.
2
Recommendations for Increasing the Transparency of Analysis of Preexisting Data Sets.
Adv Methods Pract Psychol Sci. 2019 Sep;2(3):214-227. doi: 10.1177/2515245919848684. Epub 2019 Jun 11.
3
Preregistration Is Hard, And Worthwhile.
Trends Cogn Sci. 2019 Oct;23(10):815-818. doi: 10.1016/j.tics.2019.07.009. Epub 2019 Aug 14.
4
Implications of the Credibility Revolution for Productivity, Creativity, and Progress.
Perspect Psychol Sci. 2018 Jul;13(4):411-417. doi: 10.1177/1745691617751884.
5
Degrees of Freedom in Planning, Running, Analyzing, and Reporting Psychological Studies: A Checklist to Avoid -Hacking.
Front Psychol. 2016 Nov 25;7:1832. doi: 10.3389/fpsyg.2016.01832. eCollection 2016.
6
An SEM approach to continuous time modeling of panel data: relating authoritarianism and anomia.
Psychol Methods. 2012 Jun;17(2):176-92. doi: 10.1037/a0027543. Epub 2012 Apr 9.
8
HARKing: hypothesizing after the results are known.
Pers Soc Psychol Rev. 1998;2(3):196-217. doi: 10.1207/s15327957pspr0203_4.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验