Teaching Constructive Replications in the Behavioral and Social Sciences Using Quantitative Data

Pub Date : 2023-12-20 DOI:10.1177/00986283231219503
Gerrit Bauer, Nate Breznau, Johanna Gereke, Jan H. Höffler, Nicole Janz, R. Rahal, Joachim K. Rennstich, Hannah Soiné
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Abstract

The replication crisis in the behavioral and social sciences spawned a credibility revolution, calling for new open science research practices that ensure greater transparency, including preregistrations, open data and code, and open access. Replications of published research are an important element in this revolution as part of the self-correcting process of scientific knowledge production; however, the teaching value of replications is still underutilized thus far. Pedagogical knowledge points to the value of replication as critical to the scientific method of test and retest. Psychology has already begun mass efforts to reproduce previous experiments. Yet, we have very few examples of how analytical and reanalysis replications, after the data come in, contribute to the reproducibility crisis and can be integrated into undergraduate and graduate courses. Replications with quantitative data can be a pedagogical tool for improving student research method skills and introducing them to best research practices via learning-by-doing. This article aims to start filling this gap by offering guidance to instructors in designing and teaching replications for students at various levels and disciplines in the social and behavioral sciences, including a supplementary teaching companion.
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利用定量数据在行为和社会科学领域开展建设性复制教学
行为科学和社会科学领域的复制危机催生了一场信誉革命,呼吁采取新的开放式科学研究做法,以确保更大的透明度,包括预先注册、开放数据和代码以及开放获取。作为科学知识生产的自我修正过程的一部分,已发表研究成果的复制品是这场革命的重要元素;然而,迄今为止,复制品的教学价值仍未得到充分利用。教学知识表明,复制的价值对于测试和再测试的科学方法至关重要。心理学已经开始大规模复制以前的实验。然而,我们却很少有实例能说明,在获得数据后,分析性复制和再分析性复制如何有助于应对可重复性危机,并将其纳入本科生和研究生课程。利用定量数据进行复制可以作为一种教学工具,提高学生的研究方法技能,并通过边做边学的方式向他们介绍最佳研究实践。本文旨在填补这一空白,为社会科学和行为科学不同年级和学科的教师提供设计和教授复制的指导,包括一个辅助教学工具。
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