提高大学生行为科学研究的再现性

B. Blaine
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引用次数: 1

摘要

再现性危机已经出现在心理学和其他行为科学中,促使人们努力确保研究结果的可信度和可复制性。尽管在新的出版参数和开放科学举措方面,专业层面正在进行改革,但本科生研究的可信度和可重复性值得关注。本科生的行为科学研究项目依赖于参与者的小样本,过度使用假设测试从数据中提取意义,以及参与不透明的统计计算,很容易产生不可重复的结果。对这些漏洞进行了审查,并提出了提高本科生行为科学研究可信度和可重复性的实用建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Toward Greater Reproducibility of Undergraduate Behavioral Science Research
Reproducibility crises have arisen in psychology and other behavioral sciences, spurring efforts to ensure research findings are credible and replicable. Although reforms are occurring at professional levels in terms of new publication parameters and open science initiatives, the credibility and reproducibility of undergraduate research deserves attention. Undergraduate behavioral science research projects that rely on small convenience samples of participants, overuse hypothesis testing for drawing meaning from data, and engage in opaque statistical computing are vulnerable to producing nonreproducible findings. These vulnerabilities are reviewed, and practical recommendations for improving the credibility and reproducibility of undergraduate behavioral science research are offered.
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