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实验室中异常数据的处理:学生对删除和丢弃的看法

Handling Anomalous Data in the Lab: Students' Perspectives on Deleting and Discarding.

作者信息

Johansen Mikkel Willum, Christiansen Frederik Voetmann

机构信息

Department of Science Education, University of Copenhagen, Øster Voldgade 3, 1350, Copenhagen K, Denmark.

出版信息

Sci Eng Ethics. 2020 Apr;26(2):1107-1128. doi: 10.1007/s11948-020-00206-4. Epub 2020 Mar 12.

DOI:10.1007/s11948-020-00206-4
PMID:32166525
Abstract

This paper presents and discusses empirical results from a survey about the research practice of Danish chemistry students, with a main focus on the question of anomalous data. It seeks to investigate how such data is handled by students, with special attention to so-called 'questionable research practices' (QRPs) where anomalous data are simply deleted or discarded. This question of QRPs is of particular importance as the educational practices students experience may influence how they act in their future professional careers, for instance in research. The ethical evaluation of QRPs however is not univocal. In parts of the literature QRPs are seen as unquestionably bad, while in other parts of the literature certain QRPs are seen as a necessary aspect of scientific practice. Results from the survey of Danish chemistry students shows that many students engage in certain types of questionable practices, and that a large minority of the students have been actively encouraged by their teachers to engage in such practices. The paper discusses to what extent and under what circumstances such instructional practices can be defended and suggests how the instructional practice connected to the handling of anomalous data can be improved.

摘要

本文展示并讨论了一项关于丹麦化学专业学生研究实践的调查的实证结果,主要聚焦于异常数据问题。它旨在调查学生如何处理此类数据,特别关注所谓的“可疑研究行为”(QRPs),即在这些行为中异常数据被简单地删除或丢弃。QRPs这个问题尤为重要,因为学生所经历的教育实践可能会影响他们未来职业生涯中的行为方式,例如在研究中。然而,对QRPs的伦理评估并非是明确的。在部分文献中,QRPs被视为毫无疑问是不好的,而在其他文献部分中,某些QRPs被视为科学实践的一个必要方面。对丹麦化学专业学生的调查结果表明,许多学生参与了某些类型的可疑行为,并且很大一部分学生受到他们老师的积极鼓励去参与此类行为。本文讨论了在何种程度以及在何种情况下这种教学实践可以得到辩护,并提出了如何改进与异常数据处理相关的教学实践。

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引用本文的文献

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本文引用的文献

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Changing the Engineering Student Culture with Respect to Academic Integrity and Ethics.改变工科学生在学术诚信和道德方面的文化。
Sci Eng Ethics. 2017 Aug;23(4):1159-1182. doi: 10.1007/s11948-016-9823-9. Epub 2016 Nov 9.
2
Assessing Freshman Engineering Students' Understanding of Ethical Behavior.评估大一工科学生对道德行为的理解。
Sci Eng Ethics. 2017 Feb;23(1):287-304. doi: 10.1007/s11948-016-9749-2. Epub 2016 Jan 16.
3
Strategies for Teaching Professional Ethics to IT Engineering Degree Students and Evaluating the Result.
向信息技术工程专业学位学生传授职业道德并评估结果的策略。
Sci Eng Ethics. 2017 Feb;23(1):263-286. doi: 10.1007/s11948-015-9746-x. Epub 2016 Jan 5.
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Measuring the prevalence of questionable research practices with incentives for truth telling.用真话激励法来衡量可疑研究行为的发生率。
Psychol Sci. 2012 May 1;23(5):524-32. doi: 10.1177/0956797611430953. Epub 2012 Apr 16.
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A Sensemaking Approach to Ethics Training for Scientists: Preliminary Evidence of Training Effectiveness.一种针对科学家的伦理培训的意义建构方法:培训效果的初步证据。
Ethics Behav. 2008 Oct 1;18(4):315-339. doi: 10.1080/10508420802487815.
6
How many scientists fabricate and falsify research? A systematic review and meta-analysis of survey data.有多少科学家伪造和篡改研究数据?对调查数据的系统评价和荟萃分析。
PLoS One. 2009 May 29;4(5):e5738. doi: 10.1371/journal.pone.0005738.
7
Normal Misbehavior: Scientists Talk about the Ethics of Research.正常的不当行为:科学家们谈论研究伦理
J Empir Res Hum Res Ethics. 2006 Mar;1(1):43-50. doi: 10.1525/jer.2006.1.1.43.
8
Fostering integrity in research: definitions, current knowledge, and future directions.培养研究中的诚信:定义、现有知识及未来方向。
Sci Eng Ethics. 2006 Jan;12(1):53-74. doi: 10.1007/pl00022268.
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Scientists behaving badly.行为不端的科学家。
Nature. 2005 Jun 9;435(7043):737-8. doi: 10.1038/435737a.
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Does academic dishonesty relate to unethical behavior in professional practice? An exploratory study.学术不诚实与专业实践中的不道德行为有关吗?一项探索性研究。
Sci Eng Ethics. 2004 Apr;10(2):311-24. doi: 10.1007/s11948-004-0027-3.