设计科学研究中的可靠性

IF 6.5 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE
Veda C. Storey, Richard L. Baskerville, Mala Kaul
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引用次数: 0

摘要

可靠性指的是某物是否按其应有的方式运行,它被广泛认为是任何科学研究的重要组成部分,在自然科学中有公认的评估方法。信度是效度的前提,效度是对知识生产的评价。设计科学研究的独特之处在于它产生了一个人工制品,并对设计知识库做出了贡献,并且具有设计和科学的双重性。因此,应该重新考虑可靠性,以解决这类信息系统研究的假设。本文提出了一个设计科学可靠性框架。该框架确定了设计科学研究中应该被评估的部分(人工制品、方法、测量和设计知识)。它还通过区分共时性评估和历时性评估来考虑在项目进展中何时应该评估可靠性。该框架用于派生出一组用于建立可靠性的技术,这些技术可以在评估过程中应用于项目的知识生产及其工件。该框架的应用应有助于设计科学研究人员考虑如何评估他们的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reliability in design science research

Reliability, which is concerned with whether something performs as it should, is well-accepted as an important part of any scientific research, with recognised methods for assessing it in the natural sciences. Reliability is a prerequisite for validity, which assesses knowledge production. Design science research is unique in that it produces an artefact and makes contributions to a design knowledge base and is tasked with the duality of design and science. Therefore, reliability should be reconsidered to address the assumptions underlying this type of information systems research.

This paper proposes a Design Science Reliability Framework. The framework identifies the part of design science research that should be evaluated (artefact, methods, measures and design knowledge). It also considers when reliability should be assessed as a project progresses by differentiating synchronic versus diachronic evaluation. The framework is used to derive a set of techniques for establishing reliability that can be applied during the evaluation process to both a project's knowledge production and its artefacts. Application of the framework should assist design science researchers when considering how to assess their results.

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来源期刊
Information Systems Journal
Information Systems Journal INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
14.60
自引率
7.80%
发文量
44
期刊介绍: The Information Systems Journal (ISJ) is an international journal promoting the study of, and interest in, information systems. Articles are welcome on research, practice, experience, current issues and debates. The ISJ encourages submissions that reflect the wide and interdisciplinary nature of the subject and articles that integrate technological disciplines with social, contextual and management issues, based on research using appropriate research methods.The ISJ has particularly built its reputation by publishing qualitative research and it continues to welcome such papers. Quantitative research papers are also welcome but they need to emphasise the context of the research and the theoretical and practical implications of their findings.The ISJ does not publish purely technical papers.
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