数字素养量表(DLS)的开发与验证及其对高等教育的启示

Hina Amin, Muhammad Abid Malik, Bulent Akkaya
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引用次数: 5

摘要

本研究旨在基于Chen(2015)的理论框架开发和验证数字素养量表(DLS),该量表包括九个维度:沟通、协作、批判性思维、创造力、公民身份、性格、策展、版权和连通性。基于数字素养的9个维度,以李克特式5分量表生成了一个由62个问题组成的问题池。问题池的内容效度是根据题目的清晰度、语言理解和相关性从专家那里寻求的。采用SPSS和AMOS进行统计分析。以349名大学生为样本,采用探索性因子分析对量表进行信度分析、结构验证和因子结构分析。EFA确认了九个维度;但是,在此过程中删除了一些项目。最后,采用第二样本(n=442)进行验证性因子分析,检验因子结构的信度和效度。经CFA检验,所有数值均在可接受范围内(Kaiser-Meyer-Olkin 0.886,总方差解释62.87%,Cronbach Alpha 0.894,拟合优度0.924)。因此,一个标准化的DLS由36个项目和9个因素(沟通、版权、批判性思维、性格、公民身份、策展、连通性、创造力和协作)组成。DLS是一种心理测量学上健全、可靠、有效的测量工具,可用于测量数字素养。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development and Validation of Digital Literacy Scale (DLS) and its Implication for Higher Education
The study aimes to develop and validate Digital Literacy Scale (DLS) based on Chen’s (2015) theoretical framework which includes nine dimensions: communication, collaboration, critical thinking, creativity, citizenship, character, curation, copyright, and connectedness. A question pool consisting of 62 items based on the nine dimensions of digital literacy was generated on a 5-point Likert-type scale. Content validity of the question pool was sought from experts in terms of clarity of items, language understanding, and relevance. SPSS and AMOS were used for statistical analysis. Using a sample of 349 university students, Exploratory Factor Analysis was employed for reliability analysis, construct validation, and factor structure of the scale. EFA confirms the nine dimensions; however, some items were deleted during this process. Finally, Confirmatory Factor Analysis was employed to check the reliability and validity of the factor structure by using a second sample (n=442). CFA showed that all the values were within the acceptable range (Kaiser-Meyer-Olkin 0.886, the total variance explained 62.87%, Cronbach Alpha 0.894, and the goodness of fit 0.924). Thus a standardized DLS consisting of 36 items and 9 factors (communication, copyright, critical thinking, character, citizenship, curation, connectedness, creativity, and collaboration) was finalized. DLS is a psychometrically sound, reliable, and valid measurement tool that can be used to measure digital literacy.
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