Examining measurement invariance of an ICT literacy self-efficacy scale across gender: a comparative study

IF 1.8 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Performance Measurement and Metrics Pub Date : 2023-09-08 DOI:10.1108/pmm-03-2021-0014
M. Al-Nuaimi
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Abstract

PurposeDespite the ever-increasing importance of cultivating information, communication and technology literacy skills among college students, they have yet to be related to comprehensive measuring instruments. A glance at the empirical literature reveals that most pertinent scales have been confined to measuring Internet literacy skills, whereas educators in the 21st century advocate an inclusive conceptualization of ICT literacy. Such a comprehensive conceptualization embodies technical, critical, cognitive and emotional competencies. Additionally, more empirical evidence is needed to indicate gaps in testing measurement invariance of ICT literacy scales across genders or cultures. To that end, the current study aims to adapt and cross-validate an ICT literacy self-efficacy scale across gender by testing the measurement invariance using a multiple-sampling confirmatory factor analysis (MCFA). Furthermore, the current study aims to verify the ICT literacy self-efficacy scale's psychometric properties to establish its construct validity and understand the scale's underlying factorial structure.Design/methodology/approachThe current study has administered the scale to a cross-sectional sample of 3560 undergraduate students enrolled in six universities in the Sultanate of Oman.FindingsThe results have revealed that the ICT literacy self-efficacy exhibits satisfactory indices of construct validity. On the other hand, the results of MCFA demonstrate that the differences in the goodness of fit indices between the nested models and the baseline model were below the cut-off criterion of 0.01, indicating invariance. Therefore, the scale has proved to be amenable for comparing genders on their ICT literacy self-efficacy using an one-way multivariate analysis of variance.Originality/valueThe study has several implications for research and pedagogical practices. The study provides empirical evidence for establishing ICT literacy self-efficacy as a distinct high-domain construct of task-specific self-efficacy beliefs.
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检验ICT素养自我效能量表的测量不变性:一项跨性别的比较研究
目的尽管培养大学生的信息、沟通和技术素养越来越重要,但它们还没有与综合测量仪器联系起来。浏览一下实证文献就会发现,最相关的量表仅限于衡量互联网扫盲技能,而21世纪的教育工作者则主张对信息和通信技术扫盲进行包容性的概念化。这种全面的概念化体现了技术能力、批判性能力、认知能力和情感能力。此外,还需要更多的经验证据来表明在测试不同性别或文化的信息和通信技术素养量表的测量不变性方面存在差距。为此,本研究旨在通过使用多抽样验证性因素分析(MCFA)测试测量不变性,调整和交叉验证跨性别的ICT素养自我效能量表。此外,本研究旨在验证ICT素养自我效能量表的心理测量特性,以建立其结构有效性,并了解量表的潜在因子结构。设计/方法/方法本研究对阿曼苏丹国六所大学的3560名本科生进行了横断面抽样。研究结果表明,信息通信技术素养自我效能表现出令人满意的结构有效性指标。另一方面,MCFA的结果表明,嵌套模型和基线模型之间的拟合优度指数的差异低于0.01的临界标准,表明不变性。因此,该量表已被证明适用于使用单向多变量方差分析来比较性别的ICT素养自我效能感。原创性/价值这项研究对研究和教学实践有几点启示。该研究为将信息通信技术素养自我效能感确立为任务特定自我效能信念的一个独特的高领域结构提供了经验证据。
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来源期刊
Performance Measurement and Metrics
Performance Measurement and Metrics INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
2.20
自引率
0.00%
发文量
1
期刊介绍: ■Quantitative and qualitative analysis ■Benchmarking ■The measurement and role of information in enhancing organizational effectiveness ■Quality techniques and quality improvement ■Training and education ■Methods for performance measurement and metrics ■Standard assessment tools ■Using emerging technologies ■Setting standards or service quality
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