Psychometric properties of information and communication technology competencies scale: Latent profile analysis

Sergei P. Zhdanov, Lilia M. Sadrieva, I. A. Astakhov, N. Sokolova, E. E. Grishnova, L. I. Tararina
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Abstract

Rapid expansion of information and communication technologies (ICT) underscores importance of ICT competency for success in modern society. In education, ICT facilitates knowledge acquisition, innovative teaching methods, and development of digital literacy skills. By measuring ICT competencies, teacher training programs can better equip educators for technology integration, leading to more effective teaching and learning processes. It is crucial for educational policies to emphasize integration of ICT and ensure teachers are prepared to utilize it effectively. The study aims to determine psychometric properties of “information and communication technology competency scale (ICTCS)” for pre-service teachers (PSTs) in the Russian setting and identify distinct proficiency levels among them. This study employed a mixed-methods approach to adapt a scale measuring PSTs’ ICT competencies. The research involved two different samples for exploratory factor analysis (EFA) (n=160) and confirmatory factor analysis (CFA) (n=326). To establish language validity, a translation, and cross-cultural adaptation process was followed. Data analysis included EFA, CFA, reliability estimation, and latent profile analysis, with satisfactory results obtained for scale’s psychometric properties. The study concludes that ICTCS, with two factors (ICTC-PU and ICTC-ID), is a valid and reliable measure of teachers’ attitudes and skills regarding ICT use. Four-class latent profile model reveals distinct competence levels, informing targeted professional development programs. Educational institutions and policymakers should prioritize these programs and use the scale for teacher evaluations. Future research should explore the efficacy of these programs, expand the sample size, incorporate objective measures, and employ longitudinal designs to better understand the impact on student outcomes.
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信息和通信技术能力量表的心理测量特性:潜在特征分析
信息和通信技术(ICT)的迅速发展凸显了ICT能力对现代社会成功的重要性。在教育方面,信息通信技术促进了知识获取、创新教学方法和数字素养技能的发展。通过衡量信息通信技术能力,教师培训项目可以使教育工作者更好地掌握技术整合,从而实现更有效的教学过程。教育政策必须强调信息通信技术的整合,并确保教师做好有效利用信息通信技术的准备。本研究旨在确定俄语背景下职前教师“信息与通信技术能力量表”的心理测量特征,并确定其不同的熟练程度。本研究采用混合方法来调整衡量pst ICT能力的量表。研究涉及两个不同的样本进行探索性因素分析(EFA) (n=160)和验证性因素分析(CFA) (n=326)。为了确立语言的有效性,需要经历翻译和跨文化适应的过程。数据分析包括EFA、CFA、信度估计和潜在剖面分析,对量表的心理测量特性得到了满意的结果。该研究得出结论,ICTCS具有两个因素(ICTC-PU和ICTC-ID),是衡量教师对ICT使用的态度和技能的有效和可靠的指标。四级潜在轮廓模型揭示了不同的能力水平,为有针对性的专业发展计划提供信息。教育机构和政策制定者应该优先考虑这些项目,并使用该量表对教师进行评估。未来的研究应该探索这些计划的有效性,扩大样本量,纳入客观测量,并采用纵向设计来更好地了解对学生成绩的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.40
自引率
5.00%
发文量
40
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