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老龄化互联网用户网络使用技能量表的结构效度和测量不变性评估。

An Assessment of the Structural Validity and Measurement Invariance of the Web-Use Skills Scale for Aging Internet Users.

机构信息

Centre for Social Informatics, Faculty of Social Sciences, University of Ljubljana, Ljubljana, Slovenia.

Faculty of Arts, University of Ljubljana, Ljubljana, Slovenia.

出版信息

Cyberpsychol Behav Soc Netw. 2022 Oct;25(10):657-665. doi: 10.1089/cyber.2022.0023. Epub 2022 Sep 21.

Abstract

Research on digital inequality has found that aging adults are often at risk of digital exclusion. Understanding the validity of survey measures assessing Internet skills in this population is critical to providing the high-quality data needed for effective digital inclusion policy interventions. This cross-validation study examines the structural validity and measurement invariance (across age, gender, and education groups) of the Web-Use Skills scale (WUS), which is commonly used as a proxy measure of Internet skills. We tested the 14-item version of the WUS. The scale was translated into the Slovenian language and pretested with older Internet users. Data were collected from two independent samples of Internet users aged 50+ years ( = 259 and  = 256) drawn from an online opt-in panel in Slovenia. The examination of structural validity confirmed that the WUS adequately reflects the one-factor structure of the web-use skills construct, although in a shorter six-item form. Moreover, the analysis confirmed strict measurement invariance between the two samples and, at least, scalar invariance between age, gender, and education groups. The results support the applicability of WUS in cross-group comparisons of Internet skills in the population of aging Internet users and point to several opportunities for future work.

摘要

数字不平等研究发现,老年人常常面临数字排斥的风险。了解评估该人群互联网技能的调查测量方法的有效性对于提供有效数字包容政策干预所需的高质量数据至关重要。本交叉验证研究检验了 Web 使用技能量表(WUS)的结构有效性和测量不变性(跨年龄、性别和教育群体),该量表通常用作互联网技能的代理测量方法。我们测试了 WUS 的 14 项版本。该量表被翻译成斯洛文尼亚语,并在老年互联网用户中进行了预测试。数据来自斯洛文尼亚在线选择小组的两个独立的 50 岁以上互联网用户样本(n=259 和 n=256)中收集。结构有效性的检验证实,WUS 充分反映了网络使用技能结构的单因素结构,尽管是以更简短的六要素形式呈现。此外,分析还证实了两个样本之间严格的测量不变性,并且至少在年龄、性别和教育群体之间具有标度不变性。结果支持 WUS 在老龄化互联网用户人群中互联网技能的跨群体比较中的适用性,并指出了未来工作的几个机会。

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