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Validation of a digital intelligence quotient questionnaire for employee of small and medium-sized Thai enterprises using exploratory and confirmatory factor analysis

机译:使用探索性和确认因素分析验证中小型泰国企业员工员工的数字智能问卷

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摘要

The purpose of this paper is to develop a digital intelligence quotient (DIQ) scale questionnaire that encompasses the digital identity, digital use, digital safety, digital security, digital emotional intelligence, digital communication, digital literacy and digital rights. Design/methodology/approach-DIQ research was conducted in two phases to develop an assessment scale. First, 33 questions were developed based on previous DIQ concepts and theories. These questions were then validated using exploratory factor analysis into eight dimensions as digital identity, digital use, digital safety, digital security, digital emotional intelligence, digital communication, digital literacy and digital rights. A survey was conducted comprising 409 admins and clerks in SMEs. Second, confirmatory factor analysis and convergent validity were tested along the eight digital dimensions. Findings - This study extended the DIQ concept to provide theoretical contribution for DIQ with intelligence study. Eight dimensions were developed to measure DIQ, including aspects of digital identity, digital use, digital safety, digital security, digital emotional intelligence, digital communication, digital literacy and digital rights. Research limitations/implications The DIQ questionnaire was a single-source, self-assessed data collection, as the sample included only employees of SMEs in Thailand. Results showed a good fit but require further refinement and validation using a larger sample size and various supplementary sampling contexts. Practical implications - The eight DIQ dimensions and questionnaire results will assist organisations and supervisors to focus on employees' DIQ using both work and lifestyle parameters. This knowledge will help supervisors to encourage employees to increase their DIQ for more effective usage of digital literacy. Researchers and academics will be able to apply this instrument in future studies. Originality/value - The DIQ questionnaire is a new instrument which comprehensively explores relevant dimensions to increase employee understanding of digital identity, digital use, digital safety, digital security, digital emotional intelligence, digital communication, digital literacy and digital rights.
机译:本文的目的是开发数字智能商(DIQ)规模问卷,包括数字身份,数字使用,数字安全,数字安全,数字情绪智能,数字通信,数字识字和数字版权。设计/方法/方法 - DIQ研究分两期进行,以开发评估规模。首先,基于以前的DIQ概念和理论开发了33个问题。然后使用探索性因子分析验证这些问题作为数字身份,数字使用,数字安全,数字安全,数字情绪智能,数字通信,数字识字和数字版权的八维维度。进行了一项调查,包括中小企业的409名管理员和职员。其次,沿八个数字尺寸测试了确认的因子分析和收敛有效性。调查结果 - 这项研究扩展了DIQ概念,为DIQ与智力研究提供理论贡献。开发了八个维度来测量DIQ,包括数字身份,数字使用,数字安全,数字安全,数字情绪智能,数字通信,数字识字和数字版权的方面。研究限制/影响DIQ问卷是单一来源,自我评估的数据收集,因为样品仅包括泰国中小企业的员工。结果表明良好,但需要使用更大的样本大小和各种补充采样上下文进行进一步的改进和验证。实际意义 - 八个DIQ尺寸和问卷结果将协助组织和主管使用工作和生活方式参数来专注于员工的DIQ。这种知识将有助于主管鼓励员工增加他们的DIQ以获得数字识字的更有效使用。研究人员和学者将能够在未来的研究中应用这乐器。原创/价值 - DIQ调查问卷是一个全面探讨相关维度,以增加对数字身份,数字使用,数字安全,数字安全,数字情绪智能,数字沟通,数字识字和数字权利的员工了解。

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