A global view of what fixes information technology skills shortage: Panel data analyses of countries’ human and technology resources

Benyawarath Nithithanatchinnapat, K. D. Joshi
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引用次数: 3

Abstract

This paper aims to provide evidence of what fixes the information technology skills shortage. The focus is on countries' workforce development factors, i.e., human and technology. The research model was tested using secondary data from multiple sources. An ordinary least square with panel corrected standard errors was used to analyze the data. The results indicate that organizations' staff training and gender parity among science, technology, engineering, and mathematics graduates relate negatively to IT talent shortage; this is consistent in both models the authors tested. This study contributes to the IT workforce literature by being the first study that empirically examines the relationships between IT skills shortage and the relevant workforce development factors. Besides, objective measures of IT skills shortage were used, thus overcoming issues that might arise from using the subjective ones, such as counting the number of IT job openings based on predetermined occupation codes. For policymakers wanting to fix the IT skills shortage, the results revealed factors that can help fix the issue in the short term. Future research could examine other factors, such as policy or gender parity in IT careers if appropriate data is available.
解决信息技术技能短缺问题的全球视角:各国人力和技术资源的面板数据分析
本文旨在为解决信息技术技能短缺问题提供证据。重点是各国的劳动力发展因素,即人力和技术。使用来自多个来源的辅助数据对研究模型进行了测试。采用带面板校正标准误差的普通最小二乘法对数据进行分析。结果表明,组织的员工培训和科学、技术、工程和数学毕业生的性别平等与IT人才短缺呈负相关;这在作者测试的两个模型中都是一致的。本研究首次实证研究了IT技能短缺与相关劳动力发展因素之间的关系,为IT劳动力文献做出了贡献。此外,采用了客观的IT技能短缺衡量标准,从而克服了使用主观衡量标准可能产生的问题,例如根据预定的职业代码计算IT职位空缺的数量。对于想要解决IT技能短缺问题的政策制定者来说,调查结果揭示了可以在短期内帮助解决这个问题的因素。未来的研究可以检查其他因素,如政策或性别平等的IT职业,如果适当的数据可用。
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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