重新培养和提高劳动力素质:通过文本挖掘确定研究模式和趋势

Maayan Nakash
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摘要

在第四次工业革命和 COVID-19 大流行病引发的剧变之后,劳动力市场发生了重大转变,迫使人们重新评估劳动力的能力。本研究全面分析了再培训和提高技能举措的新趋势,这些举措对于适应这些转变至关重要。我们通过 Voyant 工具采用文本挖掘技术,仔细研究了科学网数据库中与劳动力发展相关的 68 篇学术文章。我们的方法框架包括全面的统计分析,以提炼和仔细研究术语频率、术语间关系以及学术对话中的总体情绪。这项调查的结果提供了对当前学术领域的深入了解,突出了现有研究语料库中的中心主题和空白。这项初步研究的启示为人力资本开发领域做出了重大贡献。研究结果为今后该领域的研究奠定了实证基础,为制定强有力的职业发展计划提供了至关重要的战略见解。通过阐明不断学习和提高技能的必要性,本文为有关装备一支具有应变能力的劳动力队伍的讨论增添了新的内容,使他们能够在未来以技术为中心的动态经济中脱颖而出。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reskilling and Upskilling the Workforce: Text Mining to Identify Patterns and Trends in Research
In the aftermath of the Fourth Industrial Revolution and the seismic shifts triggered by the COVID-19 pandemic, the labor market has undergone a significant transformation, compelling a reassessment of workforce competencies. This study delivers a comprehensive analysis of the emerging trends in reskilling and upskilling initiatives, which are pivotal for adapting to these shifts. Employing text mining techniques through Voyant Tools, we meticulously examined a corpus of 68 academic articles from the Web of Science database, all related to workforce development. Our methodological framework encompassed a thorough statistical analysis to distill and scrutinize term frequencies, inter-term relationships, and the overarching sentiment within the scholarly dialogue. The outcomes of this inquiry provide a sophisticated understanding of the prevailing academic terrain, accentuating the central themes and lacunae in the extant research corpus. The revelations from this preliminary study make a significant contribution to the domain of human capital development. The findings lay down an empirical groundwork for future studies in this sphere, poised to furnish strategic insights crucial for crafting robust career development programs. By illuminating the imperative of perpetual learning and skill enhancement, this paper adds to the conversation on equipping a resilient workforce, ready to excel in the dynamic, tech-centric economy that lies ahead.
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