Measuring Employability Skills of Budding IT Professionals in India

Pub Date : 2021-01-01 DOI:10.4018/ijhcitp.2021010104
Khushbu Khurana, R. Misra
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引用次数: 2

Abstract

The purpose of this study is to identify employability skills among aspiring engineering graduates and develop measurement scale to assess their skill sets. This research has been conducted in two phases: Phase 1 covers the scale development process and Phase 2 covers exploratory factor analysis (EFA), confirmatory factor analysis (CFA) and validation. The findings of EFA resulted in ten factors of employability. Subsequently, CFA identified nine different factors: leadership, critical thinking, numeracy, sociability, using technology, planning and organizing, problem-solving, teamwork, and emotional intelligence skills. The values of CFA met the acceptance level of different fit indices and thus, resulted in a good model fit. Further, the internal consistency of the total scale yielded Cronbach's alpha value (α = 0.82). The threshold values of CR, AVE, and MSV also met the required criteria. Thus, it received a valid and reliable 26-item measurement scale of employability which can prove to be useful for academia, students, and employers in computer science and information technology.
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衡量印度崭露头角的IT专业人员的就业能力技能
摘要本研究的目的在于识别有抱负的工程毕业生的就业能力技能,并开发测量量表来评估他们的技能组合。本研究分两个阶段进行:第一阶段涵盖量表开发过程,第二阶段涵盖探索性因子分析(EFA)、验证性因子分析(CFA)和验证。全民教育的调查结果产生了十个就业能力因素。随后,CFA确定了九个不同的因素:领导力、批判性思维、计算能力、社交能力、使用技术、计划和组织、解决问题、团队合作和情商技能。CFA值满足不同拟合指标的可接受水平,模型拟合良好。此外,总量表的内部一致性产生Cronbach α值(α = 0.82)。CR、AVE、MSV的阈值也满足要求。因此,得到了一个有效可靠的26项就业能力测量量表,可以证明对学术界,学生和雇主在计算机科学和信息技术有用。
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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