基于多元回归的信息学学生工作准备模型的建立与验证

Aprilia Sulistyohati, L. Susanti, R. Ridwan, A. Paramita, Tashia Indah Nastiti
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引用次数: 0

摘要

大学面临着一项艰巨的任务,即根据数字时代行业的需求,培养学生的能力。本研究旨在探讨硬技能、软技能及数位素养对资讯科技学生工作准备的影响。这是一项定量研究,研究对象是因德拉普拉斯塔大学第七学期或第八学期没有工作的信息工程专业的学生。样本数量多达125名学生(Slovin在5%错误率下计算的最小样本为93名)。问卷是通过简单的随机抽样技术分发的。采用多元线性回归分析技术对数据进行处理。本研究结果得到方程Y = 1.821 + 0.577x1 +0.380X2 + 0.306X3 + e。同时,硬技能、软技能和数字素养对IT工作准备有94.3%的正向显著影响。硬技能(X1)、软技能(X2)和数字素养(X3)对IT学生工作准备(Y)的部分影响分别为37.4%、34.3%和23.6%。本研究证明,硬技能(X1)、软技能(X2)和数字素养(X3)能力共同对IT学生的工作准备(Y)有显著影响,影响率为94.3%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development and Validation of The Work Readiness Model of Informatics Students Using Multiple Regression
Universities have a difficult task in preparing their students to have competencies according to the needs of the digital era industry. This study aims to determine the effect of hard skills, soft skills, and digital literacy on IT student work readiness. This is quantitative research, and the population is students of informatics engineering at Indraprasta University in semester 7 or 8 who have not worked. The number of samples is as many as 125 students (the minimum sample from the calculation of Slovin with an error rate of 5% is 93). Questionnaires were distributed through a simple random sampling technique. The data were processed using multiple linear regression analysis techniques. The results of this study obtained the equation Y = 1.821 + 0.757X1 +0.380X2 + 0.306X3 + e. Simultaneously hard skills, soft skills, and digital literacy have a positive and significant 94.3% effect on IT work readiness. Partially, the effect of hard skills (X1), soft skills (X2), and digital literacy (X3) on IT student work readiness (Y) is 37.4%, 34.3%, and 23.6%. This study proves that hard skills (X1), soft skills (X2), and digital literacy (X3) competencies together have a significant effect on IT student work readiness (Y) by 94.3%.
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