Learning Styles Towards Entrepreneurship Learning Outcomes and Career Development: A Structural Equation Model Analysis

Muhammad Husin, Ganefri, Ambiyar, Krismadinata
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Abstract

Learning styles play an important role in improving entrepreneurial learning outcomes and career development. Information processing and understanding of a theory will be well absorbed with the application of the right learning style. This research was conducted to determine the extent of the influence of the application of learning styles on the learning outcomes of entrepreneurship and career development of electronic engineering students. The number of students selected as many as 212 people with the cluster random sampling method. Data was collected through a questionnaire using a Likert scale. Testing of learning style variables using Explanatory Factor Analysis (EFA) and seeing the validity of the indicators of each variable using Confirmatory Factor Analysis (CFA). Testing of latent hypotension between variables was carried out using SEM. The results showed that outer loading, Cronbach alpha, composite reliability, AVE were valid and reliable. This means that the instrument used is valid and reliable. There is a positive relationship between structural predictor models; learning style affects the learning outcomes of entrepreneurship and career development. There is a mediating influence of entrepreneurial learning outcomes on the relationship between learning styles and career development. To achieve optimal entrepreneurship learning outcomes and career development, it is necessary to apply the right learning style. Keywords: Learning Style, Entrepreneurship Learning Outcomes, Equation Model Analysis
学习风格对创业、学习成果和职业发展的影响:一个结构方程模型分析
学习风格在提高创业学习成果和职业发展中起着重要作用。运用正确的学习方式,可以很好地吸收对理论的信息处理和理解。本研究旨在探讨学习风格的运用对电子工程专业学生创业学习成果和职业发展的影响程度。学生人数为212人,采用整群随机抽样方法。数据通过使用李克特量表的问卷收集。使用解释因子分析(EFA)检验学习风格变量,并使用验证因子分析(CFA)查看每个变量的指标的效度。使用扫描电镜对变量之间的潜在低血压进行检测。结果表明,外载荷、Cronbach α、复合信度、AVE均有效可靠。这意味着所使用的仪器是有效和可靠的。结构预测模型之间存在正相关关系;学习风格影响创业学习成果和职业发展。创业学习结果在学习风格与职业发展之间存在中介作用。为了获得最佳的创业学习成果和职业发展,有必要采用正确的学习方式。关键词:学习风格,创业学习成果,方程模型分析
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