The Factors That Influence the Decision in Choosing Vocational Education of Students in Matthayom 3 in Eastern Economic Corridor Area (EEC) By Using Binary Logistic Regression Analysis

Jeerayu Khowchernklang, Charoonsri Madilokkovit
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Abstract

This research aimed to study the influential factors that influence students’ decision to choose vocational education after graduation among Matthayom 3 students whose schools are located EEC zone. The objectives of the research were to study their education choices (high school vs. vocational school), personal information, economic and social status including an awareness towards the demand for labors in the EEC area. This research was conducted among Matthayom 3 students who were in the last semester in the academic year of 2021 for 1,101 samples. The research tool was a survey questionnaire and the statistics used were the frequency, percentage as well as a Binary Logistic Regression for analyzing key influential factors that influence students’ decision to choose vocational education over high school. The research revealed that the majority of students chose high school for further education for 70%, vocational institution for 29% and only 1% chose not to study after graduation. For students who chose vocational education, the results showed that the positive factors that influenced the students’ decision were gender, GPA, average household income, the demand for labor in future industries, job opportunity after graduation, and dual degree program. The prediction accuracy for the students was 93.6%. These research findings can be used as a guideline to promote and encourage students to study further in vocational education that has already become an excessive demand in the EEC labor market.
基于二元Logistic回归分析的东部经济走廊matayom 3学生职业教育选择决策的影响因素
本研究旨在研究影响学校位于EEC区的Matthayom 3学生毕业后选择职业教育决策的影响因素。研究的目的是研究他们的教育选择(高中与职业学校)、个人信息、经济和社会地位,包括对欧洲经济共同体地区劳动力需求的认识。本研究以2021学年最后一学期的Matthayom 3学生为研究对象,样本为1101个。研究工具为调查问卷,统计数据采用频率、百分比和二元Logistic回归分析影响学生选择职业教育而非高中教育的关键影响因素。研究显示,大多数学生选择高中继续深造的比例为70%,选择职业院校的比例为29%,只有1%的学生选择毕业后不继续深造。对于选择职业教育的学生,结果显示,影响学生选择职业教育的积极因素是性别、GPA、家庭平均收入、未来行业劳动力需求、毕业后就业机会和双学位。对学生的预测准确率为93.6%。这些研究结果可以作为促进和鼓励学生继续接受职业教育的指导方针,而职业教育已经成为欧共体劳动力市场的过度需求。
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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