Department of Education, Training and Labour Market, National Scientific Research Institute for Labour and Social Protection, 010643 Bucharest, Romania.
Department of Statistics and Econometrics, Bucharest University of Economic Studies, 010374 Bucharest, Romania.
Int J Environ Res Public Health. 2021 Dec 6;18(23):12864. doi: 10.3390/ijerph182312864.
Students' commitment and engagement in the educational process are shaped by a dense combination of factors, with effects on educational attainment and on the length of their educational careers. Decisions of prolonging education by enrolling in master's degrees are beneficial for both individuals and societies, as such programs provide higher levels of specialized skills Longer educational careers are favored by a mix of factors acting at the level of individual, university, or wider environment. We focus our study on exploring factors conducive for students' intentions to pursue master's degrees considering longer educational careers as desirable outcomes. Thus, this article investigates how the individual and environmental factors interplay and shape the predisposition of students to prolong their educational career by enrolling in master's degrees. For this, we applied three-level logistic regression models for a sample of 502 students enrolled in their final year of bachelor studies grouped by universities and universities grouped by counties. The empirical results revealed that the final grade, the father level of education, the type of working contract, and job seniority are individual-level determinants influencing the decision of enrolment in a master's program. At the university level, the type of university and the university performance score positively impact the students' decision to enroll in a master's program. At the county level, the empirical evidence pointed out the significance of determinants such as the proportion of students enrolled in bachelor studies; participation rate in education and training; employment level in high-technology sectors (HTC), total-knowledge intensive sectors (KIS), and knowledge-intensive high-technology sectors (KIS_HTC); proportion of persons with tertiary education employed in science and technology; proportion of scientists and engineers; local development; R&D expenditure, personnel, and researchers in the business sector; average gross earnings; density of active firms; birth rate of companies; proportion of innovative enterprises or those introducing product innovations on the decision to enroll in a master's program.
学生在教育过程中的投入和参与受到多种因素的综合影响,这些因素会影响他们的学业成绩和教育生涯的长短。通过攻读硕士学位来延长教育时间的决定对个人和社会都有好处,因为这样的课程提供了更高水平的专业技能。更长的教育生涯受到个人、大学或更广泛环境中各种因素的共同作用。我们专注于探索有利于学生攻读硕士学位以追求更长教育生涯的意愿的因素。因此,本文研究了个体和环境因素如何相互作用,塑造学生通过攻读硕士学位来延长教育生涯的倾向。为此,我们对 502 名参加本科最后一年学习的学生进行了三级逻辑回归模型分析,这些学生按大学分组,大学再按县分组。实证结果表明,最终成绩、父亲的教育水平、工作合同类型和工作年限是影响学生攻读硕士学位决定的个体层面决定因素。在大学层面,大学类型和大学绩效评分对学生攻读硕士学位的决定有积极影响。在县一级,实证证据指出了一些决定因素的重要性,如参加本科学习的学生比例;教育和培训的参与率;高科技部门(HTC)、知识密集型部门(KIS)和知识密集型高科技部门(KIS_HTC)的就业水平;从事科技工作的具有高等教育学历的人员比例;科学家和工程师的比例;地方发展;研发支出、人员和企业部门的研究人员;平均毛收入;活跃企业的密度;公司出生率;创新型企业或推出产品创新的企业的比例在攻读硕士学位的决定中的作用。