Aalto Aino-Maija, Müller Dagmar, Tilley J Lucas
Swedish Institute for Social Research (SOFI), Stockholm University and Faculty of Social Sciences, Business and Economics, and Law, Åbo Akademi University.
Swedish Public Employment Service (Arbetsförmedlingen), UCLS and IZA.
Labour Econ. 2023 Jun;82:102346. doi: 10.1016/j.labeco.2023.102346. Epub 2023 Feb 26.
We study whether the onset of the COVID-19 crisis affected the program choices of high school applicants in Sweden. Our analysis exploits the fact that the admission process consists of two stages: a preliminary round in which applicants initially rank programs in order of preference and a final round in which they can alter their preliminary rankings. In 2020, the timing of the two rounds happened to provide a unique pre- and post-crisis snapshot of applicants' field-of-study choices. Using school-level data on applicants' top-ranked programs for all admission rounds between 2016 and 2020, we implement a difference-in-differences method to identify the immediate effect of the crisis on demand for programs. We find no change in demand for academic programs, but a decline in top-ranked applications to some of the vocational programs. The declines are most pronounced and robust for programs related to the Accommodation and Food Services sector, which was the most adversely affected industry during the crisis. This finding suggests that labor market considerations influence the study choices made by relatively young students.
我们研究了新冠疫情危机的爆发是否影响了瑞典高中申请者的专业选择。我们的分析利用了这样一个事实:录取过程包括两个阶段,第一阶段是初审,申请者最初按照偏好顺序对专业进行排名;第二阶段是终审,申请者可以更改其初审排名。2020年,这两个阶段的时间安排恰好提供了危机前后申请者专业选择的独特快照。利用2016年至2020年所有录取轮次中申请者排名最靠前专业的学校层面数据,我们采用双重差分法来确定危机对专业需求的直接影响。我们发现学术专业的需求没有变化,但一些职业专业的排名靠前申请有所下降。与住宿和餐饮服务部门相关的专业下降最为明显且稳健,该部门是危机期间受影响最严重的行业。这一发现表明,劳动力市场因素会影响相对年轻学生的学习选择。