Machine learning model for detecting high school students as candidates for drop-out from a study program

Author(s):  
Dani Pasic ◽  
Danijel Kucak
2020 ◽  
Author(s):  
Agung Winarno ◽  
Siti Robfi’ah

This paper explores the reasons for students to consider dropping out of school and choosing to work. It also assesses the benefits of marketing study programes with regards to the store clerk profession. This study employs qualitative design using phenomenology approach. The key subjects of this research were four vocational high school students in Blitar who had opted to leave school early. Data was extracted and explored using in-depth interviews, observation, and documentation. Triangulation of sources and methods was carried out to obtain accurate information, the analysis was carried out with the simultaneous stages of Approach, Excavation, Deepening, Matching, Interpretation and Presentation (6P). The results of this study demonstrate that the main reasons contributing to leaving school early are family background, environment, society, and the student’s experience during school. In addition, the vocational marketing study program gives students the requisite experience and skill sets to work as store clerks, further facilitating their decision to leave school early and start their professional careers. Keywords: vocational high school students drop out, marketing expertise competence, rural area business development


2022 ◽  
Vol 3 ◽  
Author(s):  
Murray Drummond ◽  
Claire Drummond ◽  
Sam Elliott ◽  
Ivanka Prichard ◽  
Jamie-Lee Pennesi ◽  
...  

Girls' and young women's engagement and disengagement in physical activity has been well documented in Western culture. Sport plays a pivotal role in the development of behaviours that promote physical activity, particularly through commitment to team and individual goal attainment, socialisation, and feelings of belonging and self-identity. Community sport in Australia is the dominant pathway into state, national, and elite international competition. The importance of community sport in the lives of girls and young women cannot be overstated, irrespective of individual long-term sporting goals. Indeed, the dropout rate of girls in sports, like many other western cultures is significant and is certainly disproportionate to the numbers of boys who drop out. The present study aims to examine the intrapersonal, interpersonal, and environmental influences on community sporting pathways for girls and young women. Using a mixed-methods design, we include survey data from 2,189 high-school students (aged 12–18 years) and focus group and individual interview data from a subset of 37 high-school students, parents, and teachers, across metropolitan Adelaide, South Australia. The study included an examination of sporting practises and insights of male sport participants from the same age groups to juxtapose the findings and provide a more comprehensive understanding of girls' and young women's community sporting involvement. Parents and teachers were also included within the participant cohort to provide a comprehensive perspective. The results highlight the challenges that girls face with respect to engagement and disengagement in sport and particular points throughout their adolescent years. Recommendations are provided to help mitigate potential attrition of girls in sport in the future.


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