The Effects of Major Selection Motivations on Dropout, Academic Achievement and Major Satisfactions of College Students Majoring in Foodservice and Culinary Arts

Kim, Jung Soo

doi:10.3390/info11090444

Cited by 2 publications

(3 citation statements)

References 9 publications

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“…This lack of support leads to many students facing confusion, depression, and other mental health challenges as they struggle to pave a path toward a prosperous future [42,43]. Making an ill-informed decision about one's academic or career pursuits can result in severe consequences, such as dropping out of school [5], poor job performance, decreased community involvement, and, ultimately, the hindrance of society's growth.…”

Section: The Impact Of Educational Counseling On Individuals and Societymentioning

confidence: 99%

“…It reinforces their decision-making skills and assists them in finding their own path rather than offering instructions or readymade solutions [2]. Educational counseling has a profound impact on student's lives and futures [3], as the choice of a specific field of study upon entering higher education holds immense weight in shaping a student's career path and can significantly impact the likelihood of securing employment in a related field, as well as the potential for long-term career growth and success [4][5][6]. This makes educational counseling a fundamental component in establishing a smooth connection between the realms of academia and the professional sphere [7].…”

Section: Introductionmentioning

confidence: 99%

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AI-Powered Academic Guidance and Counseling System Based on Student Profile and Interests

Majjate,

Bellarhmouch,

Jeghal

et al. 2023

ASI

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Over the past few decades, the education sector has achieved impressive advancements by incorporating Artificial Intelligence (AI) into the educational environment. Nevertheless, specific educational processes, particularly educational counseling, still depend on traditional procedures. The current method of conducting group sessions between counselors and students does not offer personalized assistance or individual attention, which can cause stress to students and make it difficult for them to make informed decisions about their coursework and career path. This paper proposes a counseling solution designed to aid high school seniors in selecting appropriate academic paths at the tertiary level. The system utilizes a predictive model that considers academic history and student preferences to determine students’ likelihood of admission to their chosen university and recommends similar alternative universities to provide more opportunities. We developed the model based on data from 500 graduates from 12 public high schools in Morocco, as well as eligibility criteria from 31 institutions and colleges. The counseling system comprises two modules: a recommendation module that uses popularity-based and content-based recommendations and a prediction module that calculates the likelihood of admission using the Huber Regressor model. This model outperformed 13 other machine learning modules, with a low MSE of 0.0017, RMSE of 0.0422, and the highest R-squared value of 0.9306. Finally, the system is accessible through a user-friendly web interface.

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Section: The Impact Of Educational Counseling On Individuals and Societymentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

AI-Powered Academic Guidance and Counseling System Based on Student Profile and Interests

Majjate,

Bellarhmouch,

Jeghal

et al. 2023

ASI

View full text Add to dashboard Cite

show abstract

“…This paper aims to identify what are factors that affect student's decision in selecting industry majors to study. Kim (2020) aimed at figuring out the effects of major selecting motivation on dropout, academic achievement, and major satisfactions of college students majoring in food service and culinary arts. To accomplish this, an empirical survey was conducted through a structural equation model.…”

Section: Introductionmentioning

confidence: 99%

Economic and Social Factors Affecting Student Decision to Choose Studying Major-Case of Northern Universities in Vietnam

Huong

Huy

2021

ijbass

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Purpose: The study assesses the influence of factors affecting the choice of majors/schools of non-public students. Thereby, providing science-based conclusions about students' perceptions of study majors, giving recommendations to contribute to improving enrolment of non-public schools, esp. Northern Universities and in the specific case of Dai Nam Universities, Vietnam. Methods: The paper used both qualitative analysis, analytical and synthesis methods, combined with descriptive statistical methods and statistical processed methods. Results: This study figures out that family and parent's practical experiences will help students to choose the right majors to study, 2nd factor will belong to advise from teachers and advisors in Universities or Colleges who can recommend suitable industry majors. We also find out that student choice is also affected by their team or friend’s groups.

show abstract

The Effects of Major Selection Motivations on Dropout, Academic Achievement and Major Satisfactions of College Students Majoring in Foodservice and Culinary Arts

Cited by 2 publications

References 9 publications

AI-Powered Academic Guidance and Counseling System Based on Student Profile and Interests

AI-Powered Academic Guidance and Counseling System Based on Student Profile and Interests

Economic and Social Factors Affecting Student Decision to Choose Studying Major-Case of Northern Universities in Vietnam

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