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Is online education causing academic stress in Philippine higher education institutions?
Why do students in developing countries suffer more from academic stress?
Can machine learning predict perceived academic stress in Philippine higher education institutions?
Apr 11, 2019 · As many 37% of students reported feeling very tense when studying, with girls consistently reporting greater anxiety relating to schoolwork compared to boys (OECD, 2017 ). This data demonstrates that education and academic performance are a significant source of stress to students.
Apr 1, 2020 · Survey and unstructured interviews were conducted to determine the causes and effects of stress on the academic performance of the respondents. The results showed more male students are experiencing stress, with 56.67%, while female students had 43.33%.
Psychological distress was identified as the most prevalent mental health problem for university students (Gibbons et al., 2019). Anxiety, depression, and stress are among the psychological issues university students experience (Waseem et al., 2020; Khan et al., 2020; Aruta et al., 2022).
- Jennifer O. Serrano, Marc Eric S. Reyes
- Curr Psychol. 2022 Nov 10 : 1-11.
- 10.1007/s12144-022-03823-3
- 2022 Nov
Results show that most students have high to very high perceived academic stress in both male and female respondents. Also, results show that decision tree (91%), naïve bayes (94%), support vector machine (95%), logistics regression (90%), and k-nearest neighbors (91%) have comparable classification performance.
In particular, student competition, family expectation, excessive work or course load, and expectations of teachers are identified to be academic stressors. Relatively, the gauge on the stress level perceived by undergraduate students are due to factors that afect academic ability and performance.
Dec 9, 2021 · In the course of the COVID-19 pandemic and shift of learning from face-to-face to online, people have experienced mental health issues in terms of burnout, especially among college students.
