Related Experiment Video
Updated: Jan 8, 2026

Author Spotlight: Unveiling the Connection Between Sleep Disorders and Cognitive Symptoms in Depression
Published on: April 26, 2024
Factors Associated With Depressive Symptoms Among Graduate Students in Science and Technology: A Cross-Sectional
Saphal Chapagai1, Ishwari Prasad Banjade1, Shankar Prasad Khanal1
1Central Department of Statistics, Institute of Science and Technology, Tribhuvan University, Kirtipur, Kathmandu, Nepal, tribhuvan-university.edu.np.
Background:
Depression among graduate students is a growing concern, according to the WHO. However, existing literature lacks multivariable analysis focused specifically on the graduate student populations. This study addresses this gap by investigating the factors contributing to depressive symptoms among science and technology graduate students.
Methods:
A cross-sectional study was conducted after ethics committee approval among 387 consenting graduate students selected using stratified random sampling from all 13 departments at the Institute of Science and Technology (IOST), Tribhuvan University (TU), Nepal. The data were collected via a self-administered questionnaire, verifying the outcome variable depression by the Patient Health Questionnaire-9 (PHQ-9) scale (no/low depressive symptoms: 0-9 points; moderate/severe depressive symptoms: 10-27 points). Multivariable logistic regression was used to identify factors associated with moderate/severe depressive symptoms, calculating the adjusted odds ratio (OR) with 95% confidence interval (CI).
Results:
The prevalence of moderate/severe depressive symptoms among graduate students was 23% (95% CI: 19-27). Statistically significant (p < 0.05) associated factors were financial stress (OR: 2.35, 95% CI: 1.30-4.26), relationship dissolution (OR: 2.22, 95% CI: 1.06-4.63), stressful assignments (OR: 5.09, 95% CI: 2.31-11.26), medium self-esteem (OR: 4.73, 95% CI: 2.43-9.18), and low self-esteem (OR: 10.21, 95% CI: 4.71-22.11).
Conclusion:
The unique contributors to depressive symptoms identified in this study through multivariable analysis, adjusting for confounding, emphasize the need for targeted mental health support among science and technology graduate students.
More Related Videos
Related Concept Videos
Depressive Disorders: Etiology
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
Cross-Sectional Research
Factors Affecting Illness
For instance, risk factors are connected to illness,...
Depressive Disorders: MDD and Dysthymia
Stress and Mental Health
Individuals with depression often experience challenges in both their personal and professional...
Factorial Design

