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Tinglong Dai

Tinglong Dai’s profile on The Conversation ....

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Frontiers | Mental Health, Burnout, and Job Stressors Among Healthcare Workers During the COVID-19 Pandemic in Iran: A Cross-Sectional Survey

Introduction: The COVID-19 pandemic has caused increasing levels of mental health problems such as anxiety and depression among doctors, nurses and other healthcare workers in hospitals or health centers. The main objective of this study was to assess the mental health, job stressors, and burnout among healthcare workers in Iran. Materials and Methods: A cross-sectional study was performed in the primary healthcare centers and hospitals affiliated with six of the medical universities in Iran. The selection of participants was done using multi-center convenient sampling. The Patient Health Questionnaire-9, Generalized Anxiety Disorder-7, and Copenhagen Burnout Inventory were used for gathering data through an online platform. Data related to job stressors were obtained using a validated checklist. Data analysis was performed using Chi-square and multiple regression tests and the phi coefficient. Results: The results of our study showed that 53% of the healthcare workers of the hospitals ....

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Computational Statistics in Data Science

Computational Statistics in Data Science
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Frontiers | The Mental Health of High School Students During the COVID-19 Pandemic

2CSE Department, Miami University, Oxford, OH, United States
The American Psychological Association (APA) reports 81% of Gen Z teens (ages 13–17) have experienced more intense stress during the COVID-19 pandemic. This study uses a survey-based approach along with robust statistical analyses to identify key stressors from a set of students in a high school in Midwest United States. Our survey includes a broad range of stressors (15 explanatory variables) specific to high schoolers, controls (4 factors for pre-existing conditions), and mental health estimators (7 dependent variables) to identify changes in mental wellbeing during the pandemic. The results (
n = 107) show good consistency in our estimators (Cronbach’s α = 0.78) and statistically significant (t = 0.636, ....

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Ghana Attitudes to COVID-19 Vaccine Survey

Ghana Attitudes to COVID-19 Vaccine Survey
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