1
|
Ghorbany S, Hu M, Yao S, Wang C, Sisk M, Nguyen QC, Zhang K. Intersecting Paths to Health: A Factor Analysis Approach to Socioeconomic and Environmental Determinants in Indiana. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2025; 22:219. [PMID: 40003445 PMCID: PMC11855551 DOI: 10.3390/ijerph22020219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 01/22/2025] [Accepted: 01/25/2025] [Indexed: 02/27/2025]
Abstract
Public health is the basis of society's well-being and the nation's development. Despite the importance of this factor and huge investments in the health sector in the United States, public health is facing enormous challenges due to the unknown nature of the influential variables in this sector. This research aims to investigate the influential variables on public health from different sources including the demographic features, built environment, socioeconomic variables, and environmental factors impact on 30 major health issues. To achieve this goal, this study utilizes exploratory factor analysis and multiple regression methods on the data obtained from the state of Indiana. The results indicated that health issues and influential factors can be divided into five main factors. This study identifies Health Burdens and Socioeconomic Disparities as a key factor, encompassing a wide range of health issues and socioeconomic variables, highlighting a significant association between socioeconomic disparities, poor health outcomes, and environmental exposures. The analysis underscores the intricate relationship between socioeconomic status, health behaviors, chronic diseases, and environmental factors, suggesting that effective interventions must address healthcare access, quality, and broader determinants of health to improve outcomes in affected communities. The results of this study can be helpful to public health policymakers, urban planners, and future public health researchers.
Collapse
Affiliation(s)
- Siavash Ghorbany
- Department of Civil and Environmental Engineering and Earth Sciences, College of Engineering, University of Notre Dame, Notre Dame, IN 46556, USA;
| | - Ming Hu
- Department of Civil and Environmental Engineering and Earth Sciences, College of Engineering, University of Notre Dame, Notre Dame, IN 46556, USA;
- School of Architecture, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Siyuan Yao
- Department of Computer Science, College of Engineering, University of Notre Dame, Notre Dame, IN 46556, USA; (S.Y.); (C.W.)
| | - Chaoli Wang
- Department of Computer Science, College of Engineering, University of Notre Dame, Notre Dame, IN 46556, USA; (S.Y.); (C.W.)
| | - Matthew Sisk
- Lucy Family Institute for Data & Society, University of Notre Dame, Notre Dame, IN 46556, USA;
| | - Quynh C. Nguyen
- National Institute of Nursing Research, Bethesda, MD 20892, USA
| | - Kai Zhang
- Department of Population and Community Health, College of Public Health, The University of Texas Health Science Center at Fort Worth, Fort Worth, TX 76107, USA;
| |
Collapse
|
2
|
Agyapong-Opoku G, Agyapong B, Obuobi-Donkor G, Eboreime E. Depression and Anxiety among Undergraduate Health Science Students: A Scoping Review of the Literature. Behav Sci (Basel) 2023; 13:1002. [PMID: 38131858 PMCID: PMC10740739 DOI: 10.3390/bs13121002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 12/02/2023] [Accepted: 12/04/2023] [Indexed: 12/23/2023] Open
Abstract
Background: Health science students in post-secondary institutions experience high levels of depression and anxiety due to increased stress levels, workload, low socioeconomic status, and history of family mental illness, among other factors. Given the significant negative impact that depression and anxiety can have on undergraduate health science students, it is essential to understand the prevalence and correlation of these conditions in this population. In light of this, this scoping review aims to identify, document, and analyze the literature on the prevalence and determinants of anxiety and depression among undergraduate health sciences students and identify gaps in knowledge for future research. Methods: This scoping review was planned and executed using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for the Scoping Reviews statement. A comprehensive and systematic search was carried out for five databases, namely MEDLINE, Scopus, EMBASE, CINAHL, and PubMed. Results: From the literature identified by our search strategy, the lowest prevalence for anxiety was 5.8%, and the highest was 82.6%, with a median of 44.25%. The prevalence of depression ranged from a high of 88.8% to a low of 2.1%, with a median value of 34.8%. Our analysis revealed that correlates of anxiety and depression among health science students include sociodemographic factors such as age, sex, gender, relationships, ethnicity, and family history, personal health conditions, and academic and socioeconomic issues. Conclusions: With the high incidence of anxiety and depression among health science students, there is an increasing need to find practical remedies to support these students. It is also essential for policymakers and university authorities to implement interventions such as supportive text messages and other strategies geared toward providing support and improving the psychological well-being of health science students.
Collapse
Affiliation(s)
- Gerald Agyapong-Opoku
- School of Health and Human Performance, Faculty of Health, Dalhousie University, Halifax, NS B3H 4R2, Canada
| | - Belinda Agyapong
- Department of Psychiatry, University of Alberta, Edmonton, AB T6G 2B7, Canada
| | - Gloria Obuobi-Donkor
- Department of Psychiatry, Dalhousie University, Halifax, NS B3H 2E2, Canada (E.E.)
| | - Ejemai Eboreime
- Department of Psychiatry, Dalhousie University, Halifax, NS B3H 2E2, Canada (E.E.)
| |
Collapse
|
3
|
Ahmed I, Hazell CM, Edwards B, Glazebrook C, Davies EB. A systematic review and meta-analysis of studies exploring prevalence of non-specific anxiety in undergraduate university students. BMC Psychiatry 2023; 23:240. [PMID: 37041470 PMCID: PMC10088287 DOI: 10.1186/s12888-023-04645-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 02/28/2023] [Indexed: 04/13/2023] Open
Abstract
BACKGROUND Anxiety is a common mental health problem in the general population, and is associated with functional impairment and negative impacts upon quality of life. There has been increased concern about university students' mental health in recent years, with a wide range of non-specific anxiety rates reported worldwide in undergraduate university students. We aimed to explore prevalence of non-specific anxiety in undergraduate university student populations. METHODS Four databases were searched to identify studies published between 1980 and 2020 which investigated prevalence of non-specific anxiety in undergraduate university students. Each study's quality was appraised using a checklist. Sub-analyses were undertaken reflecting outcome measure utilized, course of study, location of study, and whether study was before or during the COVID-19 pandemic. RESULTS A total of 89 studies - representing approx. 130,090 students-met inclusion criteria. Eighty-three were included in meta-analysis, calculating a weighted mean prevalence of 39.65% (95% CI: 35.72%-43.58%) for non-specific anxiety. Prevalence from diagnostic interview studies ranged from 0.3%-20.8% 12-month prevalence. Prevalence varied by outcome measure used to assess non-specific anxiety, the type of course studied by sample, and by study location. In half the studies, being female was associated with being more likely to have higher non-specific anxiety scores and/or screening above thresholds. Few of the included studies met all quality appraisal criteria. CONCLUSION The results suggest that approximately a third of undergraduate students are experiencing elevated levels of non-specific anxiety. Results from sub-analyses have identified some methodological issues that need consideration in appraising prevalence in this population.
Collapse
Affiliation(s)
- Irtiqa Ahmed
- School of Medicine, University of Nottingham, Nottingham, UK
| | - Cassie M Hazell
- Department of Psychological Interventions, University of Surrey, Guildford, UK.
| | - Bethany Edwards
- School of Social Sciences and Humanities, University of Westminster, London, UK
| | - Cris Glazebrook
- Clinical Neurosciences and Mental Health, School of Medicine, Institute of Mental Health, University of Nottingham, Nottingham, UK
| | - E Bethan Davies
- Clinical Neurosciences and Mental Health, School of Medicine, Institute of Mental Health, University of Nottingham, Nottingham, UK
- NIHR MindTech MedTech Co-Operative, Institute of Mental Health, School of Medicine, The University of Nottingham, Nottingham, UK
| |
Collapse
|
4
|
Qian F, Zhang S, Patel DM, Li Y, Jiao J. Should Medical Students Be Overprotected? A Survey from China and Review About the Roles of Medical Student Under the COVID-19. Risk Manag Healthc Policy 2023; 16:327-335. [PMID: 36883052 PMCID: PMC9985887 DOI: 10.2147/rmhp.s401096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 02/23/2023] [Indexed: 03/05/2023] Open
Abstract
OBJECTIVE The impact of COVID-19 continues to this day, there are many disputes about how medical students should be managed and diverse arrangements were adopted by medical schools around all over the world. The purpose of this study was to discuss the risks and benefits of medical student participation in healthcare in the context of COVID-19. METHODS An online cross-sectional survey was distributed to 300 Medical students undergoing standardized training program (STP) in China-Japan Union Hospital of Jilin University. The survey included questions about basic demographic characteristics, roles and mental state of interns during the pandemic, comments on the University's management of medical students. Data were processed using SPSS 25.0 statistical analysis software, the comparison between two groups of data was performed using t-test; the non-normally distributed variables were analyzed using Mann-Whitney U-test, differences between groups were compared using chi-square test for analysis. p < 0.05 was considered statistically significant. RESULTS A total of 191 students completed the survey (response rate 63.67%). The epidemic had a significant psychological impact on students, but most of them believed that participation in clinical work under voluntary, precise protective measures and strict supervision were benefit for their future. Older, married, female, and salaried students are more willing to engage in pandemic-related activities. The biggest challenge of working under the pandemic focused on high working pressure and insufficient protection, the biggest harvest was getting knowledge and accumulating experience. CONCLUSION Circumstances, cultures, outbreaks and strategies for coping with COVID-19 varied around the world. Medical students do not need to be overprotected, participation in pandemic work in an optimized system is acceptable and beneficial to their career plan. Medical education should focus on improving the social status of infectious diseases and cultivating future doctors with awareness of epidemic prevention and control.
Collapse
Affiliation(s)
- Fenghua Qian
- Department of Education and Training, China-Japan Union Hospital, Jilin University, Changchun, People’s Republic of China
| | - Shanshan Zhang
- Department of Gastroenterology & Hepatology, China-Japan Union Hospital, Jilin University, Changchun, People’s Republic of China
| | - Deepali M Patel
- Department of Gastroenterology & Hepatology, China-Japan Union Hospital, Jilin University, Changchun, People’s Republic of China
| | - Yifang Li
- Department of Gastroenterology & Hepatology, China-Japan Union Hospital, Jilin University, Changchun, People’s Republic of China
| | - Jian Jiao
- Department of Gastroenterology & Hepatology, China-Japan Union Hospital, Jilin University, Changchun, People’s Republic of China
| |
Collapse
|
5
|
Wang C, Yan S, Jiang H, Guo Y, Gan Y, Lv C, Lu Z. Socio-demographic characteristics, lifestyles, social support quality and mental health in college students: a cross-sectional study. BMC Public Health 2022; 22:1583. [PMID: 35987998 PMCID: PMC9392273 DOI: 10.1186/s12889-022-14002-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 08/08/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Mental health problems are important public health issues among college students and are associated with various social factors. However, these influencing factors were scarcely summarized in Chinese college students comprehensively. This study aims to assess the associations between socio-demographic characteristics, lifestyles, social support quality (SSQ) and mental health among Chinese college students .
Methods
A cross-sectional study was conducted in Wuhan, China, from October 2017 to February 2018. College students from 18 colleges or universities were randomly recruited using multi-stage cluster sampling method. The Multidimensional Scale of Perceived Social Support scale and 12-items General Health Questionnaire were used to estimate students’ SSQ and mental health statuses, respectively. Logistic regression analysis was used to evaluate the associations between socio-demographic characteristics, lifestyles, SSQ and mental health problems.
Results
A total of 10,676 college students were included. Among them, 21.4% were identified as having possible mental health problems. Students being a female, aged 18–22 years old, whose mother held college degrees and above, and drinking alcohol were more likely to have mental health problems (P < 0.05). Contrarily, having general or higher household economic levels, work-rest regularly, and sleeping ≥ 7 h were preventive factors (P < 0.05). Especially, a decreasing trend in the risk of having mental health problems with the improvement of SSQ was identified.
Conclusion
Besides socio-demographic and lifestyle factors, social support is a critical factor for mental health among college students. Improving SSQ, especially which from the family, could be an effective method to prevent mental health problems among college students.
Collapse
|
6
|
Anwer S, Li H, Antwi-Afari MF, Shaphe MA, Alghadir A, Wong AYL. Evaluation of Sleep Habits, Generalized Anxiety, Perceived Stress, and Research Outputs Among Postgraduate Research Students in Hong Kong During the Coronavirus (COVID-19) Pandemic. J Multidiscip Healthc 2021; 14:3135-3149. [PMID: 34795486 PMCID: PMC8593900 DOI: 10.2147/jmdh.s325479] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 09/30/2021] [Indexed: 12/23/2022] Open
Abstract
Purpose The current study aimed to evaluate the impact of coronavirus (COVID-19) pandemic on sleep hygiene, anxiety levels, perceived stress, and research output among postgraduate research students in Hong Kong. Methods An online survey was developed and distributed to Hong Kong postgraduate research students. The sleep hygiene, anxiety levels, and perceived stress during the outbreak of COVID-19 were assessed. Questions about COVID-19’s impact on research outputs were asked. Results A total of 108 (response rate, 72%) full-time postgraduate students (PhD, 64%; M Phil, 8%; and Masters, 28%) participated. Approximately 83% of students reported poor sleep hygiene. Similarly, nearly 76% of students reported mild to severe levels of self-perceived anxiety levels. Most of the respondents (89%) expressed a moderate level of perceived stress. Sleep hygiene scores were moderately associated with anxiety levels (r = 0.384, p < 0.01) and perceived stress scores (r = 0.423, p < 0.01). Perceived stress was strongly correlated with anxiety levels (r = 0.601, p < 0.01). A hierarchical regression analysis revealed a significant association between respondents’ ethnicity (B = −0.923, p = 0.003), past medical history (such as hypertension, diabetes, and musculoskeletal disorders) (B = 1.112, p = 0.005), or poor sleep hygiene (B = 0.259, p = 0.000) and high levels of perceived stress. Additionally, prior medical history (such as hypertension, diabetes, and musculoskeletal disorders) (B = 1.957, p = 0.001) and poor sleep hygiene (B = 0.312, p = 0.000) were found to be strongly related to anxiety levels among postgraduate research students. Conclusion This is the first study that highlights poor sleep hygiene, moderate-to-severe levels of anxiety, and perceived stress during the COVID-19 pandemic in postgraduate research students in Hong Kong. These findings will help educators to prepare strategies to alleviate the stress and psychological problems in postgraduate students.
Collapse
Affiliation(s)
- Shahnawaz Anwer
- Rehabilitation Research Chair, College of Applied Medical Science, King Saud University, Riyadh, Saudi Arabia.,Department of Building and Real Estate, Faculty of Construction and Environment, Hong Kong Polytechnic University, Kowloon, Hong Kong Special Administrative Region
| | - Heng Li
- Department of Building and Real Estate, Faculty of Construction and Environment, Hong Kong Polytechnic University, Kowloon, Hong Kong Special Administrative Region
| | - Maxwell Fordjour Antwi-Afari
- Department of Civil Engineering, College of Engineering and Physical Sciences, Aston University, Birmingham, B4 7ET, UK
| | - Mohammad Abu Shaphe
- Department of Physical Therapy, College of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia
| | - Ahmad Alghadir
- Rehabilitation Research Chair, College of Applied Medical Science, King Saud University, Riyadh, Saudi Arabia
| | - Arnold Y L Wong
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Kowloon, Hong Kong Special Administrative Region
| |
Collapse
|
7
|
Malik M, Javed S. Perceived stress among university students in Oman during COVID-19-induced e-learning. MIDDLE EAST CURRENT PSYCHIATRY 2021. [PMCID: PMC8331211 DOI: 10.1186/s43045-021-00131-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Background Higher education institutions across the world moved to e-learning in response to the disruptions caused by the pandemic. While e-learning has an advantage for students that they can attend to their courses from anywhere at their convenience, yet the sudden disruptive shift to e-learning during the pandemic saw students facing many challenges, which had strong ability to induce mental health issues among the students. This study aimed at examining the impact of COVID-19-induced e-learning on the university students’ stress perceptions in Oman. Results A total of 966 usable responses were received. The results showed that 96.9% (moderate stress = 82.5% and high stress = 14.4%) reported having experienced stress through e-learning during COVID-19. The results further indicated that there was a significant negative correlation between perceived stress and the students’ academic performance. The family support and institutional support were observed to have a significant effect on students’ stress perception. Conclusions Students are away from the physical campuses over a year now, continuing their courses and programs online. The numerous challenges they are facing through e-learning, together with the prevailing uncertainty, have intensified stress among them. The continued stress over time will not only affect their academic performance, but their mental and physical health as well, as the stress has proven to be one of the major causes of various physical and mental disorders. While e-learning seems to emerge as a new normal, the students require proper attention, help, and support from their families and institutions. The institutions should revisit their online courses and program delivery mechanisms, methods, and practices to ensure that students are not over stressed.
Collapse
|
8
|
Garg S, Chauhan A, Singh S, Bansal K. Determinants of depression and its associated coping mechanisms among college students confined during COVID-19 Lockdown: A cross-sectional e-survey in India. ARCHIVES OF MEDICINE AND HEALTH SCIENCES 2021. [DOI: 10.4103/amhs.amhs_336_20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
|
9
|
Islam MA, Barna SD, Raihan H, Khan MNA, Hossain MT. Depression and anxiety among university students during the COVID-19 pandemic in Bangladesh: A web-based cross-sectional survey. PLoS One 2020; 15:e0238162. [PMID: 32845928 PMCID: PMC7449469 DOI: 10.1371/journal.pone.0238162] [Citation(s) in RCA: 289] [Impact Index Per Article: 57.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Accepted: 08/11/2020] [Indexed: 12/15/2022] Open
Abstract
The purpose of this study was to investigate the prevalence of depression and anxiety among Bangladeshi university students during the COVID-19 pandemic. It also aimed at identifying the determinants of depression and anxiety. A total of 476 university students living in Bangladesh participated in this cross-sectional web-based survey. A standardized e-questionnaire was generated using the Google Form, and the link was shared through social media-Facebook. The information was analyzed in three consecutive levels, such as univariate, bivariate, and multivariate analysis. Students were experiencing heightened depression and anxiety. Around 15% of the students reportedly had moderately severe depression, whereas 18.1% were severely suffering from anxiety. The binary logistic regression suggests that older students have greater depression (OR = 2.886, 95% CI = 0.961-8.669). It is also evident that students who provided private tuition in the pre-pandemic period had depression (OR = 1.199, 95% CI = 0.736-1.952). It is expected that both the government and universities could work together to fix the academic delays and financial problems to reduce depression and anxiety among university students.
Collapse
Affiliation(s)
- Md. Akhtarul Islam
- Statistics Discipline, Science, Engineering and Technology (SET) School, Khulna University, Khulna, Bangladesh
| | - Sutapa Dey Barna
- Statistics Discipline, Science, Engineering and Technology (SET) School, Khulna University, Khulna, Bangladesh
| | - Hasin Raihan
- Statistics Discipline, Science, Engineering and Technology (SET) School, Khulna University, Khulna, Bangladesh
| | - Md. Nafiul Alam Khan
- Statistics Discipline, Science, Engineering and Technology (SET) School, Khulna University, Khulna, Bangladesh
| | - Md. Tanvir Hossain
- Sociology Discipline, Social Science School, Khulna University, Khulna, Bangladesh
| |
Collapse
|