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Mendonca FAC, Keller J, Albelo JD. Sleep quality and stress: An investigation of collegiate aviation pilots. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2025; 73:763-772. [PMID: 37530754 DOI: 10.1080/07448481.2023.2237598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 05/25/2023] [Accepted: 07/09/2023] [Indexed: 08/03/2023]
Abstract
Objective: To investigate collegiate aviation pilots' quality of sleep and psychological distress levels. Participants: Collegiate aviation pilots from a Code of Federal Regulations Part 141 four-year degree-awarding university in central Florida (N = 192). Method: The Pittsburgh Sleepiness Quality Index and the Kessler Psychological Distress Scale were utilized to assess the participants' subjective quality sleep and psychological distress levels, respectively. A Spearman's rank-order correlation was run to assess the relationship between quality sleep and distress levels in collegiate aviation student pilots. Results: The prevalence of poor sleep quality among the collegiate aviation pilots was 69%. Mild or severe psychological distress was experienced by 32% (n = 61) of the pilots. There was a strong, positive association between quality sleep and psychological distress (rs (192) = .716, p < .05). Conclusion: Results suggested collegiate aviation programs should promote explicit strategies for students to improve their sleep habits and well-being.
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Affiliation(s)
- Flavio A C Mendonca
- Aeronautical Science, Embry-Riddle Aeronautical University, Daytona Beach, Florida, USA
| | - Julius Keller
- School of Aviation, Purdue University, West Lafayette, Indiana, USA
| | - Jorge D Albelo
- Aeronautical Science, Embry-Riddle Aeronautical University, Daytona Beach, Florida, USA
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Calderon A, Baik SY, Ng MHS, Fitzsimmons-Craft EE, Eisenberg D, Wilfley DE, Taylor CB, Newman MG. Machine learning and Bayesian network analyses identifies associations with insomnia in a national sample of 31,285 treatment-seeking college students. BMC Psychiatry 2024; 24:656. [PMID: 39367432 PMCID: PMC11452987 DOI: 10.1186/s12888-024-06074-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 09/11/2024] [Indexed: 10/06/2024] Open
Abstract
BACKGROUND A better understanding of the relationships between insomnia and anxiety, mood, eating, and alcohol-use disorders is needed given its prevalence among young adults. Supervised machine learning provides the ability to evaluate which mental disorder is most associated with heightened insomnia among U.S. college students. Combined with Bayesian network analysis, probable directional relationships between insomnia and interacting symptoms may be illuminated. METHODS The current exploratory analyses utilized a national sample of college students across 26 U.S. colleges and universities collected during population-level screening before entering a randomized controlled trial. We used a 4-step statistical approach: (1) at the disorder level, an elastic net regularization model examined the relative importance of the association between insomnia and 7 mental disorders (major depressive disorder, generalized anxiety disorder, social anxiety disorder, panic disorder, post-traumatic stress disorder, anorexia nervosa, and alcohol use disorder); (2) This model was evaluated within a hold-out sample. (3) at the symptom level, a completed partially directed acyclic graph (CPDAG) was computed via a Bayesian hill-climbing algorithm to estimate potential directionality among insomnia and its most associated disorder [based on SHAP (SHapley Additive exPlanations) values)]; (4) the CPDAG was then tested for generalizability by assessing (in)equality within a hold-out sample using structural hamming distance (SHD). RESULTS Of 31,285 participants, 20,597 were women (65.8%); mean (standard deviation) age was 22.96 (4.52) years. The elastic net model demonstrated clinical significance in predicting insomnia severity in the training sample [R2 = .44 (.01); RMSE = 5.00 (0.08)], with comparable performance in the hold-out sample (R2 = .33; RMSE = 5.47). SHAP values indicated that the presence of any mental disorder was associated with higher insomnia scores, with major depressive disorder as the most important disorder associated with heightened insomnia (mean |SHAP|= 3.18). The training CPDAG and hold-out CPDAG (SHD = 7) suggested depression symptoms presupposed insomnia with depressed mood, fatigue, and self-esteem as key parent nodes. CONCLUSION These findings provide insights into the associations between insomnia and mental disorders among college students and warrant further investigation into the potential direction of causality between insomnia and depression. TRIAL REGISTRATION Trial was registered on the National Institute of Health RePORTER website (R01MH115128 || 23/08/2018).
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Affiliation(s)
- Adam Calderon
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA.
| | - Seung Yeon Baik
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
| | - Matthew H S Ng
- Rehabilitation Research Institute of Singapore, Nanyang Technological University, Singapore, Singapore
| | | | - Daniel Eisenberg
- Department of Health Policy and Management, University of California-Los Angeles, Los Angeles, CA, USA
| | - Denise E Wilfley
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - C Barr Taylor
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
- Center for m2Health, Palo Alto University, Los Altos, CA, USA
| | - Michelle G Newman
- Department of Psychology, The Pennsylvania State University, University Park, PA, USA
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Calderon A, Baik SY, Ng MHS, Fitzsimmons-Craft EE, Eisenberg D, Wilfley DE, Taylor CB, Newman MG. Machine Learning and Bayesian Network Analyses Identifies Psychiatric Disorders and Symptom Associations with Insomnia in a national sample of 31,285 Treatment-Seeking College Students. RESEARCH SQUARE 2024:rs.3.rs-3944417. [PMID: 38464303 PMCID: PMC10925462 DOI: 10.21203/rs.3.rs-3944417/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Background A better understanding of the structure of relations among insomnia and anxiety, mood, eating, and alcohol-use disorders is needed, given its prevalence among young adults. Supervised machine learning provides the ability to evaluate the discriminative accuracy of psychiatric disorders associated with insomnia. Combined with Bayesian network analysis, the directionality between symptoms and their associations may be illuminated. Methods The current exploratory analyses utilized a national sample of college students across 26 U.S. colleges and universities collected during population-level screening before entering a randomized controlled trial. Firstly, an elastic net regularization model was trained to predict, via repeated 10-fold cross-validation, which psychiatric disorders were associated with insomnia severity. Seven disorders were included: major depressive disorder, generalized anxiety disorder, social anxiety disorder, panic disorder, post-traumatic stress disorder, anorexia nervosa, and alcohol use disorder. Secondly, using a Bayesian network approach, completed partially directed acyclic graphs (CPDAG) built on training and holdout samples were computed via a Bayesian hill-climbing algorithm to determine symptom-level interactions of disorders most associated with insomnia [based on SHAP (SHapley Additive exPlanations) values)] and were evaluated for stability across networks. Results Of 31,285 participants, 20,597 were women (65.8%); mean (standard deviation) age was 22.96 (4.52) years. The elastic net model demonstrated clinical significance in predicting insomnia severity in the training sample [R2 = .449 (.016); RMSE = 5.00 [.081]), with comparable performance in accounting for variance explained in the holdout sample [R2 = .33; RMSE = 5.47). SHAP indicated the presence of any psychiatric disorder was associated with higher insomnia severity, with major depressive disorder demonstrated to be the most associated disorder. CPDAGs showed excellent fit in the holdout sample and suggested that depressed mood, fatigue, and self-esteem were the most important depression symptoms that presupposed insomnia. Conclusion These findings offer insights into associations between psychiatric disorders and insomnia among college students and encourage future investigation into the potential direction of causality between insomnia and major depressive disorder. Trial registration Trial may be found on the National Institute of Health RePORTER website: Project Number: R01MH115128-05.
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Affiliation(s)
| | | | - Matthew H S Ng
- Nanyang Technological University, Rehabilitation Research Institute of Singapore
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Dachew BA, Bifftu BB, Tiruneh BT, Anlay DZ, Wassie MA. Prevalence of mental distress and associated factors among university students in Ethiopia: a meta-analysis. J Ment Health 2022; 31:851-858. [PMID: 31250685 DOI: 10.1080/09638237.2019.1630717] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
BACKGROUND Mental distress is an important public health problem and is becoming common health problems among university students. AIMS This study aimed to provide a pooled prevalence of mental distress and associated factors among university students in Ethiopia. METHOD We systematically searched PubMed, EMBASE and PsycINFO databases. A further search was performed at Google Scholar search engine for additional studies. All observational studies reporting the prevalence of mental distress and/or associated factors among university students in Ethiopia were included. Pooled prevalence with 95% confidence interval (95% CI) were calculated using random effects and quality effects models. Subgroup and sensitivity analyses were performed. Heterogeneity between studies and evidence of publication bias were assessed. RESULTS The pooled prevalence of mental distress was 35% (95% CI; 28%-43%). Being female, participating in religious programmes, having close friends, experiencing financial distress, alcohol use, khat use, conflict with friends, lack of interest in their field of study and a family history of mental illness were factors associated with mental distress among students. We found significant heterogeneity, but no evidence of publication bias. CONCLUSIONS More than one third of university students in Ethiopia have suffered with mental distress. The finding provides evidence that university students are at risk population for mental health problems and suggests the need for early intervention to prevent severe mental illness.
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Affiliation(s)
- Berihun Assefa Dachew
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Brhanu Boru Bifftu
- School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Bewket Tadesse Tiruneh
- School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Degefaye Zelalem Anlay
- School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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Babicki M, Piotrowski P, Mastalerz-Migas A. Assessment of Insomnia Symptoms, Quality of Life, Daytime Sleepiness, and Psychoactive Substance Use among Polish Students: A Cross-Sectional Online Survey for Years 2016–2021 before and during COVID-19 Pandemic. J Clin Med 2022; 11:jcm11082106. [PMID: 35456199 PMCID: PMC9026410 DOI: 10.3390/jcm11082106] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 03/29/2022] [Accepted: 04/07/2022] [Indexed: 12/21/2022] Open
Abstract
Sleep disorders are a serious health problem worldwide, and insomnia is their most common manifestation. An increasing number of people have insomnia every year, young adults, especially. Due to the importance that sleep has in almost every aspect of our lives, the need to monitor disturbances in circadian rhythms has arisen. Therefore, this study aimed to assess the prevalence of sleep disorders among Polish students, including their quality of life (QOL) and drug use patterns. The study also investigated associations between sleep, QoL, and drug use. The study was conducted in 2016–2021 based on the self-made sociodemographic questionnaire, as well as standardized psychometric tools: Athens Insomnia Scale (AIS), Epworth Sleepiness Scale (ESS), and Manchester Short Assessment of quality of life (MANSA). A total of 14,844 students participated in the study. The majority were women (80.7%), of which 3425 (23.1%) were medical students, with the most numerous representing medical and dental faculties, 1884 (57.2%). Before the COVID-19 pandemic, 52.1% of the surveys were collected; 54.1% of respondents had insomnia as indicated by the AIS scores, and 26.1% displayed sleepiness during the day. Female students, the first-year college students, more often suffered from sleep disorders. Drug use was widespread among Polish students, correlating with sleep assessment results and QoL. In conclusion, sleep disorders are a significant clinical problem among Polish students. Female and junior students’ years are more prone to sleep deprivation. Insufficient sleep can be associated with a lower QoL score and psychoactive substance use. The effects of the COVID-19 pandemic on sleep are not conclusive, because there was decreasing quality for longer sleep durations. In order to analyze these associations, there is a need for further in-depth study.
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Affiliation(s)
- Mateusz Babicki
- Department of Family Medicine, Wroclaw Medical University, 51-141 Wroclaw, Poland; (M.B.); (A.M.-M.)
| | - Patryk Piotrowski
- Section of Epidemiology and Social Psychiatry, Department and Clinic of Psychiatry, Wroclaw Medical University, 50-367 Wroclaw, Poland
- Division of Consultation Psychiatry and Neuroscience, Wroclaw Medical University, 50-367 Wroclaw, Poland
- Correspondence: ; Tel.: +48-71-784-16-52
| | - Agnieszka Mastalerz-Migas
- Department of Family Medicine, Wroclaw Medical University, 51-141 Wroclaw, Poland; (M.B.); (A.M.-M.)
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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.
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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
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Mayhew SH, Kyamusugulwa PM, Kihangi Bindu K, Richards P, Kiyungu C, Balabanova D. Responding to the 2018-2020 Ebola Virus Outbreak in the Democratic Republic of the Congo: Rethinking Humanitarian Approaches. Risk Manag Healthc Policy 2021; 14:1731-1747. [PMID: 33953623 PMCID: PMC8092619 DOI: 10.2147/rmhp.s219295] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 03/20/2021] [Indexed: 11/23/2022] Open
Abstract
The Democratic Republic of Congo (DRC) presents a challenging context in which to respond to public health crises. Its 2018-2020 Ebola outbreak was the second largest in history. Lessons were known from the previous West African outbreak. Chief among these was the recognition that local action and involvement are key to establishing effective epidemic-response. It remains unclear whether and how this was achieved in DRC's Ebola response. Additionally, there is a lack of scholarship on how to build resilience (the ability to adapt or transform under pressure) in crisis-response. In this article, we critically review literature to examine evidence on whether and how communities were involved, trust built, and resilience strengthened through adaptation or transformation of DRC's 2018-2020 Ebola response measures. Overall, we found limited evidence that the response adapted to engage and involve local actors and institutions or respond to locally expressed concerns. When adaptations occurred, they were shaped by national and international actors rather than enabling local actors to develop locally trusted initiatives. Communities were "engaged" to understand their perceptions but were not involved in decision-making or shaping responses. Few studies documented how trust was built or analyzed power dynamics between different groups in DRC. Yet, both these elements appear to be critical in building effective, resilient responses. These failures occurred because there was no willingness by the national government or international agencies to concede decision-making power to local people. Emergency humanitarian response is entrenched in highly medicalized, military style command and control approaches which have no space for decentralizing decision-making to "non-experts". To transform humanitarian responses, international responders can no longer be regarded as "experts" who own the knowledge and control the response. To successfully tackle future humanitarian crises requires a transformation of international humanitarian and emergency response systems such that they are led, or shaped, through inclusive, equitable collaboration with local actors.
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Affiliation(s)
- Susannah H Mayhew
- Department of Global Health and Development, London School of Hygiene & Tropical Medicine, London, UK
| | - Patrick Milabyo Kyamusugulwa
- Bukavu Medical University College/Institut Supérieur des Techniques Médicales de Bukavu (ISTM-Bukavu), Bukavu, Eastern Democratic Republic of Congo
| | - Kennedy Kihangi Bindu
- Centre de Recherche sur la Démocratie et le Développement en Afrique (CREDDA), Université Libre des Pays des Grands Lacs, Goma, Democratic Republic of Congo
| | - Paul Richards
- School of Environmental Sciences, Njala University, Freetown, Sierra Leone
| | - Cyrille Kiyungu
- Hygiene, State Administration, Kikwit, Democratic Republic of Congo
| | - Dina Balabanova
- Department of Global Health and Development, London School of Hygiene & Tropical Medicine, London, UK
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Ma Y, Siu AF. Dispositional mindfulness and mental health in Hong Kong college students: The mediating roles of decentering and self‐acceptance. AUSTRALIAN JOURNAL OF PSYCHOLOGY 2020. [DOI: 10.1111/ajpy.12269] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
- Ying Ma
- School of Education, Shaanxi Normal University, Xi'an, China,
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Montagni I, Qchiqach S, Pereira E, Tully PJ, Tzourio C. Sex-specific associations between sleep and mental health in university students: a large cross-sectional study. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2020; 68:278-285. [PMID: 30615574 DOI: 10.1080/07448481.2018.1546183] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Revised: 10/11/2018] [Accepted: 11/03/2018] [Indexed: 06/09/2023]
Abstract
Objective: To examine the associations between sleep problems and mental health dimensions in university students, and the effect of sex on these associations. Participants: Self-reported survey data from 3,483 students aged 18-30 years was drawn from a larger web-based study (i-Share) conducted in France in the years 2013-2017. Methods: We performed logistic regression analyses stratified by sex using insufficient sleep duration, poor sleep quality, difficulty initiating sleep and excessive daytime sleepiness, in relation with stress, self-esteem, depression and anxiety. Results: All sleep problems were strongly associated with all mental health dimensions, particularly anxiety, in female students. Sleep and mental health problems were also associated in male students, with the exception of low self-esteem, but odds ratios were lower than for female students. Conclusions: Present findings warrant attention to propose early interventions targeting sleep and mental health in the university setting taking sex into account.
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Affiliation(s)
- Ilaria Montagni
- Bordeaux Population Health Research Center, Team HEALTHY, UMR 1219, Univ. Bordeaux, Inserm, Bordeaux, France
| | - Sarah Qchiqach
- Bordeaux Population Health Research Center, Team HEALTHY, UMR 1219, Univ. Bordeaux, Inserm, Bordeaux, France
| | - Edwige Pereira
- Bordeaux Population Health Research Center, Team HEALTHY, UMR 1219, Univ. Bordeaux, Inserm, Bordeaux, France
| | - Phillip J Tully
- Centre for Men's Health, University of Adelaide, Adelaide, Australia
| | - Christophe Tzourio
- Bordeaux Population Health Research Center, Team HEALTHY, UMR 1219, Univ. Bordeaux, Inserm, Bordeaux, France
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Mental Health Issues and Psychological Factors in Athletes: Detection, Management, Effect on Performance, and Prevention: American Medical Society for Sports Medicine Position Statement. Clin J Sport Med 2020; 30:e61-e87. [PMID: 32000169 DOI: 10.1097/jsm.0000000000000817] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The American Medical Society for Sports Medicine convened a panel of experts to provide an evidence-based, best practices document to assist sports medicine physicians and other members of the athletic care network with the detection, treatment, and prevention of mental health issues in competitive athletes. This statement discusses how members of the sports medicine team, including team physicians, athletic trainers, and mental health providers, work together in providing comprehensive psychological care to athletes. It specifically addresses psychological factors in athletes including personality issues and the psychological response to injury and illness. The statement also examines the athletic culture and environmental factors that commonly impact mental health, including sexuality and gender issues, hazing, bullying, sexual misconduct, and transition from sport. Specific mental health disorders in athletes, such as eating disorders/disordered eating, depression and suicide, anxiety and stress, overtraining, sleep disorders, and attention-deficit/hyperactivity disorder, are reviewed with a focus on detection, management, the effect on performance, and prevention. This document uses the Strength of Recommendation Taxonomy (SORT) to grade level of evidence.
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Khaksarian M, Behzadifar M, Behzadifar M, Jahanpanah F, Guglielmi O, Garbarino S, Lanteri P, Re TS, Zerbetto R, Maldonado Briegas JJ, Riccò M, Bragazzi NL. Sleep Disturbances Rate among Medical and Allied Health Professions Students in Iran: Implications from a Systematic Review and Meta-Analysis of the Literature. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:1011. [PMID: 32033482 PMCID: PMC7037918 DOI: 10.3390/ijerph17031011] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/01/2020] [Revised: 01/27/2020] [Accepted: 02/03/2020] [Indexed: 01/23/2023]
Abstract
Medicine and healthcare professions are prestigious and valued careers and, at the same time, demanding, challenging, and arduous jobs. Medical and allied health professions students, experiencing a stressful academic and clinical workload, may suffer from sleep disturbances. In Iran, several studies have been conducted to explore the prevalence rate among medical and healthcare professions students. The aim of this systematic review and meta-analysis was to quantitatively and rigorously summarize the existing scholarly literature, providing the decision- and policy-makers and educators with an updated, evidence-based synthesis. Only studies utilizing a reliable psychometric instrument, such as the Pittsburgh sleep quality index (PSQI), were included, in order to have comparable measurements and estimates. Seventeen investigations were retained in the present systematic review and meta-analysis, totaling a sample of 3586 students. Studies were conducted between 2008 and 2018 and reported an overall rate of sleep disturbances of 58% (95% confidence interval or CI 45-70). No evidence of publication bias could be found, but formal analyses on determinants of sleep disturbances could not be run due to the dearth of information that could be extracted from studies. Poor sleep is highly prevalent among Iranian medical and healthcare professions students. Based on the limitations of the present study, high-quality investigations are urgently needed to better capture the determinants of poor sleep quality among medical and healthcare professions students, given the importance and the implications of such a topic.
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Affiliation(s)
- Mojtaba Khaksarian
- Razi Herbal Medicines Research Center & Physiology Department, Lorestan University of Medical Sciences, Khorramabad 6814993165, Iran;
| | - Masoud Behzadifar
- Social Determinants of Health Research Center, Lorestan University of Medical Sciences, Khorramabad 6813833946, Iran; (M.B.); (F.J.)
| | - Meysam Behzadifar
- Health Management and Economics Research Center, Iran University of Medical Sciences, Tehran 1449614535, Iran;
| | - Firuzeh Jahanpanah
- Social Determinants of Health Research Center, Lorestan University of Medical Sciences, Khorramabad 6813833946, Iran; (M.B.); (F.J.)
| | - Ottavia Guglielmi
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, 16132 Genoa, Italy; (O.G.); (S.G.)
| | - Sergio Garbarino
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, 16132 Genoa, Italy; (O.G.); (S.G.)
| | - Paola Lanteri
- Neurophysiopathology Centre, Department of Diagnostics and Applied Technology, Fondazione IRCCS, Istituto Neurologico “C. Besta”, 20133 Milan, Italy;
| | - Tania Simona Re
- UNESCO Chair “Health Anthropology Biosphere and Healing Systems”, University of Genoa, 16132 Genoa, Italy;
- GESTALT Study Center (CSTG), 20129 Milano, Italy;
- Department of Psychology and Sociology of Education, University of Extremadura, 06006 Badajoz, Spain;
| | | | | | - Matteo Riccò
- Azienda USL-IRCCS di Reggio Emilia, Dipartimento di Sanità Pubblica, Servizio di Prevenzione e Sicurezza degli Ambienti di lavoro (Department of Public Health, Occupational Health and Safety Services), 42122 Reggio Emilia, Italy;
| | - Nicola Luigi Bragazzi
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, 16132 Genoa, Italy; (O.G.); (S.G.)
- UNESCO Chair “Health Anthropology Biosphere and Healing Systems”, University of Genoa, 16132 Genoa, Italy;
- GESTALT Study Center (CSTG), 20129 Milano, Italy;
- Department of Psychology and Sociology of Education, University of Extremadura, 06006 Badajoz, Spain;
- Postgraduate School of Public Health, Department of Health Sciences (DISSAL), University of Genoa, 16132 Genoa, Italy
- Department of Mathematics and Statistics, Laboratory for Industrial and Applied Mathematics (LIAM), York University, Toronto, ON M3J 1P3, Canada
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Prevalence of Common Mental Disorder and Its Association with Khat Chewing among Ethiopian College Students: A Systematic Review and Meta-Analysis. PSYCHIATRY JOURNAL 2020; 2020:1462141. [PMID: 31970194 PMCID: PMC6969648 DOI: 10.1155/2020/1462141] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 12/06/2019] [Indexed: 12/11/2022]
Abstract
Background Mental disorder is a global burden that affects all groups of people. Young people, particularly college/university students, are more vulnerable to common mental disorders than the general population. Thus, students may use khat to gain immediate relief from their psychological distress which may worsen again after longer time of chewing. In Ethiopia, there are studies showing discrepant and inconsistent results of common mental disorder among college/university students. Therefore, this review sought to determine the prevalence of common mental disorder and its association with khat chewing among Ethiopian college/university students. Methods Different kinds of literature were searched from the databases of Google Scholar, PubMed/Medline, ScienceDirect, and PsycINFO. A total of 10 primary studies which report the prevalence of common mental disorder among Ethiopian college/university students were included in the review. The data were extracted using a standardized data extraction format prepared in Microsoft Excel. STATA version 14 statistical software was used for analysis. Cochran's Q test statistics and I 2 test were used to assess heterogeneity. A random effects meta-analysis model was used to estimate the pooled prevalence of common mental disorder due to the variability of the studies. Lastly, the association between common mental disorder and khat chewing was conducted. Results The pooled prevalence of common mental disorder among Ethiopian college/university students was 37.73% (95% CI: 30.43, 45.03). The subgroup analysis showed the highest [51.9% (95% CI: 30.19, 73.70)] and lowest [33.28% (95% CI: 19.95, 46.60)] prevalences of common mental disorder among Ethiopian college/university students found in Amhara and South Nation Nationality and People regions, respectively. The pooled effect (odds ratio) of khat chewing on common mental disorder was 2.01 (95% CI: 1.38, 2.95). Conclusions In our review, it is found that more than one-third of college/university students suffered from common mental disorder. Khat chewers were found to be twofolds more vulnerable to develop common mental disorder than nonchewers.
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Manzar MD, Noohu MM, Salahuddin M, Nureye D, Albougami A, Spence DW, Pandi-Perumal SR, Bahammam AS. Insomnia Symptoms and Their Association with Anxiety and Poor Sleep Hygiene Practices Among Ethiopian University Students. Nat Sci Sleep 2020; 12:575-582. [PMID: 32884384 PMCID: PMC7438178 DOI: 10.2147/nss.s246994] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 07/15/2020] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE There is a paucity of research evidence available regarding the impact of anxiety and sleep hygiene on insomnia and related sleep complaints among collegiate students in lower-income countries. The purpose of this study was to investigate if insomnia and insomnia-related sleep complaints are associated with anxiety, age, and sleep hygiene practices among a sample of university students in Ethiopia. DESIGN MEASURES SETTING AND PARTICIPANTS The participants were young adults (n=525; mean age 21.5 ± 3.0 years; mean BMI of 20.7 ± 2.7kg/m2). Young collegiate adults at Mizan-Tepi University in southwestern Ethiopia were randomly selected to participate in this cross-sectional study. The measures included the Leeds Sleep Evaluation Questionnaire-Mizan (LSEQ-M), the Generalized Anxiety Disorder-7 Scale (GAD-7), and the Sleep Hygiene Index (SHI). Descriptive statistics, binary logistic regression, and multiple linear regressions were used. RESULTS Insomnia was associated with young age group (≤25 years) (odds ratio (OR) = 2.20, 95% confidence interval (CI) 1.04-4.66), higher GAD-7 (anxiety) (OR = 1.05, 95% CI 1.0-1.10) and SHI (poor sleep hygiene) (OR = 1.15, 95% CI 1.05-1.26) scores. All four insomnia-related sleep complaints were associated with increasing GAD-7 scores, as well as higher SHI scores (p<0.001). CONCLUSION Insomnia was associated with younger age group (≤25 years), higher anxiety level, and poor sleep hygiene. Four major sleep complaints in insomnia, ie, sleep onset problems, poor sleep quality, awakening problems, and daytime disturbances, were all associated with higher anxiety levels and poor sleep hygiene.
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Affiliation(s)
- Md Dilshad Manzar
- Department of Nursing, College of Applied Medical Sciences, Majmaah University, Al Majmaah, Saudi Arabia
| | - Majumi M Noohu
- Centre for Physiotherapy and Rehabilitation Sciences, Jamia Milia Islamia, New Delhi, India
| | - Mohammed Salahuddin
- Mizan-Tepi University, Mizan-Aman, Ethiopia.,Department of Bio-Molecular Sciences, Pharmacology Division, University of Mississippi, Oxford, MS, USA
| | | | - Abdulrhman Albougami
- Department of Nursing, College of Applied Medical Sciences, Majmaah University, Al Majmaah, Saudi Arabia
| | | | | | - Ahmed S Bahammam
- The University Sleep Disorders Center, College of Medicine, King Saud University, Riyadh, Saudi Arabia.,The Strategic Technologies Program of the National Plan for Sciences and Technology and Innovation in Saudi Arabia (MED511-02-08), Riyadh, Saudi Arabia
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14
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Manzar MD, Bekele BB, Noohu MM, Salahuddin M, Albougami A, Spence DW, Pandi-Perumal SR, Bahammam AS. Prevalence of poor sleep quality in the Ethiopian population: a systematic review and meta-analysis. Sleep Breath 2019; 24:709-716. [PMID: 31183743 DOI: 10.1007/s11325-019-01871-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 05/07/2019] [Accepted: 05/24/2019] [Indexed: 01/11/2023]
Abstract
BACKGROUND Only a limited amount of data is available from lower-income countries regarding the prevalence of poor quality of sleep. This meta-analysis of the scientific literature was performed to estimate the pooled prevalence of poor sleep quality in the Ethiopian population. METHODS The study protocol followed was the Preferred Reporting of Items for Systematic Review and meta-analysis (PRISMA) statement. RESULTS The nine studies which met the inclusion criteria provided data based on a total of 9103 participants who were studied at various health and academic institutions. The incidences of self-reported poor sleep quality ranged from 26 to 66.2%. The pooled estimate of poor sleep quality was 53%.There was a high prevalence of reported poor quality of sleep among younger subjects and among those who were studied in community (noninstitutional) settings. CONCLUSION The pooled prevalence of poor sleep quality is quite high among Ethiopians.
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Affiliation(s)
- Md Dilshad Manzar
- Department of Nursing, College of Applied Medical Sciences, Majmaah University, Al Majmaah, 11952, Saudi Arabia
| | - Bayu Begashaw Bekele
- Department of Public Health, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan Aman Street, 260, Mizan-Aman, Ethiopia
| | - Majumi M Noohu
- Centre for Physiotherapy and Rehabilitation Sciences, Jamia Milia Islamia, New Delhi, 110025, India.
| | - Mohammed Salahuddin
- Department of Pharmacy, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan Aman Street, 260, Mizan-Aman, Ethiopia
| | - Abdulrhman Albougami
- Department of Nursing, College of Applied Medical Sciences, Majmaah University, Al Majmaah, 11952, Saudi Arabia
| | | | | | - Ahmed S Bahammam
- The University Sleep Disorders Center, College of Medicine, King Saud University, Box 225503, Riyadh, 11324, Saudi Arabia.,National Plan for Science and Technology, College of Medicine, King Saud University, Riyadh, Saudi Arabia
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Alsulami A, Bakhsh D, Baik M, Merdad M, Aboalfaraj N. Assessment of Sleep Quality and its Relationship to Social Media Use Among Medical Students. MEDICAL SCIENCE EDUCATOR 2019; 29:157-161. [PMID: 34457463 PMCID: PMC8368331 DOI: 10.1007/s40670-018-00650-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
STUDY OBJECTIVES This study attempted to assess sleep quality among medical students and examine the relationship between social network use and sleep quality. METHODS Descriptive cross-sectional study, enrolling medical students of King Abdulaziz University and Batterjee Medical College. The Pittsburgh Sleep Quality Index (PSQI) was used to assess sleep quality. RESULTS Of the 702 medical students who responded to our survey (410 females and 292 males), more than 66% suffered from poor sleep quality. Approximately 92.3% of the surveyed students used electronic devices before they fell asleep, and 88.4% used these devices for social networking purposes. Female students were found to suffer more than male students, and they also reported spending more time on social networking sites before sleeping (p = .006). CONCLUSION This study suggests that students who reported poor sleep spent an average of 64.38 min on social networking sites before sleeping; this duration was negatively associated with medical students' sleep quality.
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Affiliation(s)
| | - Dena Bakhsh
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Maryam Baik
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Malek Merdad
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Nawaf Aboalfaraj
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
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Friedrich A, Claßen M, Schlarb AA. Sleep better, feel better? Effects of a CBT-I and HT-I sleep training on mental health, quality of life and stress coping in university students: a randomized pilot controlled trial. BMC Psychiatry 2018; 18:268. [PMID: 30157894 PMCID: PMC6114783 DOI: 10.1186/s12888-018-1860-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2018] [Accepted: 08/23/2018] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND The SWIS sleep training for university students showed promising results regarding subjective and objective sleep parameters. As sleep disorders and impaired sleep quality are closely related to various aspects of mental health, the current study examines the effects of the SWIS sleep training on mental health in university students. METHODS Fifty six university students (M = 25.84, SD = 5.06) participated in the study, 68% were women. Forty one were randomly assigned to the SWIS treatment (pre-post-follow-up), 15 to a Waiting List Control condition (WLC, pre-post). Besides sleep-related measures, the students completed four online questionnaires measuring mental health, quality of life and stress coping strategies. Effect sizes for the pre-post data were compared between the conditions, long-term effects were calculated with repeated measures ANOVA or Friedman ANOVA. Long-term clinical changes were analyzed with the Reliable Change Index (RCI). RESULTS The pre-post comparisons between SWIS and WLC revealed lower depression scores in both conditions, a better physical state in the SWIS condition and less maladaptive stress coping strategies in the WLC students. The long-term results of SWIS provided significant improvements regarding the students' somatic complaints, reduced anxiety, an improved physical state and a better quality of life with moderate to large effect sizes. Most of the significant improvements occurred between pre- and follow-up measurement. These statistically significant results were also reflected in clinically significant changes from pre- to follow-up-test. CONCLUSIONS SWIS and WLC condition both improved in two mental health variables immediately after the training. These findings may be explained by unspecific treatment expectation effects in the WLC. Interestingly, most mental health outcomes showed significant improvements after 3 months, but not immediately after the training. These positive long-term effects of the SWIS training on mental health indicate that the transfer of strategies might simply need more time to affect the students' mental health. TRIAL REGISTRATION The current study was retrospectively registered at German Clinical Trials Register (ID: DRKS00014338 , registration date: 20.04.2018, enrolment of first participant: 14.04.2015).
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Affiliation(s)
- Anja Friedrich
- Faculty of Psychology and Sports Science, Department of Psychology, Clinical Psychology and Psychotherapy of children and adolescents, Bielefeld University, Universitätsstraße 25, 33615, Bielefeld, Germany.
| | - Merle Claßen
- 0000 0001 0944 9128grid.7491.bFaculty of Psychology and Sports Science, Department of Psychology, Clinical Psychology and Psychotherapy of children and adolescents, Bielefeld University, Universitätsstraße 25, 33615 Bielefeld, Germany
| | - Angelika A. Schlarb
- 0000 0001 0944 9128grid.7491.bFaculty of Psychology and Sports Science, Department of Psychology, Clinical Psychology and Psychotherapy of children and adolescents, Bielefeld University, Universitätsstraße 25, 33615 Bielefeld, Germany
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Perceived Stress Mediates the Associations between Sleep Quality and Symptoms of Anxiety and Depression among College Nursing Students. Int J Nurs Educ Scholarsh 2018; 15:/j/ijnes.2018.15.issue-1/ijnes-2017-0020/ijnes-2017-0020.xml. [DOI: 10.1515/ijnes-2017-0020] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2017] [Accepted: 11/28/2017] [Indexed: 12/20/2022]
Abstract
AbstractMental illnesses, such as anxiety and depression, are top concerns among college students. Poor sleep quality intensifies the risk of mental illnesses. However, the mechanism for the associations between sleep quality and mental illnesses in college students is not well understood. Online surveys were collected with 242 undergraduate nursing students at a public university in the northeast United States. Multivariate linear regression models suggested that poor sleep quality was associated with an increased risk of symptoms of anxiety (β = 1.08, p < 0.01) and depression (β = 1.00, p < 0.01). Perceived stress mediated the association between sleep quality and symptoms of anxiety by 85.3 %, and mediated the association between sleep quality and symptoms of depression by 60.0 %. This study suggested that in addition to sleep promotion, effective interventions to identify unique stressors in nursing students and facilitate the development of appropriate coping strategies are needed to enhance their mental health and well-being.
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Zhang Y, Peters A, Bradstreet J. Relationships among sleep quality, coping styles, and depressive symptoms among college nursing students: A multiple mediator model. J Prof Nurs 2017; 34:320-325. [PMID: 30055687 DOI: 10.1016/j.profnurs.2017.12.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Revised: 12/04/2017] [Accepted: 12/11/2017] [Indexed: 01/10/2023]
Abstract
BACKGROUND Poor sleep quality and depressive symptoms are common among college nursing students, and may be associated with each other. However, the mechanism for this association has not been well understood. PURPOSE The study is to examine the potential mediating role of coping styles in the association between sleep quality and depressive symptoms among college nursing students. METHODS 242 undergraduate nursing students at a public university in the northeast United States completed an online survey delivered through SurveyMonkey® with self-reports of sleep quality, coping styles, and depressive symptoms from October to November 2015. RESULTS Multivariate linear regression models suggested that poor sleep quality was significantly associated with depressive symptoms (β=1.00, p<0.01) in nursing students. The four coping styles (problem engagement, emotion engagement, problem disengagement, and emotion disengagement) together reduced the strength of the association between sleep quality and depressive symptoms by 41%. Specifically, emotion disengagement coping plays an important mediating role in this association. CONCLUSIONS In addition to sleep promotion, effective interventions to facilitate the development of appropriate coping strategies among nursing students are needed to enhance their mental health and well-being.
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Affiliation(s)
- Yuan Zhang
- Susan and Alan Solomont School of Nursing, 113 Wilder Street, University of Massachusetts Lowell, Lowell, MA 01854, United States.
| | - Anya Peters
- Susan and Alan Solomont School of Nursing, 113 Wilder Street, University of Massachusetts Lowell, Lowell, MA 01854, United States
| | - Joseph Bradstreet
- Susan and Alan Solomont School of Nursing, 113 Wilder Street, University of Massachusetts Lowell, Lowell, MA 01854, United States
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Zhang Y, Chernaik M, Hallet K. Relationship Issues Among College Nursing Students: Associations With Stress, Coping, Sleep, and Mental Disorders. TEACHING AND LEARNING IN NURSING 2017. [DOI: 10.1016/j.teln.2017.06.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Haile YG, Alemu SM, Habtewold TD. Common mental disorder and its association with academic performance among Debre Berhan University students, Ethiopia. Int J Ment Health Syst 2017; 11:34. [PMID: 28473869 PMCID: PMC5415756 DOI: 10.1186/s13033-017-0142-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2016] [Accepted: 04/21/2017] [Indexed: 11/28/2022] Open
Abstract
Background Common mental disorder (CMD) is prevalent in industrialized and non-industrialized countries. The prevalence of CMD among university students was 28.8–44.7% and attributed to several risk factors, such as schooling. The aim of this study was to assess the prevalence and risk factors of CMD. In addition, the association between CMD and academic performance was tested. Methods Institution based cross-sectional study was conducted with 422 students at Debre Berhan university from March to April 2015. CMD was the primary outcome variable whereas academic performance was the secondary outcome variable. Kessler psychological distress (K10) scale was used to assess CMD. Bivariate and multiple logistic regression analysis were performed for modeling the primary outcome variable; independent samples T test and linear regression analysis were carried out for modeling the secondary outcome variable. The strength of association was interpreted using odds ratio and regression coefficient (β) and decision on statistical significance was made at a p value of 0.05. Data were entered using EPI-data version 3.1 software and analyzed using the Statistical Package for the Social Sciences (SPSS) version 20.01 software. Results The prevalence of CMD was 63.1%. Field of study (p = 0.008, OR = 0.2, 95% CI 0.04–0.61), worshiping (p = 0.04, OR = 1.8, 95% CI 1.02–3.35), insomnia (p < 0.001, OR = 3.8, 95% CI 2.21–6.57), alcohol drinking (p = 0.006, OR = 2.7, 95% CI 1.33–5.66), and headache (p = 0.02, OR = 2.1, 95% CI 1.10–3.86) were identified risk factors for CMD. The mean cumulative grade point average of students with CMD was lower by 0.02 compared to those without CMD, but not statistically significant (p = 0.70, β = −0.02, 95% CI −0.15 to 0.10). CMD explained only 0.8% (r2 = 0.008) of the difference in academic performance between students. Conclusions At least three out of five students fulfilled CMD diagnostic criteria. The statistically significant risk factors were field of study, worshiping, insomnia, alcohol drinking, and headache. Moreover, there was no statistically significant association between CMD and academic performance. Undertaking integrated evidence-based intervention focusing on students with poor sleep quality, poor physical health, and who drink alcohol is essential if the present finding confirmed by a longitudinal study.
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Affiliation(s)
| | - Sisay Mulugeta Alemu
- Mental Health and Psychosocial Support Program, International Medical Corps, Dolo Ado, Ethiopia
| | - Tesfa Dejenie Habtewold
- Department of Epidemiology and Rob Giel Research Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Gelaye B, Okeiga J, Ayantoye I, Berhane HY, Berhane Y, Williams MA. Association of suicidal ideation with poor sleep quality among Ethiopian adults. Sleep Breath 2016; 20:1319-1326. [PMID: 27771845 PMCID: PMC5159269 DOI: 10.1007/s11325-016-1418-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Revised: 07/21/2016] [Accepted: 10/03/2016] [Indexed: 10/20/2022]
Abstract
OBJECTIVE The objective of this study was to examine the extent to which poor sleep quality is associated with suicidal ideation among Ethiopian adults. METHODS A cross-sectional study was conducted among 1054 adults attending outpatient clinical facilities in Ethiopia. Standardized questionnaires were utilized to collect data on demographics, sleep quality, lifestyle, and depression status. Depression and suicidal ideation were assessed using the Patient Health Questionnaire-9 (PHQ-9), while the Pittsburgh Sleep Quality Index (PSQI) questionnaire was utilized to assess sleep quality. Multivariate logistic regression models were fit to estimate adjusted odds ratio (AOR) and 95 % confidence intervals (95 % CI). RESULTS The prevalence of suicidal ideation was 24.3 % while poor sleep quality (PSQI global score of >5 vs. ≤5) was endorsed by 60.2 % of participants. After adjustment for confounders including depression, poor sleep quality was associated with more than 3-fold increased odds of suicidal ideation (AOR = 3.59; 95 % CI 2.34-5.51). When assessed as a continuous variable, each 1-unit increase in the global PSQI score resulted in a 20 % increased odds for suicidal ideation, even after adjusting for depression (AOR = 1.20; 95 % CI 1.14-1.27). Participants with both poor sleep quality and depression had much higher odds (AOR = 23.22, 95 % CI 14.10-38.28) of suicidal ideation as compared with those who had good sleep quality and no depression although inferences from this analysis are limited due to the wide 95 % CI. CONCLUSION Suicidal ideation and poor sleep quality are highly prevalent. Individuals with poor sleep quality have higher odds of suicidal ideation. If confirmed, mental health services need to address sleep disturbances seriously to prevent suicidal episodes.
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Affiliation(s)
- Bizu Gelaye
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, K505F, Boston, MA, 02115, USA.
| | - Joseph Okeiga
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, K505F, Boston, MA, 02115, USA
| | - Idris Ayantoye
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, K505F, Boston, MA, 02115, USA
| | - Hanna Y Berhane
- Addis Continental Institute of Public Health, Addis Ababa, Ethiopia
| | - Yemane Berhane
- Addis Continental Institute of Public Health, Addis Ababa, Ethiopia
| | - Michelle A Williams
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, 677 Huntington Ave, K505F, Boston, MA, 02115, USA
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Fabbian F, Zucchi B, De Giorgi A, Tiseo R, Boari B, Salmi R, Cappadona R, Gianesini G, Bassi E, Signani F, Raparelli V, Basili S, Manfredini R. Chronotype, gender and general health. Chronobiol Int 2016; 33:863-882. [PMID: 27148626 DOI: 10.1080/07420528.2016.1176927] [Citation(s) in RCA: 176] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
BACKGROUND Light-dark alternation has always been the strongest external circadian "zeitgeber" for humans. Due to its growing technological preference, our society is quickly transforming toward a progressive "eveningness" (E), with consequences on personal circadian preference (chronotype), depending on gender as well. The aim of this study was to review the available evidence of possible relationships between chronotype and gender, with relevance on disturbances that could negatively impact general health, including daily life aspects. METHODS Electronic searches of the published literature were performed in the databases MEDLINE and Web of Science, by using the Medical Subject Heading (MeSH), when available, or other specific keywords. RESULTS Results were grouped into four general areas, i.e. (a) "General and Cardiovascular Issues", (b) "Psychological and Psychopathological Issues", (c) "Sleep and Sleep-Related Issues" and (d) "School and School-Related Issues". (a) E is associated with unhealthy and dietary habits, smoking and alcohol drinking (in younger subjects) and, in adults, with diabetes and metabolic syndrome; (b) E is associated with impulsivity and anger, depression, anxiety disorders and nightmares (especially in women), risk taking behavior, use of alcohol, coffee and stimulants, psychopathology and personality traits; (c) E has been associated, especially in young subjects, with later bedtime and wake-up time, irregular sleep-wake schedule, subjective poor sleep, school performance and motivation, health-related quality of life; (d) E was associated with lowest mood and lower overall grade point average (especially for women). CONCLUSIONS Eveningness may impact general health, either physical or mental, sleep, school results and achievements, especially in younger age and in women. The role of family support is crucial, and parents should be deeply informed that abuse of technological devices during night hours may lead to the immature adjustment function of children's endogenous circadian pacemakers.
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Affiliation(s)
- Fabio Fabbian
- a School of Medicine , University of Ferrara , Ferrara , Italy
- b Azienda Ospedaliera-Universitaria , Ferrara , Italy
| | - Beatrice Zucchi
- a School of Medicine , University of Ferrara , Ferrara , Italy
| | - Alfredo De Giorgi
- a School of Medicine , University of Ferrara , Ferrara , Italy
- b Azienda Ospedaliera-Universitaria , Ferrara , Italy
| | - Ruana Tiseo
- b Azienda Ospedaliera-Universitaria , Ferrara , Italy
| | | | | | | | | | - Erika Bassi
- b Azienda Ospedaliera-Universitaria , Ferrara , Italy
| | - Fulvia Signani
- c Azienda Unità Sanitaria Locale of Ferrara & University of Ferrara , Ferrara , Italy
| | | | | | - Roberto Manfredini
- a School of Medicine , University of Ferrara , Ferrara , Italy
- b Azienda Ospedaliera-Universitaria , Ferrara , Italy
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Rutagarama O, Gelaye B, Tadesse MG, Lemma S, Berhane Y, Williams MA. Risk of Common Mental Disorders in Relation to Symptoms of Obstructive Sleep Apnea Syndrome among Ethiopian College Students. JOURNAL OF SLEEP DISORDERS-- TREATMENT & CARE 2016; 4. [PMID: 26925424 DOI: 10.4172/2325-9639.1000161] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND The Berlin and Epworth Sleepiness Scale (ESS) are simple, validated, and widely used questionnaires designed to assess symptoms of obstructive sleep apnea syndrome (OSAS) a common but often unrecognized cause of morbidity and mortality. METHODS A cross-sectional study was conducted among 2,639 college students to examine the extent to which symptoms of OSAS are associated with the odds of common mental disorders (CMDs). The General Health Questionnaire (GHQ-12) was used to evaluate the presence of CMDs while the Berlin and ESS were used to assess high-risk for obstructive sleep apnea (OSA) and excessive daytime sleepiness, respectively. Logistic regression procedures were used to derive odds ratios (OR) and 95% confidence intervals (CI) assessing the independent and joint associations of high-risk for OSA and excessive daytime sleepiness with odds of CMDs. RESULTS Approximately 19% of students had high-risk for OSA while 26.4% had excessive daytime sleepiness. Compared to students without high-risk for OSA and without excessive daytime sleepiness (referent group), students with excessive daytime sleepiness only (OR=2.01; 95%CI: 1.60-2.52) had increased odds of CMDs. The odds of CMDs for students with high-risk OSA only was 1.26 (OR=1.26; 95%CI 0.94-1.68). Students with both high-risk for OSA and excessive daytime sleepiness, compared to the referent group, had the highest odds of CMDs (OR=2.45; 95%CI: 1.69-3.56). CONCLUSION Our findings indicate that symptoms of OSAS are associated with increased risk of CMDs. These findings emphasize the comorbidity of sleep disorders and CMDs and suggest that there may be benefits to investing in educational programs that extend the knowledge of sleep disorders in young adults.
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Affiliation(s)
- Ornella Rutagarama
- Department of Epidemiology, Harvard T. H. Chan School of Public Health Multidisciplinary International Research Training Program, Boston, MA, USA
| | - Bizu Gelaye
- Department of Epidemiology, Harvard T. H. Chan School of Public Health Multidisciplinary International Research Training Program, Boston, MA, USA
| | - Mahlet G Tadesse
- Department of Epidemiology, Harvard T. H. Chan School of Public Health Multidisciplinary International Research Training Program, Boston, MA, USA; Department of Mathematics & Statistics, Georgetown University, Washington, DC, USA
| | | | - Yemane Berhane
- Addis Continental Institute of Public Health, Addis Ababa, Ethiopia
| | - Michelle A Williams
- Department of Epidemiology, Harvard T. H. Chan School of Public Health Multidisciplinary International Research Training Program, Boston, MA, USA
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Kahlhöfer J, Karschin J, Breusing N, Bosy-Westphal A. Relationship between actigraphy-assessed sleep quality and fat mass in college students. Obesity (Silver Spring) 2016; 24:335-41. [PMID: 26704169 DOI: 10.1002/oby.21326] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2015] [Accepted: 08/17/2015] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Only a few studies have used objective measurements to investigate the relationship between sleep quality and obesity. These studies showed controversial results. METHODS Sleep efficiency was measured by Actiwatch 2 in 132 healthy students (age 23.3 ± 3.7 years, BMI 23.1 ± 4.1 kg/m(2) ) for 12 ± 3 nights, differentiating between work and free days. Physical activity, dietary habits, and autonomic function (heart rate variability, HRV) were analyzed as potential determinants of sleep quality and its relationship with body composition. RESULTS Sleep efficiency was 87.0% in women and 84.9% in men (P < 0.05) and was higher at free days when compared to work days in women (P < 0.05). Lower sleep efficiency was associated with a higher fat mass. This was true for sleep efficiency on work days in women [fat mass index (FMI): r = -0.35, P < 0.01] and for free days in men (FMI: r = -0.37, P < 0.05). Poor sleep efficiency was associated with less physical activity (r = 0.29, P < 0.05) and impaired HRV in women (r = 0.60, P < 0.05) and with a higher fat intake in men (r = -0.39, P < 0.05). CONCLUSIONS Poor sleep efficiency was associated with higher fat mass. The relationship between sleep quality and fat mass differs between work and free days and may be explained by physical activity and autonomic function in women and dietary habits in men.
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Affiliation(s)
- Julia Kahlhöfer
- Institute of Nutritional Medicine, University Hohenheim, Stuttgart, Germany
| | - Judith Karschin
- Institute of Nutritional Medicine, University Hohenheim, Stuttgart, Germany
| | - Nicolle Breusing
- Institute of Nutritional Medicine, University Hohenheim, Stuttgart, Germany
| | - Anja Bosy-Westphal
- Institute of Nutritional Medicine, University Hohenheim, Stuttgart, Germany
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25
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Galioto R, Lechner WV, Meister J, Wright M, Gunstad J, Spitznagel MB. Body Mass Index Moderates the Association between Sleep Quality and Vigilance on a Test of Inhibitory Control. Clin Neuropsychol 2015; 29:863-75. [PMID: 26457650 DOI: 10.1080/13854046.2015.1096961] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Sleep problems are common among college students and related to numerous adverse outcomes including impaired cognitive performance. Obesity may confer an elevated risk of cognitive deficits with poor sleep given its relationship with poorer sleep quality and impaired cognition. Thisstudy examined whether the relationship between reduced sleep quality and poorer vigilance and inhibitory control were moderated by elevated body mass index (BMI). METHOD Participants were 85 college students who completed a computerized task of inhibitory control that required vigilance (go/no-go [GNG] task) and the Pittsburgh Sleep Quality Index, a measure of sleep quality. RESULTS Poor sleep quality was observed in 63.5% of the sample and was related to more omission errors on the GNG task and increased BMI. Results further revealed that BMI moderated the relationship between sleep quality and performance on the GNG task such that individuals in the severely obese range of BMI had more omission errors with poorer sleep quality, while there was no association between sleep and GNG performance among normal weight and overweight individuals. CONCLUSIONS These findings highlight the likely contribution of obesity to decreased vigilance with poor sleep. Future research is needed to confirm these findings using objective measures of sleep quality (e.g., actigraphy, polysomnography).
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Affiliation(s)
- Rachel Galioto
- a Department of Psychological Sciences , Kent State University , Kent , OH , USA.,b Department of Psychiatry , Rhode Island Hospital , Providence , RI , USA
| | - William V Lechner
- c Center for Alcohol and Addiction Studies , Brown University , Providence , RI , USA
| | - Jonah Meister
- a Department of Psychological Sciences , Kent State University , Kent , OH , USA
| | - Micah Wright
- a Department of Psychological Sciences , Kent State University , Kent , OH , USA
| | - John Gunstad
- a Department of Psychological Sciences , Kent State University , Kent , OH , USA
| | - Mary Beth Spitznagel
- a Department of Psychological Sciences , Kent State University , Kent , OH , USA
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Texting/iPod dependence, executive function and sleep quality in college students. COMPUTERS IN HUMAN BEHAVIOR 2015. [DOI: 10.1016/j.chb.2015.02.043] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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