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Cerna-Turoff I, Casey JA, Keyes K, Rudolph KE, Malinsky D. Longitudinal patterns of natural hazard exposures and anxiety and depression symptoms among young adults in four low- and middle-income countries. Sci Rep 2024; 14:10538. [PMID: 38719874 PMCID: PMC11078992 DOI: 10.1038/s41598-024-60106-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 04/18/2024] [Indexed: 05/12/2024] Open
Abstract
We estimated the effect of community-level natural hazard exposure during prior developmental stages on later anxiety and depression symptoms among young adults and potential differences stratified by gender. We analyzed longitudinal data (2002-2020) on 5585 young adults between 19 and 26 years in Ethiopia, India, Peru, and Vietnam. A binary question identified community-level exposure, and psychometrically validated scales measured recent anxiety and depression symptoms. Young adults with three exposure histories ("time point 1," "time point 2," and "both time points") were contrasted with their unexposed peers. We applied a longitudinal targeted minimum loss-based estimator with an ensemble of machine learning algorithms for estimation. Young adults living in exposed communities did not exhibit substantially different anxiety or depression symptoms from their unexposed peers, except for young women in Ethiopia who exhibited less anxiety symptoms (average causal effect [ACE] estimate = - 8.86 [95% CI: - 17.04, - 0.68] anxiety score). In this study, singular and repeated natural hazard exposures generally were not associated with later anxiety and depression symptoms. Further examination is needed to understand how distal natural hazard exposures affect lifelong mental health, which aspects of natural hazards are most salient, how disaster relief may modify symptoms, and gendered, age-specific, and contextual differences.
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Affiliation(s)
- Ilan Cerna-Turoff
- Mailman School of Public Health, Department of Environmental Health Sciences, Columbia University, New York City, NY, USA.
| | - Joan A Casey
- Mailman School of Public Health, Department of Environmental Health Sciences, Columbia University, New York City, NY, USA
- School of Public Health, Department of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA, USA
| | - Katherine Keyes
- Mailman School of Public Health, Department of Epidemiology, Columbia University, New York City, NY, USA
| | - Kara E Rudolph
- Mailman School of Public Health, Department of Epidemiology, Columbia University, New York City, NY, USA
| | - Daniel Malinsky
- Mailman School of Public Health, Department of Biostatistics, Columbia University, New York City, NY, USA
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Craik R, Volvert ML, Koech A, Jah H, Pickerill K, Abubakar A, D’Alessandro U, Barratt B, Blencowe H, Bone JN, Chandna J, Gladstone MJ, Khalil A, Li L, Magee LA, Makacha L, Mistry HD, Moore SE, Roca A, Salisbury TT, Temmerman M, Toudup D, Vidler M, von Dadelszen P. The PRECISE-DYAD protocol: linking maternal and infant health trajectories in sub-Saharan Africa. Wellcome Open Res 2024; 7:281. [PMID: 38779418 PMCID: PMC11109552 DOI: 10.12688/wellcomeopenres.18465.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2024] [Indexed: 05/25/2024] Open
Abstract
Background PRECISE-DYAD is an observational cohort study of mother-child dyads running in urban and rural communities in The Gambia and Kenya. The cohort is being followed for two years and includes uncomplicated pregnancies and those that suffered pregnancy hypertension, fetal growth restriction, preterm birth, and/or stillbirth. Methods The PRECISE-DYAD study will follow up ~4200 women and their children recruited into the original PRECISE study. The study will add to the detailed pregnancy information and samples in PRECISE, collecting additional biological samples and clinical information on both the maternal and child health.Women will be asked about both their and their child's health, their diets as well as undertaking a basic cardiology assessment. Using a case-control approach, some mothers will be asked about their mental health, their experiences of care during labour in the healthcare facility. In a sub-group, data on financial expenditure during antenatal, intrapartum, and postnatal periods will also be collected. Child development will be assessed using a range of tools, including neurodevelopment assessments, and evaluating their home environment and quality of life. In the event developmental milestones are not met, additional assessments to assess vision and their risk of autism spectrum disorders will be conducted. Finally, a personal environmental exposure model for the full cohort will be created based on air and water quality data, combined with geographical, demographic, and behavioural variables. Conclusions The PRECISE-DYAD study will provide a greater epidemiological and mechanistic understanding of health and disease pathways in two sub-Saharan African countries, following healthy and complicated pregnancies. We are seeking additional funding to maintain this cohort and to gain an understanding of the effects of pregnancies outcome on longer-term health trajectories in mothers and their children.
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Affiliation(s)
- Rachel Craik
- Department of Women and Children’s Health, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
- Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, UK
| | - Marie-Laure Volvert
- Department of Women and Children’s Health, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
| | - Angela Koech
- Centre of Excellence Women and Child Health, Aga Khan University, Nairobi, Kenya
| | - Hawanatu Jah
- Medical Research Council Unit The Gambia at the London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Kelly Pickerill
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, Canada
| | - Amina Abubakar
- Institute for Human Development, Aga Khan University, Nairobi, Kenya
| | - Umberto D’Alessandro
- Medical Research Council Unit The Gambia at the London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Benjamin Barratt
- MRC Centre for Environment and Health, Imperial College London, London, UK
| | | | - Jeffrey N Bone
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, Canada
| | - Jaya Chandna
- London School of Hygiene and Tropical Medicine, London, UK
| | - Melissa J. Gladstone
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
| | - Asma Khalil
- Fetal Medicine Unit, Department of Obstetrics and Gynaecology, St. George's University Hospitals NHS Foundation Trust, London, UK
- Vascular Biology Research Centre, Molecular and Clinical Sciences Research Institute, St George's University of London, London, UK
| | - Larry Li
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, Canada
| | - Laura A Magee
- Department of Women and Children’s Health, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
| | - Liberty Makacha
- Department of Women and Children’s Health, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
- MRC Centre for Environment and Health, Imperial College London, London, UK
- Department of Surveying and Geomatics, Midlands State University, Gweru, Zimbabwe
| | - Hiten D Mistry
- Department of Women and Children’s Health, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
| | - Sophie E. Moore
- Department of Women and Children’s Health, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
| | - Anna Roca
- Medical Research Council Unit The Gambia at the London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Tatiana T Salisbury
- Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
| | - Marleen Temmerman
- Centre of Excellence Women and Child Health, Aga Khan University, Nairobi, Kenya
| | | | - Marianne Vidler
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, Canada
| | - Peter von Dadelszen
- Department of Women and Children’s Health, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
| | - and The PRECISE-DYAD Network
- Department of Women and Children’s Health, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
- Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, UK
- Centre of Excellence Women and Child Health, Aga Khan University, Nairobi, Kenya
- Medical Research Council Unit The Gambia at the London School of Hygiene and Tropical Medicine, Fajara, The Gambia
- Department of Obstetrics and Gynaecology, University of British Columbia, Vancouver, Canada
- Institute for Human Development, Aga Khan University, Nairobi, Kenya
- MRC Centre for Environment and Health, Imperial College London, London, UK
- London School of Hygiene and Tropical Medicine, London, UK
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
- Fetal Medicine Unit, Department of Obstetrics and Gynaecology, St. George's University Hospitals NHS Foundation Trust, London, UK
- Vascular Biology Research Centre, Molecular and Clinical Sciences Research Institute, St George's University of London, London, UK
- Department of Surveying and Geomatics, Midlands State University, Gweru, Zimbabwe
- Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
- Medical School, University of Sheffield, Sheffield, UK
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Niwenahisemo LC, Hong S, Kuang L. Assessing anxiety symptom severity in Rwandese adolescents: cross-gender measurement invariance of GAD-7. Front Psychiatry 2024; 15:1346267. [PMID: 38528981 PMCID: PMC10962260 DOI: 10.3389/fpsyt.2024.1346267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 02/15/2024] [Indexed: 03/27/2024] Open
Abstract
Background Anxiety disorders are among the most common mental health problems experienced by adolescents worldwide because of their evident significant impact on their quality of life and functioning. The generalized anxiety disorder item (GAD-7) was manufactured to identify the severity of self-reported anxiety symptoms. Efforts to address and screen for mental health problems in Rwanda have been limited, and the importance of screening for anxiety disorders is high. The primary aim of this study was to analyze the psychometric properties of the Kinyarwanda version of the Generalized Anxiety Disorder GAD-7, and then test the measurement invariance of the GAD-7 by gender. Methods We used the Rwandese version of GAD-7 among secondary school students in Kigali city (n=1813). Measurement invariance of the GAD-7 across gender and report on anxiety symptom severity prevalence. Exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) were used to examine measurement invariance. Results Our findings demonstrated that in the sample of 1813 adolescents aged between 12 and 17 years, generalized anxiety symptoms prevalence rates were higher in females (46.4%) than males (n= 29.8%) GAD-7 demonstrated good reliability and validity coefficients with a Cronbach's α of .077 and KMO and Bartlett test of Sphericity = 0.835. In addition to these psychometric properties, the GAD-7 screening scale had equivalence for configural and metric invariance across groups with excellent fit indices, and we confirmed partial scalar invariance across groups. Conclusion The GAD-7 can be used in cross-group comparison of generalized anxiety disorder prevalence, and we acknowledge that full scalar invariance is generally difficult to confirm, especially due to gender differences. We recommend that future studies further investigate populations living in rural areas and conduct trials that will focus on anxiety-specific treatment in Rwandan Clinical health care centers to determine the diagnostic accuracy of this screening tool.
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Affiliation(s)
| | - Su Hong
- *Correspondence: Su Hong, ; Li Kuang,
| | - Li Kuang
- Department of Psychiatry, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Zhao J, Ji Y, Zuo Y, Zhang L, Ku C, Wang W, Wang P, Yang Y, Kang Y, Wang F. Association of Oxidative Stress and Proinflammation with Insomnia in Perimenopause. J Womens Health (Larchmt) 2024; 33:379-387. [PMID: 38394165 DOI: 10.1089/jwh.2023.0316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2024] Open
Abstract
Background: The levels of oxidative stress and proinflammatory factors in perimenopausal females increased, and they were also deeply troubled by insomnia. The occurrence of insomnia is related to the changes of oxidative stress and inflammation levels in the body. Perimenopausal insomnia may be related to mild systemic inflammation, and oxidative stress can promote chronic inflammation. However, the underlying mechanism behind the phenomenon is still unclear. Objective: The aim was to investigate whether the occurrence of perimenopausal insomnia disorder is related to higher levels of oxidative stress and inflammation in the body, and to explore the role of inducible nitric oxide synthase (iNOS) in perimenopausal insomnia. Methods: A total of 127 perimenopausal participants were recruited in this study. Participants with global scores of the Pittsburgh sleep quality index (PSQI) >7 were diagnosed with insomnia (n = 54). The patient health questionnaire-9 (PHQ-9) and generalized anxiety disorder-7 (GAD-7) were evaluated, and sociodemographic data were obtained. The serum concentrations of iNOS, interleukin 6 (IL6), and tumor necrosis factor α (TNFα) were measured using commercial assays. Results: In the insomnia group, IL6 levels were positively correlated with scores of component 5 and component 7 of PSQI, respectively. PHQ-9 and GAD-7 were positively correlated with the global score of PSQI component 7 and PSQI, respectively; PHQ-9 was positively correlated with the global score of PSQI component 1. Finally, PHQ-9, iNOS, and IL6 were found to be independent predictors of perimenopausal insomnia using logistic regression. Conclusions: Moderate oxidative stress caused by a certain concentration of iNOS plays a protective role in perimenopausal insomnia, while proinflammation and depression are potential risk factors.
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Affiliation(s)
- Jing Zhao
- Medical Neurobiology Lab, Inner Mongolia Medical University, Huhhot, China
- Department of Basic Medical Teaching and Research, Ordos Institute of Technology, Ordos, China
| | - Yubo Ji
- Department of Medical Psychology, Inner Mongolia Medical University, Huhhot, China
| | - Yanni Zuo
- Physical Examination Center, Beijing Changping Hospital of Chinese Medicine, Beijing, China
| | - Long Zhang
- Department of Gynaecology and Obstetrics, the First Affiliated Hospital of Inner Mongolia Medical University, Huhhot, China
| | - Congwen Ku
- Dongzhimen Hospital, the First Affiliated Hospital of Beijing University of Chinese Medicine, Beijing, China
| | - Wenyan Wang
- School of Pharmacy, Yantai University, Yantai, China
| | - Pengxiang Wang
- Medical Neurobiology Lab, Inner Mongolia Medical University, Huhhot, China
| | - Yan Yang
- Urumqi Fourth People's Hospital, Urumqi, China
| | - Yimin Kang
- Medical Neurobiology Lab, Inner Mongolia Medical University, Huhhot, China
| | - Fan Wang
- Beijing Hui-Long-Guan Hospital, Peking University, Beijing, China
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Siril H, Gitagno D, Kaaya S, Caputo M, Hirschhorn L, Nyamuhanga T, Mtei R, Festo C, Hawkins C. Generalized and COVID related anxiety as risk factors for health outcomes among adolescents with HIV during COVID-19 in Tanzania. RESEARCH SQUARE 2024:rs.3.rs-3921926. [PMID: 38410463 PMCID: PMC10896391 DOI: 10.21203/rs.3.rs-3921926/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: 02/28/2024]
Abstract
The COVID-19 pandemic and associated prevention strategies caused widespread interruptions to care and treatment for people living with HIV. Adolescents living with HIV (AWHIV) were particularly vulnerable to poor mental and physical health during COVID-19. We assessed the burden of generalized and COVID-19-related anxiety and associations with adherence to HIV care and treatment and viral load suppression (VLS) among AWHIV during the peak of the COVID-19 pandemic in Tanzania. Methods This cross-sectional study was conducted among AWHIV aged 15-19 years attending 10 clinics in Dar es Salaam from April 2022-February 2023. Study participants completed a self-administered questionnaire including Generalized Anxiety Disorder (GAD), COVID-19-related anxiety, and other psychosocial and physical health and support measures. HIV visit adherence, viral load and sociodemographic data were abstracted from patient health records.Analysis:: Multivariable (MV) quasibinomial and logistic regression models examined associations of Generalized and COVID-19-related anxiety with visit adherence and HIV virologic suppression (HIV VL < 50 copies/mL). Data were analyzed using R software. Results 658 AWHIV (52% male) were included in this analysis. Most (86%) had been on antiretroviral treatment (ART) for at least four years, 55% attended at least 75% of their scheduled clinic visits, and 78% were HIV virologically suppressed. The median GAD and COVID-19-related anxiety scores were 2 (IQR: 0-5, and 26 (IQR: 13-43; respectively. Only 2% scored moderate-severe generalized anxiety (score 10-21). We found no significant associations between COVID-19-related anxiety or GAD and visit adherence. Higher GAD was inversely associated with VLS (adjusted odds ratio (AOR): 0.89 (95% CI 0.81, 0.98)). Female gender and higher quality of physical life were significantly associated with VLS. Conclusion Low levels of generalized and COVID-19 related anxiety were reported among Tanzanian AWHIV. Integrating screening and management of generalized anxiety screening into HIV care for AWHIV could improve VLS among this population.
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Affiliation(s)
- Hellen Siril
- Muhimbili University of Health and Allied Sciences
| | | | - Sylvia Kaaya
- Muhimbili University of Health and Allied Sciences
| | | | | | | | - Rachel Mtei
- Muhimbili University of Health and Allied Sciences
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Rice DR, Guelngar CO, Traoré M, Condé ML, Diallo D, Lee NJ, Ham AS, Cissé FA, Mateen FJ. Impact of a free medication intervention on seizure recurrence and anxious and depressive symptoms in people living with epilepsy in the Republic of Guinea. Trop Med Int Health 2024; 29:33-41. [PMID: 38031206 DOI: 10.1111/tmi.13950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2023]
Abstract
BACKGROUND AND OBJECTIVE Of ~5 million people living with epilepsy (PLWE) in Sub-Saharan Africa, roughly one-third experience depression and over one third experience anxiety. In Guinea, these issues may be compounded by fewer available resources, such as appropriate anti-seizure medications (ASMs). We aim to quantify seizure frequency, anxiety and depression in PLWE in Guinea, before and after a free ASM intervention and neurologist's consultation. METHODS Guinean participants >12 years old with ≥2 unprovoked seizure were prospectively recruited. As part of a broader interview, participants reported prior 30-day seizure frequency and screened for depression (PHQ-9) (range 0-27 points) and anxiety (GAD-7) (range 0-21 points) with re-evaluation at 90 days. RESULTS Of 148 participants enrolled (mean age = 27.3 years, range 12-72; 45% female), 62% were currently taking ASMs. For the 30 days pre-enrolment, average seizure frequency was 3.2 (95%CI 2.3, 4.2); 28% of participants were seizure-free. ASM regimens were modified for 95% of participants, mostly initiating levetiracetam (n = 115, 80% of modifications). 90-day study retention was 76% (n = 113) among whom 87% reported full adherence to the ASM. After 90 days, the average seizure frequency over the prior 30 days was 1.5 (95%CI 0.5, 2.6), significantly lower than at baseline (p = 0.002). 66% were seizure-free. At baseline, average PHQ-9 score was 21.2 (95%CI [20.2, 22.2]), indicating severe depressive symptoms. Average GAD-7 score was 16.5 [15.6, 17.4], indicating severe anxious symptoms. At 90-days, average PHQ-9 score was 17.5[16.4, 18.5] and significantly lower than baseline (p < 0.001). Average GAD-7 score was 14.4 [13.6, 15.3] and significantly lower than baseline (p = 0.002). Seizure frequency was not correlated with PHQ-9 nor GAD-7 scores at baseline but was at 90 days for both PHQ-9 (r = 0.24, p = 0.01) and GAD-7 (r = 0.22, p = 0.02) scores. The prevalence of suicidal ideation dropped from 67% to 47% of participants (p = 0.004). DISCUSSION ASM management has dual importance for PLWE in resource-limited settings, improving both seizure control and mental health.
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Affiliation(s)
- Dylan R Rice
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | | | - Mohamed Traoré
- Department of Neurology, Ignace Deen Teaching Hospital, Conakry, Republic of Guinea
| | - Mohamed Laminé Condé
- Department of Neurology, Ignace Deen Teaching Hospital, Conakry, Republic of Guinea
| | - Djenabou Diallo
- Department of Neurology, Ignace Deen Teaching Hospital, Conakry, Republic of Guinea
| | - Nathanael J Lee
- Department of Internal Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Andrew Siyoon Ham
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Fodé Abass Cissé
- Department of Neurology, Ignace Deen Teaching Hospital, Conakry, Republic of Guinea
| | - Farrah J Mateen
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
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Altamirano J, Odero IA, Omollo M, Awuonda E, Ondeng’e K, Kang JL, Behl R, Ndivo R, Baiocchi M, Barsosio HC, Sarnquist CC. Understanding ART Adherence among Adolescent Girls and Young Women in Western Kenya: A Cross-Sectional Study of Barriers and Facilitators. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6922. [PMID: 37887660 PMCID: PMC10606388 DOI: 10.3390/ijerph20206922] [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: 08/02/2023] [Revised: 10/04/2023] [Accepted: 10/11/2023] [Indexed: 10/28/2023]
Abstract
BACKGROUND HIV remains a leading cause of death for adolescent girls and young women (AGYW) in sub-Saharan Africa. This population has a high incidence of HIV and other comorbidities, such as experiencing violence, and low antiretroviral therapy (ART) adherence. To reach global HIV goals, data are needed on the specific adherence barriers for AGYW living with HIV, so interventions can be targeted effectively. METHODS Cross-sectional data were collected at urban and rural health facilities in and around Kisumu County, western Kenya, from January to June 2022, from AGYW 15-24 years of age who were living with HIV. Surveys included questions on intimate partner violence, mental health issues, food security, and orphanhood. Adherence was categorized using viral load testing where available and the Center for Adherence Support Evaluation (CASE) adherence index otherwise. Logistic regression was used to assess associations between potential explanatory variables and adherence. FINDINGS In total, 309 AGYW participated. AGYW with experiences of emotional violence (Odds Ratio [OR] = 1.94, 95% Confidence Interval [CI] = 1.03-3.66), moderate or severe depression (OR = 3.19, 95% CI = 1.47-6.94), and/or substance use (OR = 2.71, 95% CI = 1.24-5.92) had significantly higher odds of poor adherence when compared to AGYW without these respective experiences. Physical and sexual violence, food insecurity, and orphanhood were not associated with poor adherence in this cohort. INTERPRETATION Elucidating the risk factors associated with poor adherence among AGYW living with HIV allows us to identify potential targets for future interventions to improve ART adherence and HIV care outcomes. Mental health and violence prevention interventions, including combination interventions, may prove to be promising approaches.
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Affiliation(s)
- Jonathan Altamirano
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA 94305, USA;
| | - Isdorah A. Odero
- Kenya Medical Research Institute, Center for Global Health Research (KEMRI-CGHR), Kisumu 40100, Kenya; (I.A.O.); (M.O.); (E.A.); (K.O.); (R.N.); (H.C.B.)
| | - Mevis Omollo
- Kenya Medical Research Institute, Center for Global Health Research (KEMRI-CGHR), Kisumu 40100, Kenya; (I.A.O.); (M.O.); (E.A.); (K.O.); (R.N.); (H.C.B.)
| | - Eucabeth Awuonda
- Kenya Medical Research Institute, Center for Global Health Research (KEMRI-CGHR), Kisumu 40100, Kenya; (I.A.O.); (M.O.); (E.A.); (K.O.); (R.N.); (H.C.B.)
| | - Ken Ondeng’e
- Kenya Medical Research Institute, Center for Global Health Research (KEMRI-CGHR), Kisumu 40100, Kenya; (I.A.O.); (M.O.); (E.A.); (K.O.); (R.N.); (H.C.B.)
| | - Jennifer L. Kang
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA; (J.L.K.); (R.B.); (C.C.S.)
| | - Rasika Behl
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA; (J.L.K.); (R.B.); (C.C.S.)
| | - Richard Ndivo
- Kenya Medical Research Institute, Center for Global Health Research (KEMRI-CGHR), Kisumu 40100, Kenya; (I.A.O.); (M.O.); (E.A.); (K.O.); (R.N.); (H.C.B.)
| | - Michael Baiocchi
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA 94305, USA;
| | - Hellen C. Barsosio
- Kenya Medical Research Institute, Center for Global Health Research (KEMRI-CGHR), Kisumu 40100, Kenya; (I.A.O.); (M.O.); (E.A.); (K.O.); (R.N.); (H.C.B.)
| | - Clea C. Sarnquist
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94305, USA; (J.L.K.); (R.B.); (C.C.S.)
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Njoroge W, Maina R, Frank E, Atwoli L, Wu Z, Ngugi AK, Sen S, Wang J, Wong S, Baker JA, Weinheimer-Haus EM, Khakali L, Aballa A, Orwa J, K Nyongesa M, Shah J, Waljee AK, Abubakar A, Merali Z. Use of mobile technology to identify behavioral mechanisms linked to mental health outcomes in Kenya: protocol for development and validation of a predictive model. BMC Res Notes 2023; 16:226. [PMID: 37735439 PMCID: PMC10515076 DOI: 10.1186/s13104-023-06498-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 09/04/2023] [Indexed: 09/23/2023] Open
Abstract
OBJECTIVE This study proposes to identify and validate weighted sensor stream signatures that predict near-term risk of a major depressive episode and future mood among healthcare workers in Kenya. APPROACH The study will deploy a mobile application (app) platform and use novel data science analytic approaches (Artificial Intelligence and Machine Learning) to identifying predictors of mental health disorders among 500 randomly sampled healthcare workers from five healthcare facilities in Nairobi, Kenya. EXPECTATION This study will lay the basis for creating agile and scalable systems for rapid diagnostics that could inform precise interventions for mitigating depression and ensure a healthy, resilient healthcare workforce to develop sustainable economic growth in Kenya, East Africa, and ultimately neighboring countries in sub-Saharan Africa. This protocol paper provides an opportunity to share the planned study implementation methods and approaches. CONCLUSION A mobile technology platform that is scalable and can be used to understand and improve mental health outcomes is of critical importance.
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Affiliation(s)
- Willie Njoroge
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
- Department of Psychology, Southwest University, Chongqing, China
| | - Rachel Maina
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya.
- Department of Methodology and Statistics, Tilburg University, Tilburg, The Netherlands.
| | - Elena Frank
- Michigan Neuroscience Institute, University of Michigan, Michigan, USA
| | - Lukoye Atwoli
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
- Department of Medicine, Medical College East Africa, the Aga Khan University, Nairobi, Kenya
| | - Zhenke Wu
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - Anthony K Ngugi
- Department of Population Health, Aga Khan University, Nairobi, Kenya
| | - Srijan Sen
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
| | - JianLi Wang
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, Canada
| | - Stephen Wong
- Computing and Data Innovation Office, Aga Khan University, Nairobi, Kenya
| | - Jessica A Baker
- Center for Global Health Equity, University of Michigan, Ann Arbor, MI, USA
- Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Eileen M Weinheimer-Haus
- Center for Global Health Equity, University of Michigan, Ann Arbor, MI, USA
- Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Linda Khakali
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
- Department of Sociology, University of Nairobi, Nairobi, Kenya
| | - Andrew Aballa
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
| | - James Orwa
- Department of Population Health, Aga Khan University, Nairobi, Kenya
| | - Moses K Nyongesa
- Institute for Human Development, Aga Khan University, Nairobi, Kenya
| | - Jasmit Shah
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
| | - Akbar K Waljee
- Center for Global Health Equity, University of Michigan, Ann Arbor, MI, USA
- Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Amina Abubakar
- Institute for Human Development, Aga Khan University, Nairobi, Kenya
- Neurosciences Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Zul Merali
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
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9
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Poxon A, Leis M, McDermott M, Kariri A, Kaul R, Kimani J. Emergency departments as under-utilized venues to provide HIV prevention services to female sex workers in Nairobi, Kenya. Int J Emerg Med 2023; 16:47. [PMID: 37537558 PMCID: PMC10399019 DOI: 10.1186/s12245-023-00516-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 04/02/2023] [Indexed: 08/05/2023] Open
Abstract
BACKGROUND Female sex workers (FSW) in sub-Saharan Africa are disproportionately affected by HIV and remain a key target population for efforts to reduce transmission. While HIV prevention tools such as PEP and PrEP are available through outpatient FSW clinics, these services are underused. Emergency medicine is a rapidly expanding field in Kenya and may provide a novel venue for initiating or optimizing HIV prevention services. This study examined the characteristics of FSW from Nairobi, Kenya, who had utilized an emergency department (ED) during the past year to broaden our understanding of the patient factors related to usage. METHODS An anonymous questionnaire was administered to a convenience sample of 220 Nairobi FSW attending dedicated clinics from June to July 2019. The participants were categorized into those who attended an ED over the past year (acute care users) and clinic-only users (control). A modified version of the WHO Violence Against Women Instrument assessed gender-based violence. Multivariable negative binomial logistic regressions evaluated predictors of health care use among these populations. RESULTS Of the total 220 women (median [IQR] age 32 [27-39]), 101 and 116 were acute care and control populations, respectively. Acute care users had 12.7 ± 8.5 healthcare visits over a 12-month period, and the control population had 9.1 ± 7.0 (p < 0.05). ED attendance did not improve the PrEP usage, with 48.5%, and 51% of acute care and clinic users indicated appropriate PrEP use. Patient factors that correlated with health care utilization among acute care users included client sexual violence (OR 2.2 [1.64-2.94], p < 0.01), PrEP use (OR 1.54 (1.25-1.91), < 0.01), and client HIV status (OR 1.35 (1.02-1.69), p < 0.01). CONCLUSIONS Many FSW at high risk for HIV were not accessing HIV prevention tools despite attending a dedicated FSW clinic offering such services. FSW who had attended an ED over the past year had a higher prevalence of HIV risk factors, demonstrating that emergency departments may be important acute intervention venues to prevent HIV transmission in this population. These results can guide policy design, health care provider training, and facility preparedness to support strategies aimed at improving HIV prevention strategies for FSW in Kenyan ED's.
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Affiliation(s)
- Amanda Poxon
- Department of Medicine, University of Toronto, 1 King's College Circle, Toronto, M5S1A8, Canada.
| | - Maria Leis
- Department of Medicine, University of Toronto, 1 King's College Circle, Toronto, M5S1A8, Canada
| | - Miranda McDermott
- Department of Medicine, University of Toronto, 1 King's College Circle, Toronto, M5S1A8, Canada
| | - Antony Kariri
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Rupert Kaul
- Department of Medicine, University of Toronto, 1 King's College Circle, Toronto, M5S1A8, Canada
| | - Joshua Kimani
- Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
- Department of Medical Microbiology, University of Manitoba, Manitoba, Canada
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10
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Beattie TS, Kabuti R, Beksinska A, Babu H, Kung’u M, Shah P, Nyariki E, Nyamweya C, Okumu M, Mahero A, Ngurukiri P, Jama Z, Irungu E, Adhiambo W, Muthoga P, Kaul R, Seeley J, Weiss HA, Kimani J. Violence across the Life Course and Implications for Intervention Design: Findings from the Maisha Fiti Study with Female Sex Workers in Nairobi, Kenya. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6046. [PMID: 37297650 PMCID: PMC10253020 DOI: 10.3390/ijerph20116046] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 05/26/2023] [Accepted: 05/30/2023] [Indexed: 06/12/2023]
Abstract
We examined violence experiences among Female Sex Workers (FSWs) in Nairobi, Kenya, and how these relate to HIV risk using a life course perspective. Baseline behavioural-biological surveys were conducted with 1003 FSWs June-December 2019. Multivariable logistic regression models were used to estimate the adjusted odds ratio (AOR) and 95% confidence intervals (CI) for associations of life course factors with reported experience of physical or sexual violence in the past 6 months. We found substantial overlap between violence in childhood, and recent intimate and non-intimate partner violence in adulthood, with 86.9% reporting one or more types of violence and 18.7% reporting all three. Recent physical or sexual violence (64.9%) was independently associated with life course factors, including a high WHO Adverse Childhood Experiences (ACE) score (AOR = 7.92; 95% CI:4.93-12.74) and forced sexual debut (AOR = 1.97; 95% CI:1.18-3.29), as well as having an intimate partner (AOR = 1.67; 95% CI:1.25-2.23), not having an additional income to sex work (AOR = 1.54; 95% CI:1.15-2.05), having four or more dependents (AOR = 1.52; 95% CI:0.98-2.34), recent hunger (AOR = 1.39; 95% CI:1.01-1.92), police arrest in the past 6 months (AOR = 2.40; 95% CI:1.71-3.39), condomless last sex (AOR = 1.46; 95% CI:1.02-2.09), and harmful alcohol use (AOR = 3.34; 95% CI:1.74-6.42). Interventions that focus on violence prevention during childhood and adolescence should help prevent future adverse trajectories, including violence experience and HIV acquisition.
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Affiliation(s)
- Tara S. Beattie
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London WC1H 9SH, UK
| | - Rhoda Kabuti
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | - Alicja Beksinska
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London WC1H 9SH, UK
| | - Hellen Babu
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | - Mary Kung’u
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | | | - Pooja Shah
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London WC1H 9SH, UK
| | - Emily Nyariki
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | - Chrispo Nyamweya
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | - Monica Okumu
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | - Anne Mahero
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | - Pauline Ngurukiri
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | - Zaina Jama
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | - Erastus Irungu
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | - Wendy Adhiambo
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | - Peter Muthoga
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
| | - Rupert Kaul
- Department of Medicine, University of Toronto, Toronto, ON M5S 1A8, Canada
| | - Janet Seeley
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London WC1H 9SH, UK
| | - Helen A. Weiss
- MRC International Statistics and Epidemiology Group, Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | - Joshua Kimani
- Partners for Health and Development in Africa, Nairobi P.O. Box 3737-00506, Kenya
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11
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Odero SA, Mwangi P, Odhiambo R, Mumbua Nzioka B, Shumba C, Ndirangu-Mugo E, Abubakar A. Psychometric evaluation of PHQ-9 and GAD-7 among community health volunteers and nurses/midwives in Kenya following a nation-wide telephonic survey. Front Psychiatry 2023; 14:1123839. [PMID: 37324823 PMCID: PMC10264862 DOI: 10.3389/fpsyt.2023.1123839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 05/02/2023] [Indexed: 06/17/2023] Open
Abstract
Background Nurses/midwives and Community Health Volunteers (CHVs) are exposed to chronic stressors putting them at risk of developing mental health problems. This has been exacerbated by the COVID-19 pandemic. There is limited empirical evidence of the burden of mental health problems among health care workers partly due to the lack of adequately standardized and validated measures for use among health care workers in Sub-Saharan Africa. This study aimed to perform the psychometric evaluation of the PHQ-9 and GAD-7 administered to nurses/midwives and CHVs across 47 counties in Kenya. Methods Between June and November 2021, a national survey on mental well-being and resilience among nurses/midwives and CHVs was conducted via telephone interviews. The survey had a total sample size of 1907 nurses/midwives and 2027 CHVs. Cronbach's alpha and MacDonalds' omega were used to evaluate the scale's internal consistency. Confirmatory Factor Analysis (CFA) was used to test the one-factor structure of the scales. Multi-group CFA was applied to evaluate the generalizability of the scales across the Swahili and English versions, and among male and female health workers. The Spearman correlation was used to assess the tools' divergent and convergent validity. Results The internal consistency of PHQ-9 and GAD-7 was good, with alpha and omega values above 0.7 across study samples. CFA results indicated a one-factor structure of the PHQ-9 and GAD-7 for both nurses/midwives and CHVs. Multi-group CFA showed that both scales were unidimensional across both language and sex. The PHQ-9 and GAD-7 were significantly negatively correlated with resilience and work engagement, supporting divergent validity. The PHQ-9 and GAD-7 were also significantly positively correlated with resilience and work engagement, supporting divergent validity. Conclusion The PHQ-9 and GAD-7 are unidimensional, reliable, and valid tools for screening depression and anxiety among nurses/midwives and CHVs. The tools can be administered in a similar population or study setting using either Swahili or English.
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Affiliation(s)
| | - Paul Mwangi
- Institute for Human Development, Aga Khan University, Nairobi, Kenya
| | - Rachel Odhiambo
- Institute for Human Development, Aga Khan University, Nairobi, Kenya
| | | | - Constance Shumba
- School of Nursing and Midwifery, Aga Khan University, Nairobi, Kenya
| | | | - Amina Abubakar
- Institute for Human Development, Aga Khan University, Nairobi, Kenya
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12
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Zhou Z, Shen J, Zhao M, Zhang X, Wang T, Li J, Zhao X. Effect of anxiety and depression on self-reported adverse reactions to COVID-19 vaccine: a cross-sectional study in Shanghai, China. BMC Public Health 2023; 23:425. [PMID: 36869301 PMCID: PMC9983539 DOI: 10.1186/s12889-023-15118-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 01/23/2023] [Indexed: 03/05/2023] Open
Abstract
BACKGROUND The association of anxiety and depression with adverse reactions after receipt of coronavirus disease 2019 (COVID-19) vaccine is not clear among the general population. This study aims to evaluate the effect of anxiety and depression on self-reported adverse reactions to COVID-19 vaccine. METHODS The cross-sectional study was conducted during April-July 2021. Participants completing the two doses of vaccine were included in this study. Sociodemographic information, anxiety and depression levels and adverse reactions after the first dose of vaccine for all participants were collected. The anxiety and depression levels were assessed by the Seven-item Generalized Anxiety Disorder Scale and the Nine-item Patient Health Questionnaire Scale, respectively. The multivariate logistic regression analysis was used to examine the association between anxiety and depression and adverse reactions. RESULTS A total of 2161 participants were enrolled in this study. The prevalence of anxiety and depression was 13% (95% confidence interval (CI), 11.3-14.2%) and 15% (95%CI, 13.6-16.7%), respectively. Of the 2161 participants, 1607 (74%; 95% CI, 73-76%) reported at least one adverse reaction after the first dose of the vaccine. Pain at the injection site (55%) and fatigue and headache (53% and 18%, respectively) were the most commonly reported local and systemic adverse reactions, respectively. Participants with anxiety or depression or both were more likely to report local and systemic adverse reactions (P < 0.05). CONCLUSION The results suggest that anxiety and depression increase the risk of self-reported adverse reactions to COVID-19 vaccine. Consequently, appropriate psychological interventions before vaccination will help to reduce or alleviate symptoms of vaccination.
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Affiliation(s)
- Zhitong Zhou
- Clinical Research Center for Mental Disorders, Shanghai Pudong New Area Mental Health Center, School of Medicine, Tongji University, Shanghai 200124, China.,Institute of Clinical Epidemiology and Evidence-Based Medicine, School of Medicine, Tongji University, Shanghai 200092, China
| | - Junwei Shen
- Clinical Research Center for Mental Disorders, Shanghai Pudong New Area Mental Health Center, School of Medicine, Tongji University, Shanghai 200124, China
| | - Miaomiao Zhao
- School of Clinical Medicine, Shanghai University of Medicine and Health Sciences, Shanghai 201318, China
| | - Xiaoying Zhang
- College of public Health, Shanghai University of Medicine and Health Sciences, Shanghai 201318, China
| | - Tao Wang
- Clinical Research Center for Mental Disorders, Shanghai Pudong New Area Mental Health Center, School of Medicine, Tongji University, Shanghai 200124, China.,Institute of Clinical Epidemiology and Evidence-Based Medicine, School of Medicine, Tongji University, Shanghai 200092, China
| | - Jue Li
- Clinical Research Center for Mental Disorders, Shanghai Pudong New Area Mental Health Center, School of Medicine, Tongji University, Shanghai 200124, China. .,Institute of Clinical Epidemiology and Evidence-Based Medicine, School of Medicine, Tongji University, Shanghai 200092, China.
| | - Xudong Zhao
- Clinical Research Center for Mental Disorders, Shanghai Pudong New Area Mental Health Center, School of Medicine, Tongji University, Shanghai 200124, China.
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13
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COVID-19 school closures and mental health of adolescent students: Evidence from rural Mozambique. SSM - MENTAL HEALTH 2023; 3:100203. [PMID: 36987504 PMCID: PMC10010050 DOI: 10.1016/j.ssmmh.2023.100203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 01/31/2023] [Accepted: 03/10/2023] [Indexed: 03/14/2023] Open
Abstract
The onset of the COVID-19 pandemic, entailing widespread school closures as well as acute disruptions to household livelihoods, had substantial consequences for adolescent well-being in low-income countries. We present novel evidence about the prevalence of mental health challenges among adolescent students in rural Mozambique using data from an in-person survey conducted in 105 schools in 2021, immediately following the post-pandemic school reopening. In our sample, 31% of students reported low levels of well-being (though only 10% suffer from high anxiety): students enrolled in schools that used a wider variety of distance learning measures and who had more robust social networks reported lower anxiety, while students who experienced household-level disruptions linked to the pandemic reported higher anxiety and lower well-being.
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14
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Xia Y, Wang Q, Shi L, Shi Z, Chang J, Xu R, Miao H, Wang D. Prevalence and risk factors of COVID-19-related generalized anxiety disorder among the general public in China: a cross-sectional study. PeerJ 2023; 11:e14720. [PMID: 36691480 PMCID: PMC9864122 DOI: 10.7717/peerj.14720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 12/19/2022] [Indexed: 01/20/2023] Open
Abstract
Objective This study aimed to estimate the prevalence of generalized anxiety disorder in China during the coronavirus disease 2019 (COVID-19) pandemic and identify its associated factors. Methods A cross-sectional study was conducted among the general population in China from March 16 to April 2, 2020. The participants were recruited using stratified random sampling. Data on demographic characteristics and COVID-19 related factors were obtained using self-administered questionnaires. The anxiety score was measured based on the Chinese version of the Generalized Anxiety Disorder 7-item Scale (GAD-7). Results The study comprised 10,824 participants, of which 37.69% had symptoms of anxiety. The risk factors for anxiety symptoms included poor self-reported health (OR = 1.672, p < 0.001), chronic diseases (OR = 1.389, p < 0.001), and quarantine (OR = 1.365, p < 0.001), while participants' perceptions that COVID-19 would be controlled was a protective factor (OR = 0.774, p < 0.001). The interactions between quarantine and self-reported health (p < 0.001), as well as between perceptions of COVID-19 and self-reported health (p < 0.001) were found to have a significant effect on GAD-7 scores. Conclusions Self-reported health status, chronic diseases, quarantine, and perceptions of COVID-19 were significantly associated with GAD-7 scores, indicating that mental health interventions are urgently needed during pandemics, especially for high-risk groups.
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Affiliation(s)
- Yi Xia
- School of Health Management, Southern Medical University, Guangzhou, Guangdong, China
| | - Qi Wang
- Shenzhen People’s Hospital, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen, Guangdong, China
| | - Lushaobo Shi
- School of Health Management, Southern Medical University, Guangzhou, Guangdong, China
| | - Zengping Shi
- School of Health Management, Southern Medical University, Guangzhou, Guangdong, China
| | - Jinghui Chang
- School of Health Management, Southern Medical University, Guangzhou, Guangdong, China
| | - Richard Xu
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Hong Kong, China,Center for Health Systems and Policy Research, Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Huazhang Miao
- School of Health Management, Southern Medical University, Guangzhou, Guangdong, China
| | - Dong Wang
- School of Health Management, Southern Medical University, Guangzhou, Guangdong, China,Institute of Health Management, Southern Medical University, Guangzhou, Guangdong, China,Public Health Service System Construction Research Foundation of Guangzhou, Guangzhou, Guangdong, China,Public Health Policy Research and Evaluation Key Laboratory Project of the Philosophy and Social Sciences of Guangdong College, Guangzhou, Guangdong, China
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15
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Njoroge W, Maina R, Elena F, Atwoli L, Wu Z, Ngugi A, Sen S, Wang J, Wong S, Baker J, Haus E, Khakali L, Aballa A, Orwa J, Nyongesa M, Merali Z, Akbar K, Abubakar A. Use of Mobile Technology to Identify Behavioral Mechanisms Linked to Mental Health Outcomes in Kenya: Protocol for Development and Validation of a Predictive Model. RESEARCH SQUARE 2023:rs.3.rs-2458763. [PMID: 36711522 PMCID: PMC9882671 DOI: 10.21203/rs.3.rs-2458763/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Objective: This study proposes to identify and validate weighted sensor stream signatures that predict near-term risk of a major depressive episode and future mood among healthcare workers in Kenya. Approach: The study will deploy a mobile app platform and use novel data science analytic approaches (Artificial Intelligence and Machine Learning) to identifying predictors of mental health disorders among 500 randomly sampled healthcare workers from five healthcare facilities in Nairobi, Kenya. Expectation: This study will lay the basis for creating agile and scalable systems for rapid diagnostics that could inform precise interventions for mitigating depression and ensure a healthy, resilient healthcare workforce to develop sustainable economic growth in Kenya, East Africa, and ultimately neighboring countries in sub-Saharan Africa. This protocol paper provides an opportunity to share the planned study implementation methods and approaches. Conclusion : A mobile technology platform that is scalable and can be used to understand and improve mental health outcomes is of critical importance.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Amina Abubakar
- Neurosciences Unit, Kenya Medical Research Institute-Wellcome Trust Research Programme
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16
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Craik R, Volvert ML, Koech A, Jah H, Pickerill K, Abubakar A, D’Alessandro U, Barratt B, Blencowe H, Bone JN, Chandna J, Gladstone M, Khalil A, Li L, Magee LA, Makacha L, Mistry HD, Moore S, Roca A, Salisbury TT, Temmerman M, Toudup D, Vidler M, von Dadelszen P. The PRECISE-DYAD protocol: linking maternal and infant health trajectories in sub-Saharan Africa. Wellcome Open Res 2022. [DOI: 10.12688/wellcomeopenres.18465.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Background: PRECISE-DYAD is an observational cohort study of mother-child dyads running in urban and rural communities in The Gambia and Kenya. The cohort is being followed for two years and includes uncomplicated pregnancies and those that suffered pregnancy hypertension, fetal growth restriction, preterm birth, and/or stillbirth. Methods: The PRECISE-DYAD study will follow up ~4200 women and their children recruited into the original PRECISE study. The study will add to the detailed pregnancy information and samples in PRECISE, collecting additional biological samples and clinical information on both the maternal and child health. Women will be asked about both their and their child’s health, their diets as well as undertaking a basic cardiology assessment. Using a case-control approach, some mothers will be asked about their mental health, their experiences of care during labour in the healthcare facility. In a sub-group, data on financial expenditure during antenatal, intrapartum, and postnatal periods will also be collected. Child development will be assessed using a range of tools, including neurodevelopment assessments, and evaluating their home environment and quality of life. In the event developmental milestones are not met, additional assessments to assess vision and their risk of autism spectrum disorders will be conducted. Finally, a personal environmental exposure model for the full cohort will be created based on air and water quality data, combined with geographical, demographic, and behavioural variables. Conclusions: The PRECISE-DYAD study will provide a greater epidemiological and mechanistic understanding of health and disease pathways in two sub-Saharan African countries, following healthy and complicated pregnancies. We are seeking additional funding to maintain this cohort and to gain an understanding of the effects of pregnancies outcome on longer-term health trajectories in mothers and their children.
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Mwangala PN, Nasambu C, Wagner RG, Newton CR, Abubakar A. Prevalence and factors associated with mild depressive and anxiety symptoms in older adults living with HIV from the Kenyan coast. J Int AIDS Soc 2022; 25 Suppl 4:e25977. [PMID: 36176027 PMCID: PMC9522642 DOI: 10.1002/jia2.25977] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 07/31/2022] [Indexed: 11/21/2022] Open
Abstract
INTRODUCTION Empirical research on the burden and determinants of common mental disorders (CMDs), especially depression and anxiety, among older adults living with HIV (OALWH) in sub-Saharan Africa is inadequate. To bridge the gap in Kenya we: (1) determined the prevalence of CMDs among OALWH on routine HIV care compared to HIV-negative peers; (2) investigated HIV status as an independent predictor of CMDs in older adults; and (3) investigated CMD determinants. METHODS In a cross-sectional study conducted between 2020 and 2021, the prevalence of CMDs and associated determinants were investigated at the Kenyan coast among 440 adults aged ≥50 years (257 OALWH). The Patient Health Questionnaire and Generalized Anxiety Disorder scale were administered alongside measures capturing biopsychosocial information. Logistic regression was used to examine the correlates of CMDs. RESULTS No significant differences were found in the prevalence of mild depressive symptoms, 23.8% versus 18.2% (p = 0.16) and mild anxiety symptoms, 11.7% versus 7.2% (p = 0.12) among OALWH compared to HIV-negative peers, respectively. HIV status was not independently predictive of CMDs. Among OALWH, higher perceived HIV-related stigma, ageism, increasing household HIV burden, loneliness, increasing functional disability, sleeping difficulties, chronic fatigue and advanced age (>70 years) were associated with elevated CMDs. Among HIV-negative older adults, loneliness, increased medication burden and sleeping difficulties were associated with elevated depressive symptoms. Easier access to HIV care was the only factor associated with lower CMDs among OALWH. CONCLUSIONS On the Kenyan coast, the burden of moderate and severe CMDs among older adults is low; however, both OALWH and their HIV-negative peers have a similar relatively high burden of mild depressive and anxiety symptoms. Our results also suggest that determinants of CMDs among OALWH in this setting are predominantly psychosocial factors. These results highlight the need for psychosocial interventions (at the family, community and clinical levels) to mitigate the risks of mild CMDs as they are known to be potentially debilitating.
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Affiliation(s)
- Patrick N. Mwangala
- Centre for Geographic Medicine Research CoastKenya Medical Research Institute (KEMRI)KilifiKenya,School of Public HealthUniversity of the WitwatersrandParktownSouth Africa,Institute for Human DevelopmentAga Khan UniversityNairobiKenya
| | - Carophine Nasambu
- Centre for Geographic Medicine Research CoastKenya Medical Research Institute (KEMRI)KilifiKenya
| | - Ryan G. Wagner
- MRC/Wits Rural Public Health and Health Transitions Research Unit (Agincourt)Faculty of Health Sciences, University of the WitwatersrandJohannesburgSouth Africa
| | - Charles R. Newton
- Centre for Geographic Medicine Research CoastKenya Medical Research Institute (KEMRI)KilifiKenya,Institute for Human DevelopmentAga Khan UniversityNairobiKenya,Department of PsychiatryUniversity of OxfordWarneford HospitalOxfordUK,Department of Public HealthPwani UniversityKilifiKenya
| | - Amina Abubakar
- Centre for Geographic Medicine Research CoastKenya Medical Research Institute (KEMRI)KilifiKenya,Institute for Human DevelopmentAga Khan UniversityNairobiKenya,Department of PsychiatryUniversity of OxfordWarneford HospitalOxfordUK,Department of Public HealthPwani UniversityKilifiKenya
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Nyongesa MK, Mwangome E, Mwangi P, Nasambu C, Mbuthia JW, Koot HM, Cuijpers P, Newton CRJC, Abubakar A. Adaptation, acceptability and feasibility of Problem Management Plus (PM+) intervention to promote the mental health of young people living with HIV in Kenya: formative mixed-methods research. BJPsych Open 2022; 8:e161. [PMID: 36000431 PMCID: PMC9438483 DOI: 10.1192/bjo.2022.564] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 07/08/2022] [Accepted: 07/26/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Problem Management Plus (PM+) is a psychological intervention that seeks to address common mental disorders among individuals exposed to adversity. Thus far, the potential for delivering PM+ by mobile phones has not been evaluated. AIMS To adapt PM+ for telephone delivery (ten weekly sessions of about 45 min each) and preliminarily evaluate its acceptability and feasibility with young people living with HIV (YLWH) in coastal Kenya. METHOD This was a mixed-method formative research. Qualitative data collection included consultations with stakeholders, conducting key informant interviews with HIV care providers and focus group discussions with potential end-users, i.e. YLWH. Moreover, brief exit interviews with recipients of the adapted PM+ were conducted. Quantitative acceptability and feasibility indicators and outcome measures were tracked/assessed during PM+ preliminary implementation involving 70 YLWH. RESULTS From the qualitative inquiries, the adapted PM+ emerged as contextually appropriate, acceptable and feasible for mobile phone delivery, despite some concerns around missing nonverbal cues and poor network connectivity. High recruitment (85%) and fair programme retention (69%) were observed. Intervention sessions over the telephone lasted 46 min on average (range 42-55 min). Preliminary feasibility data indicated that the adapted PM+ has the potential of reducing common mental disorders among YLWH from the Kenyan coast. CONCLUSIONS PM+ is acceptable and can feasibly be delivered via mobile phone to YLWH in coastal Kenya. This study sets the stage for a future fully powered, randomised controlled trial assessing the efficacy of the adapted PM+ in this or a similar setting.
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Affiliation(s)
- Moses Kachama Nyongesa
- KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), Kenya; and Department of Clinical, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, The Netherlands
| | - Eva Mwangome
- KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), Kenya
| | - Paul Mwangi
- KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), Kenya
| | - Carophine Nasambu
- KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), Kenya
| | | | - Hans M. Koot
- Department of Clinical, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, The Netherlands
| | - Pim Cuijpers
- Department of Clinical, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, The Netherlands
| | - Charles R. J. C. Newton
- KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), Kenya; Department of Public Health, Pwani University, Kenya; Department of Psychiatry, University of Oxford, UK; and Institute for Human Development, Aga Khan University, Kenya
| | - Amina Abubakar
- KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), Kenya; Department of Public Health, Pwani University, Kenya; Department of Psychiatry, University of Oxford, UK; and Institute for Human Development, Aga Khan University, Kenya
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19
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Zhang DD, Li HJ, Zhang HR, Ye XC. Poria cocos water-soluble polysaccharide modulates anxiety-like behavior induced by sleep deprivation by regulating the gut dysbiosis, metabolic disorders and TNF-α/NF-κB signaling pathway. Food Funct 2022; 13:6648-6664. [PMID: 35642970 DOI: 10.1039/d2fo00811d] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Poria cocos (P. cocos) has been traditionally used as folk medicine and functional food in China for more than 2000 years. The water-soluble polysaccharide is the main component of P. cocos decoction. The effects and mechanisms of the water-soluble polysaccharide from P. cocos (PCWP) were investigated in chronic sleep deprivation (CSD)-induced anxiety in rats. CSD induced anxiety, gut dysbiosis, and inflammatory responses, and reduced neurotransmitter levels, whereas PCWP intervention ameliorated anxiety-like behaviors, increased the levels of 5-hydroxytryptamine, dopamine, norepinephrine, and γ-aminobutyric acid in the hypothalamus, regulated gastrointestinal peptide levels, reduced inflammatory factors, and inhibited the tumor necrosis factor (TNF)-α/nuclear factor (NF)-κB signaling pathway in rats with CSD. The changes in the intestinal flora composition were determined using 16S rDNA sequencing, and indicated that PCWP significantly improved species richness and diversity in the intestinal flora of rats with anxiety, and adjusted the abundance of the following dysregulated bacteria closer to that of the normal group: Rikenellaceae_RC9_gut_group, Ruminococcus, Prevotellaceae_UCG-001, Prevotellaceae_NK3B31_group, Fusicatenibacter. Metabolomics was used to analyze fecal samples to identify significantly altered metabolites in the PCWP-treated groups. Thirty-eight PCWP-related metabolites and four metabolic pathways such as sphingolipid metabolism, taurine and hypotaurine metabolism, vitamin B6 metabolism, and glycerophospholipid metabolism were explored. The results of serum metabolomics showed that 26 biomarkers were significantly changed after PCWP intervention compared with the model group. The regulatory effects of metabolic pathway enrichment on sphingolipid, phenylalanine, and taurine and hypotaurine metabolism, and validation results showed that PCWP intervention regulated the activity of enzymes involved in the above metabolic pathways. A strong correlation between intestinal bacteria and potential biomarkers was found. Our findings present new evidence supporting the potential effect of PCWP in preventing the progression of anxiety by inhibiting the TNF-α/NF-κB signaling pathway, alleviating metabolic disorders, and ameliorating the gut microflora imbalance.
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Affiliation(s)
- Dan-Dan Zhang
- Hubei Key Laboratory of Resources and Chemistry of Chinese Medicine, School of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China.
| | - Hui-Jun Li
- Hubei Key Laboratory of Resources and Chemistry of Chinese Medicine, School of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China.
| | - Han-Rui Zhang
- Hubei Key Laboratory of Resources and Chemistry of Chinese Medicine, School of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China.
| | - Xiao-Chuan Ye
- Hubei Key Laboratory of Resources and Chemistry of Chinese Medicine, School of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China.
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20
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Evans DK, Jakiela P, Knauer H, Mendez Acosta A. Tools to measure the impact of early childhood development interventions on maternal mental health in low- and middle-income countries. SSM - MENTAL HEALTH 2022. [DOI: 10.1016/j.ssmmh.2022.100127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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21
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Di Gennaro F, Marotta C, Ramirez L, Cardoso H, Alamo C, Cinturao V, Bavaro DF, Mahotas DC, Lazzari M, Fernando C, Chimundi N, Atzori A, Chaguruca I, Tognon F, Guambe Dos Anjos H, De Meneghi G, Tribie M, Del Greco F, Namarime E, Occa E, Putoto G, Pozniak A, Saracino A. High Prevalence of Mental Health Disorders in Adolescents and Youth Living with HIV: An Observational Study from Eight Health Services in Sofala Province, Mozambique. AIDS Patient Care STDS 2022; 36:123-129. [PMID: 35438520 DOI: 10.1089/apc.2022.0007] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Adolescent mental health (MH) is a significant global health concern, which is extremely relevant when referring to adolescents and youth living with HIV (AYHIV). In Mozambique, ∼52% of the population is <18 years and the country has the world's eighth highest HIV prevalence (insert citation). We performed an observational study to evaluate anxiety, depression, post-traumatic stress disorder (PTSD) and alcohol-drug abuse in adolescents and youth assessing health services in Sofala Province, Mozambique. From November 20, 2019, to November 20, 2021, all adolescents and youth (10-24 years) accessing one of the psychological services offered at 8 Servicios Amigos dos Adolescentes (SAAJ) of the Sofala Province were screened by a psychologist using the following standardized tools: Generalized Anxiety Disorder-7 (GAD-7) for anxiety, Patient Health Questionnaire-9 (PHQ-9) for depression, Primary Care PTSD Screen for DSM-5 (PC-PTSD-5) for PTSD, and Cut down, Annoyed, Guilty, and Eye-opener Adapted to Include Drugs (CAGE-AID) for alcohol-drug abuse. Overall, 2108 adolescents and youth were included in the study (63% female, median age: 19 years). Of them, 1096 (52%) were HIV positive. AYHIV had higher scores at the four tools tested and for concomitant MH disorders (GAD-7, PHQ-9, PTSD-5, and CAGE). The multivariable logistic regressions showed a greater probability to be GAD-7 > 10 for women, [adjusting odds ratio (AOR): 1.46, 95% confidence interval (CI): 1.01-2.10], for workers (AOR: 2.18, 95% CI: 1.12-4.23) and people living with HIV (AOR: 1.78, 95% CI: 1.25-2.54). Higher values of CAGE (≥2) and PTSD (≥3) seemed to be associated only with HIV-positive status (AOR: 4.87, 95% CI: 3.72-6.38 and AOR: 1.73, 95% CI: 1.28-237). These data further reinforce the urgent need for a global health policy action with focused intervention on MH in AYHIV patients.
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Affiliation(s)
- Francesco Di Gennaro
- Doctors with Africa CUAMM, Beira, Mozambique
- Department of Biomedical Sciences and Human Oncology, Clinic of Infectious Diseases, University of Bari, Bari, Italy
| | | | | | | | | | | | - Davide Fiore Bavaro
- Department of Biomedical Sciences and Human Oncology, Clinic of Infectious Diseases, University of Bari, Bari, Italy
| | | | | | | | | | | | | | - Francesca Tognon
- Operational Research Unit, Doctors with Africa CUAMM, Padua, Italy
| | | | | | | | | | | | | | - Giovanni Putoto
- Operational Research Unit, Doctors with Africa CUAMM, Padua, Italy
| | - Anton Pozniak
- Department of HIV Medicine, Chelsea and Westminster Hospital NHS Foundation Trust, London, United Kingdom
- Department Clinical Research, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Annalisa Saracino
- Doctors with Africa CUAMM, Beira, Mozambique
- Department of Biomedical Sciences and Human Oncology, Clinic of Infectious Diseases, University of Bari, Bari, Italy
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22
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Alexopoulos P, Roukas D, Efkarpidis A, Konstantopoulou G, Soldatos R, Karaivazoglou K, Kontogianni E, Assimakopoulos K, Iliou T, Εconomou P, Gourzis P, Politis A. Hospital workforce mental reaction to the pandemic in a low COVID-19 burden setting: a cross-sectional clinical study. Eur Arch Psychiatry Clin Neurosci 2022; 272:95-105. [PMID: 33904979 PMCID: PMC8078092 DOI: 10.1007/s00406-021-01262-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 04/20/2021] [Indexed: 11/26/2022]
Abstract
Τhe COVID-19 pandemic has mental health implications for both healthcare workforces and general population, particularly in regions heavily hit by the crisis. Τhe study aimed (i) to investigate anxiety- and depression severity differences between staff of a COVID-19 treatment unit (N = 84) and a hospital without such a unit (N = 55) in comparison to participants of a convenience general population online survey (N = 240) and (ii) to explore relations between such symptoms and hospital staff reaction to COVID-19 in a low COVID-19 burden setting. Anxiety was studied with the Generalized Anxiety Disorder 7-Item in hospital workforces and with the Hospital Anxiety Depression Scale (HADS) in online survey participants. Depression symptoms were assessed with the Patient Health Questionnaire-9 in hospital employees and the HADS in the online survey sample. Symptoms were classified as absent/minimal, borderline abnormal or indicating clinical caseness. Staff reaction to COVID-19 was tapped with a 9-item-questionnaire and the 22-item Impact of Event Scale-revised (IES-R). Proper tests for differences and stepwise ordered logistic regression models were employed. Anxiety- and depression severity was higher in hospital workforces than in online survey participants (P < 0.05). Anxiety was more severe in frontline- compared to backstage employees (P < 0.001) was inversely correlated with age (P = 0.011) and positively with avoidance (P = 0.028). Both anxiety and depression symptoms related to intrusion symptoms (P < 0.001). Regarding the relatively long data collection period, an inverse association between crisis duration and depression symptoms was detected (P = 0.025). These observations point to the urgent need for distress-mitigating interventions for hospital workforces even in low COVID-19 burden settings.
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Affiliation(s)
- Panagiotis Alexopoulos
- Department of Psychiatry, Faculty of Medicine, School of Health Sciences, Patras University General Hospital, University of Patras, Patras, Greece.
- Department of Psychiatry and Psychotherapy, Klinikum Rechts Der Isar, Faculty of Medicine, Technische Universität München, Munich, Germany.
| | - Dimitrios Roukas
- Department of Psychiatry, 417 Army Equity Fund Hospital (NIMTS) Hospital, Athens, Greece
| | - Apostolos Efkarpidis
- Nursing Services Department, General Hospital of Syros "Vardakeio and Proio", Ermoupolis, Greece
| | - Georgia Konstantopoulou
- Special Office for Health Consulting Services and Faculty of Education and Social Work, School of Humanities and Social Sciences, University of Patras, Patras, Greece
| | - Rigas Soldatos
- First Department of Psychiatry, School of Medicine, Eginition Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Katerina Karaivazoglou
- Department of Psychiatry, Faculty of Medicine, School of Health Sciences, Patras University General Hospital, University of Patras, Patras, Greece
| | - Evagellia Kontogianni
- First Department of Psychiatry, School of Medicine, Eginition Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Konstantinos Assimakopoulos
- Department of Psychiatry, Faculty of Medicine, School of Health Sciences, Patras University General Hospital, University of Patras, Patras, Greece
| | - Theodoros Iliou
- Medical Informatics Laboratory, Faculty of Medicine, School of Health Sciences, Democritus University of Thrace, Alexandroupolis, Greece
| | - Polychronis Εconomou
- Department of Civil Engineering (Statistics), University of Patras, Patras, Greece
| | - Philippos Gourzis
- Department of Psychiatry, Faculty of Medicine, School of Health Sciences, Patras University General Hospital, University of Patras, Patras, Greece
| | - Antonios Politis
- First Department of Psychiatry, School of Medicine, Eginition Hospital, National and Kapodistrian University of Athens, Athens, Greece
- Division of Geriatric Psychiatry and Neuropsychiatry, Department of Psychiatry, Johns Hopkins Medical School, Baltimore, MD, USA
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23
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Shumye S, Kassaw C, Melaku G. The prevalence of sexual compulsivity and its correlates among adults living with HIV/AIDS attending antiretroviral therapy clinic in Gambella town, Southwest Ethiopia, 2020. BMC Psychiatry 2022; 22:24. [PMID: 34996402 PMCID: PMC8742335 DOI: 10.1186/s12888-022-03688-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 01/03/2022] [Indexed: 11/20/2022] Open
Abstract
INTRODUCTION Sexual compulsivity is a concealed psychiatric disease marked by intrusive thoughts followed by ritualized sexual acts. In Ethiopia, the prevalence of HIV/AIDS has recently increased. Furthermore, sexual compulsivity among adults living with HIV/AIDS receives less attention, particularly in Ethiopia. Therefore, this study aimed to assess the prevalence of sexual compulsivity and its correlates among adults living with HIV/AIDS attending ART clinic in Gambella town, Southwest Ethiopia, 2020. METHOD A hospital-based study employing cross-sectional design and simple random sampling technique was used to select the study participants. Data were collected by using interview technique. A 10 item Sexual Compulsivity Scale (SCS) questionnaire was used to assess sexual compulsivity. The translated version of the questionnaire was used for data collection. Bivariate and multivariable logistic regression was conducted to determine factors associated with the outcome variable at p-value < 0.05 with a 95% confidence interval. RESULT Out of 300 respondents, 27% (24.3, 29.2) of them were scored above the mean score of the Sexual Compulsivity Scale. Age less than 31 years old, widowed, involving in risky sexual behaviors, current substance use, not received any skill training about safer sex behaviors, and not attending support group discussion on HIV prevention were significantly associated with sexual compulsivity. CONCLUSION Almost one fourth of the respondents have high score for Sexual Compulsivity Scale score. Therefore, there is a need of routine sexual behavior screening program and collaboration with mental health workers for addressing the problem. Furthermore, the emphasis should be given on the identified high-risk categories.
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Affiliation(s)
- Seid Shumye
- Department of Psychiatry, College of Health and Medical Science, Dilla University, Dilla, Ethiopia.
| | - Chalachew Kassaw
- grid.472268.d0000 0004 1762 2666Department of Psychiatry, College of Health and Medical Science, Dilla University, Dilla, Ethiopia
| | - Getnet Melaku
- grid.472268.d0000 0004 1762 2666Department of Midwifery, College of Health and Medical Science, Dilla University, Dilla, Ethiopia
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24
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Jaguga F, Kwobah EK, Mwangi A, Patel K, Mwogi T, Kiptoo R, Atwoli L. Harmful Alcohol Use Among Healthcare Workers at the Beginning of the COVID-19 Pandemic in Kenya. Front Psychiatry 2022; 13:821610. [PMID: 35295779 PMCID: PMC8918611 DOI: 10.3389/fpsyt.2022.821610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 01/24/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Healthcare workers play a key role in responding to pandemics like the on-going COVID-19 one. Harmful alcohol use among them could result in inefficiencies in health service delivery. This is particularly concerning in sub-Saharan Africa where the health workforce is already constrained. The aim of this study is to document the burden and correlates of harmful alcohol use among healthcare workers at the beginning of the COVID-19 pandemic in Kenya with the aim of informing policy and practice. METHODS This study was a cross-sectional analysis of data obtained from a parent online survey that investigated the burden and factors associated with mental disorders among healthcare workers during the COVID-19 pandemic in Kenya. We analyzed data obtained from a sub-population of 887 participants who completed the Alcohol Use Disorder Identification Test questionnaire. We used descriptive statistics to summarize the socio-demographic characteristics of the participants and multivariate analysis to determine the factors associated with harmful alcohol use. RESULTS Three hundred and eighty nine (43.9%) participants reported harmful alcohol use. The factors significantly associated with increased odds of endorsing harmful alcohol use were: being male (AOR = 1.56; 95% CI = 1.14, 2.14; p = 0.006), being unmarried (AOR = 2.06; 95% CI = 1.48, 2.89; p < 0.001), having 11-20 years of experience as compared to having 20+ years of experience (AOR = 1.91; 95% CI = 1.18, 3.12; p = 0.009), and being a specialist (AOR = 2.78; CI = 1.64, 4.78; p = < 0.001) or doctor (AOR = 2.82; 95% CI = 1.74, 4.63; p < 0.001) as compared to being a nurse. CONCLUSIONS A high proportion of healthcare workers reported harmful alcohol use at the beginning of the COVID-19 pandemic in Kenya. Males, the unmarried, those with 11-20 years of experience in the health field, doctors and specialists, were more likely to report harmful alcohol use. These findings highlight the need to institute interventions for harmful alcohol use targeting these groups of healthcare workers in Kenya during the COVID-19 pandemic in order to optimize functioning of the available workforce.
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Affiliation(s)
- Florence Jaguga
- Department of Mental Health, Moi Teaching & Referral Hospital, Eldoret, Kenya
| | - Edith Kamaru Kwobah
- Department of Mental Health, Moi Teaching & Referral Hospital, Eldoret, Kenya
| | - Ann Mwangi
- School of Science and Aerospace Studies, Moi University, Eldoret, Kenya
| | - Kirtika Patel
- Department of Pathology, School of Medicine, Moi University, Eldoret, Kenya
| | - Thomas Mwogi
- Department of Internal Medicine, Moi Teaching & Referral Hospital, Eldoret, Kenya
| | - Robert Kiptoo
- Department of Mental Health, Moi Teaching & Referral Hospital, Eldoret, Kenya
| | - Lukoye Atwoli
- Department of Mental Health and Behavioral Sciences, School of Medicine, Moi University, Eldoret, Kenya.,Brain and Mind Institute and the Department of Internal Medicine, Medical College East Africa, Aga Khan University, Nairobi, Kenya
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25
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Haag K, Du Toit S, Skeen S, Steventon Roberts K, Chideya Y, Notholi V, Sambudla A, Gordon S, Sherr L, Tomlinson M. Predictors of COVID-related changes in mental health in a South African sample of adolescents and young adults. PSYCHOL HEALTH MED 2022; 27:239-255. [PMID: 35950705 DOI: 10.1080/13548506.2022.2108087] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The COVID-19 pandemic has substantially affected the lives of young people living in sub-Saharan Africa (SSA), leading to poorer short-term mental health outcomes. However, longitudinal data investigating changes in mental health from pre-COVID levels and their predictors are lacking. Our longitudinal sample comprised N = 233 young people (mean age: 17.8 years at baseline, 55.6% female) living in a deprived neighbourhood near Cape Town, South Africa. Symptoms of depression (PHQ-9), anxiety (GAD-7) and alcohol use (AUDIT) were assessed during two waves of data collection, pre-pandemic (2018/19) and via phone interviews in June to October 2020, during South Africa's first COVID wave and subsequent case decline. Latent change score models were used to investigate predictors of changes in mental health. Controlling for baseline levels, we found increases in depression and anxiety but not alcohol use symptoms during the COVID-19 pandemic. Higher baseline symptoms were associated with smaller increases on all measures. Socio-economic deprivation (lack of household income, food insecurity) before and during COVID were associated with higher anxiety and depression symptom increases. Having had more positive experiences during COVID was associated with lower post-COVID onset anxiety and depression increases, and marginally with less alcohol use, while negative experiences (household arguments, worries) were linked to stronger symptom increases. Overall, in a sample of young people from an adverse environment in South Africa, we found increased mental health difficulties during the COVID-19 pandemic, though higher baseline symptoms did not necessarily predict stronger increases. Several factors pre- and post-COVID onset were identified that could be relevant for determining risk and resilience. In the long term, it will be key to address these structural drivers of well-being and to ensure mental health needs of young people are being met to support SSA countries in building back successfully from COVID-19 and preparing for future shock events.
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Affiliation(s)
- Katharina Haag
- Institute for Global Health, University College London, London, UK
| | - Stefani Du Toit
- Institute for Life Course Health Research, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Sarah Skeen
- Institute for Life Course Health Research, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | | | - Yeukai Chideya
- Institute for Life Course Health Research, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Vuyolwethu Notholi
- Institute for Life Course Health Research, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Akhona Sambudla
- Institute for Life Course Health Research, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Sarah Gordon
- Institute for Life Course Health Research, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Lorraine Sherr
- Institute for Global Health, University College London, London, UK
| | - Mark Tomlinson
- Institute for Life Course Health Research, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Stellenbosch, South Africa.,School of Nursing and Midwifery, Queens University, Belfast, UK
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26
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Angwenyi V, Kabue M, Chongwo E, Mabrouk A, Too EK, Odhiambo R, Nasambu C, Marangu J, Ssewanyana D, Njoroge E, Ombech E, Mokaya MM, Obulemire EK, Khamis A, Abubakar A. Mental Health during COVID-19 Pandemic among Caregivers of Young Children in Kenya's Urban Informal Settlements. A Cross-Sectional Telephone Survey. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:10092. [PMID: 34639394 PMCID: PMC8508326 DOI: 10.3390/ijerph181910092] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/31/2021] [Accepted: 09/02/2021] [Indexed: 11/16/2022]
Abstract
The emergence of COVID-19 has profoundly affected mental health, especially among highly vulnerable populations. This study describes mental health issues among caregivers of young children and pregnant women in three urban informal settlements in Kenya during the first pandemic year, and factors associated with poor mental health. A cross-sectional telephone survey was administered to 845 participants. Survey instruments included the Patient Health Questionnaire-9, General Anxiety Disorder-7 scale, COVID-19 Anxiety Scale, and questions on the perceived COVID-19 effects on caregiver wellbeing and livelihood. Data were analyzed using descriptive statistics, and univariate and multivariate analysis. Caregivers perceived COVID-19 as a threatening condition (94.54%), affecting employment and income activities (>80%). Caregivers experienced discrimination (15.27%) and violence (12.6%) during the pandemic. Levels of depression (34%), general anxiety (20%), and COVID-19 related anxiety (14%) were highly prevalent. There were significant associations between mental health outcomes and economic and socio-demographic factors, violence and discrimination experiences, residency, and perceptions of COVID-19 as a threatening condition. Caregivers high burden of mental health problems highlights the urgent need to provide accessible mental health support. Innovative and multi-sectoral approaches will be required to maximize reach to underserved communities in informal settlements and tackle the root causes of mental health problems in this population.
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Affiliation(s)
- Vibian Angwenyi
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
| | - Margaret Kabue
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
| | - Esther Chongwo
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
| | - Adam Mabrouk
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
| | - Ezra Kipngetich Too
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
| | - Rachel Odhiambo
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
| | - Carophine Nasambu
- Neurosciences Group, KEMRI/Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), Kenya Medical Research Institute, Kilifi P.O. Box 230-80108, Kenya;
| | - Joyce Marangu
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
| | - Derrick Ssewanyana
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
- Alliance for Human Development, Lunenfeld-Tanenbaum Research Institute, Toronto, ON M5T 3L9, Canada
| | - Eunice Njoroge
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
| | - Eunice Ombech
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
| | - Mercy Moraa Mokaya
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
| | - Emmanuel Kepha Obulemire
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
| | - Anil Khamis
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
- Institute of Education, University College London, 20 Bedford Way, London WC1H 0AL, UK
| | - Amina Abubakar
- Institute for Human Development, Aga Khan University, Nairobi P.O. Box 30270-00100, Kenya; (M.K.); (E.C.); (A.M.); (E.K.T.); (R.O.); (J.M.); (D.S.); (E.N.); (E.O.); (M.M.M.); (E.K.O.); (A.K.); (A.A.)
- Neurosciences Group, KEMRI/Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), Kenya Medical Research Institute, Kilifi P.O. Box 230-80108, Kenya;
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Jemal K, Geleta TA, Deriba BS, Awol M. Anxiety and depression symptoms in older adults during coronavirus disease 2019 pandemic: A community-based cross-sectional study. SAGE Open Med 2021; 9:20503121211040050. [PMID: 34434556 PMCID: PMC8381461 DOI: 10.1177/20503121211040050] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Accepted: 07/29/2021] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES The coronavirus disease 2019 pandemic has caused high morbidity and mortality in older adults over the world. Because the coronavirus disease 2019 pandemic greatly affects older adults who have a preexisting health condition, they are generally susceptible to a high incidence of severe symptoms of anxiety and depression. Therefore, we aimed to assess the prevalence of anxiety and depression symptoms in older adults during the coronavirus disease 2019 pandemic. METHODS Community-based cross-sectional study was completed in August 2020. Standardized and pretested General Anxiety Disorder-7 and Geriatric Depression Scale were used to screen the symptoms of anxiety and depression, respectively. Data were entered into EpiData (version 4.3.2) and transferred to SPSS (version 24) for further analysis. Bivariate and multivariate logistic regression analyses were carried out to determine the significantly associated variables with a 95% confidence interval at p < 0.05. RESULTS Of the total older adults interviewed, 68.7% had developed symptoms of anxiety and 59.9% had symptoms of depression during the coronavirus disease 2019 pandemic. Female participants, having a chronic disease and poor knowledge of the coronavirus disease 2019 pandemic, were significantly associated with anxiety symptoms. Age category of 81 to 90 and above 90, lack of social support, and having a chronic disease were significantly associated with symptoms of depression. CONCLUSION The symptoms of anxiety and depression among older adults in the North Shoa Zone during coronavirus disease 2019 were higher than before the coronavirus disease 2019 happened. The results were evidence points for developing a psychological intervention to tackle the older adults' mental health needs in the community during and after the coronavirus disease 2019 pandemic.
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Affiliation(s)
- Kemal Jemal
- Department of Nursing, College of
Health Sciences, Salale University, Fiche, Ethiopia
| | - Tinsae Abeya Geleta
- Department of Public Health, College of
Health Sciences, Salale University, Fiche, Ethiopia
| | - Berhanu Senbeta Deriba
- Department of Public Health, College of
Health Sciences, Salale University, Fiche, Ethiopia
| | - Mukemil Awol
- Department of Midwifery, College of
Health Sciences, Salale University, Fiche, Ethiopia
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Kigozi G. Construct validity and reliability of the generalised anxiety disorder-7 scale in a sample of tuberculosis patients in the Free State Province, South Africa. S Afr J Infect Dis 2021; 36:298. [PMID: 34522696 PMCID: PMC8424773 DOI: 10.4102/sajid.v36i1.298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 07/08/2021] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND Generalised anxiety disorder (GAD) frequently occurs amongst patients with tuberculosis (TB) and contributes to poor quality of life and treatment outcomes. This study evaluated the construct validity and reliability of the GAD-7 scale in a sample of patients with TB in the Free State Province. METHODS A pilot study was conducted amongst a convenience sample of 208 adult patients newly diagnosed with drug-susceptible TB attending primary healthcare (PHC) facilities in the Lejweleputswa District in the Free State. A structured interviewer-administered questionnaire comprising social demographic questions and the GAD-7 scale was used. Confirmatory factor analysis was used to investigate the construct validity of the GAD-7 scale. The reliability of the scale was assessed by calculating Cronbach's alpha. RESULTS The analysis showed that a modified two-factor (somatic symptoms and cognitive -emotional symptoms) model, in which the items 'Not being able to stop or control worrying' and 'Worrying too much about different things' were allowed to covary (Comparative Fit Index: 0.996, Tucker-Lewis Index: 0.993, Root Mean Square Error of Approximation: 0.070, 90% confidence interval: 0.032-0.089), fitted the data better than a unidimensional (generalised anxiety) or an unmodified two-factor model. The indicators all showed significant positive factor loadings, with standardised coefficients ranging from 0.719 to 0.873. The Cronbach's alpha of the scale was 0.86. CONCLUSION The modified two-factor structure and high internal consistency respectively provide evidence for construct validity and reliability of the GAD-7 scale for assessing GAD amongst patients with TB. Studies are necessary to assess the performance of this brief scale under routine TB programme conditions in the Free State.
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Affiliation(s)
- Gladys Kigozi
- Centre for Health Systems Research & Development, Faculty of the Humanities, University of the Free State, Bloemfontein, South Africa
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29
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Leis M, McDermott M, Koziarz A, Szadkowski L, Kariri A, Beattie TS, Kaul R, Kimani J. Intimate partner and client-perpetrated violence are associated with reduced HIV pre-exposure prophylaxis (PrEP) uptake, depression and generalized anxiety in a cross-sectional study of female sex workers from Nairobi, Kenya. J Int AIDS Soc 2021; 24 Suppl 2:e25711. [PMID: 34164924 PMCID: PMC8222843 DOI: 10.1002/jia2.25711] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 03/19/2021] [Accepted: 03/23/2021] [Indexed: 11/06/2022] Open
Abstract
INTRODUCTION UNAIDS has identified female sex workers (FSW) as a key HIV at-risk population. FSW disproportionately experience gender-based violence, which compounds their risk of HIV acquisition and may contribute to adverse mental health outcomes. Pre-exposure prophylaxis (PrEP) is a powerful but underused HIV prevention tool for these women. This study explored the associations between intimate partner violence (IPV) and client-perpetrated violence against FSW, mental health outcomes and PrEP use. METHODS An anonymous questionnaire was administered to a convenience sample of 220 Nairobi FSW attending dedicated clinics from June to July 2019, where PrEP was available free of charge. A modified version of the WHO Violence Against Women Instrument assessed IPV and client-perpetrated violence, and the Patient Health Questionnaire-9 (PHQ-9) and Generalized Anxiety Disorder-7 (GAD-7) assessed depressive and anxiety symptoms respectively. Multivariable logistic regressions evaluated predictors of depression, generalized anxiety and PrEP use. RESULTS Of the total 220 women (median [IQR] age 32 [27-39]), 56.8% (125/220) reported depression (PHQ-9 ≥ 10) and 39.1% (86/220) reported anxiety (GAD-7 ≥ 10). Only 41.4% (91/220) reported optimal use of PrEP (taken correctly six to seven days/week) despite the cohort pursuing sex work for a median of 7 (4 to 12) years. Most women reported experiencing any violence in the past 12 months (90%, 198/220). Any recent IPV was frequent (78.7%, 129/164), particularly emotional IPV (66.5%, 109/164), as was any client-perpetrated violence in the past 12 months (80.9%, 178/220). Regression analyses found that violence was independently associated with depression (adjusted OR [aOR] 9.39, 95% CI 2.90 to 30.42, p = 0.0002) and generalized anxiety (aOR 3.47, 95% CI 1.10 to 10.88, p = 0.03), with the strongest associations between emotional IPV and both depression and anxiety. Recent client-perpetrated emotional violence (aOR 0.23, 95% CI 0.07 to 0.71, p = 0.01) was associated with decreased PrEP use, whereas client-perpetrated physical violence was associated with increased PrEP use (aOR 3.01, 95% CI 1.16 to 7.81, p = 0.02). CONCLUSIONS There was a high prevalence of recent violence by different perpetrators as well as depression and anxiety among FSW from Nairobi. PrEP use was relatively infrequent, and recent client-perpetrated emotional violence was associated with PrEP non-use. Interventions to reduce gender-based violence may independently enhance HIV prevention and reduce the mental health burden in this community.
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Affiliation(s)
- Maria Leis
- Department of MedicineUniversity of TorontoTorontoCanada
| | | | - Alex Koziarz
- Department of MedicineUniversity of TorontoTorontoCanada
| | - Leah Szadkowski
- Biostatistics Research UnitUniversity Health NetworkTorontoCanada
| | - Antony Kariri
- Department of Medical MicrobiologyUniversity of NairobiNairobiKenya
| | - Tara S Beattie
- Department of Global Health and DevelopmentLondon School of Hygiene and Tropical MedicineLondonEngland
| | - Rupert Kaul
- Department of MedicineUniversity of TorontoTorontoCanada
| | - Joshua Kimani
- Department of Medical MicrobiologyUniversity of NairobiNairobiKenya
- Department of Medical MicrobiologyUniversity of ManitobaManitobaCanada
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Generalized anxiety symptoms among women attending antenatal clinic in Mwanza Tanzania; a cross-sectional study. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2021. [DOI: 10.1016/j.jadr.2021.100124] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Nyongesa MK, Mwangi P, Kinuthia M, Hassan AS, Koot HM, Cuijpers P, Newton CRJC, Abubakar A. Prevalence, risk and protective indicators of common mental disorders among young people living with HIV compared to their uninfected peers from the Kenyan coast: a cross-sectional study. BMC Psychiatry 2021; 21:90. [PMID: 33568115 PMCID: PMC7877112 DOI: 10.1186/s12888-021-03079-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 01/31/2021] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND In sub-Saharan Africa, common mental disorders (CMDs) like depression and anxiety are under-investigated amongst young people living with HIV (YLWH). To address the gap, in Kenya we: a) determined the prevalence of CMDs among YLWH compared to their uninfected peers; b) investigated HIV status as an independent predictor of CMDs in young people; c) investigated CMDs risk and protective indicators with more focus on YLWH. METHODS Between November 2018 and September 2019, 819 young people aged 18-24 years (407 HIV-infected) were recruited from two Counties on the Kenyan coast. Locally adapted pre-existing mental health measures, Patient Health Questionnaire (9-item) and Generalized Anxiety Disorder scale (7-item), were administered among other questionnaires via audio computer-assisted self-interview. Logistic regression was used to determine the correlates of CMDs. RESULTS Prevalence of CMDs was significantly elevated among YLWH compared to their uninfected peers i.e. 29% vs. 12%; p < 0.001 for depressive symptoms, 19% vs. 8%; p < 0.001 for anxiety symptoms, and 16% vs. 5%; p < 0.001 for comorbid depressive and anxiety symptoms. HIV status independently predicted depressive symptoms and its co-occurrence with anxiety symptoms. Among YLWH, negative life events, higher perceived HIV-related stigma and low adherence to antiretroviral therapy were the risk indicators for elevated CMDs. Among HIV-uninfected youths, death of both parents was a risk indicator for elevated depressive symptoms. Protective indicators against CMDs among youths with and without HIV included higher social support and health-related quality of life. CONCLUSION At the Kenyan coast, YLWH have significantly higher burden of CMDs compared to their uninfected peers. Being HIV-positive as a youth in this setting is predictive of more depressive symptoms and its comorbidity with anxiety symptoms. YLWH at high risk of CMDs in coastal Kenya can benefit from early detection, referral and treatment if routine screening for CMDs is integrated in their care package. The mental wellbeing of bereaving HIV-unaffected youths could be improved through continued support to help them come to terms with their loss. At the community level, programmes strengthening the social capital or improving the overall quality of life of youths with or without HIV may be beneficial to their mental health.
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Affiliation(s)
- Moses K. Nyongesa
- grid.33058.3d0000 0001 0155 5938KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), KEMRI, Box 230, Kilifi, Kenya ,Department of Clinical, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Paul Mwangi
- grid.33058.3d0000 0001 0155 5938KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), KEMRI, Box 230, Kilifi, Kenya
| | - Michael Kinuthia
- grid.33058.3d0000 0001 0155 5938KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), KEMRI, Box 230, Kilifi, Kenya
| | - Amin S. Hassan
- grid.33058.3d0000 0001 0155 5938KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), KEMRI, Box 230, Kilifi, Kenya
| | - Hans M. Koot
- Department of Clinical, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Pim Cuijpers
- Department of Clinical, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Charles R. J. C. Newton
- grid.33058.3d0000 0001 0155 5938KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), KEMRI, Box 230, Kilifi, Kenya ,grid.449370.d0000 0004 1780 4347Department of Public Health, Pwani University, Kilifi, Kenya ,grid.4991.50000 0004 1936 8948Department of Psychiatry, University of Oxford, Oxford, UK
| | - Amina Abubakar
- grid.33058.3d0000 0001 0155 5938KEMRI-Wellcome Trust Research Programme, Centre for Geographic Medicine Research (Coast), KEMRI, Box 230, Kilifi, Kenya ,grid.449370.d0000 0004 1780 4347Department of Public Health, Pwani University, Kilifi, Kenya ,grid.4991.50000 0004 1936 8948Department of Psychiatry, University of Oxford, Oxford, UK ,grid.470490.eInstitute for Human Development, Aga Khan University, Nairobi, Kenya
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Kwobah EK, Mwangi A, Patel K, Mwogi T, Kiptoo R, Atwoli L. Mental Disorders Among Health Care Workers at the Early Phase of COVID-19 Pandemic in Kenya; Findings of an Online Descriptive Survey. Front Psychiatry 2021; 12:665611. [PMID: 34366913 PMCID: PMC8339368 DOI: 10.3389/fpsyt.2021.665611] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 06/24/2021] [Indexed: 12/23/2022] Open
Abstract
Background: Healthcare workers responding to the Corona Virus Pandemic (COVID-19) are at risk of mental illness. Data is scanty on the burden of mental disorders among Kenyan healthcare workers responding to the pandemic that can inform mental health and psychosocial support. The purpose of this study was to establish the frequency and associated factors of worry, generalized anxiety disorder, depression, posttraumatic stress disorder and poor quality of sleep among Kenyan health care workers at the beginning of COVID-19 pandemic. Methods: We conducted an online survey among 1,259 health care workers in Kenya. A researcher developed social demographic questionnaire and several standardized tools were used for data collection. Standardized tools were programmed into Redcap, (Research Electronic Data Capture) and data analysis was performed using R Core Team. In all analysis a p-value < 0.05 was considered significant. Results: 66% of the participants reported experiencing worry related to COVID-19. 32.1% had depression, 36% had generalized anxiety, 24.2% had insomnia and 64.7% scored positively for probable Post Traumatic Stress Disorder (PTSD). Depression was higher among females compared to men (36.5 vs. 26.9%, p = 0.003), workers <35 years old compared to older ones (38.1 vs. 26.4%, p < 0.001), and those who were not married compared to those who were married (40.6 vs. 27.6%, p < 0.001). Generalized anxiety was commoner among workers aged <35 years (43.5 vs. 29.3%, p < 0.001), females (41.7 vs. 29.2%, p < 0.001), those who mere not married compared to the married (45.2 vs. 31.2%, p < 0.001) and those with <10 years working experience (41.6 to 20.5%, p < 0.001). Younger health care professional had a higher proportion of insomnia compared to the older ones (30.3 vs. 18.6%, p < 0.001). Insomnia was higher among those with <10 years' experience compared to those with more than 20 years' experience(27.3 vs. 17.6%, p = 0.043) Conclusion: Many Kenyan healthcare workers in the early phase of COVID-19 pandemic suffered from various common mental disorders with young, female professionals who are not married bearing the bigger burden. This data is useful in informing interventions to promote mental and psychosocial wellbeing among Kenyan healthcare workers responding to the pandemic.
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Affiliation(s)
- Edith Kamaru Kwobah
- Department of Mental Health, Moi Teaching and Referral Hospital, Eldoret, Kenya
| | - Ann Mwangi
- Department of Mathematics, Physics and Computing, Moi University, Eldoret, Kenya
| | - Kirtika Patel
- Department of Immunology, Moi University, Eldoret, Kenya
| | - Thomas Mwogi
- Directorate of Informatics, Moi Teaching and Referral Hospital, Eldoret, Kenya
| | - Robert Kiptoo
- Department of Mental Health, Moi Teaching and Referral Hospital, Eldoret, Kenya
| | - Lukoye Atwoli
- Department of Medicine, Aga Khan University Medical College, East Africa, Nairobi, Kenya.,Department of Mental Health and Behavioral Sciences, Moi University, Eldoret, Kenya
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Xiao P, Chen L, Dong X, Zhao Z, Yu J, Wang D, Li W. Anxiety, Depression, and Satisfaction With Life Among College Students in China: Nine Months After Initiation of the Outbreak of COVID-19. Front Psychiatry 2021; 12:777190. [PMID: 35126198 PMCID: PMC8808246 DOI: 10.3389/fpsyt.2021.777190] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 12/03/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND/OBJECTIVE Mental health problems are common among college students. This study sought to assess the prevalence and risk factors of depressive and anxiety symptoms and well-being among Chinese college students 9 months after initiation of the outbreak of COVID-19. METHOD A cross-sectional study (N = 3,951, mean age = 19.58) was conducted from October to December 2020. An online survey was used to collect socio-demographic data, and the symptoms of depression and anxiety and satisfaction with life using Disorder 7-Item Scale (GAD-7), the Patient Health Questionnaire 9-Item Scale (PHQ-9), and the 5-items Satisfaction with Life Scale (SWLS). RESULTS The prevalence of depressive and anxiety symptoms was 59.35 and 54.34%, respectively, and the score of satisfaction with life was 20.51 ± 6.42 among Chinese college students during the pandemic. After controlling for covariates, students in urban areas (AOR = 0.73, 95% CI = 0.61-0.87), with good family economic levels (AOR = 0.77, 95% CI = 0.66-0.91), and having psychological counseling (AOR = 0.55, 95% CI = 0.42-0.73) were positively associated with depression symptoms; meanwhile, higher anxiety symptoms were observed among medical students (AOR = 0.81, 95% CI = 0.69-0.95). Besides, healthy lifestyle such as regular physical activity and diet was associated with depression and anxiety symptoms. Multiple linear models revealed that medical students (β = 0.479, P = 0.031), those with good family economic level by self-evaluation (β = 1.283, P < 0.001 for good; β = 3.013, P < 0.001 for general), good academic performance by self-evaluation (β = 1.786, P < 0.001 for good; β = 3.386, P < 0.001 for general), learning burden (β = 1.607, P < 0.001 for general; β = 2.117, P < 0.001 for light), regular physical activity (β = 0.859, P < 0.001), daily routine (β = 1.289, P < 0.001), diet (β = 1.714, P < 0.001), and sufficient sleep (β = 1.408, P < 0.001) had more score of SWLS (all β > 0, P < 0.05), while senior students (β = -1.053, P=0.009), students having psychological counseling (β = -1.753, P < 0.001), and drinking (β = -0.743, P = 0.012) had lower satisfaction with life. CONCLUSIONS These findings suggest that more attention should be paid to psychological health among college students, especially during and after the COVID-19 outbreak. Policy makers and educators should help college students develop a healthy lifestyle with regular diet and exercise to promote the psychological health of college students.
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Affiliation(s)
- Pei Xiao
- Center for Non-communicable Disease Management, National Center for Children's Health, Beijing Children's Hospital, Capital Medical University, Beijing, China
| | - Liang Chen
- Department of the Prevention and Treatment of Leprosy, Wuhan Institute of Dermatology and Venereology, Wuhan, China
| | | | - Zhiya Zhao
- Department of Social Medicine and Health Management, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jincong Yu
- Education and Counseling Center for Psychological Health, Zhongnan University of Economics and Law, Wuhan, China
| | - Dongming Wang
- Department of Occupational and Environmental Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Key Laboratory of Environment and Health, Ministry of Education and Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wenzhen Li
- Department of Social Medicine and Health Management, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Habtamu Y, Admasu K, Tullu M, Damene W, Birhanu A, Beyero T, Tereda AB. Mental Health Outcomes among Frontline Health-Care Workers at Eka Kotebe National COVID-19 Treatment Center, Addis Ababa, Ethiopia, 2020: A Cross-Sectional Study. Neuropsychiatr Dis Treat 2021; 17:2831-2840. [PMID: 35497932 PMCID: PMC9043258 DOI: 10.2147/ndt.s311949] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 08/07/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND The COVID-19 pandemic has resulted in many frontline health-care workers vulnerable to developing various mental health conditions. This study aimed to determine prevalence and associated factors of such conditions among frontline workers at Eka Kotebe National COVID-19 Treatment Center in Addis Ababa, Ethiopia. METHODS This institution-based cross-sectional study was conducted between May and June 2020 on 280 frontline workers. Mental health outcomes (depression, anxiety, insomnia, and posttraumatic stress disorder) were assessed using the Patient Health Questionnaire9, Generalized Anxiety Disorder 7 questionnaire, PTSD Checklist - civilian version, and Pittsburgh Sleep Quality Index. Responses were coded, entered into EpiData 3.1 and analyzed using SPSS 20. Associations between outcomes and independent variables were identified using bivariate and multivariate logistic regressions, statistical significance set at p<0.05. RESULTS A total of 238 subjects participated in the study, with a response rate of 85%. Estimated prevalence was 31.1% (95% CI 24.8%-37%) for anxiety, 27.3% (95% CI 21.8%-32.4%) for depression, 16% (95% CI 11.3%-21%) for PTSD, and 40.8% (95% CI 33.6%-47.5%) for insomnia. Female sex (AOR 2.99, 95% CI 1.49-5.97), being married, (AOR 13.2, 95% CI 3.42-50.7), being single (AOR 11.5, 95% CI 3.38-39.8), duration of exposure 1-2 hours (AOR 0.29, 95% CI 0.14-0.64), and assigned place of work (critical ward -AOR 2.26, 95% CI 1.03-4.97; ICU - AOR 4.44, 95% CI 1.51-13.05) were found to be significant predictors of depression. CONCLUSION We found a high estimated prevalence of mental health outcomes. Sex, marital status, duration of exposure, and assigned place of work were found to be associated with depression.
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Affiliation(s)
- Yodit Habtamu
- Department of Psychiatry, Eka Kotebe General Hospital, Addis Ababa, Ethiopia
| | - Kalkidan Admasu
- Psychosocial and Rehabilitation Services Department, Eka Kotebe General Hospital, Addis Ababa, Ethiopia
| | - Mikiyas Tullu
- Department of Psychiatry, College of Health Sciences, Kotebe Metropolitan University, Addis Ababa, Ethiopia
| | - Woyenabeba Damene
- Research and Training Department, Eka Kotebe General Hospital, Addis Ababa, Ethiopia
| | - Addis Birhanu
- Department of Public Health, College of Medicine, Jimma University, Jimma, Ethiopia
| | - Teferra Beyero
- Department of Psychiatry, Eka Kotebe General Hospital, Addis Ababa, Ethiopia
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Huang L, Xu X, Zhang L, Zheng D, Liu Y, Feng B, Hu J, Lin Q, Xi X, Wang Q, Lin M, Zhou X, He Z, Weng H, Deng Q, Ding B, Guo J, Zhang Z. Post-traumatic Stress Disorder Symptoms and Quality of Life of COVID-19 Survivors at 6-Month Follow-Up: A Cross-Sectional Observational Study. Front Psychiatry 2021; 12:782478. [PMID: 35082700 PMCID: PMC8784850 DOI: 10.3389/fpsyt.2021.782478] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 12/02/2021] [Indexed: 12/31/2022] Open
Abstract
Background: Post-traumatic stress disorder (PTSD) is the most common psychiatric sequelae among novel coronavirus disease (COVID-19) patients. The aim of this study was to determine the prevalence of PTSD symptoms, PTSD-related factors, and its relationship with quality of life at long-term follow-up in hospitalized COVID-19 survivors. Methods: A cross-sectional study was undertaken to evaluate the health consequences of hospitalized COVID-19 survivors. All participants were interviewed face-to-face through a series of questionnaires: a researcher-developed symptom questionnaire, the Post-traumatic Stress Disorder Checklist-Civilian Version, the Generalized Anxiety Disorder 7-item, and the 36-item Short Form. Results: A total of 574 participants were enrolled with an average age of 57 years. The median follow-up time post-discharge was 193.9 days (SD = 15.32). Among the participants, 77.9% of survivors presented with at least one symptom, where fatigue or muscle weakness (47.9%) was reported the most frequently, followed by chest distress (29.4%) and sleep difficulty (29.4%). The prevalence of PTSD was 11.15% [95% confidence interval (CI): 8.56, 13.73] with a cut-off score of 44. Factors such as respiratory symptoms [odds ratio (OR): 3.53; 95% CI: 1.68-7.42], anxiety (OR: 14.64; 95% CI: 7.09-30.21), and sleep difficulty (OR: 2.17; 95% CI: 1.14-4.16) were positively related to PTSD. Those COVID-19 survivors with potential PTSD had significantly lower quality of life than those without (P < 0.05). Conclusion: Our study illustrated that a significant number of COVID-19 survivors were suffering from physical or mental distress to varying degrees at 6 months post-discharge. People with PTSD were more likely to experience persistent respiratory symptoms and sleep difficulty, as well as anxiety and a decreased quality of life. Such survivors require greater attention to their mental health, particularly the PTSD symptoms at the early phase, which may play an important role in the recovery of both the physical and psychological health of COVID-19 survivors.
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Affiliation(s)
- Liqun Huang
- The Second Clinical College, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiaohua Xu
- The Second Clinical College, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Lingjie Zhang
- Department of Medical Administration, Hubei Provincial Hospital of Traditional Chinese and Western Medicine, Wuhan, China
| | - Danwen Zheng
- Department of Emergency, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yuntao Liu
- Department of Emergency, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Bing Feng
- Department of Pharmacology of Traditional Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jiajun Hu
- Department of Medical Administration, Hubei Provincial Hospital of Traditional Chinese and Western Medicine, Wuhan, China
| | - Qiaoli Lin
- Department of Geriatrics, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiaotu Xi
- Department of Emergency, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Qian Wang
- The Second Clinical College, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Meixuan Lin
- The Second Clinical College, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xin Zhou
- The Second Clinical College, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zehui He
- Department of Clinical Epidemiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Heng Weng
- Department of Clinical Epidemiology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Qiuying Deng
- Department of Emergency, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Banghan Ding
- Department of Emergency, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jianwen Guo
- Department of Medical Administration, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zhongde Zhang
- Department of Emergency, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.,Guangdong Provincial Key Laboratory of Research on Emergency in Traditional Chinese Medicine, Guangzhou, China
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