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Thomas HM, Runions KC, Lester L, Lombardi K, Epstein M, Mandzufas J, Barrow T, Ang S, Leahy A, Mullane M, Whelan A, Coffin J, Mitrou F, Zubrick SR, Bowen AC, Gething PW, Cross D. Western Australian adolescent emotional wellbeing during the COVID-19 pandemic in 2020. Child Adolesc Psychiatry Ment Health 2022; 16:4. [PMID: 35027061 PMCID: PMC8756750 DOI: 10.1186/s13034-021-00433-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 12/13/2021] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND The impacts of the COVID-19 pandemic have been vast and are not limited to physical health. Many adolescents have experienced disruptions to daily life, including changes in their school routine and family's financial or emotional security, potentially impacting their emotional wellbeing. In low COVID-19 prevalence settings, the impact of isolation has been mitigated for most young people through continued face-to-face schooling, yet there may still be significant impacts on their wellbeing that could be attributed to the pandemic. METHODS We report on data from 32,849 surveys from Year 7-12 students in 40 schools over two 2020 survey cycles (June/July: 19,240; October: 13,609), drawn from a study of 79 primary and secondary schools across Western Australia, Australia. The Child Health Utility Index (CHU9D) was used to measure difficulties and distress in responding secondary school students only. Using comparable Australian data collected six years prior to the pandemic, the CHU9D was calibrated against the Kessler-10 to establish a reliable threshold for CHU9D-rated distress. RESULTS Compared to 14% of responding 12-18-year-olds in 2013/2014, in both 2020 survey cycles almost 40% of secondary students returned a CHU9D score above a threshold indicative of elevated difficulties and distress. Student distress increased significantly between June and October 2020. Female students, those in older Grades, those with few friendships or perceived poor quality friendships, and those with poor connectedness to school were more likely to score above the threshold. CONCLUSIONS In a large dataset collected during the first year of the COVID-19 pandemic, the proportion of secondary school students with scores indicative of difficulties and distress was substantially higher than a 2013/2014 benchmark, and distress increased as the pandemic progressed, despite the low local prevalence of COVID-19. This may indicate a general decline in social and emotional wellbeing exacerbated by the events of the pandemic. TRIAL REGISTRATION ANZCTRN (ACTRN12620000922976). Retrospectively registered 17/08/2020. https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=380429&isReview=true .
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Affiliation(s)
- H. M. Thomas
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia
| | - K. C. Runions
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia
| | - L. Lester
- grid.1012.20000 0004 1936 7910University of Western Australia, Perth, Australia
| | - K. Lombardi
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia ,grid.1038.a0000 0004 0389 4302Edith Cowan University, Perth, Australia
| | - M. Epstein
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia
| | - J. Mandzufas
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia
| | - T. Barrow
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia
| | - S. Ang
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia
| | - A. Leahy
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia
| | - M. Mullane
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia
| | - A. Whelan
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia
| | - J. Coffin
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia ,grid.1012.20000 0004 1936 7910University of Western Australia, Perth, Australia
| | - F. Mitrou
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia
| | - S. R. Zubrick
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia
| | - A. C. Bowen
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia ,grid.1012.20000 0004 1936 7910University of Western Australia, Perth, Australia ,grid.410667.20000 0004 0625 8600Perth Children’s Hospital, Perth, Australia
| | - P. W. Gething
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia ,grid.1032.00000 0004 0375 4078Curtin University, Perth, Australia
| | - D. Cross
- grid.414659.b0000 0000 8828 1230Telethon Kids Institute, Perth, Australia ,grid.1012.20000 0004 1936 7910University of Western Australia, Perth, Australia
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Nsoesie EO, Kraemer MU, Golding N, Pigott DM, Brady OJ, Moyes CL, Johansson MA, Gething PW, Velayudhan R, Khan K, Hay SI, Brownstein JS. Global distribution and environmental suitability for chikungunya virus, 1952 to 2015. ACTA ACUST UNITED AC 2017; 21. [PMID: 27239817 DOI: 10.2807/1560-7917.es.2016.21.20.30234] [Citation(s) in RCA: 109] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Accepted: 03/20/2016] [Indexed: 01/19/2023]
Abstract
Chikungunya fever is an acute febrile illness caused by the chikungunya virus (CHIKV), which is transmitted to humans by Aedes mosquitoes. Although chikungunya fever is rarely fatal, patients can experience debilitating symptoms that last from months to years. Here we comprehensively assess the global distribution of chikungunya and produce high-resolution maps, using an established modelling framework that combines a comprehensive occurrence database with bespoke environmental correlates, including up-to-date Aedes distribution maps. This enables estimation of the current total population-at-risk of CHIKV transmission and identification of areas where the virus may spread to in the future. We identified 94 countries with good evidence for current CHIKV presence and a set of countries in the New and Old World with potential for future CHIKV establishment, demonstrated by high environmental suitability for transmission and in some cases previous sporadic reports. Aedes aegypti presence was identified as one of the major contributing factors to CHIKV transmission but significant geographical heterogeneity exists. We estimated 1.3 billion people are living in areas at-risk of CHIKV transmission. These maps provide a baseline for identifying areas where prevention and control efforts should be prioritised and can be used to guide estimation of the global burden of CHIKV.
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Affiliation(s)
- E O Nsoesie
- Children's Hospital Informatics Program, Boston Children's Hospital, Boston, United States.,Department of Pediatrics, Harvard Medical School, Boston, United States.,Institute of Health Metrics and Evaluation, University of Washington, Seattle, United States
| | - M U Kraemer
- Spatial Ecology and Epidemiology Group, Department of Zoology, University of Oxford, United Kingdom
| | - N Golding
- Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, United Kingdom.,Department of BioScience, University of Melbourne, Australia
| | - D M Pigott
- Institute of Health Metrics and Evaluation, University of Washington, Seattle, United States.,Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, United Kingdom
| | - O J Brady
- Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, United Kingdom
| | - C L Moyes
- Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, United Kingdom
| | - M A Johansson
- Centers for Disease Control and Prevention, San Juan, Puerto Rico.,Center for Communicable Disease Dynamics, Harvard T. H. Chan School of Public Health, Boston, United States
| | - P W Gething
- Malaria Atlas Project, Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, United Kingdom
| | | | - K Khan
- Li Ka Shing Knowledge Institute, Division of Infectious Diseases, St Michael's Hospital, Toronto, Canada
| | - S I Hay
- Institute of Health Metrics and Evaluation, University of Washington, Seattle, United States.,Oxford Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, United Kingdom
| | - J S Brownstein
- Children's Hospital Informatics Program, Boston Children's Hospital, Boston, United States.,Department of Pediatrics, Harvard Medical School, Boston, United States.,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Canada
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Chiyaka C, Tatem AJ, Cohen JM, Gething PW, Johnston G, Gosling R, Laxminarayan R, Hay SI, Smith DL. Infectious disease. The stability of malaria elimination. Science 2013; 339:909-10. [PMID: 23430640 DOI: 10.1126/science.1229509] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Eradication may not be necessary before countries can eliminate, scale back control, and rely on health systems.
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Affiliation(s)
- C Chiyaka
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32610, USA
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