Predicting the impact of the 2011 conflict in Libya on population mental health: PTSD and depression prevalence and mental health service requirements
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BACKGROUND: Mental disorders are likely to be elevated in the Libyan population during the post-conflict period. We estimated cases of severe PTSD and depression and related health service requirements using modelling from existing epidemiological data and current recommended mental health service targets in low and middle income countries (LMIC's). METHODS: Post-conflict prevalence estimates were derived from models based on a previously conducted systematic review and meta-regression analysis of mental health among populations living in conflict. Political terror ratings and intensity of exposure to traumatic events were used in predictive models. Prevalence of severe cases was applied to chosen populations along with uncertainty ranges. Six populations deemed to be affected by the conflict were chosen for modelling: Misrata (population of 444,812), Benghazi (pop. 674,094), Zintan (pop. 40,000), displaced people within Tripoli/Zlitan (pop. 49,000), displaced people within Misrata (pop. 25,000) and Ras Jdir camps (pop. 3,700). Proposed targets for service coverage, resource utilisation and full-time equivalent staffing for management of severe cases of major depression and post-traumatic stress disorder (PTSD) are based on a published model for LMIC's. FINDINGS: Severe PTSD prevalence in populations exposed to a high level of political terror and traumatic events was estimated at 12.4% (95%CI 8.5-16.7) and was 19.8% (95%CI 14.0-26.3) for severe depression. Across all six populations (total population 1,236,600), the conflict could be associated with 123,200 (71,600-182,400) cases of severe PTSD and 228,100 (134,000-344,200) cases of severe depression; 50% of PTSD cases were estimated to co-occur with severe depression. Based upon service coverage targets, approximately 154 full-time equivalent staff would be required to respond to these cases sufficiently which is substantially below the current level of resource estimates for these regions. DISCUSSION: This is the first attempt to predict the mental health burden and consequent service response needs of such a conflict, and is crucially timed for Libya.
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MDD has been linked to risk factors such as conflict, intimate partner violence, and child sexual abuse.
“GBD 2010's capacity to generate country-level burden as well as regional estimates was especially relevant for MDD, which has been linked to risk factors such as conflict [2],[37], intimate partner violence, and child sexual abuse [15], the levels of which vary between countries.”
From Burden of depressive disorders by country, sex, age, and year: findings from the Global Burden of Disease Study 2010 (2013) · cites this paper as [37]
The levels of conflict, intimate partner violence, and child sexual abuse vary between countries.
“GBD 2010's capacity to generate country-level burden as well as regional estimates was especially relevant for MDD, which has been linked to risk factors such as conflict [2],[37], intimate partner violence, and child sexual abuse [15], the levels of which vary between countries.”
From Burden of depressive disorders by country, sex, age, and year: findings from the Global Burden of Disease Study 2010 (2013) · cites this paper as [37]
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- Authors
- Charlson, F. J., Steel, Z., Degenhardt, L., Chey, T., Silove, D., Marnane, C., & Whiteford, H. A.
- Affiliations
- The University of Queensland (AU)
- UNSW Sydney (AU)
- The University of Melbourne (AU)
- Corresponding author
- Whiteford, Harvey A.
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2012-07-13
- Volume
- 7
- Issue
- 7
- Pages
- e40593
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC3396632
- OpenAlex
- W2054154350
- Cited by
- 62
- References
- 42
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 4 · 2023: 4 · 2022: 6 · 2021: 9 · 2020: 8 · 2019: 2 · 2018: 2 · 2017: 3 · 2016: 6 · 2014: 3 · 2013: 8 · 2012: 1
- FWCI
- 6.82
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Minerva Access (University of Melbourne) (submittedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health and Conflict Studies
- Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Keywords
- post-conflict mental health, post-traumatic stress disorder, depression, political terror, trauma exposure, displaced persons
- MeSH terms
- Depression, Humans, Libya, Mental Health, Mental Health Services, Public Health, Stress Disorders, Post-Traumatic, Warfare, Models, Statistical, Prevalence
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