Mental Health and Injury Outcomes in Liberia, 1990–2017: An Ecological Systems Analysis
DOI:
https://doi.org/10.25159/2957-3645/10807Keywords:
ecological theory, Liberia, depression, sexual violence, mental healthAbstract
Bronfenbrenner’s bioecological model of human development is widely used to explain health outcomes, but most research focuses on the more immediate microsystem influences. Over the last 30 years, Liberia has experienced two civil wars, government regime changes, and an Ebola outbreak. We considered associations between those macrosystem and chronosystem shifts in Liberia on four public health outcomes from 1990 to 2017: suicide, depression, sexual violence, and substance use disorders. We conducted separate analyses for women and men. The results indicated substantial changes in health that coincided with macrosystem and chronosystem changes in Liberia. Men’s suicide rates increased during wartime and decreased afterwards, especially during the stable Sirleaf presidency. Both men and women experienced decreasing depression rates during the First Civil War. Depression rates for both men and women flattened during the stable Sirleaf presidency and increased during the Ebola outbreak. The rate of sexual violence was high for both genders during wartime and economic turmoil but declined markedly, especially among women, during the Sirleaf presidency, when government policies were enacted to reduce sexual violence. Substance use disorders were highest during times of economic stability and growth. Men experienced higher rates of suicide and substance use and lower rates of depression and sexual violence compared to women at all times. Consistent with Bronfenbrenner’s model, the results indicate how macrosystem and chronosystem shifts coincided with changes in individual-level mental health and injury outcome trends. We recommend macrosystem-level changes to prevent violence and increase mental health services, both in Liberia and globally.
References
Abrahams, N., Devries, K., Watts, C., Pallitto, C., Petzold, M., Shamu, S., & García-Moreno, C. (2014). Worldwide prevalence of non-partner sexual violence: A systematic review. Lancet, 383(9929), 1648–1654. https://doi.org/10.1016/s0140-6736(13)62243-6 DOI: https://doi.org/10.1016/S0140-6736(13)62243-6
Adu, J., & Oudshoorn, A. (2020). The deinstitutionalization of psychiatric hospitals in Ghana: An application of Bronfenbrenner’s social-ecological model. Issues in Mental Health Nursing, 41(4), 306–314. DOI: https://doi.org/10.1080/01612840.2019.1666327
Allen, M., & Devitt, C. (2012). Intimate partner violence and belief systems in Liberia. Journal of Interpersonal Violence, 27(17), 3514–3531. DOI: https://doi.org/10.1177/0886260512445382
American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). APA. https://doi.org/10.1176/appi.books.9780890425596 DOI: https://doi.org/10.1176/appi.books.9780890425596
Andoh-Arthur, J., Knizek, B. L., Osafo, J., & Hjelmeland, H. (2018). Suicide among men in Ghana: The burden of masculinity. Death Studies, 42(10), 658–666. DOI: https://doi.org/10.1080/07481187.2018.1426655
Assessment Capacities Project. (2015). Ebola outbreak in West Africa. Lessons learned from quarantine—Sierra Leone and Liberia. Geneva: ACAPS.
Belser, C. T., & Prescod, D. J. (2021). Conceptualizing COVID‐19‐related career concerns using bioecological systems: Implications for career practice. Career Development Quarterly, 69(4), 355–370. DOI: https://doi.org/10.1002/cdq.12279
Borumandnia, N., Khadembashi, N., Tabatabaei, M., & Alavi Majd, H. (2020). The prevalence rate of sexual violence worldwide: A trend analysis. BMC Public Health, 20(1), 1–7. DOI: https://doi.org/10.1186/s12889-020-09926-5
Branas, C. C., Dinardo, A. R., Puac Polanco, V. D., Harvey, M. J., Vassy, J. L., & Bream, K. (2013). An exploration of violence, mental health and substance abuse in post-conflict Guatemala. Health, 5(5), 825–833. https://doi.org/10.4236/health.2013.55109 DOI: https://doi.org/10.4236/health.2013.55109
Bronfenbrenner, U. (1977). Toward an experimental ecology of human development. American Psychologist, 32(7), 513–531. https://doi.org/10.1037/0003-066X.32.7.513 DOI: https://doi.org/10.1037/0003-066X.32.7.513
Bronfenbrenner, U. (1986). Ecology of the family as a context for human development: Research perspectives. Developmental Psychology, 22(6), 723–742. DOI: https://doi.org/10.1037/0012-1649.22.6.723
Bronfenbrenner, U. (2005). Making human beings human: Bioecological perspectives on human development. Sage.
Bronfenbrenner, U., & Morris, P. A. (2006). The bioecological model of human development. In R. M. Lerner & W. Damon (Eds.), Handbook of child psychology: Theoretical models of human development. Vol. 1 (pp. 793–828) (6th ed.). Hoboken, NJ: John Wiley & Sons.
Dahl, B. A., Kinzer, M. H., Raghunathan, P. L., Christie, A., De Cock, K. M., Mahoney, F., . . . & Morgan, O. W. (2016). CDC’s response to the 2014–2016 Ebola epidemic—Guinea, Liberia, and Sierra Leone. MMWR Supplements, 65(3), 12–20. https://doi.org/10.15585/mmwr.su6503a3 DOI: https://doi.org/10.15585/mmwr.su6503a3
De Jong, J. T. V. M., Komproe, I. H., Van Ommeren, M., El Masri, M., Araya, M., Khaled, N., Van de Put, W., & Somasundaram, D. (2001). Lifetime events and posttraumatic stress disorder in 4 postconflict settings. Journal of the American Medical Association, 286(5), 555–562. https://doi.org/10.1001/jama.286.5.555 DOI: https://doi.org/10.1001/jama.286.5.555
Farhood, L., Dimassi, H., & Strauss, N. L. (2013). Understanding post-conflict mental health: Assessment of PTSD, depression, general health and life events in civilian population one year after the 2006 war in South Lebanon. Journal of Traumatic Stress Disorders & Treatment, 2(2), 1–8.
Foster, V., & Pushak, N. (2010). Liberia’s Infrastructure: A Continental Perspective. Washington: World Bank. http://hdl.handle.net/10986/27770 DOI: https://doi.org/10.1596/27770
Gakidou, E., Afshin, A., Abajobir, A. A., Abate, K. H., Abbafati, C., Abbas, K. M., . . . & Duncan, S. (2017). Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2016: A systematic analysis for the global burden of disease study 2016. Lancet, 390(10100), 1345–1422. DOI: https://doi.org/10.1016/S0140-6736(17)32366-8
Gender Based Violence Interagency Taskforce. (2006). National plan of action for the prevention and management of gender based violence in Liberia. (GBV-POA). UN Women. Retrieved from https://evaw-global-database.unwomen.org/fr/countries/africa/liberia/2006/national-plan-of-action-for-the-prevention-and-management-of-gender-based-violence
Global Burden of Disease Collaborative Network. (2018). Global burden of disease study 2017 (GBD 2017) all-cause mortality and life expectancy 1950–2017. Seattle: Institute for Health Metrics and Evaluation.
Grant, J., & Guerin, P. B. (2014). Applying ecological modeling to parenting for Australian refugee families. Journal of Transcultural Nursing, 25(4), 325–333. DOI: https://doi.org/10.1177/1043659614523468
Grubisić-Ilić, M., Kozarić-Kovacić, D., Grubisić, F., & Kovacić, Z. (2002). Epidemiological study of suicide in the Republic of Croatia—Comparison of war and post-war periods and areas directly and indirectly affected by war. European Psychiatry, 17(5), 259–264. https://doi.org/10.1016/s0924-9338(02)00679-x DOI: https://doi.org/10.1016/S0924-9338(02)00679-X
Hay, S. I., Abajobir, A. A., Abate, K. H., Abbafati, C., Abbas, K. M., Abd-Allah, F., . . . & Ciobanu, L. G. (2017). Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2016: A systematic analysis for the global burden of disease study 2016. Lancet, 390(10100), 1260–1344. DOI: https://doi.org/10.1016/S0140-6736(17)32130-X
Hyland, P., Shevlin, M., McBride, O., Murphy, J., Karatzias, T., Bentall, R. P., Martinez, A., & Vallières, F. (2020). Anxiety and depression in the Republic of Ireland during the COVID‐19 pandemic. Acta Psychiatrica Scandinavica, 142(3), 249–256. DOI: https://doi.org/10.1111/acps.13219
Igbinoba, A. O., Soola, E. O., Omojola, O., Odukoya, J., Adekeye, O., & Salau, O. P. (2020). Women’s mass media exposure and maternal health awareness in Ota, Nigeria. Cogent Social Sciences, 6(1), 1766260. DOI: https://doi.org/10.1080/23311886.2020.1766260
Institute for Health Metrics and Evaluation. (2018). GBD compare data visualization. Seattle, WA: University of Washington. Retrieved from http://vizhub.healthdata.org/gbd-compare
International Monetary Fund. (2008). Liberia, IMF country report, 08(219). Retrieved from https://www.imf.org/external/pubs/ft/scr/2008/cr08219.pdf DOI: https://doi.org/10.5089/9781451822984.002
International Monetary Fund. (2011). Liberia: Poverty reduction strategy paper. Retrieved from https://www.imf.org/external/pubs/ft/scr/2011/cr11214.pdf DOI: https://doi.org/10.5089/9781455213689.002
Jalloh, M. F., Li, W., Bunnell, R. E., Ethier, K. A., O’Leary, A., Hageman, K. M., . . . & Redd, J. T. (2018). Impact of Ebola experiences and risk perceptions on mental health in Sierra Leone, July 2015. BMJ Global Health, 3(2), e000471. https://doi.org/10.1136/bmjgh-2017-000471 DOI: https://doi.org/10.1136/bmjgh-2017-000471
Johnson, K., Asher, J., Rosborough, S., Raja, A., Panjabi, R., Beadling, C., & Lawry, L. (2008). Association of combatant status and sexual violence with health and mental health outcomes in postconflict Liberia. Journal of the American Medical Association, 300(6), 676–690. https://doi.org/10.1001/jama.300.6.676 DOI: https://doi.org/10.1001/jama.300.6.676
Karam, E. G., Howard, D. B., Karam, A. N., Ashkar, A., Shaaya, M., Melhem, N., & El-Khoury, N. (1998). Major depression and external stressors: The Lebanon wars. European Archives of Psychiatry and Clinical Neuroscience, 248(5), 225–230. https://doi.org/10.1007/s004060050042 DOI: https://doi.org/10.1007/s004060050042
Khazaei, S., Armanmehr, V., Nematollahi, S., Rezaeian, S., & Khazaei, S. (2017). Suicide rate in relation to the human development index and other health related factors: A global ecological study from 91 countries. Journal of Epidemiology and Global Health, 7(2), 131–134. https://doi.org/10.1016/j.jegh.2016.12.002 DOI: https://doi.org/10.1016/j.jegh.2016.12.002
Madianos, M., Economou, M., Alexiou, T., & Stefanis, C. (2011). Depression and economic hardship across Greece in 2008 and 2009: Two cross-sectional surveys nationwide. Social Psychiatry and Psychiatric Epidemiology, 46(10), 943–952. https://doi.org/10.1007/s00127-010-0265-4 DOI: https://doi.org/10.1007/s00127-010-0265-4
Margolin, G., & Gordis, E. B. (2000). The effects of family and community violence on children. Annual Review of Psychology, 51, 445–479. https://doi.org/10.1146/annurev.psych.51.1.445 DOI: https://doi.org/10.1146/annurev.psych.51.1.445
Médecins Sans Frontières. (2015). Pushed to the limit and beyond: A year into the largest ever Ebola outbreak. https://www.msf.org/ebola-pushed-limit-and-beyond
Murthy, R. S., & Lakshminarayana, R. (2006). Mental health consequences of war: a brief review of research findings. World Psychiatry, 5(1), 25–30.
Ogbo, F. A., Mathsyaraja, S., Koti, R. K., Perz, J., & Page, A. (2018). The burden of depressive disorders in South Asia, 1990–2016: Findings from the global burden of disease study. BMC Psychiatry, 18(1), 333. https://doi.org/10.1186/s12888-018-1918-1 DOI: https://doi.org/10.1186/s12888-018-1918-1
Prust, M. L., Curry, L., Callands, T. A., Drakes, J., McLean, K., Harris, B., & Hansen, N. B. (2018). Risk factors for and consequences of substance use in post-conflict Liberia: A qualitative study. Community Mental Health Journal, 54(4), 438–449. DOI: https://doi.org/10.1007/s10597-017-0154-3
Robertson, L. S. (1996). Reducing death on the road: The effects of minimum safety standards, publicized crash tests, seat belts, and alcohol. American Journal of Public Health, 86(1), 31–34. https://doi.org/10.2105/ajph.86.1.31 DOI: https://doi.org/10.2105/AJPH.86.1.31
Salk, R. H., Hyde, J. S., & Abramson, L. Y. (2017). Gender differences in depression in representative national samples: Meta-analyses of diagnoses and symptoms. Psychological Bulletin, 143(8), 783–822. https://doi.org/10.1037/bul0000102 DOI: https://doi.org/10.1037/bul0000102
Seedat, S., Scott, K. M., Angermeyer, M. C., Berglund, P., Bromet, E. J., Brugha, T. S., . . . & Kessler, R. C. (2009). Cross-national associations between gender and mental disorders in the World Health Organization world mental health surveys. Archives of General Psychiatry, 66(7), 785–795. DOI: https://doi.org/10.1001/archgenpsychiatry.2009.36
Sesay, M. A. (1996). Civil war and collective intervention in Liberia. Review of African Political Economy, 23(67), 35–52. DOI: https://doi.org/10.1080/03056249608704176
Shaffer, R. M., Sellers, S. P., Baker, M. G., De Buen Kalman, R., Frostad, J., Suter, M. K., . . . & Hu, H. (2019). Improving and expanding estimates of the global burden of disease due to environmental health risk factors. Environmental Health Perspectives, 127(10), 105001. DOI: https://doi.org/10.1289/EHP5496
Sharkey, D. (2010). The war in Sierra Leone, its aftermath, and women’s resilience: One mother’s narrative. Journal of the Motherhood Initiative for Research and Community Involvement, 1(1), 91–102.
Somasundaram, D. J., & Rajadurai, S. (1995). War and suicide in northern Sri Lanka. Acta Psychiatrica Scandinavica, 91(1), 1–4. https://doi.org/10.1111/j.1600-0447.1995.tb09733.x DOI: https://doi.org/10.1111/j.1600-0447.1995.tb09733.x
Stepakoff, S., Hubbard, J., Katoh, M., Falk, E., Mikulu, J.-B., Nkhoma, P., & Omagwa, Y. (2006). Trauma healing in refugee camps in guinea: A psychosocial program for Liberian and Sierra Leonean survivors of torture and war. American Psychologist, 61(8), 921–932. https://doi.org/10.1037/0003-066X.61.8.921 DOI: https://doi.org/10.1037/0003-066X.61.8.921
Truth and Reconciliation Commission of Liberia. (2009). Volume One: Preliminary Findings and Determinations. Monrovia: Truth and Reconciliation Commission.
Vinck, P., Pham, P., & Kreutzer, T. (2011). Talking peace: A population-based survey on attitudes about security, dispute resolution, and post-conflict reconstruction in Liberia. SSRN. https://doi.org/10.2139/ssrn.1874025 DOI: https://doi.org/10.2139/ssrn.1874025
Wasserman, I. M. (1989). The effects of war and alcohol consumption patterns on suicide: United States, 1910–1933. Social Forces, 68(2), 513–530. DOI: https://doi.org/10.2307/2579258
Wasserman, I. M. (1992). The impact of epidemic, war, prohibition and media on suicide: United States, 1910–1920. Suicide and Life-Threatening Behavior, 22(2), 240–254.
Waugh M., & Guhn, M. (2014). Bioecological theory of human development. In: A. C. Michalos (Ed.), Encyclopedia of quality of life and well-being research. Dordrecht: Springer. https://doi.org/10.1007/978-94-007-0753-5_3438 DOI: https://doi.org/10.1007/978-94-007-0753-5_3438
Whiteford, H. A., Ferrari, A. J., Degenhardt, L., Feigin, V., & Vos, T. (2015). The global burden of mental, neurological and substance use disorders: An analysis from the global burden of disease study 2010. PLoS ONE, 10(2), e0116820. https://doi.org/10.1371/journal.pone.0116820 DOI: https://doi.org/10.1371/journal.pone.0116820
World Bank. (2021). GDP per capita (current US$). Retrieved from https://data.worldbank.org/indicator/NY.GDP.PCAP.CD?
World Health Organization Africa. (2015). The Ebola outbreak in Liberia is over. WHO Regional Office for Africa. https://www.afro.who.int/news/ebola-outbreak-liberia-over
Wu, Y., Cheng, X., Ning, P., Cheng, P., Schwebel, D. C., & Hu, G. (2018). Comparing US injury death estimates from GBD 2015 and CDC WONDER. International Journal of Environmental Research and Public Health, 15(1), 87. DOI: https://doi.org/10.3390/ijerph15010087
Xia, M., Li, X., & Tudge, J. R. (2020). Operationalizing Urie Bronfenbrenner’s process-person-context-time model. Human Development, 64(1), 10–20. DOI: https://doi.org/10.1159/000507958
Yang, B. M., & Kim, J. (2003). Road traffic accidents and policy interventions in Korea. Injury Control and Safety Promotion, 10(1–2), 89–94. https://doi.org/10.1076/icsp.10.1.89.14120 DOI: https://doi.org/10.1076/icsp.10.1.89.14120