ArticlePLoS medicine2018
The 2014-2015 Ebola virus disease outbreak and primary healthcare delivery in Liberia: Time-series analyses for 2010-2016.
Article in PLoS medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers, 4 of them syntheses that pooled it.
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63 citing papers in PubMed, 4 syntheses or guidelines pooled it, 119 citations in OpenAlex.
- Metrics and indicators used to assess health system resilience in response to shocks to health systems in high income countries-A systematic review.Health policy (Amsterdam, Netherlands) · 2022Pooled it
- Epidemics, Lockdown Measures and Vulnerable Populations: A Mixed-Methods Systematic Review of the Evidence of Impacts on Mother and Child Health in Low-and Lower-Middle-Income Countries.International journal of health policy and management · 2022Pooled it
- The effect of Ebola virus disease on maternal health service utilisation and perinatal outcomes in West Africa: a systematic review.Reproductive health · 2022Pooled it
- Using routine health information data for research in low- and middle-income countries: a systematic review.BMC health services research · 2020Pooled it
- Policy stringency during the COVID-19 pandemic and healthcare services utilization in China: An interrupted time-series analysis.PLoS medicine · 2026Article
- The perceived impacts of United States foreign development assistance reductions on health system building blocks at healthcare facilities in Zambia: A mixed-methods study.PLOS global public health · 2026Article
- Early impact of the Liberian National Community Health Assistant Program on under-five mortality in Grand Bassa County: A non-randomized stepped wedge evaluation.PLOS global public health · 2026Article
- Global, regional, and national trends in routine childhood vaccination coverage from 1980 to 2023 with forecasts to 2030: a systematic analysis for the Global Burden of Disease Study 2023.Lancet (London, England) · 2025Article
- Effects of the COVID-19 pandemic on maternal, newborn, and child health service coverage in Burkina Faso.Journal of global health · 2024Article
- Impact of COVID-19 on the utilisation of maternal health services in Bangladesh: A division-level analysis.Journal of global health · 2024Article
- Barriers and facilitators to healthcare facility utilization by non-Ebola patients during the 2018-2020 Ebola outbreak in the Democratic Republic of Congo.Global health research and policy · 2024Article
- Impact of six-month COVID-19 travel moratorium on Plasmodium falciparum prevalence on Bioko Island, Equatorial Guinea.Nature communications · 2024Article
- Health systems challenges, mitigation strategies and adaptations to maintain essential health services during the COVID-19 pandemic: learnings from the six geopolitical regions in Nigeria.BMC health services research · 2024Article
- Analyzing Primary Healthcare Governance in Indonesia: Perspectives of Community Health Workers.Cureus · 2024Article
- Higher local Ebola incidence causes lower child vaccination rates.Scientific reports · 2024Article
- Evaluation of Ebola virus disease surveillance system capability to promptly detect a new outbreak in Liberia.BMJ global health · 2023Article
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- Determinants of retention in care of newborns diagnosed with sickle cell disease in Liberia: Results from a mixed-methods study of caregivers.PLOS global public health · 2023Article
- Transforming medical education in Liberia through an international community of inquiry.PLOS global public health · 2023Article
3 more citing papers are in PubMed but not listed here.
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8 authors at 3 institutions in 2 countries.
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Abstract
backgroundThe aim of this study is to estimate the immediate and lasting effects of the 2014-2015 Ebola virus disease (EVD) outbreak on public-sector primary healthcare delivery in Liberia using 7 years of comprehensive routine health information system data. METHODS AND
findingsWe analyzed 10 key primary healthcare indicators before, during, and after the EVD outbreak using 31,836 facility-month service outputs from 1 January 2010 to 31 December 2016 across a census of 379 public-sector health facilities in Liberia (excluding Montserrado County). All indicators had statistically significant decreases during the first 4 months of the EVD outbreak, with all indicators having their lowest raw mean outputs in August 2014. Decreases in outputs comparing the end of the initial EVD period (September 2014) to May 2014 (pre-EVD) ranged in magnitude from a 67.3% decrease in measles vaccinations (95% CI: -77.9%, -56.8%, p < 0.001) and a 61.4% decrease in artemisinin-based combination therapy (ACT) treatments for malaria (95% CI: -69.0%, -53.8%, p < 0.001) to a 35.2% decrease in first antenatal care (ANC) visits (95% CI: -45.8%, -24.7%, p < 0.001) and a 38.5% decrease in medroxyprogesterone acetate doses (95% CI: -47.6%, -29.5%, p < 0.001). Following the nadir of system outputs in August 2014, all indicators showed statistically significant increases from October 2014 to December 2014. All indicators had significant positive trends during the post-EVD period, with every system output exceeding pre-Ebola forecasted trends for 3 consecutive months by November 2016. Health system outputs lost during and after the EVD outbreak were large and sustained for most indicators. Prior to exceeding pre-EVD forecasted trends for 3 months, we estimate statistically significant cumulative losses of -776,110 clinic visits (95% CI: -1,480,896, -101,357, p = 0.030); -24,449 bacille Calmette-Guérin vaccinations (95% CI: -45,947, -2,020, p = 0.032); -9,129 measles vaccinations (95% CI: -12,312, -5,659, p < 0.001); -17,191 postnatal care (PNC) visits within 6 weeks of birth (95% CI: -28,344, -5,775, p = 0.002); and -101,857 ACT malaria treatments (95% CI: -205,839, -2,139, p = 0.044) due to the EVD outbreak. Other outputs showed statistically significant cumulative losses only through December 2014, including losses of -12,941 first pentavalent vaccinations (95% CI: -20,309, -5,527, p = 0.002); -5,122 institutional births (95% CI: -8,767, -1,234, p = 0.003); and -45,024 acute respiratory infections treated (95% CI: -66,185, -24,019, p < 0.001). Compared to pre-EVD forecasted trends, medroxyprogesterone acetate doses and first ANC visits did not show statistically significant net losses. ACT treatment for malaria was the only indicator with an estimated net increase in system outputs through December 2016, showing an excess of +78,583 outputs (95% CI: -309,417, +450,661, p = 0.634) compared to pre-EVD forecasted trends, although this increase was not statistically significant. However, comparing December 2013 to December 2017, ACT malaria cases have increased 49.2% (95% CI: 33.9%, 64.5%, p < 0.001). Compared to pre-EVD forecasted trends, there remains a statistically significant loss of -15,144 PNC visits within 6 weeks (95% CI: -29,453, -787, p = 0.040) through December 2016.
conclusionsThe Liberian public-sector primary healthcare system has made strides towards recovery from the 2014-2015 EVD outbreak. All primary healthcare indicators tracked have recovered to pre-EVD levels as of November 2016. Yet, for most indicators, it took more than 1 year to recover to pre-EVD levels. During this time, large losses of essential primary healthcare services occurred compared to what would have been expected had the EVD outbreak not occurred. The disruption of malaria case management during the EVD outbreak may have resulted in increased malaria cases. Large and sustained investments in public-sector primary care health system strengthening are urgently needed for EVD-affected countries.
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