ArticlePloS one2024
The changes in health service utilisation in Malawi during the COVID-19 pandemic.
Article in PloS one, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 14 citations in OpenAlex.
- Observational
- Trends and Disruptions in Antiretroviral Treatment Enrollment in Haiti, 2018-2024.The American journal of tropical medicine and hygiene · 2026Article
- The cost of delivering COVID-19 vaccines in four districts in Malawi.Cost effectiveness and resource allocation : C/E · 2025Article
- Perspectives of healthcare stakeholders in Nigeria on the impact of COVID-19 on health services.Journal of public health in Africa · 2025Article
- Impact of rotavirus vaccination in Malawi from 2012 to 2022 compared to model predictions.NPJ vaccines · 2024Article
- Health workforce needs in Malawi: analysis of the Thanzi La Onse integrated epidemiological model of care.Human resources for health · 2024Article
- Impact of rotavirus vaccination in Malawi from 2012 to 2022 compared to model predictions before, during, and after the COVID-19 pandemic.medRxiv : the preprint server for health sciences · 2024Article
- "Life mapping" exploring the lived experience of COVID-19 on access to HIV treatment and care in Malawi.Gates open research · 2024Article
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Authors and funding
17 authors at 5 institutions in 2 countries.
Funding
Abstract
introductionThe COVID-19 pandemic and the restriction policies implemented by the Government of Malawi may have disrupted routine health service utilisation. We aimed to find evidence for such disruptions and quantify any changes by service type and level of health care.
methodsWe extracted nationwide routine health service usage data for 2015-2021 from the electronic health information management systems in Malawi. Two datasets were prepared: unadjusted and adjusted; for the latter, unreported monthly data entries for a facility were filled in through systematic rules based on reported mean values of that facility or facility type and considering both reporting rates and comparability with published data. Using statistical descriptive methods, we first described the patterns of service utilisation in pre-pandemic years (2015-2019). We then tested for evidence of departures from this routine pattern, i.e., service volume delivered being below recent average by more than two standard deviations was viewed as a substantial reduction, and calculated the cumulative net differences of service volume during the pandemic period (2020-2021), in aggregate and within each specific facility.
resultsEvidence of disruptions were found: from April 2020 to December 2021, services delivered of several types were reduced across primary and secondary levels of care-including inpatient care (-20.03% less total interactions in that period compared to the recent average), immunisation (-17.61%), malnutrition treatment (-34.5%), accidents and emergency services (-16.03%), HIV (human immunodeficiency viruses) tests (-27.34%), antiretroviral therapy (ART) initiations for adults (-33.52%), and ART treatment for paediatrics (-41.32%). Reductions of service volume were greatest in the first wave of the pandemic during April-August 2020, and whereas some service types rebounded quickly (e.g., outpatient visits from -17.7% to +3.23%), many others persisted at lower level through 2021 (e.g., under-five malnutrition treatment from -15.24% to -42.23%). The total reduced service volume between April 2020 and December 2021 was 8 066 956 (-10.23%), equating to 444 units per 1000 persons.
conclusionWe have found substantial evidence for reductions in health service delivered in Malawi during the COVID-19 pandemic which may have potential health consequences, the effect of which should inform how decisions are taken in the future to maximise the resilience of healthcare system during similar events.
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