Back

Effects of the COVID-19 pandemic on hospital admissions and inpatient mortality in Kenya

Ogero, M.; Isaaka, L.; Mumelo, L.; Kimego, D.; Njoroge, T.; Mbevi, G.; Wanyama, C.; Lucinde, R.; Gathuri, H.; Otiende, M.; Nzioki, C.; Wachira, A.; Mumbi, F.; Oeri, G.; Mwangi, N.; Gitari, R.; Mugambi, D.; Namu, S.; Ithondeka, A.; Kariuki, H.; Kiama, Z.; Mwendwa, L.; Jowi, E.; Muthui, B.; Kaara, A.; Sitienei, E.; Thuranira, L.; Oginga, I.; Njagi, J.; Kamau, E.; Namulala, E.; Wandera, O.; Oketch, G.; Odhiambo, S.; Adem, A.; Ochieng, M.; Otedo, A.; Otiende, K.; Odondi, A.; Makokha, F.; Lubanga, D.; Nyikui, J.; Masoso, W.; Manyonge, M.; Inginia, R.; Manuthu, E.; Wafula, D.; Agutu, C.; Malangachi,

2022-10-26 public and global health
10.1101/2022.10.25.22281489 medRxiv
Show abstract

BackgroundThe impact of COVID-19 in Africa remains poorly defined. We sought to describe trends in hospitalisation due to all medical causes, pneumonia-specific admissions, and inpatient mortality in Kenya before and during the first five waves of the COVID-19 pandemic in Kenya. MethodsWe conducted a hospital-based, multi-site, longitudinal observational study of patients admitted to 13 public referral facilities in Kenya from January 2018 to December 2021. The pre-COVID population included patients admitted before 1 March 2020. We fitted time series models to compare observed and predicted trends for each outcome. To estimate the impact of the COVID-19 pandemic, we calculated incidence rate ratios (IRR) and corresponding 95% confidence intervals (CI) from negative binomial mixed-effects models. ResultsOut of 302,703 patients hospitalised across the 13 surveillance sites (range 11547 to 57011), 117642 (39%) were admitted to adult wards. Compared with the pre-COVID period, hospitalisations declined markedly among adult (IRR 0.68, 95% CI 0.63 to 0.73) and paediatric (IRR 0.67, 95% CI 0.62 to 0.73) patients. Adjusted in-hospital mortality also declined among both adult (IRR 0.83, 95% CI 0.77 to 0.89) and paediatric (IRR 0.85, 95% CI 0.77 to 0.94) admissions. Pneumonia-specific admissions among adults increased during the pandemic (IRR 1.75, 95% CI 1.18 to 2.59). Paediatric pneumonia cases were lower than pre-pandemic levels in the first year of the pandemic and elevated in late 2021 (IRR 0.78, 95% CI 0.51 to 1.20). ConclusionsContrary to initial predictions, the COVID-19 pandemic was associated with lower hospitalisation rates and in-hospital mortality, despite increased pneumonia admissions among adults. These trends were sustained after the withdrawal of containment measures that disrupted essential health services, suggesting a role for additional factors that warrant further investigation.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.