The COVID-19 pandemic burdened health systems and their healthcare workers (HCWs) globally. As of May 2021, the World Health Organization (WHO) reported 179,500 deaths among HCWs due to COVID-19. ¹ However, HCWs are critical to global health security and their safety during public health emergencies benefits society as a whole. ² Loss of HCWs due to death or ill health has socioeconomic costs to society and may be associated with an increase in secondary infections and excess deaths (e.g., maternal and child death) due to a shortage of skilled staff. ² The fact that HCWs continue to be infected or are a source of infection during public health emergencies proves weaknesses in global preparedness efforts. ^{3 , 4}

In high-income countries, several studies sought to understand the epidemiological characteristics and outcomes of HCWs infected with COVID-19. ^{5 – 13} Those studies reported that the proportion of HCWs infected with COVID-19 ranged between 2.7% and 12.9%. They revealed that infected HCWs were younger and mostly female, and recorded case fatality rates varying between 0.3% and 3.3%. HCWs working in COVID-19 isolation units and treatment centers also had a higher risk of being infected with SARS-CoV-2 than non-HWCs. ¹⁴

This problem was exacerbated in Sub-Saharan Africa, where there were major gaps in response capacity, including in human resources and protective equipment. As early as November 2020, Okeahalam et al. reported that there was a lack of qualified nursing personnel to help mitigate the effects of the COVID-19 pandemic. ¹⁵ An assessment of health system preparedness for the COVID-19 pandemic in Guinea in 2020 revealed inadequate preparedness of health facilities and services along with discrepancies in preparedness between public and private health sectors and between locations. ¹⁶ The study also reported that many HCWs felt unsafe at their workplace concerning workplace exposure to SARS-CoV-2. While data on epidemiological features and COVID-19-related mortality among HCWs have been documented in high-income countries, there is still limited information about this in Sub-Saharan Africa. Some studies highlighted similar patterns in terms of gender and age at risk of COVID-19 infection and variations in the magnitude of the disease among HCWs. ^{17 , 18} It is possible that different patterns exist across countries and regions in Sub-Saharan Africa due to various contextual factors such as the status of the health system and experience with previous epidemics. This means that there is still a knowledge gap as current studies do not provide a larger picture of epidemiological features and outcomes among HCWs who contracted COVID-19 in Sub-Saharan Africa. Hence, our study aimed to fill this existing knowledge gap and to inform pandemic preparedness efforts in Sub-Saharan countries.

The main objective of this study therefore was to analyze the epidemiological profiles and outcomes of HCWs hospitalized for COVID-19 in five countries in Sub-Saharan Africa from January 2020 to December 2022. Specifically, we described demographic and clinical characteristics on admission, the case management, and hospital exit outcomes among HCWs, and we assessed their risk factors for death.

There were 482,457 patients hospitalized for COVID-19 in five Sub-Saharan African countries (Guinea, Gambia, Ghana, Malawi, and South Africa) who had information on HCW status. Overall, 11,421 out of 482,457 (2.4%) patients were HCWs. The percentage of patients who were HCWs was 4% in Ghana (99 out of 2,494), 3.3% in Guinea (76 out of 2,294), 17.5% in Gambia (7 out of 40), 2.9% in Malawi (10 out of 340) and 2.4% in South Africa (11,229 out of 477,289).

Our study contributes to the limited body of research examining the clinical characteristics, case management, and health outcomes of HCWs who were hospitalized after being infected with SARS-CoV-2 in Sub-Saharan Africa. The study enrolled patients from five sub-Saharan countries (Guinea, Gambia, Ghana, Malawi, and South Africa).

We found that South Africa recorded a lower percentage (2.4%) of patients who were HCWs compared to the other four countries, likely due to the nature of the South African data collection as a national hospital surveillance study, in contrast to the more focused, higher tier care facilities recruiting patients in the other countries. Overall, HCWs hospitalized with COVID-19 were mostly over 50 years and female. In 3 out of 5 countries, however, the majority were younger (Gambia, Guinea, and Ghana) and male (Gambia, Guinea, and Malawi); antibiotics were the most commonly used medical treatments across three countries (Ghana, Guinea, and Malawi), while antimalarials were prevalent in Guinea and Ghana. Guinea and South Africa reported deaths with CFR varying between 22% in March 2020 and 1.4% in February 2022 and risk factors associated with increased mortality included age over 50 years, hypertension, diabetes mellitus, and chronic kidney disease.

In addition to the sampling and recruitment methods, several other factors could have contributed to the lower rate of HCWs affected by COVID-19 in South Africa compared to the other four countries. For example, there may have been more stringent infection control measures in healthcare settings, including adequate provision of personal protective equipment (PPE), appropriate training on infection prevention and control, strong adherence to safety measures, and access to healthcare infrastructure and resources, including hospital capacity, staffing levels, and access to resources. Many studies have already reported on these factors playing a role in preventing HCWs from SARS-CoV-2 infection. ^{17 , 24 – 28} However, Guinea has experienced previous epidemics (e.g., Ebola virus disease in 2013-2016 and 2022) and learnt from them ²⁹ ; thus, the proportion of HWCs among COVID-19 patients may be expected to be lower, bringing it closer to that of South Africa. The experience of South Africa and Guinea with preparedness for the Ebola epidemic ^{30 – 32} might have also played a role in the observed findings. Nevertheless, the observed situation can be complex and influenced by various interrelated factors, including public health interventions, healthcare system capacity, and the overall epidemiological landscape of each country. Thus, additional research would be needed to provide a comprehensive understanding of why South Africa had a lower percentage of HCWs contracting COVID-19 compared to data collected in other countries.

Overall, patients were predominantly older and female. This predominance of infection among older HCWs might be related to their higher exposure to infected patients because of their experience and seniority, ^{25 , 33} particularly those working in high-risk settings such as inpatient and nursing homes. ^{12 , 34} When it comes to gender, higher representation of women in frontline roles, especially in patient-centric roles, such as nursing ^{12 , 34} and maternal healthcare, ³⁵ might play a role in them being more exposed and getting more infected with SARS-CoV-2. In both older and female HCWs, the increased prevalence of infection might also be accentuated by the lack of training on infection and prevention control, ³⁶ and l imited access to PPE or inconsistent use of PPE or improperly-fitted PPE. ^{12 , 25 , 33 , 34}

Our findings align with those of a worldwide systematic review on infection and mortality of HCWs from COVID-19 which revealed that infections occurred mostly in women (71.6%, n=14,058) and older individuals. ³⁷ Similarly, our results are supported by a first report from a living systematic review and meta-analysis on risk factors for COVID-19 infection among HCWs. ³⁸ The review showed that female HCWs were at 11% higher risk of COVID-19 than their male counterparts, but it failed to provide underlying reasons and mechanisms. Therefore, further studies addressing sex and gender disparities in COVID-19 infection among HCWs are encouraged to generate evidence-based recommendations for decision-making. In contrast, in the general population, the existing literature on sex and gender differences in COVID-19 infection shows a higher risk of severe infection in men compared with women. ^{39 – 41}

Overall, the CFR fluctuated between 22% in March 2020 and 1.4% in February 2022. Notably, a sharp rise in CFR was observed in December 2020 (19%) and July 2021 (19%). These increases overlapped with the second wave of the pandemic in South Africa, which was characterized by the prevalence of the Beta variant which dominated new infections between October 18, 2020, to April 30, 2021. ⁴² Our analysis suggests that HCWs faced increased challenges related to the severity of the pandemic within the broader population, highlighting their vulnerability and the need for improved resilience and adaptive responses. Consequently, health systems must learn from their experiences (and from others’ experiences) during the COVID-19 pandemic and enhance their preparedness and responsiveness for future health crises. ²⁹

We found that being over 50 years of age, being male, and having certain comorbidities was associated with a higher risk of death among HCWs in Guinea and South Africa. Overall, these results corroborate the existing literature on risk factors for mortality in COVID-19 patients in sub-Saharan Africa, ⁴³ specifically in Guinea ^{44 , 45} and in South Africa. ⁴⁶ However, our findings are contrary to those of a previous study regarding gender in South Africa; this study revealed that patients with a higher risk of death were mostly of female gender (beyond being aged 60 years or older and having comorbidities). However, that South African study only dealt with deaths within the first 24 hours. ⁴⁷ Hence, additional research is required to elucidate gender discrepancies concerning the risk of mortality among COVID-19 patients in South Africa.

Even though COVID-19 infection is a viral infection, we observed a higher usage of antibiotics among HCWs, except in South Africa. Similar findings were seen in a study conducted in Sierra Leone among suspected and confirmed COVID-19 patients admitted to isolation units and treatment centers. ⁴⁸ This suggests that both HCWs and non-HCWs were given antibiotics in the management of viral infection. This calls for effective implementation and supervision of case management guidelines during infectious disease outbreaks as all national and international guidelines did not recommend widespread use of antibiotics.

The results of our study underscore the necessity for continuous support of HCWs, especially during epidemics and pandemics. Similarly, they emphasize the importance of enhancing countries' readiness for health crises and improving Infection Prevention Control measures among HCWs, with a particular focus on older and female individuals. Additional research would be needed to provide a comprehensive understanding of the findings of this study.