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Contact tracing for COVID-19 in England operated from May 2020 to February 2022. The clinical, demographic and exposure information collected on cases and their contacts offered a unique opportunity to study secondary transmission. We aimed to quantify the relative impact of host factors and exposure settings on secondary COVID-19 transmission risk using 550,000 sampled transmission links between cases and their contacts. Links, or ‘contact episodes’, were established where a contact subsequently became a case, using an algorithm accounting for incubation period, setting, and contact date. A mixed-effects logistic regression model was used to estimate adjusted odds of transmission. Of sampled episodes, 8.7% resulted in secondary cases. Living with a case (71% episodes) was the most significant risk factor (aOR = 2.6, CI = 1.9–3.6). Other risk factors included unvaccinated status (aOR = 1.2, CI = 1.2–1.3), symptoms, and older age (66–79 years; aOR = 1.4, CI = 1.4–1.5). Whilst global COVID-19 strategies emphasized protection outside the home, including education, travel, and gathering restrictions, this study evidences the relative importance of household transmission. There is a need to reconsider the contribution of household transmission to future control strategies and the requirement for effective infection control within households.
Contact tracing for COVID-19 in England operated from May 2020 to February 2022. The clinical, demographic and exposure information collected on cases and their contacts offered a unique opportunity to study secondary transmission. We aimed to quantify the relative impact of host factors and exposure settings on secondary COVID-19 transmission risk using 550,000 sampled transmission links between cases and their contacts. Links, or ‘contact episodes’, were established where a contact subsequently became a case, using an algorithm accounting for incubation period, setting, and contact date. A mixed-effects logistic regression model was used to estimate adjusted odds of transmission. Of sampled episodes, 8.7% resulted in secondary cases. Living with a case (71% episodes) was the most significant risk factor (aOR = 2.6, CI = 1.9–3.6). Other risk factors included unvaccinated status (aOR = 1.2, CI = 1.2–1.3), symptoms, and older age (66–79 years; aOR = 1.4, CI = 1.4–1.5). Whilst global COVID-19 strategies emphasized protection outside the home, including education, travel, and gathering restrictions, this study evidences the relative importance of household transmission. There is a need to reconsider the contribution of household transmission to future control strategies and the requirement for effective infection control within households.
Background Point-of-care testing (POCT) generates intrinsically fast, inherently spatial, and immediately actionable results. Lessons learned in rural Cambodia and California create a framework for planning and mobilizing POCT with telehealth interventions. Timely diagnosis can help communities assess the spread of highly infectious diseases, mitigate outbreaks, and manage risks. Objective The aims of this study were to identify the need for POCT in Cambodian border provinces during peak COVID-19 outbreaks and to quantify geospatial gaps in access to diagnostics during community lockdowns. Methods Data sources comprised focus groups, interactive learners, webinar participants, online contacts, academic experts, public health experts, and officials who determined diagnostic needs and priorities in rural Cambodia during peak COVID-19 outbreaks. We analyzed geographic distances and transit times to testing in border provinces and assessed a high-risk province, Banteay Meanchey, where people crossed borders daily leading to disease spread. We strategized access to rapid antigen testing and molecular diagnostics in the aforementioned province and applied mobile-testing experience among the impacted population. Results COVID-19 outbreaks were difficult to manage in rural and isolated areas where diagnostics were insufficient to meet needs. The median transit time from border provinces (n=17) to testing sites was 73 (range 1-494) minutes, and in the high-risk Banteay Meanchey Province (n=9 districts), this transit time was 90 (range 10-150) minutes. Within border provinces, maximum versus minimum distances and access times for testing differed significantly (P<.001). Pareto plots revealed geospatial gaps in access to testing for people who are not centrally located. At the time of epidemic peaks in Southeast Asia, mathematical analyses showed that only one available rapid antigen test met the World Health Organization requirement of sensitivity >80%. We observed that in rural Solano and Yolo counties, California, vending machines and public libraries dispensing free COVID-19 test kits 24-7 improved public access to diagnostics. Mobile-testing vans equipped with COVID-19 antigen, reverse transcription polymerase chain reaction, and multiplex influenza A/B testing proved useful for differential diagnosis, public awareness, travel certifications, and telehealth treatment. Conclusions Rural diagnostic portals implemented in California demonstrated a feasible public health strategy for Cambodia. Automated dispensers and mobile POCT can respond to COVID-19 case surges and enhance preparedness. Point-of-need planning can enhance resilience and assure spatial justice. Public health assets should include higher-quality, lower-cost, readily accessible, and user-friendly POCT, such as self-testing for diagnosis, home molecular tests, distributed border detection for surveillance, and mobile diagnostics vans for quick telehealth treatment. High-risk settings will benefit from the synthesis of geospatially optimized POCT, automated 24-7 test access, and timely diagnosis of asymptomatic and symptomatic patients at points of need now, during new outbreaks, and in future pandemics.
BACKGROUND Point-of-care testing (POCT) generates intrinsically fast, inherently spatial, and immediately actionable results. Lessons learned in rural Cambodia and America create a framework for planning and mobilizing POCT with telehealth intervention. Timely diagnosis can help communities assess the spread of highly infectious diseases, mitigate outbreaks, and manage risk in rural and resource-limited settings. OBJECTIVE To identify needs for POCT in Cambodian border provinces during peak COVID-19 outbreaks and to quantify geospatial gaps in access to diagnostics during community lockdowns. METHODS Focus groups, interactive learners, webinar participants, virtual contacts, academic experts, public health experts, and local officials defined needs and priorities for diagnostics in rural Cambodia during the height of the COVID-19 pandemic. We analyzed geographic distances and transit times to testing in border provinces and assessed a high-risk province (Banteay Meanchey) where people crossed borders daily and spread disease. We strategized access to rapid antigen testing and proposed sites for molecular diagnostics. RESULTS Cambodia struggled with outbreaks which were difficult to manage in rural and isolated areas where diagnostics were insufficient to meet needs. Border province (N=17) median transit time to testing sites was 73 (range 1-494) minutes and in high-risk Banteay Meanchey Province (N=9 districts), 90 (10-150) minutes. Within Cambodian border provinces, maximum versus minimum distances and access times for testing differed significantly (P<0.05). Pareto plots revealed geospatial gaps in access to testing for people not centrally located. At the time of epidemic peaks in Southeast Asia, mathematical analyses showed only one rapid antigen test available met World Health Organization sensitivity >80% requirement. We observed that in rural Yolo and Solano Counties, California, vending machines and public libraries dispensing free COVID-19 test kits 24/7 improved public access to diagnostics. Mobile testing vans equipped with COVID-19 antigen, RT-PCR, and multiplex influenza A/B testing proved useful for differential diagnosis, public awareness, travel certifications, and integrated telehealth treatment. CONCLUSIONS Rural diagnostic portals implemented in America demonstrate a feasible public health strategy for limited-resource countries. Automated dispensers and mobile POCT can respond on demand to COVID-19 surges and enhance public health preparedness for future outbreaks. Point-of-need planning can help build resilience and assure spatial justice. Public health assets should include higher quality, lower cost, readily accessible, and user friendly POC technologies, such as self-testing for diagnosis, distributed border detection for surveillance, and mobile diagnostics vans for quick telehealth treatment of symptomatic infected patients. High-risk settings will benefit from synthesis of geospatially optimized POCT, automated 24/7 test access, and timely diagnosis of symptomatic patients at points of need now, during new surges, and in future pandemics.
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