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ImportanceIn the COVID-19 pandemic many countries encounter problems arising from shortage of specialists. Short intensive training and reployment of non-specialists is an option but the effectiveness is unknown. ObjectiveTo investigate whether there was difference in in-hospital mortality rates between COVID-19 patients managed by a mixed team (including non-specialists who had short intensive training and operated to a strict protocol) and those managed by a specialist team of health care workers. DesignCohort study, from January 26, 2020 to April 7, 2020, follow up to April 7, 2020. SettingMulticenter - Wuhan Hankou Hospital and Wuhan Xiehe Hospital, Wuhan, China. Participants261 HCWs deployed to Wuhan from Guangdong emergency rescue team and the 269 COVID-19 patients they treated. ExposureAmong 261 health care workers, 130 were in the specialist team and included 33 physicians, 32 of whom (97.0%) of whom were from relevant specialties. Each physician was in charge of 25-27 beds, with a 6-hour shift time. The mixed team included 131 health care workers, with 7 of the 28 physicians (25.0%) from relevant specialties. Each physician managed 12-13 beds, with a 4-hour shift time. Non-specialists received short-term intensive training and then followed strict management protocols. Specialists practiced as normal. Main Outcomes and MeasuresMain outcome was in-hospital mortality of COVID-19 patients. Another outcome was rate of SARS-CoV-2 infection in health care workers. ResultsA total of 269 patients were included (144 male). In-hospital mortality rate of patients treated by the specialist teams and the mixed teams was 12.6% (20/159) and 12.7% (14/110) respectively (Difference = -0.1%, 95% CI -8.2% to 7.9%, p=.97). None of the health care workers were infected. Conclusions and RelevanceTraining and reployment of non-specialists is an effective solution for the shortage of health care workers in the COVID-19 pandemic. Key PointsO_ST_ABSQuestionC_ST_ABSWas there difference in mortality rates between COVID-19 patients managed by a mixed team (including non-specialists who had short intensive training and operated to a strict protocol) and those managed by a specialist team of health care workers (HCWs)? FindingsIn-hospital mortality rate among patients managed by specialist team (130 HCWs, 159 patients) and mixed team (131 HCWs, 110 patients) was 12.6% (20/159) and 12.7% (14/110) respectively (Difference = -0.1%, 95% CI -8.2% to 7.9%, p=.97). MeaningWith shortage of specialist HCWs, training and reployment of non-specialists is an effective option in the management of COVID-19 patients.
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Objective To explore the effect of fime particulate matters with an aerodynamic diameter less than 2.5 μtm (PM2.5) on daily cardiovascular disease mortality in seven cities of China.Methods Daily average concentrations of PM2.5,cardiovascular disease mortality data and environmental data were collected from January 1,2013 to December 31,2015 in seven cities of China,including Shijiazhuang,Haerbin,Shanghai,Wuhan,Guangzhou,Chengdu and Xi'an.We linked generalized additive model with Quasi-Poisson distribution to evaluate the association between daily concentrations of PM2.5 and cardiovascular disease mortality at single-city level and multi-city level,after adjusting for the long-term and seasonal trend,as well as meteorological factors and the effect of "days of week".Results The single-pollutant model indicated that there were marked differences in association strength in these cities,among which the effect in Guangzhou was strongest.At multi-city level,a 10 μg/m3 increase of PM2.5 was associated with an increase of 0.315％ (95％CI:0.133％-0.497％) of daily cardiovascular disease mortality.From lag0 to lag2,the effect of PM2.5 on cardiovascular disease mortality decreased,while it was strongest on lag01.In the two-pollutant model,the estimated effect decreased in all the cities with the adjustments of SO2 or NO2.The insignificant combined results suggested that PM2.5 might have combined effect with other pollutants.Each 10 μg/m3 increase of PM2.5 was associated with increases of 0.371％ (95％CI:0.141％-0.600％) and 0.199％ (95％ CI:0.077％-0.321％) of cardiovascular disease mortality in males and females,respectively.The effect of PM2.5 on cardiovascular disease mortality increased with age and decreased with educational level,although the differences between different subgroups were insignificant.The dose-response relationship between PM2.5 and cardiovascular disease mortality was non-linear and non-threshold,with a steeper curve at lower concentrations.Conclusion The increases of PM2.5 concentration can result in the increase of daily cardiovascular mortality.
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Objective To explore the effect of fime particulate matters with an aerodynamic diameter less than 2.5 μtm (PM2.5) on daily cardiovascular disease mortality in seven cities of China.Methods Daily average concentrations of PM2.5,cardiovascular disease mortality data and environmental data were collected from January 1,2013 to December 31,2015 in seven cities of China,including Shijiazhuang,Haerbin,Shanghai,Wuhan,Guangzhou,Chengdu and Xi'an.We linked generalized additive model with Quasi-Poisson distribution to evaluate the association between daily concentrations of PM2.5 and cardiovascular disease mortality at single-city level and multi-city level,after adjusting for the long-term and seasonal trend,as well as meteorological factors and the effect of "days of week".Results The single-pollutant model indicated that there were marked differences in association strength in these cities,among which the effect in Guangzhou was strongest.At multi-city level,a 10 μg/m3 increase of PM2.5 was associated with an increase of 0.315％ (95％CI:0.133％-0.497％) of daily cardiovascular disease mortality.From lag0 to lag2,the effect of PM2.5 on cardiovascular disease mortality decreased,while it was strongest on lag01.In the two-pollutant model,the estimated effect decreased in all the cities with the adjustments of SO2 or NO2.The insignificant combined results suggested that PM2.5 might have combined effect with other pollutants.Each 10 μg/m3 increase of PM2.5 was associated with increases of 0.371％ (95％CI:0.141％-0.600％) and 0.199％ (95％ CI:0.077％-0.321％) of cardiovascular disease mortality in males and females,respectively.The effect of PM2.5 on cardiovascular disease mortality increased with age and decreased with educational level,although the differences between different subgroups were insignificant.The dose-response relationship between PM2.5 and cardiovascular disease mortality was non-linear and non-threshold,with a steeper curve at lower concentrations.Conclusion The increases of PM2.5 concentration can result in the increase of daily cardiovascular mortality.