Dyer Christopher Michael, Negoescu Alexandra-Teodora, Borchert Matthias, Harter Christoph, Kühn Anne, Dambach Peter, Marx Michael
Rhein-Neckar District and Heidelberg City Public Health Authority, Heidelberg, Germany.
Medical Faculty, Heidelberg University, Heidelberg, Germany.
Online J Public Health Inform. 2024 Oct 29;16:e54578. doi: 10.2196/54578.
Contact tracing was implemented in many countries during the COVID-19 pandemic to prevent disease spread, reduce mortality, and avoid overburdening health care systems. In several countries, including Germany, new systems were needed to trace potentially infected individuals.
Using data collected in the Rhine-Neckar and Heidelberg (RNK/HD) districts in southwest Germany (population: 706,974), this study examines the overall effectiveness and efficiency of contact tracing in different age groups and stages of the pandemic.
From January 27, 2020, to April 30, 2022, the RNK/HD Health Authority collected data on COVID-19 infections, quarantines, and deaths. Data on infection, quarantine, and death was grouped by age (young: 0-19 years; adult: 20-65 years; and senior citizens: >65 years) and pandemic phase (infectious wave plus subsequent lull periods) and analyzed for proportion, risk, and relative risk (RR). The overall effectiveness and efficiency of contact tracing were determined by calculating quarantine sensitivity (proportion of the infected population captured in quarantine), positive predictive value (PPV; proportion of the quarantined population that was infected), and the weighted Fβ-score (combined predictive performance).
Of 706,974 persons living in RNK/HD during the study period, 192,175 (27.2%) tested positive for SARS-CoV-2, 74,810 (10.4%) were quarantined, and 932 (0.132%) died following infection. Compared with adults, the RR of infection was lower among senior citizens (0.401, 95% CI 0.395-0.407) and while initially lower for young people, was ultimately higher for young people across all 5 phases (first-phase RR 0.502, 95% CI 0.438-0.575; all phases RR 1.35, 95% CI 1.34-1.36). Of 932 COVID-19-associated deaths during the study period, 852 were senior citizens (91.4%), with no deaths reported among young people. Relative to adults, senior citizens had the lowest risk of quarantine (RR 0.436, 95% CI 0.424-0.448), while young people had the highest RR (2.94, 95% CI 2.90-2.98). The predictive performance of contact tracing was highest during the second and third phases of the pandemic (Fβ-score=0.272 and 0.338, respectively). In the second phase of the pandemic, 5810 of 16,814 COVID-19 infections were captured within a total quarantine population of 39,687 (sensitivity 34.6%; PPV 14.6%). In the third phase of the pandemic, 3492 of 8803 infections were captured within a total quarantine population of 16,462 (sensitivity 39.7%; PPV 21.2%).
The use of quarantine aligned with increasing risks of COVID-19 infection and death. High levels of quarantine sensitivity before the introduction of the vaccine show how contact tracing systems became increasingly effective at capturing and quarantining the infected population. High levels of PPV and Fβ-scores indicate, moreover, that contact tracing became more efficient at identifying infected individuals. Additional analysis of transmission pathways is needed to evaluate the application of quarantine in relation to infection and death risks within specific age groups.
在新冠疫情期间,许多国家实施了接触者追踪,以防止疾病传播、降低死亡率并避免医疗系统不堪重负。在包括德国在内的几个国家,需要新的系统来追踪潜在感染者。
本研究利用在德国西南部莱茵-内卡和海德堡地区(RNK/HD,人口706,974)收集的数据,考察疫情不同年龄组和阶段接触者追踪的总体有效性和效率。
2020年1月27日至2022年4月30日,RNK/HD卫生局收集了新冠病毒感染、隔离和死亡数据。感染、隔离和死亡数据按年龄(青年:0 - 19岁;成年人:20 - 65岁;老年人:>65岁)和疫情阶段(感染波加随后的平静期)分组,并分析比例、风险和相对风险(RR)。通过计算隔离敏感性(隔离中捕获的感染人群比例)、阳性预测值(PPV;隔离人群中被感染的比例)和加权Fβ分数(综合预测性能)来确定接触者追踪的总体有效性和效率。
在研究期间居住在RNK/HD的706,974人中,192,175人(27.2%)新冠病毒检测呈阳性,74,810人(10.4%)被隔离,并932人(0.132%)感染后死亡。与成年人相比,老年人的感染RR较低(0.401,95%CI 0.395 - 0.407),虽然年轻人最初较低,但在所有5个阶段年轻人最终更高(第一阶段RR 0.502,95%CI 0.438 - 0.575;所有阶段RR 1.35,95%CI 1.34 - 1.36)。在研究期间932例与新冠病毒相关的死亡中,852例是老年人(91.4%),年轻人无死亡报告。相对于成年人,老年人的隔离风险最低(RR 0.436,95%CI 0.424 - 0.448),而年轻人的RR最高(2.94,95%CI 2.90 - 2.98)。接触者追踪的预测性能在疫情第二和第三阶段最高(Fβ分数分别为0.272和0.338)。在疫情第二阶段,39,687人的总隔离人群中捕获了16,814例新冠病毒感染中的5810例(敏感性34.6%;PPV 14.6%)。在疫情第三阶段,16,462人的总隔离人群中捕获了8803例感染中的3492例(敏感性39.7%;PPV 21.2%)。
隔离措施的使用与新冠病毒感染和死亡风险的增加相一致。在疫苗引入之前较高的隔离敏感性表明接触者追踪系统在捕获和隔离感染人群方面变得越来越有效。此外,较高的PPV和Fβ分数表明接触者追踪在识别感染个体方面变得更有效率。需要对传播途径进行额外分析,以评估隔离措施在特定年龄组内与感染和死亡风险相关的应用情况。