AI for Health, Microsoft Corporation, Redmond, Washington.
Department of Ophthalmology, University of Washington, Seattle.
JAMA Ophthalmol. 2022 Jan 1;140(1):43-49. doi: 10.1001/jamaophthalmol.2021.4852.
Infectious conjunctivitis is highly transmissible and a public health concern. While mitigation strategies have been successful on a local level, population-wide decreases in spread are rare.
To evaluate whether internet search interest and emergency department visits for infectious conjunctivitis were associated with public health interventions adopted during the COVID-19 pandemic.
DESIGN, SETTING, AND PARTICIPANTS: Internet search data from the US and emergency department data from a single academic center in the US were used in this study. Publicly available smartphone mobility data were temporally aligned to quantify social distancing. Internet search term trends for nonallergic conjunctivitis, corneal abrasions, and posterior vitreous detachments were obtained. Additionally, all patients who presented to a single emergency department from February 2015 to February 2021 were included in a review. Physician notes for emergency department visits at a single academic center with the same diagnoses were extracted. Causal inference was performed using a bayesian structural time-series model. Data were compared from before and after April 2020, when the US Centers for Disease Control and Prevention recommended members of the public wear masks, stay at least 6 feet from others who did not reside in the same home, avoid crowds, and quarantine if experiencing flulike symptoms or exposure to persons with COVID-19 symptoms.
Symptoms of or interest in conjunctivitis in the context of the COVID-19 pandemic.
The hypothesis was that there would be a decrease in internet search interest and emergency department visits for infectious conjunctivitis after the adaptation of public health measures targeted to curb COVID-19.
A total of 1156 emergency department encounters with a diagnosis of conjunctivitis were noted from January 2015 to February 2021. Emergency department encounters for nonallergic conjunctivitis decreased by 37.3% (95% CI, -12.9% to -60.6%; P < .001). In contrast, encounters for corneal abrasion (1.1% [95% CI, -29.3% to 29.1%]; P = .47) and posterior vitreous detachments (7.9% [95% CI, -46.9% to 66.6%]; P = .39) remained stable after adjusting for total emergency department encounters. Search interest in conjunctivitis decreased by 34.2% (95% CI, -30.6% to -37.6%; P < .001) after widespread implementation of public health interventions to mitigate COVID-19.
Public health interventions, such as social distancing, increased emphasis on hygiene, and travel restrictions during the COVID-19 pandemic, were associated with decreased search interest in nonallergic conjunctivitis and conjunctivitis-associated emergency department encounters. Mobility data may provide novel metrics of social distancing. These data provide evidence of a sustained population-wide decrease in infectious conjunctivitis.
传染性结膜炎具有高度传染性,是公共卫生关注的问题。尽管在局部范围内已成功实施缓解策略,但很少能在整个人群中降低传播率。
评估在 COVID-19 大流行期间采用的公共卫生干预措施是否与传染性结膜炎的互联网搜索兴趣和急诊就诊有关。
设计、地点和参与者:本研究使用了来自美国的互联网搜索数据和来自美国一个学术中心的急诊数据。可公开获取的智能手机移动数据被时间对齐,以量化社交距离。获得了非过敏性结膜炎、角膜擦伤和玻璃体后脱离的互联网搜索词趋势。此外,还对 2015 年 2 月至 2021 年 2 月期间在单一急诊中心就诊的所有患者进行了回顾。从同一学术中心具有相同诊断的急诊就诊中提取了医生的笔记。使用贝叶斯结构时间序列模型进行因果推断。将 2020 年 4 月之前和之后的数据进行了比较,当时美国疾病控制与预防中心建议公众戴口罩,与不在同一家庭中的其他人保持至少 6 英尺的距离,避免人群,并在出现流感样症状或接触 COVID-19 症状的人时进行隔离。
在 COVID-19 大流行背景下出现结膜炎症状或对结膜炎感兴趣。
假设在采取针对遏制 COVID-19 的公共卫生措施后,对传染性结膜炎的互联网搜索兴趣和急诊就诊会减少。
从 2015 年 1 月至 2021 年 2 月,共记录了 1156 次与结膜炎相关的急诊就诊。非过敏性结膜炎的急诊就诊减少了 37.3%(95%CI,-12.9%至-60.6%;P<0.001)。相比之下,角膜擦伤(1.1%[95%CI,-29.3%至 29.1%];P=0.47)和玻璃体后脱离(7.9%[95%CI,-46.9%至 66.6%];P=0.39)的就诊在调整总急诊就诊后保持稳定。在广泛实施减轻 COVID-19 的公共卫生干预措施后,结膜炎的搜索兴趣下降了 34.2%(95%CI,-30.6%至-37.6%;P<0.001)。
在 COVID-19 大流行期间,社交距离、加强卫生意识和旅行限制等公共卫生干预措施与非过敏性结膜炎和结膜炎相关的急诊就诊减少有关。移动数据可能提供社交距离的新指标。这些数据提供了传染性结膜炎在整个人群中持续减少的证据。