Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada.
Women's College Hospital Institute for Health Systems Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada.
Spinal Cord. 2023 Oct;61(10):562-569. doi: 10.1038/s41393-023-00930-1. Epub 2023 Sep 2.
A retrospective longitudinal cohort time-series analysis study.
To examine healthcare utilization and delivery during the COVID-19 pandemic in individuals with spinal cord injury/dysfunction (SCI/D).
Health administrative database in Ontario, Canada.
In 5754 individuals with SCI/D diagnosed from 2004-2014 and living in the community, healthcare utilization (physician visits, primary care visits, specialist visits, urologist visits, physiatrist visits, emergency department (ED) visits, and hospital admissions) and delivery (total, in-person, virtual) were determined at the (1) pre-pandemic period (March 2015 to February 2020), (2) initial pandemic onset period (March 2020-May 2020), and (3) pandemic period (June 2020 to March 2022). Autoregressive integrated moving average (ARIMA) modelling was conducted to determine the impact of the pandemic on monthly healthcare utilization and delivery.
The initial pandemic onset period had a significant reduction of 24% in physicians (p = 0.0081), 35% in specialists (p < 0.0001), and 30% in urologist (p < 0.0001) visits, compared to pre-pandemic levels, with a partial recovery as the pandemic progressed. In April 2020, compared to the pre-pandemic period, a significant increase (p < 0.0001) in virtual visits for physicians, specialists, urologists, and primary care was found. The initial pandemic onset period had a 58% decrease in hospital admissions (p = 0.0011), compared to the pre-pandemic period.
Healthcare utilization dropped in the initial pandemic onset period as physicians, specialists, and urologists, as well as hospitalization visits decreased significantly (p < 0.05) versus pre-pandemic levels. Virtual visit increases compensated for in-person visit decreases as the pandemic progressed to allow for total visits to partially recover.
回顾性纵向队列时间序列分析研究。
研究在 COVID-19 大流行期间脊髓损伤/功能障碍(SCI/D)患者的医疗保健利用和服务提供情况。
加拿大安大略省的健康管理数据库。
在 2004 年至 2014 年间诊断出的 5754 名居住在社区中的 SCI/D 患者中,在(1)大流行前时期(2015 年 3 月至 2020 年 2 月)、(2)大流行初期(2020 年 3 月至 2020 年 5 月)和(3)大流行期间(2020 年 6 月至 2022 年 3 月)确定了医疗保健的利用情况(医生就诊、初级保健就诊、专科就诊、泌尿科就诊、物理治疗就诊、急诊就诊和住院)和服务提供情况(总人次、面对面、虚拟)。采用自回归综合移动平均(ARIMA)模型来确定大流行对每月医疗保健利用和服务提供的影响。
大流行初期,与大流行前相比,医生就诊(p=0.0081)、专科就诊(p<0.0001)和泌尿科就诊(p<0.0001)减少了 24%,随着大流行的进展,服务量有所恢复。2020 年 4 月,与大流行前相比,医生、专科医生、泌尿科医生和初级保健的虚拟就诊量显著增加(p<0.0001)。与大流行前相比,大流行初期住院人数减少了 58%(p=0.0011)。
在大流行初期,由于医生、专科医生和泌尿科医生就诊以及住院治疗的人数明显减少(p<0.05),医疗保健的利用率下降。随着大流行的进展,虚拟就诊量的增加弥补了面对面就诊量的减少,使总就诊量部分恢复。