Nursing Division, Singapore General Hospital, Singapore, Singapore.
Health Services Research Centre, SingHealth, Singapore, Singapore.
J Nurs Manag. 2021 Jul;29(5):1220-1227. doi: 10.1111/jonm.13260. Epub 2021 Feb 8.
To understand the impact of COVID-19 on isolation bed capacity requirements, nursing workforce requirements and nurse:patient ratios.
COVID-19 created an increased demand for isolation beds and nursing workforce globally.
This was a retrospective review of bed capacity, bed occupancy and nursing workforce data from the isolation units of a tertiary hospital in Singapore from 23 January 2020 to 31 May 2020. R v4.0.1 and Tidyverse 1.3.0 library were used for data cleaning and plotly 4.9.2.1 library for data visualization.
In January to March 2020, isolation bed capacity was low (=<203 beds). A sharp increase in bed capacity was seen from 195 to 487 beds during 25 March to 29 April 2020, after which it plateaued. Bed occupancy remained lower than bed capacity throughout January to May 2020. After 16 April 2020, we experienced a shortage of 1.1 to 70.2 nurses in isolation wards. Due to low occupancy rates, nurse:patient ratio remained acceptable (minimum nurse:patient ratio = 0.26).
COVID-19 caused drastic changes in isolation bed capacity and nursing workforce requirements.
Building a model to predict nursing workforce requirements during pandemic surges may be helpful for planning and adequate staffing.
了解 COVID-19 对隔离床位需求、护理人力需求和护士与患者比例的影响。
COVID-19 在全球范围内增加了对隔离床位和护理人力的需求。
这是对新加坡一家三级医院隔离病房床位容量、床位占用率和护理人力数据的回顾性研究,时间为 2020 年 1 月 23 日至 5 月 31 日。使用 R v4.0.1 和 Tidyverse 1.3.0 库进行数据清理,使用 plotly 4.9.2.1 库进行数据可视化。
在 2020 年 1 月至 3 月期间,隔离床位容量较低(<=203 张)。2020 年 3 月 25 日至 4 月 29 日,隔离床位容量从 195 张急剧增加到 487 张,之后趋于平稳。2020 年 1 月至 5 月期间,床位占用率一直低于床位容量。2020 年 4 月 16 日之后,隔离病房的护士短缺 1.1 至 70.2 人。由于入住率较低,护士与患者比例仍保持在可接受水平(最低护士与患者比例=0.26)。
COVID-19 导致隔离床位容量和护理人力需求发生巨大变化。
建立预测大流行期间护理人力需求的模型可能有助于规划和充足配置人员。