Evidence map›Paper›PMID 33480121›Full record

ArticleJournal of nursing management2021

Impact of COVID-19 on acute isolation bed capacity and nursing workforce requirements: A retrospective review.

Esther Monica Peijin Fan, Ngoc Hoang Long Nguyen, Shin Yuh Ang, Fazila Aloweni, Hui Qi Ivy Goh, Li Ting Quek, Tracy Carol Ayre, Ahmad Reza Pourghaderi, Shao Wei Lam, Eng Hock Marcus Ong

Abstract read
In one paragraph

Article in Journal of nursing management, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed.

  1. Article
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  10. Adverse events and preventive measures related to COVID-19 vaccines.Clinical and experimental emergency medicine · 2021
    Article
  11. Article
  12. Changes in Nurse Staffing Grades of Korean Hospitals during COVID-19 Pandemic.International journal of environmental research and public health · 2021
    Article
  13. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Esther Monica Peijin FanNursing Division, Singapore General Hospital, Singapore, Singapore.ORCID https://orcid.org/0000-0002-6325-154X
Ngoc Hoang Long NguyenHealth Services Research Centre, SingHealth, Singapore, Singapore.
Shin Yuh AngNursing Division, Singapore General Hospital, Singapore, Singapore.
Fazila AloweniNursing Division, Singapore General Hospital, Singapore, Singapore.ORCID https://orcid.org/0000-0001-8435-5068
Hui Qi Ivy GohNursing Division, Singapore General Hospital, Singapore, Singapore.
Li Ting QuekNursing Division, Singapore General Hospital, Singapore, Singapore.
Tracy Carol AyreNursing Division, Singapore General Hospital, Singapore, Singapore.
Ahmad Reza PourghaderiHealth Services Research Centre, SingHealth, Singapore, Singapore.
Shao Wei LamHealth Services Research Centre, SingHealth, Singapore, Singapore.ORCID https://orcid.org/0000-0002-0898-5858
Eng Hock Marcus OngDepartment of Emergency Medicine, Singapore General Hospital, Singapore, Singapore.

Funding

COVID-19 Research Fund from the National Medical Research Council of the Ministry of Health (MOH), Singapore
6 · The paper itself

Abstract

aimTo understand the impact of COVID-19 on isolation bed capacity requirements, nursing workforce requirements and nurse:patient ratios.

backgroundCOVID-19 created an increased demand for isolation beds and nursing workforce globally.

methodsThis 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.

resultsIn 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).

conclusionCOVID-19 caused drastic changes in isolation bed capacity and nursing workforce requirements. IMPLICATIONS FOR NURSING MANAGEMENT: Building a model to predict nursing workforce requirements during pandemic surges may be helpful for planning and adequate staffing.

Indexed as

COVID-19Nursing Staff, HospitalHumansPersonnel Staffing and SchedulingRetrospective StudiesSARS-CoV-2SingaporeWorkforcebed capacityCOVID-19nursing managementnursing workforceworkforce planning

Identifiers

PMID33480121
PMCPMC8013355

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.