Evidence map›Paper›PMID 32231146›Full record

ArticleHealthcare (Basel, Switzerland)2020

Adjusting Daily Inpatient Bed Allocation to Smooth Emergency Department Occupancy Variation.

Jeffrey Che-Hung Tsai, Shao-Jen Weng, Shih-Chia Liu, Yao-Te Tsai, Donald F Gotcher, Chih-Hao Chen, Chun-An Chou, Seung-Hwan Kim

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–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

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Discrete-Event Simulation Modeling in Healthcare: A Comprehensive Review.International journal of environmental research and public health · 2021
    Review
  5. Article
  6. Article
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

8 authors.

Jeffrey Che-Hung TsaiDepartment of Emergency Medicine, Taichung Veterans General Hospital, Puli Brach, Nantou 54552, Taiwan.
Shao-Jen WengDepartment of Industrial Engineering and Enterprise Information, Tunghai University, Taichung 40799, Taiwan.
Shih-Chia LiuDepartment of Industrial Engineering and Enterprise Information, Tunghai University, Taichung 40799, Taiwan.
Yao-Te TsaiDepartment of International Business, Feng Chia University, Taichung 40723, Taiwan.
Donald F GotcherDepartment of International Business, Tunghai University, Taichung 40704, Taiwan.
Chih-Hao ChenDepartment of Industrial Engineering and Enterprise Information, Tunghai University, Taichung 40799, Taiwan.
Chun-An ChouDepartment of Mechanical and Industrial Engineering, Northeastern University, Boston, MA, 02115, USA.
Seung-Hwan KimDepartment of Business Administration, Ajou University, Suwon 443-749, Korea.

Funding

Ministry of Science and Technology, Taiwan MOST 106-2628-E-029-001-MY3Taichung Veterans General Hospital TCVGH-T1077806
6 · The paper itself

Abstract

STUDY

objectiveOvercrowding in emergency departments (ED) is an increasingly common problem in Taiwanese hospitals, and strategies to improve efficiency are in demand. We propose a bed resource allocation strategy to overcome the overcrowding problem.

methodWe investigated ED occupancy using discrete-event simulation and evaluated the effects of suppressing day-to-day variations in ED occupancy by adjusting the number of empty beds per day. Administrative data recorded at the ED of Taichung Veterans General Hospital (TCVGH) in Taiwan with 1500 beds and an annual ED volume of 66,000 visits were analyzed. Key indices of ED quality in the analysis were the length of stay and the time in waiting for outward transfers to in-patient beds. The model is able to analyze and compare several scenarios for finding a feasible allocation strategy.

resultsWe compared several scenarios, and the results showed that by reducing the allocated beds for the ED by 20% on weekdays, the variance of daily ED occupancy was reduced by 36.25% (i.e., the percentage of reduction in standard deviation).

conclusionsThis new allocation strategy was able to both reduce the average ED occupancy and maintain the ED quality indices.

Indexed as

discrete-event simulationemergency department operationsinpatient bed allocationovercrowding

Identifiers

PMID32231146
PMCPMC7349152

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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.