Evidence map›Paper›PMID 40521392›Full record

ArticleJournal of multidisciplinary healthcare2025

Empowering Healthcare Agility: A Strategic Framework for Pandemic-Responsive Operational Planning.

Abdullah Alrabghi, Abdullah Tameem

Abstract read
In one paragraph

Article in Journal of multidisciplinary healthcare, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Abdullah AlrabghiDepartment of Industrial and Systems Engineering, University of Jeddah, Jeddah, Saudi Arabia.
Abdullah TameemDepartment of Industrial Engineering, Jeddah International College, Jeddah, Saudi Arabia.ORCID 0000-0002-2677-5037

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The COVID-19 pandemic has challenged healthcare systems globally, testing their resilience due to sudden fluctuations in confirmed cases, intensive care unit utilization, and medical team availability. These dynamics forced healthcare facilities to continuously adapt their operational plans. Methods: This research conducts a comprehensive review of published changes implemented by various healthcare facilities in response to the pandemic. Results: The study provides new insights into enabling healthcare agility during pandemics such as COVID-19. A decision-making framework is proposed to assist hospital management in exploring and selecting appropriate alternatives, allowing faster adaptation in dynamic environments. Discussion: The framework can be tailored to each hospital's unique characteristics and the prevailing epidemiological situation. Future research could explore the use of simulation to automate the development of dynamic operational plans based on pre-selected criteria, further enhancing healthcare responsiveness.

Indexed as

COVID-19dynamichealthcarepandemicplanning

Identifiers

PMID40521392
PMCPMC12164835

What OpenQuestion holds

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LicenceCC BY-NC
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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.