Evidence map›Paper›PMID 39036529›Full record

ArticleLearning health systems2024

A regional learning health system of congregate care facilities for COVID-19 response.

Muhammad A Zafar, Andrew F Beck, Chris Chirumbolo, Ken D Wilson, Kate Haralson, Katherine Rich, Peter Margolis, David Hartley

Abstract read
In one paragraph

Article in Learning health systems, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Observational
  3. 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.

Muhammad A ZafarDivision of Pulmonary and Critical Care, Department of Internal Medicine University of Cincinnati College of Medicine Cincinnati Ohio USA.
Andrew F BeckDepartment of Pediatrics University of Cincinnati College of Medicine Cincinnati Ohio USA.ORCID https://orcid.org/0000-0002-4262-663X
Chris ChirumboloCarespring Health Care Management Loveland Ohio USA.
Ken D WilsonCouncil of Aging of Southwestern Ohio Cincinnati Ohio USA.
Kate HaralsonThe Health Collaborative Cincinnati Ohio USA.
Katherine RichJames M. Anderson Center for Health Systems Excellence Cincinnati Children's Hospital Medical Center Cincinnati Ohio USA.
Peter MargolisDepartment of Pediatrics University of Cincinnati College of Medicine Cincinnati Ohio USA.
David HartleyDepartment of Pediatrics University of Cincinnati College of Medicine Cincinnati Ohio USA.ORCID https://orcid.org/0000-0003-2589-2538

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The COVID-19 pandemic disproportionately affected congregate care (CC) facilities due to communal living, presence of vulnerable populations, inadequate preventive resources, and limited ability to respond to the pandemic's rapidly evolving phases. Most facilities function independently and are not organized for collaborative learning and operations. Methods: We formed a learning health system of CC facilities in our 14-county metropolitan region, coordinated with public health and health care sectors, to address challenges driven by COVID-19. A CC steering committee (SC) was formed that represented diverse institutions and viewpoints, including skilled nursing facilities, transitional care facilities, residential facilities, prisons, and shelters. The SC met regularly and was guided by situational awareness and systems thinking. A regional CC COVID-19 dashboard was developed based on publicly available data and weekly data submitted by participating facilities. Those experiencing outbreaks or supply shortages were quickly identified. As the pandemic progressed, the role of the SC shifted to address new and forecasted needs. Results: Over 60 facilities participated in data sharing. The SC shared new guidelines, regulations, educational material, and best practices with the participating facilities. Information about testing sites, supplies, vaccination rollout, and facilities that had the capacity to accept COVID-19 patients was regularly disseminated. The SC was able to direct resources to those facilities experiencing outbreaks or supply shortages. Conclusions: A novel learning health system of regional CC facilities enabled preparedness, situational awareness, collaboration, and rapid dissemination of best practices across pandemic phases. Such collaborative efforts can play an important role in addressing other public and preventive health challenges.

Indexed as

congregate careCOVID‐19 responselearning health systemnursing homes

Identifiers

PMID39036529
PMCPMC11257048

What OpenQuestion holds

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Registered trials

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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.