Evidence map›Paper›PMID 34260313›Full record

ArticleHealth affairs (Project Hope)2021

Larger Nursing Home Staff Size Linked To Higher Number Of COVID-19 Cases In 2020.

Brian E McGarry, Ashvin D Gandhi, David C Grabowski, Michael Lawrence Barnett

Abstract read
In one paragraph

Article in Health affairs (Project Hope), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
28citing 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

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

  1. Pooled it
  2. Nursing home visitor policy and COVID-19 infection rates.American journal of infection control · 2025
    Article
  3. Article
  4. Lifting Federal Visitation Restriction and COVID-19 Infections in Nursing Homes.Journal of the American Medical Directors Association · 2025
    Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Observational
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Managing the Impact of COVID-19 in Nursing Homes and Long-Term Care Facilities: An Update.Journal of the American Medical Directors Association · 2022
    Article
  17. Article
  18. Southeastern United States Predictors of COVID-19 in Nursing Homes.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2022
    Article
  19. Article
  20. 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

4 authors.

Brian E McGarryBrian E. McGarry (brian_mcgarry@urmc.rochester.edu) is an assistant professor in the Department of Medicine, University of Rochester, in Rochester, New York.
Ashvin D GandhiAshvin D. Gandhi is an assistant professor at the University of California Los Angeles Anderson School of Management, in Los Angeles, California.
David C GrabowskiDavid C. Grabowski is a professor of health care policy at Harvard Medical School, in Boston, Massachusetts.
Michael Lawrence BarnettMichael Lawrence Barnett is an assistant professor of health policy and management, Harvard T. H. Chan School of Public Health, in Boston, Massachusetts, and an assistant professor of medicine at Harvard Medical School.

Funding

Scientific and Technical CoreP2CHD041022 · NICHD · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI HIRAM BELTRAN-SANCHEZ · 2016 to 2026
$6.9M
The Changing Landscape of Post-Acute Care and Health Outcomes for Older AdultsK23AG058806 · NIA · HARVARD SCHOOL OF PUBLIC HEALTH · PI BARNETT, MICHAEL LAWRENCE · 2018 to 2022
$1.0M
NIA NIH HHS K23 AG058806NICHD NIH HHS P2C HD041022
6 · The paper itself

Abstract

Staff in skilled nursing facilities (SNFs) are essential health care workers, yet they can also be a source of COVID-19 transmission. We used detailed staffing data to examine the relationship between a novel measure of staff size (that is, the number of unique employees working daily), conventional measures of staffing quality, and COVID-19 outcomes among SNFs in the United States without confirmed COVID-19 cases by June 2020. By the end of September 2020, sample SNFs in the lowest quartile of staff size had 6.2 resident cases and 0.9 deaths per 100 beds, compared with 11.9 resident cases and 2.1 deaths per 100 beds among facilities in the highest quartile. Staff size, including staff members not involved in resident care, was strongly associated with SNFs' COVID-19 outcomes, even after facility size was accounted for. Conventional staffing quality measures, including direct care staff-to-resident ratios and skill mix, were not significant predictors of COVID-19 cases or deaths. Reducing the number of unique staff members without decreasing direct care hours, such as by relying on full-time rather than part-time staff, could help prevent outbreaks.

Indexed as

COVID-19Nursing StaffHumansNursing HomesSARS-CoV-2Skilled Nursing FacilitiesUnited States

Identifiers

PMID34260313
PMCPMC8616631

What OpenQuestion holds

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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.