Evidence map›Paper›PMID 32981663›Full record

ArticleJournal of the American Medical Directors Association2020

Shortages of Staff in Nursing Homes During the COVID-19 Pandemic: What are the Driving Factors?

Huiwen Xu, Orna Intrator, John R Bowblis

Open access · bronzeAbstract read
In one paragraph

Article in Journal of the American Medical Directors Association, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 105 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
105citing papers in PubMed, 4 pooled it
35.6field-weighted citation impact, top 1% of its field
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

105 citing papers in PubMed, 4 syntheses or guidelines pooled it, 200 citations in OpenAlex.

  1. Changes in Federal and State Policies on Visitation Restrictions in Nursing Homes During the COVID-19 Pandemic.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2025
    Pooled it
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  5. The Wells-Riley Model Revisited II: Parameter Uncertainty and Population Heterogeneity.Risk analysis : an official publication of the Society for Risk Analysis · 2026
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  11. Personnel shortages and the provision of long-term care: an empirical analysis of German nursing homes.The European journal of health economics : HEPAC : health economics in prevention and care · 2025
    Article
  12. Nursing home visitor policy and COVID-19 infection rates.American journal of infection control · 2025
    Article
  13. The Need to Incorporate Post-Acute Care Entities Into the National Disaster Medical System.Journal of the American College of Emergency Physicians open · 2025
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  16. Lifting Federal Visitation Restriction and COVID-19 Infections in Nursing Homes.Journal of the American Medical Directors Association · 2025
    Article
  17. Association of Racial and Ethnic Composition with Staff Levels in Nursing Homes: 2013-2019.Journal of the American Medical Directors Association · 2025
    Article
  18. Article
  19. Article
  20. Article

45 more citing papers are in PubMed but not listed here.

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

3 authors at 3 institutions in 1 country.

Huiwen XuDepartment of Surgery, Cancer Control, University of Rochester School of Medicine and Dentistry, Rochester, NY. Electronic address: Huiwen_Xu@URMC.Rochester.edu.
Orna IntratorDepartment of Public Health Sciences, University of Rochester School of Medicine and Dentistry, Rochester, NY; Geriatrics and Extended Care Data Analysis Center (GECDAC), Canandaigua VA Medical Center, Canandaigua, NY.
John R BowblisDepartment of Economics, Farmer School of Business, Miami University, Oxford, OH; Scripps Gerontology Center, Miami University, Oxford, OH.
Canandaigua VA Medical Center · USScripps Institution of Oceanography · USUniversity of Rochester Medical Center · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesDuring the Coronavirus Disease 2019 (COVID-19) pandemic, US nursing homes (NHs) have been under pressure to maintain staff levels with limited access to personal protection equipment (PPE). This study examines the prevalence and factors associated with shortages of NH staff during the COVID-19 pandemic.

designWe obtained self-reported information on staff shortages, resident and staff exposure to COVID-19, and PPE availability from a survey conducted by the Centers for Medicare and Medicaid Services in May 2020. Multivariate logistic regressions of staff shortages with state fixed-effects were conducted to examine the effect of COVID-19 factors in NHs. SETTING AND

participants11,920 free-standing NHs. MEASURES: The dependent variables were self-reported shortages of licensed nurse staff, nurse aides, clinical staff, and other ancillary staff. We controlled for NH characteristics from the most recent Nursing Home Compare and Certification and Survey Provider Enhanced Reporting, market characteristics from Area Health Resources File, and state Medicaid reimbursement calculated from Truven data.

resultsOf the 11,920 NHs, 15.9%, 18.4%, 2.5%, and 9.8% reported shortages of licensed nurse staff, nurse aides, clinical staff, and other staff, respectively. Georgia and Minnesota reported the highest rates of shortages in licensed nurse and nurse aides (both >25%). Multivariate regressions suggest that shortages in licensed nurses and nurse aides were more likely in NHs having any resident with COVID-19 (adjusted odds ratio [AOR] = 1.44, 1.60, respectively) and any staff with COVID-19 (AOR = 1.37, 1.34, respectively). Having 1-week supply of PPE was associated with lower probability of staff shortages. NHs with a higher proportion of Medicare residents were less likely to experience shortages. CONCLUSIONS/IMPLICATIONS: Abundant staff shortages were reported by NHs and were mainly driven by COVID-19 factors. In the absence of appropriate staff, NHs may be unable to fulfill the requirement of infection control even under the risk of increased monetary penalties.

Indexed as

BetacoronavirusCoronavirus InfectionsCOVID-19FemaleHumansInfection ControlMaleNursing HomesNursing StaffPandemicsPersonnel TurnoverPneumonia, ViralQuality of Health CareSARS-CoV-2United StatesWorkforceCOVID-19nursing homespersonal protection equipmentStaff shortages

Identifiers

PMID32981663
PMCPMC7418696
OpenAlexW3047933819

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.