Evidence map›Paper›PMID 34490625›Full record

ArticleHealth services research2022

Association between nursing home staff turnover and infection control citations.

Lacey Loomer, David C Grabowski, Huizi Yu, Ashvin Gandhi

Open access · greenAbstract read
In one paragraph

Article in Health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 1 pooled it
10.7field-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

27 citing papers in PubMed, 1 synthesis or guideline pooled it, 55 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Impact of a Collaboration-Focused Intervention to Prevent Healthcare-Associated Infections Before and During the COVID-19 Pandemic.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025
    Article
  8. Article
  9. Article
  10. Article
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  12. Article
  13. Observational
  14. Article
  15. Review
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  18. Article
  19. Experiences of Healthcare Workers in Long-Term Care during COVID-19: A Scoping Review.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2023
    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 at 4 institutions in 1 country.

Lacey LoomerDepartment of Economics and Health Care Management, Labovitz School of Business and Economics, University of Minnesota Duluth, Duluth, Minnesota, USA.ORCID 0000-0001-8177-6043
David C GrabowskiDepartment of Health Care Policy, Harvard Medical School, Boston, Massachusetts, USA.
Huizi YuSchool of Public Health, Brown University, Providence, Rhode Island, USA.
Ashvin GandhiUCLA Anderson School of Management, Los Angeles, California, USA.ORCID 0000-0002-7875-8773
Anderson University - South Carolina · USBrown University · USHarvard University · USUniversity of Minnesota, Duluth · US

Funding

NBER Training Program in Aging and Health EconomicsT32AG000186 · NIA · NATIONAL BUREAU OF ECONOMIC RESEARCH · PI CUTLER, DAVID M, FINKELSTEIN, AMY N. · 1989 to 2024
$9.6M
NIA NIH HHS T32 AG000186
6 · The paper itself

Abstract

objectiveTo describe the association between nursing home staff turnover and the presence and scope of infection control citations. DATA SOURCES: Secondary data for all US nursing homes between March 31, 2017, through December 31, 2019 were obtained from Payroll-Based Journal (PBJ), Nursing Home Compare, and Long-Term Care: Facts on Care in the US (LTC Focus). STUDY

designWe estimated the association between nurse turnover and the probability of an infection control citation and the scope of the citation while controlling for nursing home fixed effects. Our turnover measure is the percent of the facility's nursing staff hours that were provided by new staff (less than 60 days of experience in the last 180 days) during the 2 weeks prior to the health inspection. We calculated turnover for all staff together and separately for registered nurses, licensed practical nurses (LPNs), and certified nursing assistants. DATA COLLECTION/EXTRACTION

methodsWe linked nursing homes standard inspection surveys to 650 million shifts from the PBJ data. We excluded any nursing home with incomplete or missing staffing data. Our final analytic sample included 12,550 nursing homes with 30,536 surveys. PRINCIPAL

findingsStaff turnover was associated with an increased likelihood of an infection control citation (average marginal effect [AME] = 0.12 percentage points [pp]; 95% confidence interval [CI]: 0.05, 0.18). LPN (AME = 0.06 pp; 95% CI: 0.01, 0.11) turnover was conditionally associated with an infection control citation. Conditional on having at least an isolated citation for infection control, staff turnover was positively associated with receiving a citation coded as a "pattern" (AME = 0.21 pp; 95% CI: 0.10, 0.32). Conditional of having at least a pattern citation, staff turnover was positively associated with receiving a widespread citation (AME = 0.21 pp; 95% CI: 0.10, 0.32).

conclusionsTurnover was positively associated with the probability of an infection control citation. Staff turnover should be considered an important factor related to the spread of infections within nursing homes.

Indexed as

Nursing HomesNursing StaffHumansInfection ControlLong-Term CarePersonnel Staffing and SchedulingPersonnel TurnoverCOVID19employee turnoverhealth workforceinfection controllong-term carenursing home

Identifiers

PMID34490625
PMCPMC8928031
OpenAlexW3196959569

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.