Staffing Audit Outcomes Among California Skilled Nursing Facilities, Prior to and After COVID-19–Related Staffing Waivers

OBJECTIVES: California conducts audits of skilled nursing facilities (SNFs) to ensure required staffing levels. We examined facility characteristics associated with failing these staffing audits, trends before and during the COVID-19 pandemic, and the impact of waiver policies. DESIGN: Longitudinal repeated cross-sectional, multivariate logistic regression with a difference-in-differences framework. SETTING AND PARTICIPANTS: Three thousand nine hundred sixty-four staffing audit observations of the Centers for Medicare and Medicaid Services-certified California SNFs from July 2018 to June 2022. METHODS: We merged California Department of Public Health data to federal data sources. We analyzed associations between audit outcomes, facility characteristics (eg, waiver status [applied for, approved, and denied], ownership, chain affiliation, size, average occupancy rate, share of residents enrolled in Medicaid, and resident racial/ethnic composition) before, during, and after the COVID-waiver periods. RESULTS: Audit failures increased from 7% in fiscal year 2019 to 55% in fiscal year 2021. The odds of failing rose over time (Q1-Q14; adjusted odds ratio [aOR], 1.581; 95% CI, 1.480-1.690). Odds differed significantly in the pre-COVID, COVID-waiver, and post-COVID-waiver periods. In multivariable regression, failure was associated with for-profit, chain-affiliation facilities vs nonprofit, independent facilities (aOR, 2.634; 95% CI, 1.757-3.947), rural location (aOR, 3.237; 95% CI, 1.925-5.443), and Medicaid share (aOR, 1.178; 95% CI, 1.079-1.285). Waivers lowered the odds of failure, but SNF applicants denied workforce shortage waivers were not more likely to fail. SNFs with higher proportions of Asian residents had lower failure odds (aOR, 0.853; 95% CI, 0.780-0.933), whereas SNFs with more Black residents had higher odds (aOR, 1.101; 95% CI, 1.015-1.195). CONCLUSIONS AND IMPLICATIONS: While the audit failure rate was climbing before the pandemic, the shallower failure trajectory post-COVID waivers reflects a new, rather than continuing, trend. As workforce shortage waiver denials were not associated with audit failure, the California Department of Public Health policy effectively determined SNFs that did not need a waiver. Associations between SNF racial composition and audit failure, controlling for other characteristics, warrant further study.

Authors

Institutions

Publication Details

Journal
Journal of the American Medical Directors Association
Published
2026-07-16
DOI
https://doi.org/10.1016/j.jamda.2026.106343
Primary Topic
Geriatric Care and Nursing Homes
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Staffing Audit Outcomes Among California Skilled Nursing Facilities, Prior to and After COVID-19–Related Staffing Waivers

U. G. E. Perera, Catherine C. Cohen, Han‐Yi Chiu, Suning Zhao et al.
Journal of the American Medical Directors Association
Geriatric Care and Nursing Homes
article

Staffing Audit Outcomes Among California Skilled Nursing Facilities, Prior to and After COVID-19–Related Staffing Waivers

U. G. E. Perera, Catherine C. Cohen, Han‐Yi Chiu, Suning Zhao, Andrew W. Dick, Ashley Chastain, Patricia W. Stone
article en

Abstract

OBJECTIVES: California conducts audits of skilled nursing facilities (SNFs) to ensure required staffing levels. We examined facility characteristics associated with failing these staffing audits, trends before and during the COVID-19 pandemic, and the impact of waiver policies. DESIGN: Longitudinal repeated cross-sectional, multivariate logistic regression with a difference-in-differences framework. SETTING AND PARTICIPANTS: Three thousand nine hundred sixty-four staffing audit observations of the Centers for Medicare and Medicaid Services-certified California SNFs from July 2018 to June 2022. METHODS: We merged California Department of Public Health data to federal data sources. We analyzed associations between audit outcomes, facility characteristics (eg, waiver status [applied for, approved, and denied], ownership, chain affiliation, size, average occupancy rate, share of residents enrolled in Medicaid, and resident racial/ethnic composition) before, during, and after the COVID-waiver periods. RESULTS: Audit failures increased from 7% in fiscal year 2019 to 55% in fiscal year 2021. The odds of failing rose over time (Q1-Q14; adjusted odds ratio [aOR], 1.581; 95% CI, 1.480-1.690). Odds differed significantly in the pre-COVID, COVID-waiver, and post-COVID-waiver periods. In multivariable regression, failure was associated with for-profit, chain-affiliation facilities vs nonprofit, independent facilities (aOR, 2.634; 95% CI, 1.757-3.947), rural location (aOR, 3.237; 95% CI, 1.925-5.443), and Medicaid share (aOR, 1.178; 95% CI, 1.079-1.285). Waivers lowered the odds of failure, but SNF applicants denied workforce shortage waivers were not more likely to fail. SNFs with higher proportions of Asian residents had lower failure odds (aOR, 0.853; 95% CI, 0.780-0.933), whereas SNFs with more Black residents had higher odds (aOR, 1.101; 95% CI, 1.015-1.195). CONCLUSIONS AND IMPLICATIONS: While the audit failure rate was climbing before the pandemic, the shallower failure trajectory post-COVID waivers reflects a new, rather than continuing, trend. As workforce shortage waiver denials were not associated with audit failure, the California Department of Public Health policy effectively determined SNFs that did not need a waiver. Associations between SNF racial composition and audit failure, controlling for other characteristics, warrant further study.

Journal of the American Medical Directors AssociationVol. 27(8)
RAND Corporation (US), Columbia University (US)
National Institute on Aging
Openalex Percentile: Top 5%
Geriatric Care and Nursing Homes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.