| Literature DB >> 32981663 |
Huiwen Xu1, Orna Intrator2, John R Bowblis3.
Abstract
OBJECTIVES: During 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.Entities:
Keywords: COVID-19; Staff shortages; nursing homes; personal protection equipment
Mesh:
Year: 2020 PMID: 32981663 PMCID: PMC7418696 DOI: 10.1016/j.jamda.2020.08.002
Source DB: PubMed Journal: J Am Med Dir Assoc ISSN: 1525-8610 Impact factor: 4.669
Nursing Home Characteristics, Market Factors, and State Policy
| Variables | All NHs (N = 11,920) | Staff with COVID-19 (n = 4466) | Staff without COVID-19 (n = 7454) | |
|---|---|---|---|---|
| Mean (SD) or N (%) | Mean (SD) or N (%) | Mean (SD) or N (%) | ||
| Outcome measures | ||||
| Shortage of licensed nurse staff (RN+LPN) | 1897 (15.9) | 877 (19.6) | 1020 (13.7) | <.01 |
| Shortage of nurse aides | 2189 (18.4) | 996 (22.3) | 1193 (16.0) | <.01 |
| Shortage of clinical staff (MD+NP+PA) | 301 (2.5) | 161 (3.6) | 140 (1.9) | <.01 |
| Shortage of other staff | 1170 (9.8) | 567 (12.7) | 603 (8.1) | <.01 |
| COVID-19 factors | ||||
| Total residents with COVID-19 per 100 beds | 5.68 (30.24) | 13.86 (35.58) | 0.79 (25.31) | <.01 |
| Total staff with COVID-19 per 100 beds | 3.79 (18.86) | 10.13 (29.77) | 0.00 (0.00) | <.01 |
| Has 1-week supply of N95 masks | 9796 (82.2) | 3727 (83.5) | 6069 (81.4) | <.01 |
| Has 1-week supply of eye protection | 10,705 (89.8) | 4088 (91.5) | 6617 (88.8) | <.01 |
| Has 1-week supply of gowns | 9486 (79.6) | 3559 (79.7) | 5927 (79.5) | .82 |
| NH characteristics | ||||
| Staffing | ||||
| RN staffing level (HPRD) | 0.66 (0.42) | 0.68 (0.42) | 0.65 (0.42) | <.01 |
| LPN staffing level (HPRD) | 0.86 (0.33) | 0.88 (0.32) | 0.85 (0.34) | <.01 |
| CNA staffing level (HPRD) | 2.29 (0.53) | 2.28 (0.54) | 2.29 (0.52) | .33 |
| Structure | ||||
| Ownership | ||||
| For-profit | 8561 (71.8) | 3190 (71.4) | 5371 (72.1) | <.01 |
| Government | 647 (5.4) | 192 (4.3) | 455 (6.1) | |
| Not-for-profit | 2712 (22.8) | 1084 (24.3) | 1628 (21.8) | |
| Chain-affiliated | 7205 (60.6) | 2541 (57.0) | 4664 (62.7) | <.01 |
| Number of beds | 108.47 (58.65) | 129.75 (72.16) | 95.73 (44.12) | <.01 |
| Occupancy rate (0–100) | 78.91 (16.55) | 81.61 (15.00) | 77.30 (17.22) | <.01 |
| Dementia special care unit | 1688 (14.2) | 694 (15.6) | 994 (13.4) | <.01 |
| Resident and payer mix | ||||
| Case-mix acuity index | 10.42 (1.35) | 10.56 (1.32) | 10.34 (1.36) | <.01 |
| % Medicaid paid (0–100) | 59.44 (23.45) | 58.75 (24.49) | 59.84 (22.80) | .01 |
| % Medicare paid (0–100) | 13.11 (12.88) | 13.85 (12.99) | 12.66 (12.79) | <.01 |
| Rurality | ||||
| Urban | 7871 (66.3) | 3698 (83.1) | 4173 (56.2) | <.01 |
| Micropolitan | 1703 (14.3) | 384 (8.6) | 1319 (17.8) | |
| Rural | 2300 (19.4) | 368 (8.3) | 1932 (26.0) | |
| Overall 5-star Rating ≥4 | 5519 (46.3) | 2105 (47.1) | 3414 (45.8) | .16 |
| Market factors at county level | ||||
| Primary care physician per 1000 population | 0.60 (1.21) | 0.93 (1.49) | 0.40 (0.96) | <.01 |
| Competitive market (HHI < 0.15) | 8872 (74.4) | 3803 (85.2) | 5069 (68.0) | <.01 |
| % Medicare Advantage penetration (0–100) | 31.63 (13.75) | 32.67 (13.13) | 31.00 (14.08) | <.01 |
| Median household income ($) | 58,206.04 (15,797.69) | 63,264.92 (17,467.63) | 55,139.06 (13,820.35) | <.01 |
| % Older population (≥65) (0–100) | 16.90 (4.02) | 15.95 (3.43) | 17.47 (4.24) | <.01 |
| State policy | ||||
| Medicaid reimbursement rates | 179.74 (52.43) | 185.89 (57.38) | 176.06 (48.87) | <.01 |
HHI, Herfindahl-Hirschman Index; MD, physician; NP, Nurse Practitioner; PA, Physician Assistant.
Micropolitan, large rural city/town; Rural, small rural town/ isolated small rural town.
Data sources included the COVID-19 Nursing Home Dataset for COVID-19–related information, Nursing Home Compare Data (April 2020) for nursing home characteristics, CASPER (2018–2019) for nursing home characteristics, and Area Health Resources File (2018–2019) for market factors.
P values measure whether nursing homes of staff with versus without COVID-19 had the same characteristics using t-tests for continuous variables, and χ2 tests for binary variables.
Nurse aides included the certified nursing assistant, nurse aide, medication aide, and medication technician.
Fig. 1Percentage of nursing homes reporting staff shortages by state. (A) Reported shortage of licensed nurse staff (including the RN, LPN, and vocational nurse as reported by the provider). (B) Reported shortage of nurse aides (including the CNA, nurse aide, medication aide, and medication technician as reported by the provider).
Fig. 2Prevalence of nursing home residents and staff with COVID-19. (A) Total number of residents with COVID-19 per 100 beds. (B) Total number of staff with COVID-19 per 100 beds. Number of cases were scaled to 100 beds to account for differences in nursing home size.
Multivariate Logistic Regression Models Examining Factors Associated With Reported Shortages of Licensed Nurse, Nurse Aide, Clinical and Other Staff in NHs on May 31, 2020
| Variables | Licensed Nurse Staff | Nurse Aides | Clinical Staff | Other Staff |
|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | |
| COVID-19 factors | ||||
| Any resident with COVID-19 | 1.60∗∗∗ (1.38–1.85) | 1.44∗∗∗ (1.25–1.67) | 2.10∗∗∗ (1.54–2.87) | 1.71∗∗∗ (1.43–2.05) |
| Any staff with COVID-19 | 1.37∗∗∗ (1.19–1.58) | 1.34∗∗∗ (1.17–1.53) | 1.43∗∗ (1.05–1.94) | 1.38∗∗∗ (1.17–1.64) |
| Has 1-week supply of N95 masks | 1.14 (0.90–1.43) | 1.02 (0.84–1.25) | 1.25 (0.87–1.79) | 0.98 (0.78–1.24) |
| Has 1-week supply of eye protection | 0.70∗∗∗ (0.55–0.89) | 0.64∗∗∗ (0.52–0.79) | 0.46∗∗∗ (0.31–0.69) | 0.78∗ (0.61–1.01) |
| Has 1-week supply of gowns | 0.53∗∗∗ (0.44–0.64) | 0.55∗∗∗ (0.47–0.65) | 0.77 (0.54–1.10) | 0.57∗∗∗ (0.47–0.70) |
| NH staffing | ||||
| RN staffing level (HPRD) | 0.66∗∗∗ (0.49–0.89) | 0.80∗ (0.62–1.04) | 1.18 (0.70–1.99) | 0.81 (0.58–1.13) |
| LPN staffing level (HPRD) | 0.91 (0.72–1.15) | 0.97 (0.78–1.22) | 0.97 (0.61–1.55) | 0.94 (0.69–1.28) |
| CNA staffing level (HPRD) | 1.00 (0.87–1.14) | 0.88∗ (0.77–1.00) | 1.34∗ (0.98–1.84) | 1.00 (0.85–1.19) |
| NH structure | ||||
| Ownership (Ref: for-profit) | ||||
| Government | 1.31∗ (0.99–1.72) | 1.20 (0.92–1.55) | 1.07 (0.58–1.97) | 1.35∗ (0.99–1.85) |
| Not-for-profit | 1.00 (0.86–1.18) | 1.08 (0.93–1.26) | 0.67∗∗ (0.45–0.99) | 0.99 (0.82–1.19) |
| Chain-affiliated | 0.96 (0.85–1.08) | 0.90∗ (0.80–1.00) | 1.25 (0.96–1.62) | 0.91 (0.78–1.06) |
| Number of beds | 0.98 (0.91–1.05) | 1.01 (0.94–1.08) | 0.92 (0.78–1.08) | 0.91∗∗ (0.83–1.00) |
| Occupancy rate | 0.86∗∗∗ (0.80–0.92) | 0.91∗∗∗ (0.85–0.98) | 0.98 (0.82–1.17) | 0.90∗∗ (0.82–0.99) |
| Dementia special care unit | 1.08 (0.92–1.25) | 1.07 (0.92–1.24) | 1.29 (0.91–1.85) | 1.22∗ (1.00–1.49) |
| NH resident and payer mix | ||||
| % Medicaid paid | 1.00 (0.92–1.10) | 1.06 (0.98–1.15) | 0.97 (0.81–1.16) | 1.09∗ (0.98–1.21) |
| % Medicare paid | 0.79∗∗∗ (0.70–0.90) | 0.82∗∗∗ (0.74–0.91) | 0.81∗ (0.65–1.01) | 0.80∗∗∗ (0.70–0.92) |
| Case-mix acuity index | 1.01 (0.93–1.10) | 0.99 (0.92–1.07) | 1.02 (0.87–1.19) | 1.02 (0.94–1.12) |
| Rurality (ref: urban) | ||||
| Micropolitan | 0.96 (0.79–1.16) | 0.83∗ (0.70–1.00) | 0.95 (0.62–1.48) | 0.90 (0.71–1.15) |
| Rural | 1.11 (0.90–1.37) | 0.96 (0.78–1.17) | 0.98 (0.60–1.58) | 0.97 (0.75–1.26) |
| Overall 5-star rating ≥4 | 0.79∗∗∗ (0.70–0.89) | 0.83∗∗∗ (0.74–0.93) | 0.89 (0.68–1.16) | 0.85∗∗ (0.73–0.98) |
| Market factors | ||||
| Primary care physician | 0.92∗ (0.85–1.01) | 0.98 (0.90–1.06) | 1.04 (0.91–1.19) | 1.01 (0.90–1.14) |
| Competitive market (HHI < 0.15) | 1.01 (0.85–1.19) | 0.93 (0.79–1.09) | 0.86 (0.58–1.29) | 0.75∗∗∗ (0.62–0.92) |
| % Medicare Advantage penetration | 1.11∗∗ (1.00–1.22) | 1.07 (0.97–1.17) | 1.02 (0.84–1.24) | 1.02 (0.90–1.17) |
| Median household income ($) | 0.96 (0.88–1.03) | 0.94 (0.87–1.02) | 0.99 (0.84–1.15) | 1.05 (0.95–1.15) |
| % Older population (≥65) | 1.04 (0.96–1.13) | 1.04 (0.97–1.12) | 1.07 (0.93–1.24) | 1.08 (0.98–1.18) |
| Medicaid reimbursement Rates | 0.97 (0.90–1.03) | 0.97 (0.91–1.04) | 1.04 (0.86–1.27) | 1.00 (0.92–1.09) |
| Observations | 10,870 | 10,928 | 10,666 | 10,859 |
CI, confidence interval; OR, odds ratio.
Micropolitan = Large Rural City/Town; Rural = Small Rural Town/ Isolated Small Rural Town.
Standard errors were clustered at county level; State fixed-effects were not presented.
∗∗∗P < .01, ∗∗P < .05, ∗P < .1.
Continuous variables were standardized with a mean of 0 and an SD of 1.