| Literature DB >> 35023835 |
Pete Grevelding1,2, Henry Charles Hrdlicka1, Steve Holland2, Lorraine Cullen1,2,3,4, Amanda Meyer1,5, Catherine Connors6, Darielle Cooper7, Allison Greco7.
Abstract
BACKGROUND: With the continuation of the COVID-19 pandemic, shifting active COVID-19 care from short-term acute care hospitals (STACHs) to long-term acute care hospitals (LTACHs) could decrease STACH census during critical stages of the pandemic and maximize limited resources.Entities:
Keywords: COVID-19; SARS-CoV-2; long-term acute care hospital; occupational therapy; physical therapy; postacute care; post–COVID-19; pulmonary; rehabilitation; respiratory therapy; speech therapy; speech-language pathology; subacute COVID-19
Year: 2022 PMID: 35023835 PMCID: PMC8834875 DOI: 10.2196/31502
Source DB: PubMed Journal: JMIR Rehabil Assist Technol ISSN: 2369-2529
Figure 1Study cohorts (COVID-19 cohort and reference cohort). FIM: Functional Independence Measure; NOMS: National Outcomes Measurement System.
Figure 2Trends in patient admission and length of stay (LOS) during the COVID-19 pandemic. (A) Patient admission from March 19, 2020, to August 14, 2020. (B) Nonlinear regression analysis for the correlation between patient long-term acute care hospital (LTACH) LOS and short-term acute care hospital (STACH) LOS. The solid regression line shows the correlation coefficient, and the dotted lines show the 95% CI. (C) Scatter plot for the comparison of the LTACH LOS between the reference and COVID-19 cohorts. The colored lines represent the median and interquartile range.
Figure 3Age as a risk factor for prolonged COVID-19 illness. (A) Scatter plot showing the age distribution in the reference and COVID-19 cohorts. The colored lines represent the median and interquartile range. (B) Nonlinear regression analysis showing the correlation between patient age and long-term acute care hospital length of stay (LOS) in the overall COVID-19 cohort. Solid regression lines show the correlation coefficient surrounded by the 95% CI as dotted lines. (C, D) When evaluated by sex, this pattern was also observed in COVID-19 males alone (C), but was not present in COVID-19 females alone (D). Solid regression lines show the correlation coefficient surrounded by the 95% CI as dotted lines.
Patient demographics and comorbidities at long-term acute care hospital admission.
| Characteristic | Reference cohorta | COVID-19 cohortb | Group difference (95% CI) or chi square ( | |||||||
| Cohort age (years), mean (95% CI), nc | 65.5 (63.2 to 67.8), 157 | 63.3 (61.1 to 65.4), 117 | −4.0 (−6.0 to 0.0)d | .04 | ||||||
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| 0.79 (0.49 to 1.3)e | .38 | ||||||
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| Male, nc (%) | 92 (58.6) | 75 (64.1) |
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| Female, nc (%) | 65 (41.4) | 42 (35.9) |
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| Male age (years), mean (95% CI), nc | 64.0 (61.3 to 66.8), 92 | 63.2 (60.5 to 65.8), 75 | −4.0 (−6.0 to 2.0)d | .30 | ||||||
| Female age (years), mean (95% CI), nc | 67.6 (63.7 to 71.6), 65 | 63.5 (59.5 to 67.4), 42 | −6.5 (−11.0 to 0.0)d | .04 | ||||||
| BMI (kg/m2), mean (95% CI), nc | 27.2 (26.0 to 28.4), 157 | 29.9 (28.7 to 31.2), 117 | 3.2 (1.3 to 4.5)d | <.001 | ||||||
| Length of stay (days), mean (95% CI), nc | 29.9 (24.7 to 35.2), 170 | 25.5 (23.2 to 27.9), 118 | 0.0 (−3.0 to 3.0)d | .84 | ||||||
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| 2.79 (1.5 to 5.2)e | .001 | ||||||
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| White/Caucasian | 132 (84.1) | 79 (67.5) |
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| 21 (15.9) | 35 (32.5) |
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| Black/African American | 15 (9.2) | 27 (23.7) |
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| Asian | 4 (2.4) | 7 (6.1) |
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| Bi/multiracial | 2 (1.2) | 1 (0.9) |
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| 21.93 ( | <.001e,h | ||||||
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| Home with health services | 53 (31.2) | 58 (45.7) |
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| Skilled nursing facility | 43 (25.3) | 25 (19.7) |
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| Home without health services | 11 (6.5) | 18 (14.2) |
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| Emergent transfer to an ACHi | 38 (22.4) | 14 (11.0) |
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| Planned transfer to an ACH | 8.8 (8.8) | 2 (1.6) |
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| 10 (5.9) | 10 (7.9) |
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| Acute rehabilitation | 0 (0.0) | 1 (0.8) |
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| Hospice/palliative care | 6 (3.5) | 0 (0.0) |
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| Deceased | 4 (2.4) | 0 (0.0) |
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| Patient at data cutoff | 0 (0.0) | 9 (7.1) |
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| N/Al | N/A | ||||||
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| Primary hypertension | N/A | 61 (53.0) |
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| Hyperlipidemia | N/A | 49 (42.6) |
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| Dysphagia | N/A | 44 (38.3) |
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| Type II diabetes mellitus | N/A | 41 (35.7) |
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| Acute kidney failure | N/A | 25 (21.7) |
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| Urinary tract infection | N/A | 22 (19.1) |
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| Severe obesity | N/A | 14 (12.2) |
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aThe reference cohort included medically complex patients cared for at the facility from December 1, 2019, to February 29, 2020. Data from 170 admissions, consisting of 157 individuals, were included.
bThe COVID-19 cohort included all COVID-19–related admissions from March 19, 2020, through August 14, 2020. Data from 127 admissions, consisting of 117 individuals, were included; 118 of the 127 admission cases were discharged by the data cutoff.
cThe listed “n” value indicates the sample size analyzed to obtain each of the reported P values.
dNonparametric Mann-Whitney test is used; group difference and reported 95% CI are based on differences of the medians.
eFisher exact test is used to compare proportions of the self-reported demographics by group; group difference and reported 95% CI are calculated using odds ratios and Baptiste-Pike testing.
fBreakdown of self-reported demographics. For analysis of race-related demographics, groups were divided as either White/Caucasian or non-White/non-Caucasian. Individuals who elected to not report were not included in this analysis.
gBreakdown of recorded discharge destinations for all admissions in both the reference (n=170) and COVID-19 (n=127) cohorts. For analysis, the destinations of acute care hospital rehabilitation, hospice/palliative care, deceased, and patient at data cutoff were grouped.
hChi-square testing was used to compare the distribution of discharge destinations for both cohorts.
iACH: acute care hospital.
jLTACH: long-term acute care hospital.
kComorbid conditions in the COVID-19 cohort were identified by International Classification of Diseases 10th revision (ICD-10) diagnosis codes available in the patient’s medical record at discharge from the short-term acute care hospital and admission to long-term acute care.
lN/A: not applicable; data was not readily available through retrospective review.
Figure 4BMI as a risk factor for prolonged COVID-19 illness. (A) Scatter plot showing the distribution of BMI in the reference and COVID-19 cohorts. Lighter colored lines represent the median and interquartile range. (B) Nonlinear regression analysis showing the correlation between COVID-19 patient BMI and long-term acute care hospital length of stay (LOS). Solid regression lines show the correlation coefficient surrounded by the 95% CI as dotted lines.
Figure 5COVID-19 patient respiratory and cognitive-communication outcomes. (A) Scatter plot showing the comparison of ventilator wean times among patients mechanically ventilated during fiscal year 2019 (October 2018 through September 2019) (n=37), the reference cohort (n=7), and the COVID-19 cohort (n=15). The colored lines represent the median and interquartile range. (B) Evaluation of the cognitive communication score of COVID-19 patients recommended for speech-language pathology services (n=75) at admission and discharge. NOMS: National Outcomes Measurement System.
Cognitive-communication status scoring in the COVID-19 cohort.
| Description | Admission (N=75) | Discharge (N=75) | ||
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| Unable to assess (score 1) | 3 | 0 | |
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| Profound impairment (score 2) | 0 | 0 | |
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| Severe impairment (score 3) | 2 | 1 | |
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| Moderate-severe impairment (score 4) | 3 | 1 | |
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| Moderate impairment (score 5) | 5 | 0 | |
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| Mild-moderate impairment (score 6) | 3 | 3 | |
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| Mild impairment (score 7) | 15 | 16 | |
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| Within functional limits (score 8) | 28 | 38 | |
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| Baseline (score 9) | 16 | 16 | |
| Mean score (95% CI) | 7.2 (6.7-7.6)b | 7.8 (7.6-8.0)b | ||
aTo better analyze patient outcomes, a modified National Outcomes Measure System scale was used for speech-language pathology cognitive-communication status evaluations.
bThe nonparametric Wilcoxon matched pairs test was used, and the group difference (based on differences of the means) was 0.64 (95% CI 0.30-0.98; P<.001).
Functional Independence Measure assistance scoring for ambulation.
| Description | Reference cohort | COVID-19 cohort | |||
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| Admission (N=90) | Discharge (N=90) | Admission (N=99) | Discharge (N=99) | |
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| Unable/dependentb (score 1) | 36 (40) | 19 (21) | 51 (52) | 11 (11) |
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| Maximal assistancec (score 2) | 4 (4) | 2 (2) | 1 (1) | 0 (0) |
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| Moderate assistanced (score 3) | 6 (7) | 3 (3) | 6 (6) | 3 (3) |
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| Minimal assistancee (score 4) | 36 (40) | 18 (20) | 35 (35) | 14 (14) |
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| Supervisionf (score 5) | 8 (9) | 30 (33) | 6 (6) | 29 (29) |
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| Modified independenceg (score 6) | 0 (0) | 13 (14) | 0 (0) | 28 (28) |
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| Independenceh (score 7) | 0 (0) | 5 (6) | 0 (0) | 14 (14) |
| Mean score (95% CI) | 2.7 (2.4-3.1)i | 4.1 (3.7-4.7)i | 2.4 (2.1-2.7)i | 4.9 (4.6-5.3)i,j | |
aTo track patient functional ability, Functional Independence Measure scoring was used to assess the level of assistance required for ambulation at patient admission and discharge.
bPatient is either unable to ambulate or is only able to perform 24% of activity.
cPatient can perform 25%-49% of activity.
dPatient can perform 50%-74% of activity.
ePatient can perform at least 75% of activity.
fPatient does not need physical assistance but does require hands-on guidance, supervision for safety, cueing, coaxing, or set up.
gPatient does not need the physical presence of a second person, but requires equipment or takes more than reasonable time, or there are safety concerns.
hPatient does not require any equipment or the physical presence of a second person.
iThe Šídák multiple comparisons test was used to compare in-group differences (based on differences of the means) between admission and discharge. The group difference was 1.3 (95% CI −1.7 to −1.0; P<.001) in the reference cohort and 2.5 (95% CI −2.8 to −2.2; P<.001) in the COVID-19 cohort.
jSignificantly different compared to the mean discharge Functional Independence Measure score in the reference cohort; mean difference is −0.841 (95% CI −1.39 to −0.297; P=.001).
Figure 6Functional Independence Measure (FIM) assistance scores and gait distances as measures of functional ability. (A and C) For both the reference (n=90) and COVID-19 (n=99) cohorts, FIM assistance scores and gait distances were collected at admission and discharge. In-group and between-group comparisons were made using the Šídák multiple comparisons test following a 2×2 two-way mixed effects analysis of variance test for main effects associated with group and time. Box plots represent the median and the 25% and 75% quartiles. The whiskers extend 1.5 and -1.5 of the interquartile range; circle symbols reflect data points beyond the 1.5 interquartile ranges; and the “+” symbol represents the mean. (B and D) Changes in FIM assistance scores and gait distances were then compared using a nonparametric Mann-Whitney U test. B, Violin plot with medium smoothing to show the distribution of FIM score changes; the colored lines represent the median and interquartile range. D, Scatter plot, with the colored lines representing the median and interquartile range.
Gait distance at patient admission and discharge.
| Variable | Reference cohort | COVID-19 cohort | Between-group difference, mean (95% CI); |
| Admission distance (feet)a, mean (95% CI) | 43.4 (29.8 to 57.1) | 27.53 (14.1 to 40.9) | 15.9 (−48.0 to 79.8); |
| Discharge distance (feet)a, mean (95% CI) | 189.9 (139.0 to 240.8) | 248.7 (191.1 to 306.4) | −58.9 (−122.7 to 5.0); |
| Within-group difference (feet), mean (95% CI); | −146.4 (−207.3 to −85.6); | −221.1 (−279.2 to −163.2); | 74.8 (2.0 to 147.6); |
aComplete admission and discharge gait distances were only available for a subset of the total admissions for both the reference (n=90) and COVID-19 (n=99) cohorts.
bCalculated using the Šídák multiple comparisons test following a mixed effects analysis of variance.
cComparison of group differences calculated using the Mann-Whitney U test.