| Literature DB >> 27609852 |
Lynne Turner-Stokes1, Ganesh Bavikatte2, Heather Williams3, Alan Bill3, Keith Sephton3.
Abstract
OBJECTIVES: To evaluate functional outcomes, care needs and cost-efficiency of hyperacute (HA) rehabilitation for a cohort of in-patients with complex neurological disability and unstable medical/surgical conditions.Entities:
Keywords: Cost-efficiency; Functional gain; Outcome measurement
Mesh:
Year: 2016 PMID: 27609852 PMCID: PMC5020841 DOI: 10.1136/bmjopen-2016-012112
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1The rehabilitation pathway following major illness or injury. Following major injury or illness, the majority of patients will progress satisfactorily along the pathway to recovery with the support of the local non-specialist (Level 3) services. However, a small number will have more complex needs requiring rehabilitation in specialist (Level 1 or 2) units.
Figure 2RCSE-M scores and serial allocation between HA and Level 1a beds. The figure illustrates the serial RCS-M sores recorded for a single patient over the course of his stay on the London unit. Of his total length of stay (256 days), 165 days were allocated to the Level1a bed-day activity and 91 days to the HA activity in four discrete periods, without having to relocate the patient or interrupt his rehabilitation programme.
Distribution of RCSE-M v13 scores on admission and discharge
| RCSE-M score | Descriptor | Liverpool | London | ||
|---|---|---|---|---|---|
| Admission | Discharge | Admission | Discharge | ||
| M 0 | No active medical intervention | − | 1% | − | 1% |
| M 1 | Basic investigation/monitoring/treatment | − | 14% | − | 15% |
| M 2 | Specialist medical intervention for diagnosis or management/procedures | − | 49% | − | 46% |
| M 3 | Potentially unstable medical condition, requiring 24 hours availability of on-site acute medical cover | 92% | 28% | 59% | 24% |
| M 4 | Acute medical/surgical problem (or psychiatric crisis) requiring emergency out-of hours intervention | 8% | 8% | 41% | 14% |
Demographics of the analysed population
| Parameter | Full sample | Liverpool | London | Significance | ||
|---|---|---|---|---|---|---|
| Test | Statistic | p Value | ||||
| Age | ||||||
| Mean (SD) | 46.0 (15.7) | 51.3 (16.1) | 41.5 (13.9) | T-test (t) | −4.5 | <0.001 |
| Range | 16−77 | 16−77 | 17−68 | |||
| M:F ratio % | 63:37 | 56:44 | 69:31 | χ2 | 3.4 | 0.07 |
| Time since onset (days)* | ||||||
| Median (inter-quartile range) | 67 (45−124) | 56 (35−90) | 84 (56−142) | Mann-Whitney (z) | −3.5 | <0.001 |
| Length of stay (days) | ||||||
| Mean (SD), days | 103.0 (65.6) | 106.4 (79.1) | 100.1 (51.3) | T-test (t) | −0.63 | 0.51 |
| Cost of episode | ||||||
| Mean (SD), £ | £75 275 (£47 540) | £76 279 (£56 740) | £74 409 (£38 137) | T-test (t) | −0.27 | 0.79 |
| Diagnostic subcategories, n (%) | χ2 | 13.5 | 0.009 | |||
| ABI | 166 (87.4%) | 69 (78.4%) | 97 (95.1%) | |||
| Spinal cord Injury | 9 (4.7%) | 7 (8.0%) | 2 (2.0%) | |||
| Peripheral neurological | 9 (4.7%) | 6 (6.8%) | 3 (2.9%) | |||
| Other (mainly polytrauma) | 6 (3.1%) | 6 (6.8%) | 0 | |||
| Aetiology | χ2 | 54.4 | <0.001 | |||
| ABI | ||||||
| Trauma | 54 (32.5%) | 22 (31.9%) | 32 (33.0%) | χ2 | 47.5 | <0.001 |
| Vascular (eg, stroke) | 62 (37.3%) | 34 (49.2%) | 28 (28.9%) | |||
| Anoxia | 31 (18.7%) | 1 (1.4%) | 30 (30.9%) | |||
| Inflammatory | 11 (6.6%) | 6 (8.7%) | 5 (5.2%) | |||
| Tumour | 7 (4.2%) | 5 (7.2%) | 2 (2.1%) | |||
| Other | 1 (0.6%) | 1 (1.4%) | − | |||
| Spinal cord injury | ||||||
| Trauma | 4 (44.4) | 4 (57.1) | − | χ2 | 2.3 | 0.33 |
| Inflammatory | 3 (33.3) | 2 (28.6) | 1 (50.0) | |||
| Other | 2 (22.2) | 1 (14.3) | 1 (50.0) | |||
| Discharge destination | χ2 | 128.2 | <0.001 | |||
| Home/temporary accommodation | 30 (16%) | 6 (7%) | 24 (24%) | |||
| Nursing/residential home | 61 (32%) | 5 (6%) | 56 (55%) | |||
| Other specialist rehabilitation ward | 68 (36%) | 68 (77%) | 0 | |||
| Other residential rehabilitation | 10 (5%) | 2 (2%) | 8 (8%) | |||
| Acute hospital ward | 15 (8%) | 6 (7%) | 9 (9%) | |||
| Other | 6 (3%) | 1 (1%) | 5 (5%) | |||
*As time since onset was very highly skewed, the median and IQR is given.
ABI, acquired brain injury.
Figure 3Flow chart of the data extraction process. The figure summarises the data extraction process for the main data set and subset included in the analysis.
Overall dependency and functional outcome scores on admission and discharge
| Admission | Discharge | Wilcoxon signed-rank test z | p Value,* | |
|---|---|---|---|---|
| Rehabilitation complexity scores (RCSE v13) (n=190) | ||||
| Care | 2 (2−2) | 2 (1−2) | −4.3 | <0.001 |
| Nursing | 3 (3−3) | 2 (2−3) | −7.5 | <0.001 |
| Medical | 3 (3−4) | 2 (2−3) | −9.7 | <0.001 |
| Therapy | 7 (6−7) | 6 (5−7) | −4.7 | <0.001 |
| Equipment | 2 (1−2) | 2 (1−2) | −1.4 | 0.155 |
| Total | 16 (15−17) | 14 (12−16) | −9.1 | <0.001 |
| Total N+M | 6 (6−7) | 5 (4−6) | −9.7 | <0.001 |
| Functional gain (UK FIM+FAM) (n=181) | ||||
| Motor | 16 (16−23) | 25 (16−64) | 9.2 | <0.001 |
| Cognitive | 21 (14−48) | 40 (14−71) | 9.4 | <0.001 |
| Total FIM+FAM | 40 (30−72) | 71 (31−132) | 9.8 | <0.001 |
| Dependency (NPDS/NPCNA) (n=180) | ||||
| Total NPDS | 49 (42−54) | 42 (23−50) | −7.1 | <0.001 |
*To allow for multiple tests (n=13) the threshold for significance is taken as 0.005 (=0.05/11).
FIM, Functional Independence Measure; FIM+FAM, UK Functional Assessment Measure; NPCNA, Northwick Park Care Needs Assessment; NPDS, Northwick Park Dependency Score; RCSEv13, Rehabilitation Complexity Scale Extended V.13; Total N+M, summed RCSE Nursing and Medical scores as a measure of acuity.
Within- and between-centre differences for complexity, functional independence and cost-efficiency parameters
| Unit | Liverpool | Within-service change | London | Within-service change | Between-service differences | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Parameter | Admission | Discharge | z | p Value | Admission | Discharge | z | p Value | Admission | Discharge | ||
| z | p Value | z | Value | |||||||||
| RCSE v13 (n=88) | (n=102) | |||||||||||
| Care | 2 (2-2) | 2 (1-2) | −3.2 | 2 (2-2) | 2 (2-2) | −2.8 | −0.9 | 0.390 | −1.0 | 0.327 | ||
| Nursing | 3 (2-3) | 2 (1-3) | −5.8 | 3 (3-4) | 2 (2-3) | −4.8 | −4.7 | −4.5 | ||||
| Medical | 3 (3-3) | 2 (2-3) | −6.5 | 3 (3-4) | 3 (2-3) | −7.2 | −5.2 | −0.9 | 0.390 | |||
| Therapy | 7 (6-7) | 6 (5-7) | −4.6 | 6 (5-7) | 6 (5-6) | −2.4 | 0.02 | −4.4 | −2.5 | 0.013 | ||
| Equipment | 2 (1-2) | 2 (1-2) | −1.2 | 0.26 | 2 (1-2) | 2 (1-2) | −0.81 | 0.42 | −2.1 | 0.034 | −2.2 | 0.028 |
| Total | 16 (16-17) | 14 (12-16) | −6.8 | 16 (15-18) | 14 (13-16) | −6.1 | −0.3 | 0.795 | −1.0 | 0.336 | ||
| Total N+M | 6 (5-6) | 4 (3-5) | −6.9 | 6 (6-7) | 5 (4-6) | −6.8 | −5.7 | −29 | 0.004 | |||
| Functional gain (UK FIM+FAM) (n=88) | (n=93) | |||||||||||
| Motor | 18 (16-27) | 33 (17-68) | 6.9 | 16 (16-19) | 17 (16-52) | 6.2 | −2.4 | 0.017 | −2.6 | 0.008 | ||
| Cognitive | 27 (14-56) | 52 (19-78) | 6.9 | 16 (14-35) | 31 (14-67) | 6.4 | −2.6 | 0.009 | ||||
| Total | 50 (31-82) | 90 (39-148) | 7.2 | 32 (30-60) | 53 (30-119) | 6.7 | −2.8 | 0.005 | −2.8 | 0.005 | ||
| Functional gain (UK FIM+FAM) excluding PDOC patients (n=75) | (n=62) | |||||||||||
| Motor | 19 (16-28) | 38 (24-77) | 6.9 | 17 (16-26) | 40 (17-83) | 6.1 | −0.8 | 0.425 | −0.7 | 0.468 | ||
| Cognitive | 34 (18-62) | 59 (40-80) | 6.9 | 26 (16-53) | 57 (31-79) | 6.4 | −1.2 | 0.243 | −1.1 | 0.276 | ||
| Total | 57 (35-89) | 105 (64-151) | 7.2 | 48 (32-74) | 88 (56-151) | 6.7 | −1.1 | 0.266 | −0.8 | 0.431 | ||
| Dependency (NPDS/NPCNA) (n=81) | (n=99) | |||||||||||
| Total NPDS | 46 (36-53) | 40 (22-51) | −3.4 | 51 (45-54) | 43 (24-49) | −6.3 | −2.5 | 0.013 | −0.1 | 0.947 | ||
| Dependency (NPDS/NPCNA) excluding PDOC patients (n=70) | (n=67) | |||||||||||
| Total NPDS | 45 (32-53) | 37 (19-50) | −3.9 | 49 (41-53) | 35 (11-45) | −6.1 | −1.7 | 0.092 | −1.3 | 0.176 | ||
All p Values two-tailed. To allow for multiple tests (n=13), the threshold for significance is taken as 0.003 (=0.05/15).
Values in bold typeface are statistically significant p values.
FIM, Functional Independence Measure; FIM+FAM, UK Functional Assessment Measure; NPCNA, Northwick Park Care Needs Assessment; NPDS, Northwick Park Dependency Score; RCSE v13, Rehabilitation Complexity Scale Extended V.13; Total N+M, summed RCSE Nursing and Medical scores as a measure of acuity.
Figure 4Composite FAM-Splats for the two units: median scores at admission and discharge. The radar chart (or ‘FAM splat’) provides a graphic representation of the disability profile from the FIM+FAM data. The 30-scale items are arranged as spokes of a wheel. Scoring levels from 1 (total dependence) to 7 (total independence) run from the centre outwards. Thus, a perfect score would be demonstrated as a large circle. These composite radar charts illustrate the median scores on admission and discharge for the two units. The yellow-shaded portion represents the median scores on admission for each item. The blue-shaded area represents the change in median score from admission to discharge. Clear differences in the pattern of disability can be seen between the two centres.
Comparison of NPCNA-estimated care needs and costs on admission and discharge
| Admission Mean (SD) | Discharge Mean (SD) | Difference | 95% CI* | P (two-tailed) (Paired t-tests) | |
|---|---|---|---|---|---|
| Total sample (n=180) | |||||
| Care hours/week† | 56.3 (12.9) | 48.0 (19.6) | 8.3 | 6.0 to 10.7 | <0.001 |
| Care costs/week† | 2273 (742) | 1812 (899) | £462 | 349 to 574 | <0.001 |
| Liverpool (n=81) | |||||
| Care hours/week | 54.6 (16.3) | 46.5 (20.4) | 8.2 | 4.8 to 11.4 | <0.001 |
| Care costs/week | 2093 (836) | 1776 (907) | £318 | 162 to 474 | <0.001 |
| London (n=99) | |||||
| Care hours/week | 57.7 (9.1) | 49.3 (18.9) | 8.5 | 5.2 to 12.0 | <0.001 |
| Care costs/week | £2421 (621) | £1841 (895) | £580 | £421 to 738 | <0.001 |
| Centre differences in reduction of care needs and costs | |||||
| Reduction in care hours/week | 8.2 (14.8) | 8.5 (17.1) | 0.3 | −4.3 to 4.7 | 0.901 |
| Reduction in care costs/week | £318 (705) | £580 (795) | £262 | 43 to 477 | 0.017 |
| Episode cost‡ | £77 922 (£57 268) | £76 461 (£36 785) | £1461 | −£12 709 to 16 279 | 0.853 |
| Time to offset the cost of rehabilitation (months) | 24.9 (98) | 29.9 (110) | 5.0 | −23.8 to 38.1 | 0.726 |
*Care hours and costs provide interval data. 95% CIs were calculated with bootstrapping based on 1000 samples to allow for skewed data.
†Care hours per week and care costs per week are estimated using the computerised algorithm in the Northwick Park Care Needs assessment (NPCNA) which is built into the UKROC software.
‡The figures for Episode cost differ slightly from table 1 as this is the subsample of patients with paired NPCNA data.