| Literature DB >> 34916570 |
Jorge Salvador-Marín1, Francisco Javier Ferrández-Martínez1, Cort D Lawton2, Domingo Orozco-Beltrán3, Jose Fernando Martínez-López1, Bryan T Kelly2, Juan Carlos Marzo-Campos4.
Abstract
To assess the effects of a multidisciplinary care protocol on cost, length of hospital stay (LOS), and mortality in hip-fracture-operated patients over 65 years. Prospective cohort study between 2011 and 2017. The unexposed group comprised patients who did not receive care according to the multidisciplinary protocol, while the exposed group did. Variables analyzed were demographics, medical comorbidities, treatment, blood parameters, surgical delay, LOS, re-admissions, mortality, and a composite outcome considering in-hospital mortality and/or LOS > 10 days. We performed a Poisson regression and cost analysis. The cohort included 681 patients: 310 unexposed and 371, exposed. The exposed group showed a shorter surgical delay (3.0 vs. 3.6 days; p < 0.001), and a higher proportion received surgery within 48 h (46.1% vs. 34.2%, p = 0.002). They also showed lower rates of 30-day readmission (9.4% vs. 15.8%, p = 0.012), 30-day mortality (4.9% vs. 9.4%, p = 0.021), in-hospital mortality (3.5% vs. 7.7%; p = 0.015), and LOS (8.4 vs. 9.1 days, p < 0.001). Multivariable analysis showed a protective effect of the protocol on the composite outcome (risk ratio 0.62, 95% CI 0.48-0.80, p < 0.001). Hospital costs were reduced by EUR 112,153.3. A multidisciplinary shared care protocol was associated with a reduction in the LOS, surgical delay, 30-day readmissions, and in-hospital and 30-day mortality, in hip-fracture-operated patients.Entities:
Mesh:
Year: 2021 PMID: 34916570 PMCID: PMC8677748 DOI: 10.1038/s41598-021-03415-4
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Graphical comparison of the proportion of patients with a length of stay > 10 days and in-hospital mortality between the unexposed cohort and multidisciplinary care protocol cohort.
Comparison of cohorts.
| Variable | 2011–2014 (N = 310) | 2015–2017 (N = 371) | p value | ||
|---|---|---|---|---|---|
| n | % | n | % | ||
| ≤ 10 days | 235 | 75.8s | 310 | 83.6 | 0.012* |
| > 10 days | 75 | 24.2 | 61 | 16.4 | |
| No | 286 | 92.3 | 358 | 96.5 | 0.015* |
| Yes | 24 | 7.7 | 13 | 3.5 | |
| No | 281 | 90.6 | 353 | 95.1 | 0.021* |
| Yes | 29 | 9.4 | 18 | 4.9 | |
| No | 261 | 84.2 | 336 | 90.6 | 0.012* |
| Yes | 49 | 15.8 | 35 | 9.4 | |
| Osteosynthesis (nail or screws) | 199 | 64.2 | 226 | 60.9 | 0.379 |
| Hemiarthroplasty | 111 | 35.8 | 145 | 39.1 | |
| Men | 80 | 25.8 | 94 | 25.3 | 0.89 |
| Women | 230 | 74.2 | 277 | 74.7 | |
| No | 114 | 36.8 | 111 | 29.9 | 0.058 |
| Yes | 196 | 63.2 | 260 | 70.1 | |
| No | 258 | 83.2 | 292 | 78.7 | 0.13 |
| Yes | 52 | 16.8 | 79 | 21.3 | |
| No | 274 | 88.4 | 318 | 85.7 | 0.30 |
| Yes | 36 | 11.6 | 53 | 14.3 | |
| No | 266 | 85.8 | 311 | 83.8 | 0.48 |
| Yes | 44 | 14.2 | 60 | 16.2 | |
| No | 288 | 92.9 | 353 | 95.1 | 0.22 |
| Yes | 22 | 7.1 | 18 | 4.9 | |
| No | 217 | 70.0 | 260 | 70.1 | 0.89 |
| Yes | 93 | 30.0 | 111 | 29.9 | |
| No | 253 | 81.6 | 292 | 78.7 | 0.35 |
| Yes | 57 | 18.4 | 79 | 21.3 | |
| No | 234 | 75.5 | 277 | 74.7 | 0.81 |
| Yes | 76 | 24.5 | 94 | 25.3 | |
| No | 301 | 97.1 | 342 | 92.2 | 0.005* |
| Yes | 9 | 2.9 | 29 | 7.8 | |
| No | 230 | 74.2 | 272 | 73.3 | 0.80 |
| Yes | 80 | 25.8 | 99 | 26.7 | |
| No | 261 | 84.2 | 313 | 84.4 | 0.95 |
| Yes | 49 | 15.8 | 58 | 15.6 | |
| No | 289 | 93.2 | 304 | 81.9 | < 0.001* |
| Yes | 21 | 6.8 | 67 | 18.1 | |
| No | 289 | 93.2 | 343 | 92.5 | 0.70 |
| Yes | 21 | 6.8 | 28 | 7.5 | |
| No | 305 | 98.4 | 356 | 96.0 | 0.061 |
| Yes | 5 | 1.6 | 15 | 4.0 | |
| No | 236 | 76.1 | 240 | 64.7 | 0.001* |
| Yes | 74 | 23.9 | 131 | 35.3 | |
| ≤ 5 days | 266 | 85.8 | 345 | 93.0 | 0.002* |
| > 5 days | 44 | 14.2 | 26 | 7.0 | |
| ≤ 24 h | 35 | 11.3 | 45 | 12.1 | 0.735 |
| > 24 h | 275 | 88.7 | 326 | 87.9 | |
| ≤ 48 h | 106 | 34.2 | 171 | 46.1 | 0.002* |
| > 48 h | 204 | 65.8 | 200 | 53.9 | |
Categorical variables.
COPD chronic obstructive pulmonary disease.
*Statistical significance at p < 0.05 level.
Comparison of cohorts, quantitative variables.
| Group | n | Mean | SD | 95% CI | p value | |
|---|---|---|---|---|---|---|
| Age | 2011–2014 | 310 | 83.55 | 7.37 | (82.71–84.38) | 0.221 |
| 2015–2017 | 371 | 83.98 | 7.24 | (83.19–84.73) | ||
| Charlson Index | 2011–2014 | 310 | 1.39 | 1.31 | (1.25–1.54) | 0.008* |
| 2015–2017 | 371 | 1.69 | 1.45 | (1.53–1.84) | ||
| Days until surgery | 2011–2014 | 310 | 3.62 | 2.10 | (3.39–3.86) | < 0.001* |
| 2015–2017 | 371 | 3.03 | 1.73 | (2.86–3.20) | ||
| Length of hospital stay (days) | 2011–2014 | 310 | 9.1 | 3.6 | (8.70–9.53) | < 0.001* |
| 2015–2017 | 371 | 8.4 | 4.6 | (7.99–8.89) | ||
| Total number of comorbidities | 2011–2014 | 310 | 2.18 | 1.49 | (2.02–2.35) | < 0.001* |
| 2015–2017 | 371 | 2.75 | 1.71 | (2.56–2.93) | ||
| Hemoglobin on admission (g/dL) | 2011–2014 | 310 | 12.58 | 1.78 | (12.40–12.78) | 0.140 |
| 2015–2017 | 371 | 12.40 | 1.82 | (12.20–12.56) | ||
| Postoperative hemoglobin (g/dL) | 2011–2014 | 310 | 10.38 | 1.71 | (10.19–10.57) | 0.835 |
| 2015–2017 | 370 | 10.39 | 1.82 | (10.28–10.57) | ||
| N red cell concentrates transfused intraoperatively | 2011–2014 | 310 | 0.02 | 0.13 | (0.00–0.03) | 0.059 |
| 2015–2017 | 371 | 0.06 | 0.29 | (0.03–0.09) | ||
| N red cell concentrates transfused postoperatively | 2011–2014 | 310 | 0.48 | 0.85 | (0.38–0.57) | 0.001* |
| 2015–2017 | 371 | 0.78 | 1.18 | (0.66–0.90) |
SD standard deviation, N Number of, 95% CI 95% confidence interval.
*Statistical significance at p < 0.05 level.
Risk ratio (RR) estimate by multivariable Poisson regression for composite risk of in-hospital mortality and/or hospital admission beyond 10 days (N = 681).
| Variable | Crude analysis | Multivariable analysis | ||||
|---|---|---|---|---|---|---|
| RR | (95% CI) | p value | RR | (95% CI) | p value | |
| Age1 | 1.02 | (0.99–1.04) | 0.080 | 1.00 | (0.99–1.02) | 0.711 |
| Men | 1 | 1 | ||||
| Women | 0.76 | (0.57–1.01) | 0.057 | 0.87 | (0.67–1.14) | 0.319 |
| 2011–2014 | 1 | 1 | ||||
| 2015–2017 | 0.59 | (0.45–0.78) | < 0.001* | 0.62 | (0.48–0.80) | < 0.001* |
| No | 1 | 1 | ||||
| Yes | 2.02 | (1.55–2.63) | < 0.001* | 1.94 | (1.51–2.49) | < 0.001* |
| Days until surgery | 1.23 | (1.17–1.30) | < 0.001* | 1.19 | (1.14–1.25) | < 0.001* |
| N red cell concentrates transfused postoperatively | 1.27 | (1.17–1.39) | < 0.001* | 1.19 | (1.08–1.32) | 0.001* |
Number of endpoint events = 164; likelihood ratio test 86.1 (p < 0.001).
1Confounders of the group effect with endpoint.
Relative risk estimate by multivariable Poisson regression for length of hospital stay > 10 days, in-hospital death, 30-day-mortality and Readmissions < 30 days.
| RR | 95% CI | p-value | ||||
|---|---|---|---|---|---|---|
| Length of hospital stay > 10 days | 2011–2014 | 1 | ||||
| 2015–2017 | 0.636 | (0.470–0.861) | 0.003 | |||
| n; no events; LRT (p-value) | 681; 136; 15.1 (< 0.001) | |||||
| In-hospital death | 2011–2014 | 1 | ||||
| 2015–2017 | 0.382 | (0.198–0.736) | 0.004 | |||
| n; no events; LRT (p-value) | 681; 37; 34.8 (< 0.001) | |||||
| 30-day-mortality | 2011–2014 | 1 | ||||
| 2015–2017 | 0.469 | (0.264–0.832) | 0.010 | |||
| n; no events; LRT (p-value) | 681; 47; 27.3 (< 0.001) | |||||
| Readmissions < 30 days | 2011–2014 | 1 | ||||
| 2015–2017 | 0.560 | (0.374–0.837) | 0.005 | |||
| n; no events; LRT (p-value) | 681; 84; 12.7 (0.025) | |||||
RR relative risk adjusted for age, sex, Charlson index and type of surgery, LRT likelihood ratio test, 95% CI 95% confidence interval.