| Literature DB >> 33815865 |
Murillo Adrados1, Kaicheng Wang2, Yanhong Deng2, Janis Bozzo3, Tara Messina4, Amie Stevens5, Anne Moore4, Jensa Morris6, Mary I O'Connor1.
Abstract
INTRODUCTION: Shorter length of stays (LOS) at a Skilled Nursing Facility (SNF) after hip fracture surgery would be expected to lead to costs savings for the healthcare system. Evidence also suggests that shorter SNF stays also leads to improved 30-day outcomes, thus compounding this value proposition. Our Integrated Fragility Hip Fracture Program created a simple algorithm at discharge to provide each post-operative hip fracture patient with an expected SNF LOS. We studied whether this intervention produced a shorter SNF LOS and other observable short-term outcomes.Entities:
Keywords: economics of medicine; fragility fractures; geriatric nursing; physical medicine and rehabilitation; trauma surgery
Year: 2021 PMID: 33815865 PMCID: PMC7995299 DOI: 10.1177/2151459321998615
Source DB: PubMed Journal: Geriatr Orthop Surg Rehabil ISSN: 2151-4585
Recommended SNF LOS Based on Mobility Levels on Day of Hospital Discharge.
| Mobility | Expected Length of Stay (LOS) |
|---|---|
| Independent ambulation, zero-person assist | 7 days |
| One-person assist for ambulation | 14 days |
| Two-person assist for ambulation or transfers | 21 days |
Patient Characteristics by Skilled Nursing Facility Program Participant Status.
| Participant provider | ||||
|---|---|---|---|---|
| Yes (N = 69) | No (N = 177) | Total (N = 246) | P value | |
| AGE | ||||
| Mean (SD) | 84.1 (7.5) | 86.1 (8.1) | 85.5 (8.0) | 0.08 |
| Sex | ||||
| Male | 17 (24.6%) | 44 (24.9%) | 61 (24.8%) | 0.97 |
| Female | 52 (75.4%) | 133 (75.1%) | 185 (75.2%) | |
| ASA Classification | ||||
| I/II | 17 (24.6%) | 34 (19.2%) | 51 (20.7%) | 0.58 |
| III/IV | 52 (75.4%) | 143 (80.8%) | 195 (79.3%) | |
| Fracture/Surgery Type | ||||
| ITF/DHS | 19 (27.5%) | 38 (21.5%) | 57 (23.2%) | 0.76 |
| ITF/S-IMN | 32 (46.4%) | 85 (48.0%) | 117 (47.6%) | |
| ITF/L-IMN | 9 (13.0%) | 26 (14.7%) | 35 (14.2%) | |
| FNF/CS | 9 (13.0%) | 28 (15.8%) | 37 (15.0%) | |
| Delay of Surgery (Hrs) | ||||
| Mean (SD) | 25.8 (9.7) | 27.3 (17.6) | 24.0 (18.0 – 31.0) | 0.49 |
| ≤24 | 34 (49.3%) | 94 (53.1%) | 128 (52.0%) | 0.66 |
| >24 | 35 (50.7%) | 83 (46.9%) | 118 (48.0%) | |
| Estimate SNF LOS (Days) | ||||
| 7/14 | 30 (43.5%) | 55 (31.1%) | 85 (34.6%) | 0.07 |
| 21 | 39 (56.5%) | 122 (68.9%) | 161 (65.4%) | |
| Gait Training Patient Dependency | ||||
| Total Dependency (0%) | 11 (15.9%) | 35 (19.8%) | 46 (18.7%) | 0.40 |
| Assistance (25-50%) | 25 (36.2%) | 74 (41.8%) | 99 (40.2%) | |
| Supervision/Independent | 33 (47.8%) | 68 (38.4%) | 101 (41.1%) | |
| Hospital LOS, Median (IQR) (Days) | ||||
| Hospital | 4 (3 – 4) | 4 (3 – 5) | 4 (3 – 5) | 0.043* |
Note:
a sparse table, Fisher Exact test for p value.
* P value less than 0.05.
** P value less than 0.01.
*** P value less than 0.001.
Figure 1.SNF LOS comparison between participant and non-participant SFNs by expected LOS.
Post-Surgical Complications, Cost and SNF LOS by Skilled Nursing Facility Program Participant Status.
| Participant provider | ||||
|---|---|---|---|---|
| Yes | No | Total | P value | |
| Minor Complications | ||||
| Yes | 004 (005.8%) | 023 (013.0%) | 027 (011.0%) | 0.10 |
| No | 065 (094.2%) | 154 (087.0%) | 219 (089.0%) | |
| Pneumonia | 000 (000.0%) | 002 (001.1%) | 002 (000.8%) | |
| ADEs | 000 (000.0%) | 002 (001.1%) | 002 (000.8%) | |
| SSI | 000 (000.0%) | 000 (000.0%) | 000 (000.0%) | |
| Delirium | 003 (004.3%) | 018 (010.2%) | 021 (008.5%) | |
| PE/DVT | 001 (001.4%) | 000 (000.0%) | 001 (000.4%) | |
| Sepsis | 000 (000.0%) | 001 (000.6%) | 001 (000.4%) | |
| Hematoma | 000 (000.0%) | 000 (000.0%) | 000 (000.0%) | |
| Major Complications | ||||
| Death | 003 (004.3%) | 010 (005.6%) | 013 (005.3%) | 1.00 |
| Re-Operation | 006 (008.7%) | 009 (005.1%) | 015 (006.1%) | 0.37 |
| Re-Admission | 020 (029.0%) | 043 (024.3%) | 063 (025.6%) | 0.45 |
| ER Visit | 024 (034.8%) | 056 (031.6%) | 080 (032.5%) | 0.64 |
| Total Variance to Target | ||||
| Median (IQR) | 9832.9 | 4091.5 | 5610.5 | 0.018** |
| LOS, Median (IQR) (Days) | ||||
| SNF | 23 (14 – 30) | 31 (19 – 48) | 28 (18 – 42) | <0.001*** |
Univariate Analyses on the SNF Length of Stay and Costs Post-Hip Fracture Surgery.
| Characteristics | Variance to target | LOS, SNF | ||||
|---|---|---|---|---|---|---|
| Parameter estimate | 95% CI | P value | Parameter estimate | 95% CI | P value | |
| Program Participant | ||||||
| Yes vs. No | 5131.7 | (683.2, 9580.2) | 0.024 | -11.9 | (-17.7, -6.0) | <.001 |
| Age | 60.9 | (-192.4, 314.2) | 0.64 | 0.3 | (-0.1, 0.6) | 0.14 |
| Sex | ||||||
| Male vs. Female | 534.0 | (-4142.0, 5210.0) | 0.82 | -1.3 | (-7.5, 5.0) | 0.69 |
| ASA Classification | ||||||
| III/IV vs. I/II | -6760.2 | (-11668.4, -1852.1) | 0.007 | 6.9 | (0.3, 13.5) | 0.04 |
| Fracture/Surgery Type | ||||||
| ITF/DHS vs. FNF/CS | -1937.1 | (-8583.1, 4708.8) | 0.57 | 5.7 | (-3.2, 14.5) | 0.21 |
| ITF/S-IMN vs. FNF/CS | -5931.6 | (-11869.1, 5.9) | 0.05 | 9.2 | (1.3, 17.1) | 0.023 |
| ITF/L-IMN vs. FNF/CS | -2931.9 | (-10354.7, 4490.8) | 0.44 | 8.8 | (-1.1, 18.7) | 0.08 |
| Surgery Delay | ||||||
| >24 Hrs vs ≤24 Hrs | 1231.1 | (-2808.2, 5270.4) | 0.55 | -0.8 | (-6.2, 4.6) | 0.76 |
| Complication | ||||||
| Yes vs. No | -1797.8 | (-8254.4, 4658.7) | 0.58 | 3.7 | (-4.9, 12.3) | 0.4 |
| Length of Stay, Hospital (Days) | -1490.5 | (-2659.1, -322.0) | 0.013 | 1.4 | (-0.2, 2.9) | 0.09 |
| Death in 90 Days | ||||||
| Yes vs. No | 6096.1 | (-2897.7, 15089.8) | 0.18 | -11.7 | (-23.7, 0.2) | 0.05 |
| Re-Operation in 90 Days | ||||||
| Yes vs. No | -23152.8 | (-31071.3, -15234.3) | <.001 | 15.4 | (4.3, 26.5) | 0.007 |
| Re-Admission in 90 Days | ||||||
| Yes vs. No | -19249.9 | (-23188.8, -15311.1) | <.001 | 10.4 | (4.3, 16.4) | <.001 |
| ED Visit in 90 Days | ||||||
| Yes vs. No | -14742.8 | (-18632.3, -10853.3) | <.001 | 9.1 | (3.5, 14.8) | 0.002 |
| Estimate SNF LOS | ||||||
| 7/14 vs. 21 Days | 4112.3 | (-102.6, 8327.2) | 0.06 | -8.9 | (-14.5, -3.4) | 0.002 |
| Gait Training Dependency | ||||||
| Assistance vs. Depdt | 1316.1 | (-4144.1, 6776.3) | 0.64 | -1.7 | (-8.8, 5.3) | 0.63 |
| Supervision/Indepdt vs. Depdt | 9491.1 | (4048.1, 14934.2) | <.001 | -16.5 | (-23.5, -9.4) | <.001 |
Multivariate Analyses on the SNF Length of Stay and Costs Post-Hip Fracture Surgery.
| Characteristics | Variance to target | LOS, SNF | ||||||
|---|---|---|---|---|---|---|---|---|
| Parameter estimate | 95% CI | P value | Parameter estimate | 95% CI | P value | |||
| Program Participant | ||||||||
| Yes vs. No | 5374.37 | (1819.32, 8929.42) | 0.003 | -10.9 | (-16.3, -5.4) | <.001 | ||
| Age | 225.33 | (12.53, 438.14) | 0.038 | 0 | (-0.4, 0.3) | 0.81 | ||
| Sex | ||||||||
| Male vs. Female | -1923.28 | (-5593.32, 1746.76) | 0.30 | 1 | (-4.6, 6.6) | 0.72 | ||
| ASA Classification | ||||||||
| III/IV vs. I/II | -1005.72 | (-5121.45, 3110.02) | 0.63 | 1.2 | (-5.1, 7.5) | 0.71 | ||
| Surgery Delay | ||||||||
| >24 Hrs vs ≤24 Hrs | 962.45 | (-2377.77, 4302.67) | 0.57 | -0.9 | (-6.0, 4.3) | 0.74 | ||
| Fracture/Surgery Type | ||||||||
| ITF/DHS vs. FNF/CS | 1096.1 | (-4171.00, 6363.19) | 0.68 | 2.1 | (-6.0, 10.1) | 0.62 | ||
| ITF/S-IMN vs. FNF/CS | -2027.99 | (-6802.43, 2746.45) | 0.40 | 3.9 | (-3.4, 11.2) | 0.30 | ||
| ITF/L-IMN vs. FNF/CS | -896.82 | (-6747.42, 4953.78) | 0.76 | 4.1 | (-4.9, 13.0) | 0.37 | ||
| Length of Stay, Hospital (Days) | -1241.23 | (-2234.13, -248.32) | 0.015 | 1.1 | (-0.5, 2.6) | 0.17 | ||
| Estimate SNF LOS | ||||||||
| 7/14 vs. 21 Days | -953.21 | (-4824.01, 2917.60) | 0.63 | -1.0 | (-6.9, 5.0) | 0.75 | ||
| Gait Training Dependency | ||||||||
| Assistance vs. Depdt | 1887.03 | (-2686.11, 6460.18) | 0.42 | -1.3 | (-8.3, 5.7) | 0.72 | ||
| Supervision/Indepdt vs. Depdt | 9623.52 | (4466.81, 14780.23) | <.001 | -14.3 | (-22.2, -6.4) | <.001 | ||
| Death in 90 Days | ||||||||
| Yes vs. No | 11751.31 | (4344.61, 19158.02) | 0.002 | -17.6 | (-29.0, -6.2) | 0.003 | ||
| Re-Operation in 90 Days | ||||||||
| Yes vs. No | -12290.51 | (-19569.35, -5011.67) | 0.001 | 11.5 | (0.4, 22.7) | 0.042 | ||
| Re-Admission in 90 Days | ||||||||
| Yes vs. No | -12642.35 | (-18110.02, -7174.68) | <.001 | 4.7 | (-3.6, 13.1) | 0.27 | ||
| ED Visit in 90 Days | ||||||||
| Yes vs. No | -5216.47 | (-9893.39, -539.54) | 0.029 | 4.0 | (-3.1, 11.2) | 0.27 | ||
Multilevel Models on the SNF Length of Stay and Costs on SNF Pre and Post Program Participation (N = 146).
| Characteristics | Variance to target | LOS, SNF | ||||
|---|---|---|---|---|---|---|
| Parameter estimate | 95% CI | P value | Parameter estimate | 95% CI | P value | |
| Individual SNF | ||||||
| Participant vs Non-participant | 5164.4 | (318.4, 10010.4) | 0.039 | -10.3 | (-16.8, -3.8) | 0.006 |
| Age | 237.4 | (-49.6, 524.4) | 0.10 | -0.1 | (-0.4, 0.3) | 0.79 |
| Sex | ||||||
| Male vs. Female | -707.9 | (-6869.5, 5453.8) | 0.79 | 0.9 | (-7.3, 9.0) | 0.81 |
| ASA Classification | ||||||
| III/IV vs. I/II | -1806.0 | (-8047.8, 4435.8) | 0.52 | 2.7 | (-5.5, 11.0) | 0.47 |
| Surgery Delay | ||||||
| >24 Hrs vs ≤24 Hrs | 1154.3 | (-3959.6, 6268.2) | 0.62 | 0.5 | (-6.2, 7.3) | 0.86 |
| Fracture/Surgery Type | ||||||
| ITF/DHS vs. FNF/CS | -1141.2 | (-8143.6, 5861.2) | 0.74 | 2.5 | (-6.7, 11.7) | 0.58 |
| ITF/S-IMN vs. FNF/CS | -5016.7 | (-11560.6, 1527.1) | 0.13 | 5.2 | (-3.4, 13.8) | 0.22 |
| ITF/L-IMN vs. FNF/CS | -2504.6 | (-10505.5, 5496.3) | 0.52 | 2.4 | (-8.2, 12.9) | 0.64 |
| Length of Stay, Hospital (Days) | -765.9 | (-2058.1, 526.3) | 0.24 | 0.9 | (-0.8, 2.6) | 0.32 |
| Estimate SNF LOS | ||||||
| 7/14 vs. 21 Days | -1261.2 | (-7267.5, 4745.2) | 0.64 | -2.1 | (-10.1, 5.9) | 0.56 |
| Gait Training Dependency | ||||||
| Assistance vs. Depdt | 5139.3 | (-1532.8, 11811.4) | 0.12 | -6.0 | (-14.8, 2.8) | 0.17 |
| Supervision/Indepdt vs. Depdt | 12719.1 | (4979.6, 20458.6) | 0.003 | -15.6 | (-25.9, -5.3) | 0.006 |
| Death in 90 Days | ||||||
| Yes vs. No | 8111.7 | (-5778.8, 22002.2) | 0.18 | -15.0 | (-33.3, 3.3) | 0.09 |
| Re-Operation in 90 Days | ||||||
| Yes vs. No | -8243.8 | (-19307.7, 2820.1) | 0.11 | 6.9 | (-7.7, 21.4) | 0.28 |
| Re-Admission in 90 Days | ||||||
| Yes vs. No | -11548.0 | (-19681.4, -3414.6) | 0.011 | 4.1 | (-6.6, 14.8) | 0.41 |
| ED Visit in 90 Days | ||||||
| Yes vs. No | -3698.8 | (-10454.6, 3057.0) | 0.24 | 2.5 | (-6.5, 11.4) | 0.54 |