| Literature DB >> 34963904 |
Takaaki Ikeda1,2, Tomoto Suzuki3, Michiaki Takagi3, Masayasu Murakami1.
Abstract
OBJECTIVES: : Vertebral compression fractures are common among older people. Currently, knowledge of the effects of early rehabilitation treatment on the recovery of activities of daily living (ADL) in older patients who receive conservative treatment for these fractures is limited. Using the instrumental variable (IV) method, we examined the effects on ADL at discharge of a delay in initiating rehabilitation treatment.Entities:
Keywords: Barthel index; IV regression; early mobilization; instrumental variable
Year: 2021 PMID: 34963904 PMCID: PMC8652343 DOI: 10.2490/prm.20210049
Source DB: PubMed Journal: Prog Rehabil Med ISSN: 2432-1354
Fig. 1.Flow diagram of the patient selection.
Characteristics of patients with vertebral compression fractures
| Characteristic | Total number of patients | |
| Age (years) | Total | % |
| 65–74 | 291 | 17.1 |
| 75–84 | 713 | 41.8 |
| 85–94 | 655 | 38.4 |
| ≥95 | 47 | 2.8 |
| Female participants | 1199 | 70.3 |
| Body mass index, kg/m2 | ||
| <18.5 | 222 | 13.0 |
| 18.5–24.9 | 935 | 54.8 |
| 25.0–29.9 | 207 | 12.1 |
| ≥30 | 35 | 2.1 |
| Missing data | 307 | 18.0 |
| Level of dementia | ||
| None | 1111 | 65.1 |
| Mild to moderate | 549 | 32.2 |
| Severe | 46 | 2.7 |
| Charlson comorbidity index score | ||
| 0–1 | 1544 | 90.5 |
| ≥2 | 162 | 9.5 |
| Site of fracture | ||
| Thoracic vertebra | 528 | 31.0 |
| Lumbar vertebra | 1012 | 59.3 |
| Thoracic and lumbar vertebra | 166 | 9.7 |
| Diagnosis of osteoporosis or prescribed medications related to osteoporosis | 748 | 43.9 |
| Admission by ambulance | 735 | 43.1 |
| Nursing facility resident | 67 | 3.9 |
| Barthel index at admission | ||
| <100 (dependent) | 815 | 47.8 |
| 100 (independent) | 158 | 9.3 |
| Missing data | 733 | 43.0 |
| Use of home health care services | ||
| Yes | 81 | 4.8 |
| No | 1507 | 88.3 |
| Missing data | 118 | 6.9 |
Because of rounding, percentages do not add up to exactly 100%.
Rehabilitation-related variables and Barthel index score at discharge
| Rehabilitation-related variable | Number of participants (n=1381*) | BI score at discharge, median |
| Interval from admission to rehabilitation (per extra day) | ||
| 1 | 68 | 70 (50–100) |
| 2 | 510 | 70 (45–100) |
| 3 | 242 | 70 (50–100) |
| 4 | 177 | 70 (45–100) |
| 5 | 119 | 80 (50–100) |
| 6 | 67 | 65 (35–100) |
| ≥7 | 198 | 80 (45–100) |
| Frequency of rehabilitation treatment during hospitalization (days/week) | ||
| ≤3.0 | 93 | 75 (40–95) |
| 3.1–4.0 | 226 | 70 (40–100) |
| 4.1–5.0 | 599 | 75 (45–100) |
| 5.1–6.0 | 337 | 70 (50–100) |
| 6.1–7.0 | 126 | 70 (50–95) |
| Intensity of rehabilitation treatment during hospitalization (min/day of rehabilitation treatment) | ||
| 20–39 | 1001 | 65 (40–95) |
| 40–59 | 246 | 85 (50–100) |
| ≥60 | 134 | 90 (65–100) |
BI, Barthel index.
*We excluded 325 participants who lacked information regarding the BI score at discharge.
Characteristics of the patients with vertebral compression fractures according to the instrumental variable
| Characteristics | Sunday–Thursday | Friday or Saturday [(pre) weekend] | P-value* |
| Age (years) | |||
| 65–74 | 233 (18.2) | 58 (13.7) | 0.08 |
| 75–84 | 542 (42.1) | 171 (40.5) | |
| 85–94 | 475 (37.0) | 180 (42.7) | |
| ≥95 | 34 (2.7) | 13 (3.1) | |
| Female participants | 900 (70.1) | 299 (70.9) | 0.77 |
| Body mass index, kg/m2 | |||
| <18.5 | 167 (13.0) | 55 (13.0) | 0.43 |
| 18.5–24.9 | 712 (55.5) | 223 (52.8) | |
| 25.0–29.9 | 161 (12.5) | 46 (10.9) | |
| ≥30 | 25 (2.0) | 10 (2.4) | |
| Missing data | 219 (17.1) | 88 (20.9) | |
| Level of dementia | |||
| None | 837 (65.2) | 274 (64.9) | 0.87 |
| Mild to moderate | 411 (32.0) | 138 (32.7) | |
| Severe | 36 (2.8) | 10 (2.4) | |
| Charlson comorbidity index score | |||
| 0–1 | 1160 (90.3) | 384 (91.0) | 0.69 |
| ≥2 | 124 (9.7) | 38 (9.0) | |
| Site of fracture | |||
| Thoracic vertebra | 394 (30.7) | 134 (31.8) | 0.92 |
| Lumbar vertebra | 765 (60.0) | 247 (58.5) | |
| Thoracic and lumbar vertebra | 125 (9.7) | 41 (9.7) | |
| Diagnosis of osteoporosis or prescribed medications
related to | 564 (43.9) | 184 (43.6) | 0.91 |
| Admission by ambulance | 539 (42.0) | 196 (46.5) | 0.11 |
| Nursing facility resident | 49 (3.8) | 18 (4.3) | 0.68 |
| Barthel index at admission | |||
| <100 (dependent) | 617 (48.1) | 198 (46.9) | 0.58 |
| 100 (independent) | 123 (9.6) | 35 (8.3) | |
| Missing data | 544 (42.4) | 189 (44.8) | |
| Barthel index at discharge | |||
| <100 (dependent) | 737 (57.4) | 259 (61.4) | 0.09 |
| 100 (independent) | 306 (23.8) | 79 (18.7) | |
| Missing data | 241 (18.8) | 84 (19.9) | |
| Interval from admission to rehabilitation (days) | |||
| ≤1 | 67 (5.2) | 21 (5.0) | <0.01 |
| 2 | 566 (44.1) | 50 (11.9) | |
| 3 | 242 (18.9) | 54 (12.8) | |
| 4 | 93 (7.2) | 124 (29.4) | |
| 5 | 81 (6.3) | 70 (16.6) | |
| 6 | 52 (4.1) | 32 (7.6) | |
| ≥7 | 183 (14.3) | 71 (16.8) | |
| Frequency of rehabilitation treatment during hospitalization (days/week) | |||
| ≤3 | 96 (7.5) | 25 (5.9) | <0.01 |
| 3.1–4.0 | 224 (17.5) | 65 (15.4) | |
| 4.1–5.0 | 578 (45.0) | 161 (38.2) | |
| 5.1–6.0 | 275 (21.4) | 128 (30.3) | |
| 6.1–7.0 | 111 (8.6) | 43 (10.2) | |
| Intensity of rehabilitation treatment during hospitalization (min/day of rehabilitation treatment) | |||
| 20–39 | 940 (73.2) | 313 (74.2) | 0.88 |
| 40–59 | 227 (17.7) | 70 (16.6) | |
| ≥60 | 117 (9.1) | 39 (9.2) | |
| Use of home health care services | |||
| Yes | 60 (4.7) | 21 (5.0) | 0.79 |
| No | 1138 (88.6) | 369 (87.4) | |
| Missing data | 86 (6.7) | 32 (7.6) | |
Values are presented as number and percentages. Because of rounding, percentages do not add up to exactly 100%.
*Chi-squared test was performed.
Imputed data of rehabilitation-related variables with Barthel index score at discharge
| Variables | β | 95% CI | P–value | |
| Interval from admission to rehabilitation (per extra day) | −2.71 | −5.06 | −0.35 | 0.02 |
| Frequency of rehabilitation treatment during hospitalization (days/week) | ||||
| ≤3 | Ref. | |||
| 3.1–4.0 | 0.79 | −4.30 | 5.87 | 0.76 |
| 4.1–5.0 | −1.24 | −6.72 | 4.23 | 0.66 |
| 5.1–6.0 | −0.64 | −9.41 | 8.13 | 0.89 |
| 6.1–7.0 | −0.83 | −13.03 | 11.37 | 0.89 |
| Intensity of rehabilitation treatment during hospitalization (min/day of rehabilitation treatment) | ||||
| 20–39 | Ref. | |||
| 40–59 | 7.28 | 1.83 | 12.72 | 0.01 |
| ≥60 | 10.24 | 3.53 | 16.94 | <0.01 |
CI confidence interval.
The model was adjusted for age, sex, site of fracture, Barthel index score at admission, Charlson comorbidity index score, residence before admission, BMI at admission, use of home health care services before admission, level of dementia, length of hospital stay, and admission by ambulance.
Clustering of standard errors within hospitals was considered.
F-statistic=20.1.
Subgroup analysis (only patients with osteoporosis were included)
| Type of subgroup analysis | β | 95% CI | P-value | ||
| Analysis of patients aged ≥65 years and length of hospital stay ≤30 days (n=748) | −4.89 | −9.69 | −0.10 | 0.045 | 18.1 |
| Analysis of patients aged ≥65 years and length of hospital stay ≤60 days (n=1271) | −3.04 | −5.77 | −0.31 | 0.03 | 15.9 |
| Analysis of patients aged ≥65 years and length of hospital stay ≤90 days (n=1450) | −3.13 | −6.17 | −0.10 | 0.04 | 17.6 |
Patients with osteoporosis were included in the analyses (multiply imputed data).
The models were adjusted for age, sex, site of fracture, Barthel index score at admission, Charlson comorbidity index score, residence before admission, BMI at admission, use of home health care services before admission, level of dementia, length of hospital stay, admission by ambulance, and frequency/intensity of in-hospital rehabilitation treatment.
Clustering of standard errors within hospitals was considered.
Sensitivity analysis of patients hospitalized for ≤60 days
| Type of sensitivity analysis | β | 95% CI | P-value | ||
| Multiple imputation analysis (n=2635) | −2.02 | −3.84 | −0.20 | 0.03 | 28.0 |
| Best-case imputation* (n=2176) | −2.32 | −4.41 | −0.22 | 0.03 | 31.0 |
| Best-case imputation** (n=2635) | −1.83 | −3.93 | 0.28 | 0.09 | 42.9 |
| Worst-case imputation† (n=2176) | −2.22 | −4.29 | −0.16 | 0.03 | 28.5 |
| Worst-case imputation‡(n=2635) | −2.07 | −4.82 | 0.69 | 0.14 | 43.1 |
| Complete case analysis (n=1169) | −2.12 | −5.99 | 1.76 | 0.29 | 16.7 |
The models were adjusted for age, sex, site of fracture, Barthel index score at admission, Charlson comorbidity index score, residence before admission, BMI at admission, use of home health care services before admission, level of dementia, length of hospital stay, admission by ambulance, and frequency/intensity of in-hospital rehabilitation treatment.
Clustering of standard errors within hospitals was considered.
* Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 100 (good score), 18.5–24.9, and no, respectively.
** Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 100 (good score), 18.5–24.9, and no, respectively. Furthermore, missing values for the Barthel index score at discharge were set to 100 (good score).
† Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 0 (poor score), <18.5, and yes, respectively.
‡ Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 0 (poor score), <18.5, and yes, respectively. Furthermore, missing values for the Barthel index at discharge were set to 0 (poor score).
Sensitivity analysis (the improvement in Barthel index was used as the outcome, multiple imputation analysis)
| β | 95% CI | P-value | |||
| Analysis of patients aged ≥65 years and length of hospital stay ≤30 days (n=1706) | −2.72 | −5.08 | −0.36 | 0.02 | 19.0 |
| Analysis of patients aged ≥65 years and length of hospital stay ≤60 days (n=2635) | −2.02 | −3.85 | −0.18 | 0.03 | 25.3 |
| Analysis of patients aged ≥65 years and length of hospital stay ≤90 days (n=2923) | −1.93 | −3.90 | 0.04 | 0.054 | 22.1 |
The models were adjusted for age, sex, site of fracture, Barthel index score at admission, Charlson comorbidity index score, residence before admission, BMI at admission, use of home health care services before admission, level of dementia, length of hospital stay, admission by ambulance, and frequency/intensity of in-hospital rehabilitation treatment.
Clustering of standard errors within hospitals was considered.
Subgroup analysis (patients aged ≥75 years)
| Type of subgroup analysis | β | 95% CI | P-value | ||
| Analysis of patients aged ≥75 years and length of hospital stay ≤30 days (n=1415) | −2.68 | −5.51 | 0.15 | 0.06 | 16.1 |
| Analysis of patients aged ≥75 years and length of hospital stay ≤60 days (n=2233) | −2.07 | −4.21 | 0.07 | 0.06 | 34.8 |
| Analysis of patients aged ≥75 years and length of hospital stay ≤90 days (n=2489) | −1.86 | −4.10 | 0.39 | 0.11 | 32.5 |
Only patients aged ≥75 years were included in the analyses (multiply imputed data).
The models were adjusted for age, sex, site of fracture, Barthel index score at admission, Charlson comorbidity index score, residence before admission, BMI at admission, use of home health care services before admission, level of dementia, length of hospital stay, admission by ambulance, and frequency/intensity of in-hospital rehabilitation treatment.
Clustering of standard errors within hospitals was considered.
Admission by ambulance and the Barthel index at discharge with the Barthel index at admission
| Barthel index at admission | |||||||
| <100 | 100 (independent) | Missing data | |||||
| n | % | n | % | n | % | ||
| Admission by ambulance | No | 1068 | 55.1 | 180 | 9.3 | 690 | 35.6 |
| Yes | 614 | 43.6 | 100 | 7.1 | 693 | 49.3 | |
| Barthel index at discharge | <100 (dependent) | 1150 | 58.2 | 80 | 4.1 | 747 | 37.8 |
| 100 (independent) | 379 | 46.1 | 168 | 20.4 | 275 | 33.5 | |
| Missing data | 153 | 28.0 | 32 | 5.9 | 361 | 66.1 | |
The number of patients represented in this table is 3345 because patients aged ≤64 years and those who remained in hospital for >30 days were included.
Spearman's correlation coefficients between variables
| BI at discharge | BI at admission | LOH | Ambulance use | Sex | Age | Residence | Hospital | Home health care | Osteoporosis | Dementia | BMI | |
| BI at discharge | 1.00 | |||||||||||
| BI at admission | 0.38* | 1.00 | ||||||||||
| LOH | −0.03 | −0.10* | 1.00 | |||||||||
| Ambulance use | −0.12* | −0.27* | −0.04 | 1.00 | ||||||||
| Sex | −0.09 | −0.04 | 0.06* | −0.09* | 1.00 | |||||||
| Age | −0.42* | −0.14* | 0.15* | 0.00 | 0.17* | 1.00 | ||||||
| Residence | −0.15* | −0.07* | 0.03 | −0.03 | 0.07* | 0.12* | 1.00 | |||||
| Hospital | 0.12* | 0.24* | 0.08* | −0.02 | 0.02 | −0.04 | −0.07* | 1.00 | ||||
| Home health care | −0.13* | −0.09* | 0.01 | −0.01 | −0.02 | 0.08* | 0.07* | −0.01 | 1.00 | |||
| Osteoporosis | −0.03 | −0.05 | 0.14* | −0.08* | 0.24* | 0.09* | −0.02 | 0.08* | −0.01 | 1.00 | ||
| Dementia | −0.31* | −0.13* | 0.21* | 0.00 | 0.10* | 0.41* | 0.14* | 0.12* | 0.11* | 0.11* | 1.00 | |
| BMI | 0.11* | 0.05* | −0.06* | −0.01 | −0.06* | −0.18* | 0.00 | −0.03 | −0.04 | −0.07* | −0.16* | 1.00 |
The number of patients represented in this table is 3345 because patients aged ≤64 years and those who remained in hospital for >30 days were included.
LOH, length of hospital stay.
*P <0.05.
Sensitivity analysis of patients hospitalized for ≤30 days
| Type of sensitivity analysis | β | 95% CI | P-value | ||
| Best-case imputation* (n=1381) | −3.07 | −5.83 | −0.30 | 0.03 | 21.2 |
| Best-case imputation** (n=1706) | −2.61 | −5.07 | −0.16 | 0.04 | 31.0 |
| Worst-case imputation† (n=1381) | −2.92 | −5.72 | −0.14 | 0.04 | 19.8 |
| Worst-case imputation‡(n=1706) | −3.04 | −6.36 | 0.29 | 0.07 | 31.2 |
| Complete case analysis (n=703) | −4.80 | −10.23 | 0.63 | 0.08 | 14.0 |
The models were adjusted for age, sex, site of fracture, Barthel index score at admission, Charlson comorbidity index score, residence before admission, BMI at admission, use of home health care services before admission, level of dementia, length of hospital stay, admission by ambulance, and frequency/intensity of in-hospital rehabilitation treatment.
Clustering of standard errors within hospitals was considered.
* Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 100 (good score), 18.5–24.9, and no, respectively.
** Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 100 (good score), 18.5–24.9, and no, respectively. Furthermore, missing values for the Barthel index score at discharge were set to 100 (good score).
† Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 0 (poor score), <18.5, and yes, respectively.
‡ Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 0 (poor score), <18.5, and yes, respectively. Furthermore, missing values for the Barthel index at discharge were set to 0 (poor score).
Sensitivity analysis of patients hospitalized for ≤90 days
| Type of sensitivity analysis | β | 95% CI | P-value | ||
| Multiple imputation analysis (n=2923) | −1.93 | −3.90 | −0.02 | 0.048 | 23.3 |
| Best-case imputation* (n=2420) | −2.27 | −4.35 | −0.19 | 0.03 | 28.3 |
| Best-case imputation** (n=2923) | −1.59 | −3.49 | 0.30 | 0.10 | 36.5 |
| Worst-case imputation† (n=2420) | −2.15 | −4.26 | −0.05 | 0.045 | 25.8 |
| Worst-case imputation‡(n=2923) | −2.15 | −5.00 | 0.70 | 0.14 | 35.6 |
| Complete case analysis (n=1333) | −2.61 | −6.33 | 1.12 | 0.17 | 17.8 |
The models were adjusted for age, sex, site of fracture, Barthel index score at admission, Charlson comorbidity index score, residence before admission, BMI at admission, use of home health care services before admission, level of dementia, length of hospital stay, admission by ambulance, and frequency/intensity of in-hospital rehabilitation treatment.
Clustering of standard errors within hospitals was considered.
* Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 100 (good score), 18.5–24.9, and no, respectively.
** Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 100 (good score), 18.5–24.9, and no, respectively. Furthermore, missing values for the Barthel index score at discharge were set to 100 (good score).
† Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 0 (poor score), <18.5, and yes, respectively.
‡ Missing values for the Barthel index at admission, BMI at admission, and use of home health care services before admission were set to 0 (poor score), <18.5, and yes, respectively. Furthermore, missing values for the Barthel index at discharge were set to 0 (poor score).