| Literature DB >> 23836997 |
Nin Wu1, Shih-Yin Chen, Yuan-Chi Lee, Yang Zhao.
Abstract
This study analyzed administrative claims by a US population with commercial or Medicare supplemental insurance to compare demographics, comorbid medical conditions, and health care utilization and costs among patients undergoing total hip arthroplasty (THA) with and without muscle atrophy/weakness (MAW). Patients were classified into three cohorts: having MAW during the 12 months previous to THA (pre-MAW); having MAW during or over the 12 months after THA (post-MAW); or no MAW claim (no-MAW). In total, 19,607 Medicare and 23,127 commercially insured patients were examined. Controlling for cross-cohort differences, both pre-MAW and post-MAW commercial cohorts had significantly higher total costs ($6,697 and $8,594, in USD respectively) and higher risk of all-cause hospitalization (odds ratios, 1.66 and 1.57, respectively) than the no-MAW cohort (all P < 0.05) during the 1-year follow-up. Similar trends were observed in the Medicare population.Entities:
Keywords: health care costs; health care utilization; muscle atrophy; total hip arthroplasty; weakness
Year: 2013 PMID: 23836997 PMCID: PMC3699054 DOI: 10.2147/CEOR.S46332
Source DB: PubMed Journal: Clinicoecon Outcomes Res ISSN: 1178-6981
Patient characteristics
| Commercially insured patients (N = 23,127)
| Medicare beneficiaries (N = 19,607)
| |||||
|---|---|---|---|---|---|---|
| Pre-MAW | Post-MAW | No-MAW | Pre-MAW | Post-MAW | No-MAW | |
| N (% of population) | 323 (1.4) | 1,176 (5.1) | 21,628 (93.5) | 332 (1.7) | 909 (4.6) | 18,366 (93.7) |
| Demographics | ||||||
| Age in years: mean (SD) | 58.2 (3.9) | 57.9 (4.0) | 57.7 (4.0) | 78.2 (6.6) | 77.6 (6.4) | 75.9 (6.1) |
| Female (%) | 59.4 | 55.5 | 50.3 | 67.5 | 65.7 | 60.5 |
| US region of residence (%) | ||||||
| Northeast | 3.1 | 7.2 | 10.9 | 8.1 | 8.4 | 10.7 |
| Midwest | 31.9 | 29.2 | 31.2 | 41.9 | 41.4 | 39.6 |
| South | 50.5 | 48.7 | 40.3 | 31.6 | 29.5 | 27.2 |
| West | 14.6 | 14.5 | 17.1 | 17.5 | 20.1 | 21.7 |
| Unknown | 0.0 | 0.4 | 0.6 | 0.9 | 0.7 | 0.8 |
| Health plan type (%) | ||||||
| Preferred provider organization | 64.7 | 65.7 | 60.0 | 25.0 | 30.4 | 26.6 |
| Comprehensive | 11.2 | 10.2 | 10.5 | 67.8 | 59.9 | 61.2 |
| Health maintenance organization | 9.6 | 11.3 | 14.9 | 0.6 | 1.3 | 1.5 |
| Other | 12.7 | 11.3 | 13.1 | 4.5 | 6.4 | 9.3 |
| Missing | 1.9 | 1.5 | 1.5 | 2.1 | 2.1 | 1.4 |
| Pre-index period comorbidities | ||||||
| Charlson score: mean (SD) | 5.5 (4.6) | 4.3 (3.9) | 3.9 (3.7) | 7.0 (4.4) | 5.8 (4.0) | 5.1 (3.8) |
| Osteoarthritis (%) | 89.8 | 92.8 | 93.2 | 85.8 | 89.4 | 89.8 |
| Osteoporosis (%) | 32.2 | 21.9 | 19.6 | 29.8 | 24.3 | 19.4 |
| Rheumatoid arthritis (%) | 7.7 | 4.6 | 4.0 | 3.3 | 4.4 | 3.2 |
| Index hospitalization | ||||||
| Length of stay: mean (SD) | 3.9 (3.3) | 3.8 (3.5) | 3.5 (2.0) | 4.5 (4.6) | 4.2 (3.4) | 3.8 (2.9) |
| Inpatient stay cost: mean (SD) | $29,915 ($15,834) | $31,703 | $29,840 ($18,257) | $22,114 ($21,041) | $22,382 | $20,848 ($19,303) |
| Discharge status (%) | ||||||
| Home | 72.1 | 75.7 | 81.5 | 42.8 | 41.1 | 60.3 |
| Skilled nursing facility | 9.0 | 10.5 | 6.1 | 24.1 | 26.7 | 17.9 |
| Inpatient rehabilitation facility | 4.3 | 4.6 | 2.4 | 6.9 | 7.5 | 5.7 |
| Short-term hospital | 3.1 | 2.1 | 1.4 | 18.1 | 16.4 | 10.0 |
| Other facility | 1.2 | 2.1 | 1.3 | 2.4 | 2.3 | 1.2 |
| Other living accommodation | 10.2 | 4.9 | 7.3 | 5.7 | 5.9 | 4.9 |
Note:
P < 0.05 compared to the no-MAW cohort; all costs are in USD.
Abbreviations: N, number; MAW, muscle atrophy/weakness; SD, standard deviation.
Health care resource utilization over the 12-month pre- and post-index periods
| Commercially insured patients (N = 23,127)
| Medicare beneficiaries (N = 19,607)
| |||||
|---|---|---|---|---|---|---|
| Pre-MAW | Post-MAW | No MAW | Pre-MAW | Post-MAW | No MAW | |
| Pre-index period | ||||||
| Hospital stay (%) | 33.4 | 12.7 | 10.5 | 45.5 | 21.6 | 17.9 |
| Total hospital days (N): mean (SD) | 3.5 (9.2) | 0.8 (3.5) | 0.6 (2.8) | 3.2 (6.1) | 1.3 (5.8) | 0.8 (3.0) |
| Physician office visits (%) | 99.7 | 99.6 | 99.6 | 99.7 | 99.3 | 98.8 |
| Physician office visits (N): mean (SD) | 28.7 (19.8) | 18.3 (15.3) | 16.8 (14.1) | 28.7 (18.4) | 22.4 (16.8) | 17.8 (13.1) |
| Outpatient hospital visits (%) | 94.1 | 89.6 | 87.3 | 96.1 | 92.0 | 87.9 |
| Outpatient hospital visits (N): mean (SD) | 10.1 (14.6) | 4.9 (6.9) | 4.4 (5.8) | 9.0 (10.7) | 6.7 (9.2) | 4.9 (6.7) |
| Emergency department visits (%) | 30.3 | 19.7 | 18.3 | 36.5 | 28.3 | 19.9 |
| Emergency department visits (N): mean (SD) | 0.5 (1.1) | 0.4 (1.2) | 0.3 (1.0) | 0.9 (2.1) | 0.5 (1.2) | 0.3 (1.0) |
| Post-index period | ||||||
| Hospital stay (%) | 34.4 | 29.1 | 19.7 | 29.5 | 34.7 | 20.7 |
| Total hospital days (N): mean (SD) | 3.4 (13.2) | 2.5 (8.8) | 1.1 (4.2) | 2.5 (10.4) | 3.3 (11.5) | 1.2 (4.9) |
| Physician office visits (%) | 99.4 | 99.5 | 99.3 | 99.1 | 99.3 | 98.7 |
| Office visits (N): mean (SD) | 25.1 | 23.2 | 18.4 (15.7) | 27.5 | 27.1 | 20.0 (15.6) |
| Outpatient hospital visits (%) | 84.2 | 82.7 | 76.3 | 87.1 | 87.4 | 78.7 |
| Outpatient hospital visits (N): mean (SD) | 8.4 (12.1) | 7.5 (10.9) | 5.4 (8.0) | 7.8 (16.8) | 8.6 (12.4) | 5.1 (8.1) |
| Emergency department visits (%) | 22.3 | 24.7 | 19.3 | 32.8 | 39.9 | 23.6 |
| Emergency department visits (N); mean (SD) | 0.4 (1.2) | 0.5 (1.3) | 0.3 (0.9) | 0.9 (3.2) | 0.9 (1.8) | 0.4 (1.0) |
| Skilled nursing facility stay (%) | 16.1 | 18.0 | 9.6 | 47.3 | 53.3 | 30.4 |
| Inpatient rehabilitation stay (%) | 6.5 | 6.0 | 3.0 | 2.1 | 2.9 | 1.0 |
| Home health visit (%) | 5.3 | 4.9 | 3.3 | 2.4 | 2.0 | 1.0 |
| Physical therapy (%) | 70.6 | 80.3 | 67.0 | 42.2 | 53.7 | 36.9 |
| Occupational therapy (%) | 23.2 | 22.2 | 16.9 | 16.0 | 21.5 | 10.8 |
Note:
P < 0.05 compared to the no-MAW cohort.
Abbreviations: N, number; MAW, muscle atrophy/weakness; SD, standard deviation.
Unadjusted health care costs over the 12-month pre- and post-index periods
| Commercially insured patients (N = 23,127)
| Medicare beneficiaries (N = 19,607)
| |||||
|---|---|---|---|---|---|---|
| Pre-MAW | Post-MAW | No-MAW | Pre-MAW | Post-MAW | No-MAW | |
| Pre-index period: mean (SD) | ||||||
| Cost of inpatient stays | $13,964 | $3,406 | $2,949 (13,610) | $10,719 | $3,897 | $3,179 (13,303) |
| Cost of outpatient visits | $17,523 | $9,433 | $7,770 (12,298) | $16,852 | $9,704 | $7,303 (11,766) |
| Pharmacy costs | $3,535 (6,095) | $2,172 | $2,234 (4,074) | $4,064 | $3,894 | $3,297 (3,779) |
| Total cost | $35,022 | $15,011 | $12,952 (21,533) | $31,636 | $17,494* (24,649) | $13,780 (20,639) |
| Post-index period: mean (SD) | ||||||
| Cost of inpatient stays | $16,726 | $13,178 | $6,635 (21,033) | $8,233 | $9,096 | $4,700 (16,981) |
| Cost of outpatient visits | $13,230 | $12,466 | $8,067 (12,506) | $17,075 | $18,698 | $9,182 (21,916) |
| Pharmacy costs | $3,890 (7,178) | $2,261 | $2,347 (4,566) | $4,170 | $3,834 | $3,180 (3,921) |
| Total cost | $33,847 | $27,904 | $17,049 (28,327) | $29,477 | $31,628 | $17,061 (30,198) |
Note:
P<0.05 compared to the no-MAW cohort; all costs are in USD.
Abbreviations: N, number; MAW, muscle atrophy/weakness; SD, standard deviation.
Figure 1Marginal difference in health care costs over the 12-month post-index period.
Notes: (A) Commercially insured patients. (B) Medicare beneficiaries. *P < 0.05 compared to the no-MAW cohort. Marginal differences for the total and outpatient costs were calculated by generalized linear regression models, adjusting for age, gender, US region of residence, health plan type, related comorbidities, discharge status of index hospitalization, and pre-index resource use. Inpatient and pharmacy costs were calculated by two-part models adjusting for age, gender, US region of residence, health plan type, related comorbidities, discharge status of index hospitalization, and pre-index resource use. All costs are in USD.
Abbreviation: MAW, muscle atrophy/weakness.
Factors associated with hospitalization over the 12-month post-index period*
| Commercially insured patients
| Medicare beneficiaries
| |||||||
|---|---|---|---|---|---|---|---|---|
| All-cause hospital admissions
| Replacement-related hospital admissions
| All-cause hospital admissions
| Replacement-related hospital admissions
| |||||
| OR | 95% CI | OR | 95% CI | OR | 95% CI | OR | 95% CI | |
| MAW | ||||||||
| Pre-MAW | 1.66 | (1.31–2.11) | 1.76 | (1.32–2.36) | 1.28 | (1.00–1.63) | 1.38 | (0.91–2.09) |
| Post-MAW | 1.57 | (1.38–1.80) | 1.48 | (1.25–1.75) | 1.90 | (1.64–2.19) | 1.22 | (0.93–1.60) |
| Charlson score | ||||||||
| 1 | 1.17 | (1.03–1.32) | 1.01 | (0.86–1.18) | 1.06 | (0.91–1.22) | 0.99 | (0.77–1.27) |
| 2 or 3 | 1.47 | (1.29–1.69) | 1.24 | (1.04–1.47) | 1.25 | (1.08–1.44) | 0.98 | (0.76–1.27) |
| 4+ | 1.25 | (1.15–1.35) | 1.04 | (0.95–1.15) | 1.27 | (1.15–1.39) | 1.18 | (1.00–1.39) |
| Selected comorbidities | ||||||||
| Osteoarthritis | 0.95 | (0.84–1.08) | 1.04 | (0.88–1.24) | 0.98 | (0.87–1.10) | 1.68 | (1.31–2.17) |
| Rheumatoid arthritis | 1.37 | (1.18–1.59) | 1.22 | (1.00–1.49) | 1.71 | (1.44–2.03) | 1.32 | (0.98–1.77) |
| Osteoporosis | 1.13 | (1.05–1.23) | 1.10 | (0.99–1.22) | 1.13 | (1.03–1.23) | 1.18 | (1.02–1.37) |
| Discharge status | ||||||||
| Skilled nursing facility | 1.34 | (1.18–1.52) | 1.21 | (1.03–1.43) | 1.11 | (1.01–1.21) | 1.08 | (0.92–1.26) |
| Other facility | 1.39 | (1.07–1.81) | 0.87 | (0.58–1.31) | 0.86 | (0.63–1.19) | 1.03 | (0.59–1.78) |
| Other living accommodation | 1.02 | (0.89–1.16) | 0.89 | (0.75–1.06) | 1.18 | (1.01–1.38) | 1.07 | (0.80–1.42) |
| Inpatient rehabilitation facility | 2.04 | (1.71–2.44) | 0.76 | (0.56–1.02) | 1.13 | (0.98–1.31) | 0.92 | (0.70–1.22) |
| Pre-index utilization | ||||||||
| Hospitalization | 1.80 | (1.64–1.98) | 1.40 | (1.23–1.59) | 1.59 | (1.46–1.73) | 1.04 | (0.88–1.22) |
| Outpatient hospital service | 1.18 | (1.06–1.32) | 1.10 | (0.95–1.26) | 1.05 | (0.93–1.19) | 1.24 | (1.00–1.54) |
| Emergency department visit | 1.24 | (1.14–1.34) | 1.02 | (0.91–1.14) | 1.29 | (1.18–1.40) | 1.04 | (0.89–1.21) |
Notes:
Reference category: no-MAW;
reference category, Charlson score = 0;
reference category, discharged home.
Results from the logistic regressions were also adjusted for age, gender, US region of residence, and health plan type.
Abbreviations: OR, odds ratio; CI, confidence interval; MAW, muscle atrophy/weakness.
| Condition/ICD-9 code | Description |
|---|---|
| 335.1x | Anterior horn cell disease; spinal muscular atrophy |
| 335.21 | Anterior horn cell disease; motor neuron disease; progressive muscular atrophy |
| 359.xx | Muscular dystrophies and other myopathies |
| 728.2x | Disorders of muscle, ligament, and fascia; muscular wasting and disuse atrophy, not elsewhere classified |
| 728.87 | Disorders of muscle ligament and fascia; other disorders of muscle, ligament, and fascia; muscle weakness (generalized) |
Abbreviation: ICD-9, International Classification of Diseases, ninth revision.