| Literature DB >> 33148010 |
Setareh A Williams1, Shanette G Daigle2, Richard Weiss1, Yamei Wang1, Tarun Arora2, Jeffrey R Curtis2.
Abstract
BACKGROUND: Osteoporosis-related fractures are an important public health burden.Entities:
Keywords: Medicare; cost; fracture; male; osteoporosis
Year: 2020 PMID: 33148010 PMCID: PMC8135238 DOI: 10.1177/1060028020970518
Source DB: PubMed Journal: Ann Pharmacother ISSN: 1060-0280 Impact factor: 3.154
Figure 1.Study design.
a The preindex date is ≥1 year prior to index date (as early as January 1, 2006, for some patients) and is not the same for all patients.
b Index date (date of fracture or comparable start of follow-up in the nonfracture cohort) could occur any time between January 1, 2010, and September 30, 2014, and is not the same for all patients.
c Postindex period (follow-up time after index fracture or comparable start of follow-up in the nonfracture cohort) spans from the day after the index date up to 12 months postindex and is not the same for all patients.
Figure 2.Health care resource utilization, percentage of patients: A. Health care costs by cohort (preindex and 12-month follow-up). B. All-cause and osteoporosis-related cost by fracture type.
Abbreviations: OP, Osteoporosis.
a Total medical costs include carrier, durable medical equipment, home health, hospice, inpatient, outpatient, and skilled nursing facility.
b The nonfracture cohort was selected by 1:1 propensity score matching for each index year during the identification period.
c Costs were classified as osteoporosis-related if there was a diagnosis of osteoporosis or fracture in any position on the medical claim.
Kaplan-Meier Analysis of Time to Second Fracture, Fracture Cohort.
| Second fracture | Cohort | Time (days) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 32 | 91 | 182 | 273 | 365 | 730 | 1095 | 1460 | 1825 | |||
| Time without second fracture | Total fracture cohort | Proportion | 1 | 0.9998 | 0.9864 | 0.9605 | 0.9339 | 0.9092 | 0.8272 | 0.7591 | 0.7022 | 0.6507 |
| At risk | 885,676 | 885,676 | 783,615 | 664,141 | 570,470 | 467,941 | 203,688 | 89,249 | 34,696 | 8145 | ||
All-Cause Health Care Cost (Dollars) by Second Fracture Status (12-Month Follow-up).[a]
| All-cause health care costs | ||||
|---|---|---|---|---|
| Second fracture, n = 32 243[ | Without second fracture, n = 487 333[ | |||
| n | Mean (SD) | n | Mean (SD) | |
| 12-Month follow-up | ||||
| Total medical costs | 32 243 | 74 279 (54 770) | 487 328 | 41 028 (42 858) |
| Carrier | 32 243 | 11 090 (8445) | 487 244 | 6981 (6623) |
| Durable medical equipment | 23 657 | 1163 (2663) | 307 310 | 1034 (2784) |
| Home health | 20 616 | 7939 (5809) | 214 033 | 6520 (5230) |
| Hospice | 2062 | 15 143 (14 935) | 18 501 | 21 881 (18 575) |
| Inpatient | 26 866 | 32 972 (30 824) | 303 983 | 23 166 (26 207) |
| Outpatient | 31 206 | 5940 (7824) | 449 882 | 4137 (6471) |
| Skilled nursing facility | 20 625 | 36 063 (24 594) | 196 348 | 28 376 (20 255) |
| Pharmacy costs | 32 088 | 3878 (4975) | 481 688 | 3539 (5229) |
| Total medical + pharmacy costs | 32 243 | 78 138 (55 335) | 487 333 | 44 525 (43 732) |
Costs are adjusted for inflation using the medical component of the consumer price index for 2015.
Second fracture group includes patients who had a second fracture within 9 months of follow-up.
Without second fracture group includes patients who did not have a second fracture within 12 months of follow-up.
Multivariable Analysis on All-Cause 12-Month Follow-up Cost After Hip Fracture.
| Estimate | Standard error | Lower 95% CI | Upper 95% CI | χ2 | ||
|---|---|---|---|---|---|---|
| Intercept | 30 223.00 | 1392.06 | 27 495.00 | 32 952.00 | 471.38 | <0.0001 |
| Age at time of index fracture (per year) | 293.80 | 16.10 | 262.24 | 325.36 | 332.88 | <0.0001 |
| Sex (male) | 4695.36 | 606.10 | 3507.43 | 5883.30 | 60.01 | <0.0001 |
| Nonwhite race (referent to White) | 9625.16 | 415.40 | 8810.99 | 10 439.00 | 536.88 | <0.0001 |
| Region: northeast | 8295.13 | 363.86 | 7581.98 | 9008.28 | 519.74 | <0.0001 |
| Region: south | 1257.04 | 305.93 | 657.44 | 1856.64 | 16.88 | <0.0001 |
| Region: west | 6411.16 | 394.71 | 5637.56 | 7184.77 | 263.83 | <0.0001 |
| Index year: 2011 | −1928.11 | 352.04 | −2618.10 | −1238.12 | 30.00 | <0.0001 |
| Index year: 2012 | −5933.08 | 365.69 | −6649.81 | −5216.35 | 263.24 | <0.0001 |
| Index year: 2013 | −8586.68 | 374.37 | −9320.43 | −7852.93 | 526.08 | <0.0001 |
| Index year: 2014 | −7426.29 | 422.85 | −8255.05 | −6597.53 | 308.45 | <0.0001 |
| Outpatient index fracture (referent to inpatient) | −26 163.00 | 633.65 | −27 405.00 | −24 921.00 | 1704.78 | <0.0001 |
| History of stroke | 3535.64 | 522.48 | 2511.59 | 4559.68 | 45.79 | <0.0001 |
| History of falls | 2415.63 | 381.15 | 1668.59 | 3162.68 | 40.17 | <0.0001 |
| Mobility impairments | 5779.49 | 360.44 | 5073.03 | 6485.94 | 257.10 | <0.0001 |
| Vision impairments | 1385.35 | 619.40 | 171.35 | 2599.34 | 5.00 | 0.0253 |
| Parkinson disease | 5973.55 | 714.10 | 4573.94 | 7373.17 | 69.98 | <0.0001 |
| Muscle atrophy/weakness/sarcopenia | 2062.85 | 704.09 | 682.86 | 3442.83 | 8.58 | 0.0034 |
| α-Blocker | 4987.31 | 426.00 | 4152.36 | 5822.26 | 137.06 | <0.0001 |
| Anticholinergic antihistamines | 3962.29 | 607.20 | 2772.20 | 5152.39 | 42.58 | <0.0001 |
| Antipsychotic | 4857.56 | 879.19 | 3134.38 | 6580.74 | 30.53 | <0.0001 |
| Barbiturate | 9611.97 | 3750.95 | 2260.24 | 16 964.00 | 6.57 | 0.0104 |
| Benzodiazepine | 801.21 | 445.56 | −72.08 | 1674.50 | 3.23 | 0.0721 |
| β-Blocker | 2112.68 | 268.20 | 1587.02 | 2638.34 | 62.05 | <0.0001 |
| Nonbenzodiazepine, benzodiazepine receptor agonist | 2936.74 | 446.37 | 2061.88 | 3811.61 | 43.29 | <0.0001 |
| Opioids | 2082.89 | 265.25 | 1563.00 | 2602.77 | 61.66 | <0.0001 |
| Proton pump inhibitor | 2860.17 | 273.01 | 2325.07 | 3395.27 | 109.75 | <0.0001 |
| Selective serotonin reuptake inhibitor | 2843.31 | 301.80 | 2251.80 | 3434.82 | 88.76 | <0.0001 |
| Tricyclic antidepressant | 2002.68 | 646.16 | 736.22 | 3269.13 | 9.61 | 0.0019 |
| Vasodilator | 6790.15 | 440.46 | 5926.88 | 7653.43 | 237.66 | <0.0001 |
| Inhaled corticosteroid | 1082.68 | 371.22 | 355.11 | 1810.25 | 8.51 | 0.0035 |
| Diabetes | 5994.30 | 347.93 | 5312.37 | 6676.24 | 296.81 | <0.0001 |
| Renal disease | 10 890.00 | 352.87 | 10 198.00 | 11 581.00 | 952.34 | <0.0001 |
| Liver disease | 7386.35 | 826.28 | 5766.87 | 9005.83 | 79.91 | <0.0001 |
| Rheumatoid arthritis | 3535.20 | 726.00 | 2112.27 | 4958.14 | 23.71 | <0.0001 |
| Arthritis | 1123.85 | 262.34 | 609.67 | 1638.03 | 18.35 | <0.0001 |
| Respiratory diseases | 2874.56 | 289.07 | 2307.99 | 3441.13 | 98.89 | <0.0001 |
| Alzheimer disease | −3134.77 | 463.41 | −4043.04 | −2226.51 | 45.76 | <0.0001 |
| Dementia | 574.76 | 342.42 | −96.38 | 1245.89 | 2.82 | 0.0932 |
| Lung disease | 5687.84 | 348.93 | 5003.95 | 6371.72 | 265.72 | <0.0001 |
| Depression | 2136.73 | 356.60 | 1437.80 | 2835.66 | 35.90 | <0.0001 |
| Cardiovascular disease | 2336.64 | 354.66 | 1641.52 | 3031.76 | 43.41 | <0.0001 |
| Hypothyroidism | 1096.22 | 291.73 | 524.44 | 1667.99 | 14.12 | 0.0002 |
| Obesity | 10 084.00 | 714.22 | 8684.20 | 11 484.00 | 199.34 | <0.0001 |
| Bariatric surgery | −31 708.00 | 10 138.00 | −51 578.00 | −11 838.00 | 9.78 | 0.0018 |
| Charlson score (1 to 2) | 1174.60 | 354.47 | 479.85 | 1869.34 | 10.98 | 0.0009 |
| Charlson score (≥3) | 7674.21 | 409.49 | 6871.62 | 8476.79 | 351.22 | <0.0001 |