| Literature DB >> 30613140 |
Eric T Wittbrodt1, Lauren A Millette1, Kristin A Evans2, Machaon Bonafede2, Joseph Tkacz2, Gary T Ferguson3.
Abstract
PURPOSE: The aim of this study was to examine real-world differences in health care resource use (HRU) and costs among COPD patients in the USA treated with a dry powder inhaler (DPI) or pressurized metered-dose inhaler (pMDI) following a COPD-related hospitalization.Entities:
Keywords: COPD; costs; inhaled corticosteroid; inhaler; long-acting β2-agonist; utilization
Mesh:
Substances:
Year: 2018 PMID: 30613140 PMCID: PMC6307496 DOI: 10.2147/COPD.S177213
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Figure 1Patient selection.
Abbreviations: AECOPD, acute exacerbation of COPD; DPI, dry powder inhaler; ICS, inhaled corticosteroid; LABA, long-acting β2-agonist; pMDI, pressurized metered-dose inhaler.
Demographic and clinical characteristics
| DPI (N=1,960) | pMDI (N=1,086) | ||||
|---|---|---|---|---|---|
| n/mean | %/SD | n/mean | %/SD | ||
| Demographics | |||||
| Age (years), mean, SD | 67.7 | 12.1 | 67.5 | 11.9 | 0.60 |
| Age (years) (n, %) | |||||
| 40–44 | 27 | 1.4% | 14 | 1.3% | 0.74 |
| 45–49 | 84 | 4.3% | 40 | 3.7% | |
| 50–54 | 145 | 7.4% | 94 | 8.7% | |
| 55–59 | 280 | 14.3% | 161 | 14.8% | |
| 60–64 | 379 | 19.3% | 197 | 18.1% | |
| 65+ | 1,045 | 53.3% | 580 | 53.4% | |
| Male (n, %) | 903 | 46.1% | 509 | 46.9% | 0.67 |
| Geographic region (n, %) | |||||
| Northeast | 381 | 19.4% | 160 | 14.7% | <0.0001 |
| North Central | 696 | 35.5% | 443 | 40.8% | |
| South | 638 | 32.6% | 408 | 37.6% | |
| West | 226 | 11.5% | 65 | 6.0% | |
| Unknown | 19 | 1.0% | 10 | 0.9% | |
| Insurance plan type (n, %) | |||||
| Comprehensive/indemnity | 636 | 32.4% | 371 | 34.2% | <0.01 |
| EPO/PPO | 874 | 44.6% | 457 | 42.1% | |
| POS/POS with capitation | 120 | 6.1% | 47 | 4.3% | |
| HMO | 194 | 9.9% | 129 | 11.9% | |
| CDHP/HDHP | 62 | 3.2% | 54 | 5.0% | |
| Unknown | 74 | 3.8% | 28 | 2.6% | |
| Payer (n, %) | |||||
| Commercial | 884 | 45.1% | 487 | 44.8% | 0.89 |
| Medicare supplemental | 1,076 | 54.9% | 599 | 55.2% | |
| Rural residence indicator (n, %) | |||||
| Urban | 1,551 | 79.1% | 849 | 78.2% | 0.80 |
| Rural | 390 | 19.9% | 227 | 20.9% | |
| Unknown | 19 | 1.0% | 10 | 0.9% | |
| Clinical characteristics | |||||
| Deyo–Charlson comorbidity index, mean, SD | 2.4 | 1.8 | 2.4 | 1.8 | 0.62 |
| Comorbid conditions (n, %) | |||||
| Acute bronchitis and bronchiolitis | 654 | 33.4% | 370 | 34.1% | 0.69 |
| Anxiety | 234 | 11.9% | 139 | 12.8% | 0.49 |
| Cardiovascular disease | 509 | 26.0% | 286 | 26.3% | 0.83 |
| Acute myocardial infarction | 78 | 4.0% | 25 | 2.3% | 0.01 |
| Congestive heart failure | 462 | 23.6% | 250 | 23.0% | 0.73 |
| Ischemic stroke | 33 | 1.7% | 30 | 2.8% | 0.045 |
| Depression | 301 | 15.4% | 151 | 13.9% | 0.28 |
| Diabetes (type I or II) | 524 | 26.7% | 310 | 28.5% | 0.28 |
| Gastroesophageal reflux disease | 233 | 11.9% | 147 | 13.5% | 0.19 |
| Hypertension | 1,282 | 65.4% | 734 | 67.6% | 0.22 |
| Osteoarthritis | 304 | 15.5% | 159 | 14.6% | 0.52 |
| Osteoporosis | 92 | 4.7% | 41 | 3.8% | 0.23 |
| Pneumonia | 681 | 34.7% | 378 | 34.8% | 0.97 |
| Antihypertensive medication (n, %) | 1,332 | 68.0% | 768 | 70.7% | 0.12 |
| Diabetes medication (n, %) | 411 | 21.0% | 240 | 22.1% | 0.47 |
| Lipid-lowering medication (n, %) | 916 | 46.7% | 534 | 49.2% | 0.20 |
| Respiratory treatments (n, %) | |||||
| Oxygen therapy | 384 | 19.6% | 191 | 17.6% | 0.18 |
| Nebulizer use | 208 | 10.6% | 127 | 11.7% | 0.36 |
| Maintenance medications | |||||
| ICS | 92 | 4.7% | 58 | 5.3% | 0.43 |
| LABA | 21 | 1.1% | 15 | 1.4% | 0.45 |
| Long-acting muscarinic antagonist | 118 | 6.0% | 66 | 6.1% | 0.95 |
| Methylxanthines | 20 | 1.0% | 18 | 1.7% | 0.13 |
| Phosphodiesterase-4 inhibitors | 2 | 0.1% | 2 | 0.2% | 0.55 |
| SABA | 714 | 36.4% | 436 | 40.1% | 0.04 |
| Short-acting muscarinic antagonist | 73 | 3.7% | 50 | 4.6% | 0.24 |
| Systemic corticosteroids | 842 | 43.0% | 505 | 46.5% | 0.06 |
| Macrolide antibiotics | 686 | 35.0% | 406 | 37.4% | 0.19 |
| Single fill of a macrolide | 464 | 67.6% | 271 | 66.7 | 0.76 |
| Multiple fills of a macrolide | 222 | 32.4 | 135 | 33.3 | |
| Leukotriene modifiers | 76 | 3.9% | 42 | 3.9% | 0.99 |
| Preindex use of index ICS/LABA inhaler type,c,d N, % | 95 | 4.8% | 411 | 37.8% | <0.0001 |
| COPD severity, mean, SD | |||||
| Number of hospitalization days due to AECOPD | 3.7 | 2.5 | 4.0 | 2.9 | 0.01 |
| Number of pulmonologist visits | 1.6 | 3.8 | 1.9 | 4.1 | 0.03 |
| Number of SABA fills | 1.0 | 2.4 | 1.2 | 2.6 | 0.09 |
| Number of oral corticosteroid fills | 0.9 | 1.8 | 1.0 | 1.7 | 0.22 |
Notes:
Assessed on the index date.
Assessed during the 12-month preindex period.
All patients with a preindex ICS + LABA had an index date in 2010.
Any ICS + LABA, ICS alone, LABA alone, or SABA medication delivered via DPI/pMDI.
Abbreviations: AECOPD, acute exacerbation of COPD; CDHP, consumer-driven health plan; DPI, dry powder inhaler; EPO, exclusive provider organization; HDHP, high deductible health plan; HMO, health maintenance organization; ICS, inhaled corticosteroid; LABA, long-acting β2-agonist; pMDI, pressurized metered-dose inhaler; POS, point of service; PPO, preferred provider organization; SABA, short-acting β-agonist.
Health care resource utilization and costs in the 12-month preindex period
| DPI (N=1,960) | pMDI (N=1,086) | ||||||
|---|---|---|---|---|---|---|---|
| n/mean | %/SD | Median | n/mean | %/SD | Median | ||
| All-cause utilization | |||||||
| Inpatient admissions (n, %) | 1,956 | 99.8% | 1,083 | 99.7% | 0.69 | ||
| Average number of admissions (mean, SD, median) | 2.2 | 1.9 | 2.0 | 2.2 | 2.0 | 2.0 | 0.73 |
| Average length of stay for inpatient admissions, days (mean, SD, median) | 3.7 | 2.3 | 3.0 | 3.8 | 2.3 | 3.3 | 0.14 |
| Outpatient ER visits (n, %) | 941 | 48.0% | 473 | 43.6% | 0.02 | ||
| Physician office visits (n, %) | 1,796 | 91.6% | 1,003 | 92.4% | 0.48 | ||
| Outpatient laboratory and radiology procedures (n, %) | 1,446 | 73.8% | 818 | 75.3% | 0.35 | ||
| Other outpatient services (n, %) | 1,901 | 97.0% | 1,065 | 98.1% | 0.08 | ||
| Outpatient pharmacy (n, %) | 1,860 | 94.9% | 1,041 | 95.9% | 0.23 | ||
| Average number of prescriptions (all medications) filled (mean, SD, median) | 37.9 | 32.6 | 30.0 | 39.1 | 33.6 | 31.0 | 0.35 |
| All-cause costs | |||||||
| Total costs PPPM (mean, SD, median) | $2,705 | $4,229 | $1,637 | $2,509 | $2,515 | $1,662 | 0.11 |
| Total medical costs PPPM (mean, SD, median) | $2,383 | $4,111 | $1,345 | $2,197 | $2,415 | $1,381 | 0.12 |
| Inpatient | $1,459 | $2,475 | $847 | $1,411 | $1,659 | $891 | 0.52 |
| Outpatient | $923 | $2,944 | $357 | $786 | $1,441 | $391 | 0.09 |
| ER | $55 | $170 | $0 | $53 | $156 | $0 | 0.69 |
| Physician office visits | $76 | $79 | $55 | $74 | $66 | $58 | 0.50 |
| Outpatient laboratory and radiology procedures | $46 | $163 | $10 | $59 | $509 | $10 | 0.43 |
| Other outpatient services | $747 | $2,840 | $236 | $601 | $1,200 | $242 | 0.05 |
| Outpatient pharmacy costs PPPM (mean, SD, median) | $322 | $560 | $171 | $311 | $464 | $165 | 0.57 |
| COPD-related utilization | |||||||
| Inpatient admissions (n, %) | 1,954 | 99.7% | 1,081 | 99.5% | 0.50 | ||
| Average number of admissions (mean, SD, median) | 1.2 | 0.5 | 1.0 | 1.2 | 0.7 | 1.0 | 0.27 |
| Average length of stay for inpatient admissions, days (mean, SD, median) | 3.5 | 2.2 | 3.0 | 3.7 | 2.3 | 3.0 | 0.04 |
| Outpatient ER visits (n, %) | 380 | 19.4% | 171 | 15.7% | 0.01 | ||
| Physician office visits (n, %) | 660 | 33.7% | 408 | 37.6% | 0.03 | ||
| Outpatient laboratory and radiology procedures (n, %) | 268 | 13.7% | 169 | 15.6% | 0.15 | ||
| Other outpatient services (n, %) | 1,075 | 54.8% | 610 | 56.2% | 0.48 | ||
| Outpatient pharmacy (n, %) | 1,406 | 71.7% | 802 | 73.8% | 0.21 | ||
| Average number of prescriptions (all medications) filled (mean, SD, median) | 3.8 | 5.3 | 2.0 | 4.2 | 6.0 | 2.0 | 0.03 |
| COPD-related costs | |||||||
| Total costs PPPM (mean, SD, median) | $1,128 | $1,076 | $831 | $1,180 | $1,150 | $861 | 0.23 |
| Total medical costs PPPM (mean, SD, median) | $1,106 | $1,069 | $811 | $1,155 | $1,144 | $838 | 0.24 |
| Inpatient | $1,033 | $1,031 | $758 | $1,079 | $1,092 | $795 | 0.26 |
| Outpatient | $73 | $190 | $16 | $77 | $230 | $13 | 0.61 |
| ER | $13 | $68 | $0 | $13 | $75 | $0 | 0.99 |
| Physician office visits | $7 | $16 | $0 | $8 | $16 | $0 | 0.16 |
| Outpatient laboratory and radiology procedures | $4 | $27 | $0 | $4 | $27 | $0 | 0.83 |
| Other outpatient services | $48 | $145 | $2 | $51 | $193 | $2 | 0.66 |
| Outpatient pharmacy costs PPPM (mean, SD, median) | $23 | $61 | $3 | $24 | $62 | $4 | 0.47 |
Note: All costs are presented in USD.
Abbreviations: DPI, dry powder inhaler; ER, emergency room; pMDI, pressurized metered-dose inhaler; PPPM, per person per month.
All-cause and COPD-related HRU and costs in the 90-day postindex period
| DPI (N=1,960) | pMDI (N=1,086) | ||||||
|---|---|---|---|---|---|---|---|
| n/mean | %/SD | Median | n/mean | %/SD | Median | ||
| All-cause utilization | |||||||
| Inpatient admissions (n, %) | 211 | 10.8% | 119 | 11.0% | 0.87 | ||
| Average number of admissions (mean, SD, median) | 0.1 | 0.5 | 0.0 | 0.1 | 0.5 | 0.0 | 0.88 |
| Average length of stay for inpatient admissions (days) (mean, SD, median) | 0.5 | 1.9 | 0.0 | 0.5 | 2.7 | 0.0 | 0.51 |
| Outpatient ER visits (n, %) | 356 | 18.2% | 183 | 16.9% | 0.36 | ||
| Physician office visits (n, %) | 1,785 | 91.1% | 991 | 91.3% | 0.87 | ||
| Outpatient laboratory and radiology procedures (n, %) | 1,006 | 51.3% | 557 | 51.3% | 0.98 | ||
| Other outpatient services (n, %) | 1,794 | 91.5% | 998 | 91.9% | 0.73 | ||
| Outpatient pharmacy (n, %) | 1,960 | 100.0% | 1,086 | 100.0% | |||
| Average number of prescriptions (all medications) filled (mean, SD, median) | 15.9 | 9.5 | 14.0 | 16.1 | 9.7 | 14.0 | 0.55 |
| Average number of ICS/LABA prescriptions filled (mean, SD, median) | 1.6 | 0.8 | 1.0 | 1.6 | 0.8 | 1.0 | 0.99 |
| All-cause costs | |||||||
| Total costs PPPM (mean, SD, median) | $2,992 | $6,461 | $1,168 | $2,623 | $5,546 | $1,147 | 0.10 |
| Total medical costs PPPM (mean, SD, median) | $2,420 | $6,389 | $574 | $2,056 | $5,425 | $538 | 0.10 |
| Inpatient | $925 | $4,878 | $0 | $834 | $4,438 | $0 | 0.60 |
| Outpatient | $1,495 | $3,641 | $521 | $1,222 | $2,114 | $486 | 0.009 |
| ER | $96 | $510 | $0 | $71 | $312 | $0 | 0.09 |
| Physician office visits | $133 | $117 | $108 | $129 | $108 | $105 | 0.38 |
| Outpatient laboratory and radiology procedures | $59 | $253 | $0 | $57 | $276 | $0 | 0.87 |
| Other outpatient services | $1,208 | $3,470 | $335 | $965 | $1,935 | $317 | 0.013 |
| Outpatient pharmacy costs PPPM (mean, SD, median) | $572 | $593 | $420 | $567 | $714 | $396 | 0.84 |
| COPD-related utilization | |||||||
| Inpatient admissions (n, %) | 64 | 3.3% | 32 | 2.9% | 0.63 | ||
| Average number of admissions (mean, SD, median) | 0.0 | 0.2 | 0.0 | 0.0 | 0.2 | 0.0 | 0.57 |
| Average length of stay for inpatient admissions, days (mean, SD, median) | 0.1 | 0.8 | 0.0 | 0.1 | 0.6 | 0.0 | 0.45 |
| Outpatient ER visits (n, %) | 123 | 6.3% | 56 | 5.2% | 0.21 | ||
| Physician office visits (n, %) | 1,188 | 60.6% | 650 | 59.9% | 0.68 | ||
| Outpatient laboratory and radiology procedures (n, %) | 239 | 12.2% | 128 | 11.8% | 0.74 | ||
| Other outpatient services (n, %) | 1,243 | 63.4% | 680 | 62.6% | 0.66 | ||
| Outpatient pharmacy (n, %) | 1,960 | 100.0% | 1,086 | 100.0% | |||
| Average number of prescriptions filled (mean, SD, median) | 4.4 | 2.6 | 4.0 | 4.2 | 2.6 | 4.0 | 0.16 |
| Tiotropium use within 30 days after index date (n, %) | 118 | 6.0% | 47 | 4.3% | 0.048 | ||
| COPD-related costs | |||||||
| Total costs PPPM (mean, SD, median) | $169 | $467 | $83 | $136 | $253 | $73 | 0.011 |
| Total medical costs PPPM (mean, SD, median) | $112 | $461 | $25 | $85 | $247 | $20 | 0.037 |
| Inpatient | $37 | $382 | $0 | $27 | $200 | $0 | 0.34 |
| Outpatient | $75 | $232 | $24 | $58 | $129 | $20 | 0.010 |
| Roomer | $7 | $63 | $0 | $3 | $24 | $0 | 0.05 |
| Physician office visits | $11 | $14 | $7 | $10 | $13 | $7 | 0.16 |
| Outpatient laboratory and radiology procedures | $2 | $17 | $0 | $1 | $7 | $0 | 0.13 |
| Other outpatient services | $56 | $211 | $8 | $43 | $120 | $7 | 0.040 |
| Outpatient pharmacy costs PPPM (mean, SD, median) | $57 | $44 | $43 | $51 | $40 | $35 | <0.0001 |
Note: All costs are presented in USD.
Abbreviations: DPI, dry powder inhaler; ER, emergency room; HRU, health care resource use; pMDI, pressurized metered-dose inhaler; PPPM, per person, per month.
All-cause and AECOPD readmissions
| Bivariate results | Multivariate | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DPI | pMDI | OR | Lower 95% CL | Upper 95% CL | |||||
| n/mean | %/SD | n/mean | %/SD | ||||||
| All-cause readmission within 30 days (n, %) | 276 | 14.1% | 139 | 12.8% | 0.32 | 0.88 | 0.70 | 1.11 | 0.28 |
| Days to the first all-cause readmission within 30 days (mean, SD, median) | 8.0 | 9.3 | 8.9 | 9.2 | 0.35 | ||||
| All-cause readmission within 60 days (n, %) | 358 | 18.3% | 188 | 17.3% | 0.51 | 0.91 | 0.74 | 1.12 | 0.38 |
| Days to the first all-cause readmission within 60 days (mean, SD, median) | 16.1 | 17.6 | 18.5 | 18.7 | 0.14 | ||||
| AECOPD readmission within 30 days (n, %) | 109 | 5.6% | 46 | 4.2% | 0.11 | 0.72 | 0.50 | 1.04 | 0.08 |
| Days to the first AECOPD readmission within 30 days (mean, SD, median) | 5.0 | 7.6 | 8.2 | 9.5 | 0.028 | ||||
| AECOPD readmission within 60 days (n, %) | 140 | 7.1% | 61 | 5.6% | 0.10 | 0.72 | 0.52 | 0.99 | 0.045 |
| Days to the first AECOPD readmission within 60 days (mean, SD, median) | 13.2 | 17.3 | 17.0 | 18.1 | 0.16 | ||||
Note:
Logistic regression models.
Abbreviations: AECOPD, acute exacerbation of COPD; CL, confidence limit; DPI, dry powder inhaler; pMDI, pressurized metered-dose inhaler.
Figure 2Kaplan–Meier curves comparing time (in days) from index date to first (A) all-cause readmission and (B) AECOPD-related readmission within 60 days postdischarge for DPI and pMDI cohorts.
Abbreviations: AECOPD, acute exacerbation of COPD; DPI, dry powder inhaler; ICS, inhaled corticosteroid; LABA, long-acting β2-agonist; pMDI, pressurized metered-dose inhaler.
Figure 3Predicted mean and 95% CIs of (A) all-cause and (B) COPD-related total health care costs (PPPM) in the 90-day postindex period.
Note: All costs are presented in USD.
Abbreviations: DPI, dry powder inhaler; pMDI, pressurized metered-dose inhaler; PPPM, per person per month.