| Literature DB >> 33116469 |
Jenny Tse1, Keiko Wada1, Yi Wang1, Dominic Coppolo2, Vladimir Kushnarev3, Jason Suggett3.
Abstract
Purpose: Managing and preventing disease exacerbations are key goals of COPD care. Oscillating positive expiratory pressure (OPEP) devices have been shown to improve clinical outcomes when added to COPD standard of care. This retrospective database study compared real-world resource use and disease exacerbation among patients with COPD or chronic bronchitis prescribed either of two commonly used OPEP devices. Patients and methods: Patients using the Aerobika® (Trudell Medical International, London, ON, Canada) or Acapella® (Smiths Medical, Wampsville, New York, USA) OPEP device for COPD or chronic bronchitis were identified from hospital claims linked to medical and prescription claims between September 2013 and April 2018; the index date was the first hospital visit with an OPEP device. Severe disease exacerbation, defined as an inpatient visit with a COPD or chronic bronchitis diagnosis, and all-cause healthcare resource utilization over 30 days and 12 months post-discharge were compared in propensity score (PS)-matched Aerobika device and Acapella device users.Entities:
Keywords: OPEP; database; exacerbations; re-hospitalization; sputum clearance
Mesh:
Year: 2020 PMID: 33116469 PMCID: PMC7585550 DOI: 10.2147/COPD.S256866
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Figure 1Patient Attrition.
Notes: COPD and chronic bronchitis diagnoses were identified using ICD-9 codes 491.XX and 496 and ICD-10 codes J41.X and J44.X, not including emphysema given that it is not characterized by sputum production.3 Pharmacy and provider stability was used as a proxy for continuous enrollment, which was defined as stability of reporting claims in every month for at least one pharmacy in LRx or provider in Dx as well as at least one LRx claim for any medication and one Dx claim in the baseline period and the 12-month period after the index date. There were no patients excluded for incomplete data.
Abbreviations: CDM, Hospital Charge Detail Master database; Dx, medical claims database; LRx, prescription claims database; OPEP, oscillating positive expiratory pressure.
Baseline Demographics in the Matched Cohorts
| Measures | Aerobika N=619 | Acapella N=1857 |
|---|---|---|
| Age (years), mean (SD), n (%) | 72.4 (11.2) | 72.2 (11.2) |
| 18–34 | 3 (0.5) | 8 (0.4) |
| 35–50 | 16 (2.6) | 54 (2.9) |
| 51–64 | 135 (21.8) | 380 (20.5) |
| 65–74 | 169 (27.3) | 534 (28.8) |
| 75+ | 296 (47.8) | 881 (47.4) |
| Sex, n (%) | ||
| Female | 337 (54.4) | 1012 (54.5) |
| Male | 282 (45.6) | 845 (45.5) |
| Geographic region, n (%)* | ||
| Midwest | 343 (55.4) | 570 (30.7) |
| South | 146 (23.6) | 953 (51.3) |
| Northeast | 79 (12.8) | 129 (6.9) |
| West | 51 (8.2) | 205 (11.0) |
| Payer type, n (%) | ||
| Medicarea | 460 (74.3) | 1390 (74.9) |
| Third partyb | 117 (18.9) | 336 (18.1) |
| Cash or Other/unknown | 27 (4.4) | 84 (4.5) |
| Medicaid | 15 (2.4) | 47 (2.5) |
| Index year, n (%)* | ||
| 2013 | 22 (3.6) | 97 (5.2) |
| 2014 | 95 (15.3) | 324 (17.4) |
| 2015 | 91 (14.7) | 355 (19.1) |
| 2016 | 134 (21.6) | 371 (20.0) |
| 2017 | 207 (33.4) | 505 (27.2) |
| 2018 | 70 (11.3) | 205 (11.0) |
Notes: Measures with an asterisk (*) indicate imbalance after PS matching (absolute standardized difference >10%). aMedicare includes Part D coverage. bThird-party payers include commercial payers, employers, and governmental payers.
Abbreviation: SD, standard deviation.
Baseline Clinical Characteristics and HRU in the Matched Cohorts
| Measures | Aerobika N=619 | Acapella N=1857 |
|---|---|---|
| CCI, mean (SD) | 3.7 (2.7) | 3.7 (2.6) |
| Comorbid conditions, n (%) | ||
| Hyperlipidemia | 351 (56.7) | 1064 (57.3) |
| Cardiovascular disease | 273 (44.1) | 803 (43.2) |
| Anxiety/depression | 222 (35.9) | 652 (35.1) |
| Diabetes | 211 (34.1) | 652 (35.1) |
| Malignancy | 144 (23.3) | 423 (22.8) |
| Stroke or TIA | 126 (20.4) | 375 (20.2) |
| Emphysema | 121 (19.5) | 371 (20.0) |
| Hypothyroidism | 100 (16.2) | 309 (16.6) |
| Acute respiratory tract infections | 78 (12.6) | 238 (12.8) |
| Bronchiectasis | 23 (3.7) | 62 (3.3) |
| Treatment history, n (%) | ||
| Maintenance medicationsa | ||
| ICS/LABA | 183 (29.6) | 573 (30.9) |
| LAMA | 173 (27.9) | 500 (26.9) |
| LABA | 22 (3.6) | 89 (4.8) |
| LAMA/LABA | 22 (3.6) | 56 (3.0) |
| Xanthines | 15 (2.4) | 55 (3.0) |
| Rescue inhalers | ||
| SABA | 378 (61.1) | 1136 (61.2) |
| SABA/SAMA | 242 (39.1) | 735 (39.6) |
| SAMA | 112 (18.1) | 332 (17.9) |
| Other exacerbation treatments | ||
| Antibiotics | 520 (84.0) | 1567 (84.4) |
| OCS | 353 (57.0) | 1079 (58.1) |
| Respiratory support | ||
| Oxygen therapy | 182 (29.4) | 494 (26.6) |
| Mechanical ventilation | 25 (4.0) | 89 (4.8) |
| History of COPD/chronic bronchitis exacerbation, n (%) | ||
| Severe exacerbationb | 281 (45.4) | 827 (44.5) |
| Moderate exacerbationc | 285 (46.0) | 849 (45.7) |
| Baseline all-cause HRU, n (%) | ||
| Inpatient visit | 358 (57.8) | 1111 (59.8) |
| ED visit | 412 (66.6) | 1256 (67.6) |
Notes: All baseline clinical characteristics and healthcare resource utilization were balanced after PS matching. aUse of combination therapy ICS/LABA/LAMA was also assessed but not reported due to occurrence in less than 1% of patients. bDefined as an inpatient admission with COPD or chronic bronchitis diagnosis, not including the index date. cDefined as an emergency department visit with COPD or chronic bronchitis diagnosis or prescription for an oral corticosteroid within 14 days of an office visit with COPD or chronic bronchitis diagnosis, not including the index date.
Abbreviations: CCI, Charlson Comorbidity Index; COPD, chronic obstructive pulmonary disease; ED, emergency department; HRU, healthcare resource utilization; ICS, inhaled corticosteroids; LABA, long-acting beta agonist; LAMA, long-acting muscarinic antagonist; OCS, oral corticosteroid; SABA, short-acting beta agonist; SAMA, short-acting muscarinic antagonist; SD, standard deviation; TIA, transient ischemic attack.
Figure 2Initial care setting of the index medical visit (A) and inpatient admissions anytime during the index medical visit (B) in the matched cohorts.
Notes: Percentages in bold and with an asterisk (*) indicate a p-value<0.05 for the comparison of index visit care settings between the Aerobika device and Acapella users. Inpatient admissions in (B) included patients with inpatient as the initial care setting and patients who were admitted to inpatient from the emergency or outpatient department.
Abbreviation: ED, emergency department.
Figure 3Treatments received during index inpatient visits in the matched cohorts.
Notes: Percentages in bold and with an asterisk (*) indicate a p-value<0.05 for the comparison of inpatient treatments between the Aerobika device and Acapella users who had an index inpatient visit. Utilization of LABA/LAMA and ICS/LABA/LAMA were also evaluated but not reported due to occurrence in less than 1% of patients.
Abbreviations: ICS, inhaled corticosteroids; LABA, long-acting beta agonist; LAMA, long-acting muscarinic antagonist; OCS, oral corticosteroid; SABA, short-acting beta agonist; SAMA, short-acting muscarinic antagonist.
Post-Discharge Severe Exacerbations and All-Cause Post-Discharge HRU in the 12-Month Follow-Up Period in the Matched Cohorts
| Measures | Aerobika N=619 | Acapella N=1857 | P-value |
|---|---|---|---|
| Severe exacerbationsa | |||
| 30-day post-dischargeb | |||
| Patients with ≥1 severe exacerbation, n (%) | 68 (12.0) | 306 (17.4) | 0.001 |
| Number of severe exacerbations per patient, mean (SD) | 0.1 (0.4) | 0.2 (0.5) | 0.002 |
| 12-month post-discharge | |||
| Patients with ≥1 severe exacerbation, n (%) | 245 (39.6) | 841 (45.3) | 0.01 |
| Length of stay per stay per patient among patients with ≥1 hospitalization, mean (SD) | 6.5 (3.9) | 7.1 (5.4) | 0.05 |
| Number of severe exacerbations PPPY, mean (SD) | 0.7 (1.3) | 0.9 (1.4) | 0.01 |
| Time to severe exacerbation (days), mean (SD) | 102.0 (97.5) | 96.6 (97.8) | 0.44 |
| Moderate exacerbationsc | |||
| 30-day post-discharge | |||
| Patients with ≥1 moderate exacerbation, n (%) | 76 (12.3) | 245 (13.2) | 0.58 |
| Number of moderate exacerbations per patient, mean (SD) | 0.2 (0.5) | 0.2 (0.6) | 0.37 |
| 12-month post-discharge | |||
| Patients with ≥1 moderate exacerbation, n (%) | 254 (41.0) | 762 (41.0) | 0.98 |
| Number of moderate exacerbations PPPY, mean (SD) | 1.0 (1.8) | 1.2 (3.2) | 0.03 |
| All-cause HRU | |||
| Inpatient visits (30-day post-discharge) | |||
| Patients with ≥1 early readmissionb | 79 (13.9) | 358 (20.3) | <0.001 |
| Number of early readmissions per patient, mean (SD) | 0.16 (0.4) | 0.24 (0.5) | 0.001 |
| Inpatient visits (12-month post-discharge) | |||
| Patients with ≥1 inpatient visit, n (%) | 278 (44.9) | 962 (51.8) | 0.003 |
| Length of stay per stay per patient among patients with ≥1 inpatient visit, mean (SD) | 7.5 (4.9) | 8.3 (7.2) | 0.28 |
| Number of inpatient visits PPPY, mean (SD) | 0.9 (1.4) | 1.1 (1.6) | 0.003 |
| ED visits | |||
| Patients with ≥1 visit, n (%) | 381 (61.6) | 1113 (59.9) | 0.45 |
| Number of visits PPPY, mean (SD) | 1.8 (2.5) | 1.9 (4.4) | 0.52 |
| Outpatient/physician’s office visits | |||
| Patients with ≥1 visit, n (%) | 575 (92.9) | 1739 (93.6) | 0.50 |
| Number of visits PPPY, mean (SD) | 20.5 (22.5) | 21.2 (22.1) | 0.51 |
Notes: aSevere exacerbation was defined as an inpatient admission with COPD or chronic bronchitis diagnosis, anytime during the follow-up period, not including the index visit bDefined as inpatient admission within 30 days following index hospitalization discharge date, assessed among patients with index inpatient visit (n=568 Aerobika device users and n=1762 Acapella users).
Abbreviations: ED, emergency department; HRU, healthcare resource utilization; PPPY, per patient per year; SD, standard deviation.
Adjusted Modela for the Association Between Index OPEP Device and Number of Post-Discharge Severe Exacerbations PPPY
| Parameter | Exponentiated Parameter Estimate (95% CI) | P-value |
|---|---|---|
| Aerobika (vs matched Acapella) | 0.83 (0.71, 0.96) | 0.01 |
| Type of index visit (vs ED visit without inpatient admission or outpatient department visit) | ||
| ED visit with inpatient admission | 2.47 (1.75, 3.50) | <0.001 |
| Directly admitted to inpatient | 2.22 (1.53, 3.21) | <0.001 |
| OCS use during the index visit (vs no OCS) | 1.17 (1.03, 1.33) | 0.01 |
| Geographic region (vs Midwest) | ||
| Northeast | 1.10 (0.88, 1.37) | 0.42 |
| South | 0.93 (0.81, 1.08) | 0.36 |
| West | 0.91 (0.71, 1.16) | 0.45 |
Notes: aGeneralized estimating equation for generalized linear model with normal distribution and log link function was used to account for matching.
Abbreviations: CI, confidence interval; ED, emergency department; OCS, oral corticosteroid; PPPY, per patient per year.
Adjusted Modela for the Association Between Index OPEP Device and the Odds of Post-Discharge Severe Exacerbations
| Parameter | Odds Ratio (95% CI) | P-value |
|---|---|---|
| Aerobika (vs matched Acapella) | 0.80 (0.66, 0.98) | 0.03 |
| Type of index visit (vs ED visit without inpatient admission or outpatient department visit) | ||
| ED visit with inpatient admission | 2.58 (1.75, 3.80) | <0.0001 |
| Directly admitted to inpatient | 2.05 (1,35, 3.10) | 0.001 |
| OCS use during the index visit (vs no OCS) | 1.20 (1.02, 1.42) | 0.03 |
| Geographic region (vs Midwest) | ||
| Northeast | 1.17 (0.86, 1.58) | 0.33 |
| South | 1.02 (0.85, 1.23) | 0.83 |
| West | 0.90 (0.68, 1.20) | 0.48 |
Notes: aGeneralized estimating equation for generalized linear model with binomial distribution and logit link function was used to account for matching.
Abbreviations: CI, confidence interval; ED, emergency department; OCS, oral corticosteroid.
Figure 4Kaplan-Meier analysis of time from index visit discharge date to first post-discharge severe exacerbation in the matched cohorts.