| Literature DB >> 21311695 |
Christopher M Blanchette1, Melissa H Roberts, Hans Petersen, Anand A Dalal, Douglas W Mapel.
Abstract
BACKGROUND: Chronic bronchitis (CB) is often misdiagnosed or diagnosed at a later stage of chronic obstructive pulmonary disease (COPD). We examined how this later diagnosis may impact health care costs and utilization during the 12 months prior to and 24 months post initial CB diagnosis.Entities:
Keywords: burden; chronic bronchitis; chronic obstructive pulmonary disease; economic
Mesh:
Year: 2011 PMID: 21311695 PMCID: PMC3034282 DOI: 10.2147/COPD.S15882
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Case patients and control subject characteristics before and after propensity matching
| Characteristic | Pre-matching | Post-matching | ||||||
|---|---|---|---|---|---|---|---|---|
| Cases | Controls | Cases | Controls | |||||
| N (%) | N (%) | N (%) | N (%) | |||||
| Number of patients | 11937 | 280264 | 11674 | 11674 | ||||
| Age, yrs (mean, SD) | 61.8 | 12.2 | 57.2 | 10.9 | 61.5 | 12.1 | 61.8 | 12.1 |
| Sex | ||||||||
| Male | 4944 | (41.4%) | 119264 | (42.6%) | 4832 | (41.4%) | 5017 | (43.0%) |
| Female | 6993 | (58.6%) | 161000 | (57.4%) | 6842 | (58.6%) | 6657 | (57.0%) |
| Region | ||||||||
| Midwest | 2093 | (17.5%) | 77533 | (27.7%) | 2082 | (17.8%) | 2010 | (17.2%) |
| Northeast | 4515 | (37.8%) | 67901 | (24.2%) | 4334 | (37.1%) | 4308 | (36.9%) |
| South | 3315 | (27.8%) | 71932 | (25.7%) | 3269 | (28.0%) | 3301 | (28.3%) |
| West | 2014 | (16.9%) | 62898 | (22.4%) | 1989 | (17.0%) | 2055 | (17.6%) |
| Quarter and year of the index date | ||||||||
| Q3-2004 | 1210 | (10.1%) | 48236 | (17.2%) | 1201 | (10.3%) | 1227) | (10.5% |
| Q4-2004 | 1677 | (14.0%) | 50105 | (17.9%) | 1657 | (14.2%) | 1664 | (14.3%) |
| Q1-2005 | 2337 | (19.6%) | 50674 | (18.1%) | 2288 | (19.6%) | 2254 | (19.3%) |
| Q2-2005 | 1472 | (12.3%) | 26573 | (9.5%) | 1438 | (12.3%) | 1440 | (12.3%) |
| Q3-2005 | 1140 | (9.6%) | 27554 | (9.8%) | 1113 | (9.5%) | 1144 | (9.8%) |
| Q4-2005 | 1499 | (12.6%) | 27028 | (9.6%) | 1465 | (12.5%) | 1474 | (12.6%) |
| Q1-2006 | 1588 | (13.3%) | 25707 | (9.2%) | 1524 | (13.1%) | 1529 | (13.1%) |
| Q2-2006 | 1014 | (8.5%) | 24387 | (8.7%) | 988 | (8.5%) | 942 | (8.1%) |
| Comorbid conditions | ||||||||
| Asthma | 2722 | (22.8%) | 2660 | (22.8%) | ||||
| Alcohol abuse | 152 | (1.3%) | 1498 | (0.5%) | 139 | (1.2%) | 135 | (1.2%) |
| Blood loss anemia | 121 | (1.0%) | 1406 | (0.5%) | 108 | (0.9%) | 96 | (0.8%) |
| Cardiac arrythmia | 1348 | (11.3%) | 14709 | (5.2%) | 1210 | (10.4%) | 1243 | (10.6%) |
| Congestive heart failure | 1083 | (9.1%) | 4979 | (1.8%) | 856 | (7.3%) | 785 | (6.7%) |
| Coagulopathy | 245 | (2.1%) | 2457 | (0.9%) | 217 | (1.9%) | 204 | (1.7%) |
| Cardiovascular disease | 185 | (1.5%) | 2041 | (0.7%) | 168 | (1.4%) | 186 | (1.6%) |
| Deficiency anemias | 1005 | (8.4%) | 14636 | (5.2%) | 921 | (7.9%) | 949 | (8.1%) |
| Depression | 970 | (8.1%) | 16865 | (6.0%) | 928 | (7.9%) | 929 | (8.0%) |
| Diabetes | 2380 | (19.9%) | 37144 | (13.3%) | 2247 | (19.2%) | 2265 | (19.4%) |
| Fluid and electrolyte disorders | 792 | (6.6%) | 7268 | (2.6%) | 685 | (5.9%) | 676 | (5.8%) |
| Hypertension (complicated) | 600 | (5.0%) | 5605 | (2.0%) | 531 | (4.5%) | 531 | (4.5%) |
| Hypertension (uncomplicated) | 5867 | (49.1%) | 105482 | (37.6%) | 5644 | (48.3%) | 5671 | (48.6%) |
| Hypothyroidism | 1238 | (10.4%) | 26781 | (9.6%) | 1199 | (10.3%) | 1245 | (10.7%) |
| Ischemic heart disease | 2411 | (20.2%) | 25481 | (9.1%) | 2215 | (19.0%) | 2293 | (19.6%) |
| Liver disease | 235 | (2.0%) | 3278 | (1.2%) | 213 | (1.8%) | 212 | (1.8%) |
| Obesity | 543 | (4.5%) | 7678 | (2.7%) | 500 | (4.3%) | 556 | (4.8%) |
| Other neurological disorders | 421 | (3.5%) | 5777 | (2.1%) | 381 | (3.3%) | 383 | (3.3%) |
| Paralysis | 89 | (0.7%) | 906 | (0.3%) | 77 | (0.7%) | 87 | (0.7%) |
| Peripheral vascular disorders | 950 | (8.0%) | 3711 | (1.3%) | 838 | (7.2%) | 837 | (7.2%) |
| Psychoses | 706 | (5.9%) | 10368 | (3.7%) | 670 | (5.7%) | 677 | (5.8%) |
| Pulmonary circulation disorders | 139 | (1.2%) | 560 | (0.2%) | 92 | (0.8%) | 88 | (0.8%) |
| Renal failure | 357 | (3.0%) | 3209 | (1.1%) | 296 | (2.5%) | 277 | (2.4%) |
| Rheumatic heart failure | 7 | (0.1%) | 37 | (0.0%) | 4 | (0.0%) | 4 | (0.0%) |
| Rheumatoid arthritis/collagen vascular | 525 | (4.4%) | 8154 | (2.9%) | 503 | (4.3%) | 522 | (4.5%) |
| Obstructive sleep apnea | 628 | (5.3%) | 7919 | (2.8%) | 580 | (5.0%) | 580 | (5.0%) |
| Peptic ulcer excluding bleeding | 120 | (1.0%) | 1486 | (0.5%) | 115 | (1.0%) | 112 | (1.0%) |
| Valvular disease | 1032 | (8.6%) | 11913 | (4.3%) | 924 | (7.9%) | 972 | (8.3%) |
| Weight loss | 51 | (0.4%) | 306 | (0.1%) | 37 | (0.3%) | 41 | (0.4%) |
Notes: Propensity score calculated as probability of chronic bronchitis diagnosis using a logistic regression controlling for demographics (age, sex, region), quarter and year of the index date, and comorbid conditions listed.
Asthma was specifically excluded in the control population;
No signficant difference between chronic bronchitis (CB) cohort and control cohort at level of 0.05;
Signficant difference between CB cohort and control cohort at level of 0.05. Q1, July 1 to Sept 30, Q2, Oct 1 to Dec 31, Q3, Jan 1 to March 31, Q4, April 1 to June 30.
Abbreviation: SD, standard deviation.
Chronic bronchitis patients and control subjects with any health care events
| Subjects w/any utilization | Preindex | Postindex | ||||
|---|---|---|---|---|---|---|
| Months prior to index | Months after index | |||||
| 7–12 | 1–6 | 1–6 | 7–12 | 13–18 | 19–24 | |
| Hospitalization (IP) | ||||||
| Chronic bronchitis | 6.1% | 9.6% | 30.4% | 10.5% | 11.0% | 10.4% |
| Control | 6.2% | 6.7% | 5.4% | 6.1% | 5.2% | 5.7% |
| ED/UC visit | ||||||
| Chronic bronchitis | 9.5% | 13.3% | 20.7% | 12.2% | 12.0% | 12.3% |
| Control | 6.4% | 6.7% | 6.6% | 6.8% | 6.6% | 6.5% |
| Outpatient visit (OP) | ||||||
| Chronic bronchitis | 90.5% | 93.8% | 99.7% | 95.2% | 94.7% | 94.2% |
| Control | 92.9% | 93.8% | 94.0% | 93.7% | 91.7% | 91.3% |
| Pharmacy use | ||||||
| Chronic bronchitis | 93.4% | 97.3% | 99.0% | 95.2% | 92.7% | 91.0% |
| Control | 91.5% | 94.1% | 93.7% | 92.5% | 87.7% | 85.4% |
Notes: All percentages were significantly different at a 0.05 level using a chi-square test except for IP visits in pre-index months 12–7 and OP visits in pre-index months 6–1.
N = 11674 CB and controls months 12–1 preindex and months 1–12 postindex;
N = 9009 CB, 9305 controls months 13–18 postindex; N = 6128 CB, N = 6203 controls months 19–24 postindex.
Figure 1Incidence of any utilization for all-cause health care events.
Abbreviations: ED/UC, emergency department/urgent care; IP, inpatient hospitalization; OP, outpatient visits.
Total and mean events for chronic bronchitis and control populations
| Preindex | Postindex | |||||
|---|---|---|---|---|---|---|
| Months prior to index | Months after index | |||||
| 7–12 | 1–6 | 1–6 | 7–12 | 13–18 | 19–24 | |
| Chronic bronchitis | 873 | 1,378 | 4,687 | 1,633 | 1,333 | 866 |
| Control | 900 | 973 | 759 | 885 | 593 | 466 |
| Chronic bronchitis | 1,502 | 2,156 | 3,552 | 2,154 | 1,595 | 1,078 |
| Control | 962 | 1,005 | 968 | 1,048 | 767 | 538 |
| Chronic bronchitis | 99,773 | 110,543 | 167,877 | 129,531 | 99,122 | 64,805 |
| Control | 92,485 | 97,590 | 94,172 | 94,695 | 72,450 | 48,416 |
| Chronic bronchitis | 220,580 | 237,961 | 288,189 | 256,939 | 192,569 | 126,730 |
| Control | 148,984 | 155,404 | 156,901 | 157,332 | 120,687 | 80,716 |
| Chronic bronchitis | 0.07 | 0.12 | 0.40 | 0.14 | 0.15 | 0.14 |
| Control | 0.08 | 0.08 | 0.07 | 0.08 | 0.06 | 0.08 |
| Chronic bronchitis | 0.13 | 0.18 | 0.30 | 0.18 | 0.18 | 0.18 |
| Control | 0.08 | 0.09 | 0.08 | 0.09 | 0.08 | 0.09 |
| Chronic bronchitis | 8.55 | 9.47 | 14.38 | 11.10 | 11.00 | 10.58 |
| Control | 7.92 | 8.36 | 8.07 | 8.11 | 7.79 | 7.81 |
| Chronic bronchitis | 18.90 | 20.38 | 24.69 | 22.01 | 21.38 | 20.68 |
| Control | 12.76 | 13.31 | 13.44 | 13.48 | 12.97 | 13.01 |
Notes: Numbers of events were significantly different at a 0.05 level using a Wilcoxon Rank Sum test except for IP visits in preindex months 12–7.
N = 11674 CB and controls months 12–1 preindex and months 1–12 postindex;
N = 9009 CB, 9305 controls months 13–18 postindex; N = 6128 CB, N = 6203 controls months 19–24 post-index.
Abbreviations: ED/UC, emergency department/urgent care; IP, inpatient hospitalization; OP, outpatient visits.
Figure 2Mean events for chronic bronchitis and control populations.
Abbreviations: ED/UC, emergency department/urgent care; IP, inpatient hospitalization; OP, outpatient visits.
Mean costs (US$) for chronic bronchitis and control populations
| Preindex | Postindex | |||||
|---|---|---|---|---|---|---|
| Months prior to index | Months after index | |||||
| 7–12 | 1–6 | 1–6 | 7–12 | 13–18 | 19–24 | |
| Total cost | ||||||
| Chronic bronchitis | $4,212 | $5,289 | $12,781 | $7,101 | $7,448 | $6,925 |
| Control | $3,826 | $4,285 | $3,862 | $4,070 | $4,090 | $4,496 |
| Medical services cost | ||||||
| Chronic bronchitis | $3,045 | $4,034 | $11,193 | $5,562 | $5,894 | $5,415 |
| Control | $3,048 | $3,438 | $2,957 | $3,152 | $3,138 | $3,520 |
| Pharmacy cost | ||||||
| Chronic bronchitis | $1,167 | $1,255 | $1,588 | $1,539 | $1,554 | $1,510 |
| Control | $778 | $847 | $905 | $917 | $952 | $976 |
Notes: All cost distributions were significantly different at a 0.05 level using Wilcoxon rank-sum test.
N = 11674 CB and controls months 12–1 preindex and months 1–12 postindex;
N = 9009 CB, 9305 controls months 13–18 postindex; N = 6128 CB, N = 6203 controls months 19–24 postindex.
Figure 3Mean costs (US$) for chronic bronchitis and control populations.
Median costs (US$) for chronic bronchitis and control populations
| Preindex | Postindex | |||||
|---|---|---|---|---|---|---|
| Months prior to index | Months after index | |||||
| 7–12 | 1–6 | 1–6 | 7–12 | 13–18 | 19–24 | |
| Total cost | ||||||
| Chronic bronchitis | $1,559 | $1,906 | $4,007 | $2,251 | $2,261 | $2,166 |
| Control | $1,163 | $1,278 | $1,252 | $1,292 | $1,215 | $1,235 |
| Medical services cost | ||||||
| Chronic bronchitis | $591 | $791 | $2,364 | $972 | $1,008 | $909 |
| Control | $534 | $588 | $563 | $589 | $550 | $545 |
| Pharmacy cost | ||||||
| Chronic bronchitis | $581 | $669 | $911 | $815 | $796 | $763 |
| Control | $347 | $387 | $396 | $384 | $367 | $365 |
Notes: All cost distributions were significantly different at a 0.05 level using Wilcoxon rank-sum test.
N = 11674 CB and controls months 12–1 preindex and months 1–12 postindex;
N = 9009 CB, 9305 controls months 13–18 postindex; N = 6128 CB, N = 6203 controls months 19–24 postindex.