| Literature DB >> 33376316 |
Alessandra Buja1, Stefania Elvini2, Riccardo Caberlotto3, Carlo Pinato1, Simona Fortunata Mafrici3, Giulia Grotto3, Enrica Bicciato3, Tatjana Baldovin1, Giulia Zumerle2, Pietro Gallina4, Vincenzo Baldo1.
Abstract
Background: The worldwide prevalence of obstructive lung disease (OLD) is increasing, especially among people >65 years old, and nearly three in four adults with OLD have two or more comorbid conditions. This study describes the impact of such comorbidities on the healthcare service usage and related costs in a country with universal health coverage, basing on a large cohort of elderly patients with OLD and employing real-world data.Entities:
Keywords: comorbidities; healthcare costs; healthcare service usage; obstructive lung disease
Mesh:
Year: 2020 PMID: 33376316 PMCID: PMC7755892 DOI: 10.2147/COPD.S275687
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Characteristics of the Study Sample with Obstructive Lung Disease
| Patients with BPCO | 37,915 | ||
|---|---|---|---|
| Sex | % (n) | Female | 54.55% (20,684) |
| % (n) | Male | 45.45% (17,231) | |
| Age | mean (±SD) | 77.29 (±8,1) | |
| RUB | % (n) | 1 | 77.33% (8.05) |
| % (n) | 2 | 11.58% (4389) | |
| % (n) | 3 | 17.61% (6675) | |
| % (n) | 4 | 47.58% (18,040) | |
| % (n) | 5 | 14.43% (5470) | |
| Cancer | % (n) | 14.88% (5641) | |
| Arhythmia | % (n) | 19.35% (7338) | |
| Cerebrovascular Disease | % (n) | 9.69% (3673) | |
| Dementia and delirium | % (n) | 6.32% (2398) | |
| Diabetes mellitus | % (n) | 19.41% (7358) | |
| Lipid Metabolism disorders | % (n) | 37.82% (14,341) | |
| Hypothyroidism | % (n) | 7.35% (2787) | |
| Chronic kidney failure | % (n) | 4.05% (1537) | |
| Hypertension | % (n) | 76.45% (28,986) | |
| Congestive heart failure | % (n) | 30.47% (11,553) | |
| Ischemic heart disease | % (n) | 13.88% (5262) | |
| Depression | % (n) | 18.38% (6967) | |
| Parkinson’s Disease | % (n) | 3.01% (1143) | |
| Rheumatoid arthritis | % (n) | 1.79% (680) | |
| Osteoporosis | % (n) | 36.86% (13,974) | |
| Total Costs | mean (±SD) | 4261.20 (8155.30) | |
| Pharmacy Costs | mean (±SD) | 1099.14 (3555.51) | |
| Emergency department visits, No. | mean (±SD) | 0.51 (1.08) | |
| Outpatient visits, No. | mean (±SD) | 9.57 (10.61) | |
| Hospital admissions, No. | mean (±SD) | 0.39 (0.86) | |
Distribution of Healthcare Resource Usage, Costs and Death Rate by Comorbidity Class
| No. of Chronic Disorders in Addition to Obstructive Lung Disease | 0 | 1 | 2 | 3 | 4 | 5 | 6+ | Total | Association with Comorbidity Class | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2681 | 6315 | 7714 | 7485 | 5804 | 3949 | 3967 | 37,915 | |||
| Sex | Female % (n) | 42.9% (1150) | 51.3% (3238) | 58.5% (4511) | 56.5% (4231) | 56.7% (3294) | 55.2% (2178) | 52.5% (2082) | 54.5% (20,684) | <0.05 * |
| Male % (n) | 57.1% (1531) | 48.7% (3077) | 41.5% (3203) | 43.5% (3254) | 43.2% (2510) | 44.8% (1771) | 47.5% (1885) | 45.4% (17,231) | ||
| Age | Mean | 72.45 | 74.40 | 76.12 | 77.51 | 79.09 | 80.43 | 81.63 | 77.33 | <0.01 *** |
| Median | 71 | 73 | 75 | 77 | 79 | 81 | 82 | 77 | ||
| (IQR) | 9 | 11 | 11 | 12 | 12 | 11 | 10 | 12 | ||
| Total costs | Mean | 1158.84 | 1982.26 | 2888.20 | 3796.08 | 5242.76 | 6702.69 | 9666.60 | 4261.20 | <0.01*** |
| Median | 464.83 | 737.93 | 1092.19 | 1535.78 | 2195.831 | 3420.23 | 5655.97 | 1526.07 | ||
| (IQR) | 865 | 1144 | 1671 | 2569 | 4129 | 6162 | 9487 | 3322 | ||
| Pharmacy costs | Mean | 330.23 | 531.97 | 826.39 | 1101.97 | 1388.68 | 1707.61 | 2017.39 | 1099.14 | <0.01 *** |
| Median | 136.06 | 293.13 | 446.34 | 636.11 | 845.8 | 1070 | 1272.41 | 599.53 | ||
| (IQR) | 363 | 459 | 590 | 750 | 916 | 1072 | 1283 | 875 | ||
| Emergency department visits, No. | Mean | 0.27 | 0.33 | 0.40 | 0.49 | 0.59 | 0.71 | 0.87 | 0.51 | <0.01 *** |
| Median | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||
| (IQR) | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| Outpatient visits, No. | Mean | 4.45 | 6.20 | 7.97 | 9.62 | 11.39 | 12.78 | 15.54 | 9.57 | <0.01 *** |
| Median | 3 | 4 | 6 | 7 | 9 | 10 | 11 | 7 | ||
| (IQR) | 5 | 6 | 8 | 9 | 11 | 12 | 14 | 10 | ||
| Hospital admissions, No. | Mean | 0.09 | 0.14 | 0.22 | 0.30 | 0.47 | 0.68 | 1.09 | 0.39 | <0.01 ** |
| Median | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | ||
| (IQR) | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 0 | ||
| Crude death rate | 1.36% | 1.89% | 3.39% | 4.91% | 7.88% | 12.14% | 18.61% | 6.24% | <0.01 * | |
Notes: *Chi-squared test. **Kruskal–Wallis test. ***Friedman test.
Regression Analyses Between Dependent Variables (Healthcare Cost and Service Usage, and Mortality) and Comorbidity Class, Adjusted for Sex and Age
| Total Costs, GLM Model | Coefficient | 95% CI | ||
|---|---|---|---|---|
| Sex (reference: Male) | Female | −748,6 | −913,7;-583,5 | <0.001 |
| Age | 10,5 | −0,26;0.21 | 0.0557 | |
| No. of chronic disorders in addition to COPD (reference: 0) | 1 | 905,9 | 525,5;1286,3 | <0.001 |
| 2 | 1849 | 1477,8;2220,2 | <0.001 | |
| 3 | 2727 | 2353,6;3100,4 | <0.001 | |
| 4 | 4163 | 3775,3;4550,7 | <0.001 | |
| 5 | 5596 | 5181,9;6010,1 | <0.001 | |
| 6+ | 8528 | 8113,1;8942,9 | <0.001 | |
| Sex (reference: Male) | Female | −23,6 | −28,59;-18,61 | <0.001 |
| Age | −235,2 | −311,5;-158,9 | <0.001 | |
| No. of chronic disorders in addition to COPD (reference: 0) | 1 | 298,3 | 124,0;472,6 | <0.001 |
| 2 | 648 | 477,8;818,2 | <0.001 | |
| 3 | 952 | 780,7;1123,3 | <0.001 | |
| 4 | 1278 | 1099,8;1456,2 | <0.001 | |
| 5 | 1633 | 1442,4;1823,6 | <0.001 | |
| 6+ | 1971 | 1779,7;2162,3 | <0.001 | |
| Sex (reference: Male) | Female | 0,87 | 0,84;0.89 | <0.001 |
| Age | 1.01 | 1,01;1.02 | <0.001 | |
| No. of chronic disorders in addition to COPD (reference: 0) | 1 | 1,24 | 1,15;1.32 | <0.001 |
| 2 | 1,51 | 1,42;1.59 | <0.001 | |
| 3 | 1,78 | 1,70;1.86 | <0.001 | |
| 4 | 2,14 | 2,06;2.22 | <0.001 | |
| 5 | 2,55 | 2,47;2.64 | <0.001 | |
| 6+ | 3,06 | 2,98;3.15 | <0.001 | |
| Sex (reference: Male) | Female | 0,86 | 0,98;0.99 | <0.001 |
| Age | 0.98 | 0,85;0.87 | <0.001 | |
| No. of chronic disorders in addition to COPD (reference: 0) | 1 | 1,47 | 1,45;1.49 | <0.001 |
| 2 | 1,98 | 1,96;2.00 | <0.001 | |
| 3 | 2,46 | 2,44;2.48 | <0.001 | |
| 4 | 3,01 | 2,99;3.03 | <0.001 | |
| 5 | 3,47 | 3,45;3.49 | <0.001 | |
| 6+ | 4,32 | 4,30;4.34 | <0.001 | |
| Sex (reference: Male) | Female | 0,73 | 0,70; 0.77 | <0.001 |
| Age | 1,01 | 1,01; 1.02 | <0.001 | |
| No. of chronic disorders in addition to COPD (reference: 0) | 1 | 1,66 | 1,52; 1.81 | <0.001 |
| 2 | 2,58 | 2,44; 2.72 | <0.001 | |
| 3 | 3,52 | 3,38; 3.65 | <0.001 | |
| 4 | 5,48 | 5,35; 5.62 | <0.001 | |
| 5 | 7,77 | 7,63; 7.90 | <0.001 | |
| 6+ | 12,24 | 12,10; 12.37 | <0.001 | |
| Sex (reference: Male) | Female | 0,64 | 0,55; 0.74 | <0.001 |
| Age | 1,13 | 1,12; 1.13 | <0.001 | |
| No. of chronic disorders in addition to COPD (reference: 0) | 1 | 1,13 | 0,75; 1.51 | 0,52 |
| 2 | 1,76 | 1,40; 2.12 | 0,00196 | |
| 3 | 2,25 | 1,90; 2.60 | <0.001 | |
| 4 | 3,28 | 2,93; 3.63 | <0.001 | |
| 5 | 4,82 | 4,47; 5.17 | <0.001 | |
| 6+ | 7,46 | 7,11; 7.80 | <0.001 | |