| Literature DB >> 28482887 |
Steven R Feldman1, Haijun Tian2, Isabelle Gilloteau3, Patrick Mollon4, Meng Shu5.
Abstract
BACKGROUND: Psoriasis is a multifactorial, inflammatory, skin disease associated with various comorbidities. The cost of those comorbidities is not well characterized. The present study assesses the incremental burden of comorbidities on healthcare resource utilization, direct costs and indirect costs associated with short-term disabilities among patients with psoriasis in the United States.Entities:
Keywords: Comorbidities; Costs; Psoriasis
Mesh:
Year: 2017 PMID: 28482887 PMCID: PMC5422993 DOI: 10.1186/s12913-017-2278-0
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Fig. 1Patient selection scheme. HMO: Health Maintenance Organization; HPM: Health and Productivity Management; ICD: International Classification of Diseases
Patient demographics and comorbidities by severity of psoriasis
| Baseline characteristics in year 2010 | Total | Moderate to severe | Mild |
|
| ( | ( | ( | ||
| Age (years), mean (SD) | 51.63 (14.59) | 51.79 (13.95) | 51.58 (14.79) | <0.0001 |
| Male, n (%) | 28,208 (50.01) | 6717 (49.04) | 21,491 (50.32) | 0.0089 |
| Female (%) | 28,198 (49.99) | 6981 (50.96) | 21,217 (49.68) | |
| Region | ||||
| North East | 10,485 (18.59) | 2478 (18.09) | 8007 (18.75) | 0.3327 |
| North Central | 16,528 (29.30) | 3988 (29.11) | 12,540 (29.36) | |
| South | 20,633 (36.58) | 5076 (37.06) | 15,557 (36.43) | |
| West | 8660 (15.35) | 2129 (15.54) | 6531 (15.29) | |
| Missing | 100 (0.18) | 27 (0.20) | 73 (0.17) | |
| Charlson Comorbidity Index, mean (SD) | 0.38 (0.93) | |||
| Comorbidities, n (%) | Total | Moderate to severe | Mild |
|
| ( | ( | ( | ||
| Psoriatic arthritis | 5557 (9.85) | 2901 (21.18) | 2656 (6.22) | <0.0001 |
| Cardiovascular disease | 9992 (17.71) | 2390 (17.45) | 7602 (17.80) | 0.3476 |
| Depression | 4388 (7.78) | 1161 (8.48) | 3227 (7.56) | 0.0005 |
| Anxiety | 3148 (5.58) | 734 (5.36) | 2414 (5.65) | 0.1923 |
| Diabetes | 8031 (14.24) | 2181 (15.92) | 5850 (13.70) | <0.0001 |
| Hyperlipidemia | 18,911 (33.53) | 4572 (33.38) | 14,339 (33.57) | 0.6703 |
| Hypertension | 19,365 (34.33) | 4775 (34.86) | 14,590 (34.16) | 0.1350 |
| Obesity | 2755 (4.88) | 709 (5.18) | 2046 (4.79) | 0.0687 |
| Cerebrovascular disease | 2122 (3.76) | 462 (3.37) | 1660 (3.89) | 0.0059 |
| Peripheral vascular disease | 2032 (3.60) | 457 (3.34) | 1575 (3.69) | 0.0547 |
| Any of the above comorbiditiesa | 35,644 (63.19) | 9294 (67.85) | 26,350 (61.70) | <0.0001 |
aAny of the above comorbidities means if patients have any of the either comorbidities mentioned above. The percentages do not add up as they are not mutually exclusive
Adjusted incidence rate ratio for healthcare utilization in cohort of psoriasis patients with comorbidities
| Comorbidity | Outpatient visits IRR Estimate | Lower CL | Upper CL |
| Hospitalisation visits IRR Estimate | Lower CL | Upper CL |
| Emergency Room Visits IRR Estimate | Lower CL | Upper CL |
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Psoriatic arthritis | 1.30 | 1.27 | 1.32 | <0.0001 | 1.40 | 1.27 | 1.55 | <0.0001 | 1.36 | 1.26 | 1.46 | <0.0001 |
| Cardiovascular disease | 1.51 | 1.48 | 1.53 | <0.0001 | 2.60 | 2.41 | 2.79 | <0.0001 | 2.34 | 2.22 | 2.48 | <0.0001 |
| Depression | 1.34 | 1.31 | 1.37 | <0.0001 | 2.05 | 1.85 | 2.26 | <0.0001 | 1.99 | 1.85 | 2.14 | <0.0001 |
| Anxiety | 1.36 | 1.33 | 1.39 | <0.0001 | 1.82 | 1.61 | 2.05 | <0.0001 | 2.15 | 1.98 | 2.34 | <0.0001 |
| Diabetes | 1.37 | 1.35 | 1.39 | <0.0001 | 1.93 | 1.79 | 2.08 | <0.0001 | 1.77 | 1.67 | 1.88 | <0.0001 |
| Hyperlipidemia | 1.21 | 1.20 | 1.23 | <0.0001 | 1.09 | 1.02 | 1.16 | 0.0122 | 1.16 | 1.10 | 1.22 | <0.0001 |
| Hypertension | 1.31 | 1.29 | 1.33 | <0.0001 | 1.71 | 1.60 | 1.83 | <0.0001 | 1.63 | 1.56 | 1.72 | <0.0001 |
| Obesity | 1.38 | 1.35 | 1.42 | <0.0001 | 2.17 | 1.93 | 2.45 | <0.0001 | 1.89 | 1.73 | 2.08 | <0.0001 |
| Cerebrovascular disease | 1.41 | 1.37 | 1.46 | <0.0001 | 2.08 | 1.84 | 2.35 | <0.0001 | 2.01 | 1.81 | 2.23 | <0.0001 |
| Peripheral vascular disease | 1.47 | 1.43 | 1.52 | <0.0001 | 2.38 | 2.10 | 2.69 | <0.0001 | 1.95 | 1.75 | 2.16 | <0.0001 |
| Any of the above comorbiditiesa | 1.49 | 1.47 | 1.51 | <0.0001 | 2.03 | 1.87 | 2.19 | <0.0001 | 1.84 | 1.75 | 1.94 | <0.0001 |
Note: For each comorbidity, the reference group is the patients who do not have the respective comorbidity
IRR incidence rate ratio, CL confidence limit
aAny of the above comorbidities means if patients have any of the either comorbidities mentioned above
Data for outpatient visits, hospitalization visits and emergency room visits for each of the comorbidities for the controlled variables are not reported here, but these can be made available upon request
Adjusted annual direct costs ($) by type of comorbidity
| Comorbidity | No. of patients with comorbidity | Adjusted costs for patients with comorbidity | No. of patients without comorbidity | Adjusted costs for patients without comorbidity | Incremental adjusted costs | Lower 95% CL | Upper 95% CL |
|---|---|---|---|---|---|---|---|
| Psoriatic Arthritis | 5557 | 25,035.9 | 50,849 | 13,376.2 | 9914.3 | 9215.8 | 10,612.7 |
| Cardiovascular disease | 9992 | 22,287.1 | 46,414 | 12,853.8 | 8275.1 | 5900.6 | 7630.0 |
| Depression | 4388 | 20,270.7 | 52,018 | 14,040.2 | 6765.3 | 1188.2 | 2081.8 |
| Anxiety | 3148 | 17,569.3 | 53,258 | 14,344.9 | 4181.2 | 6682.3 | 10,090.7 |
| Diabetes | 8031 | 22,052.1 | 48,375 | 13,275.2 | 6911.4 | 6271.3 | 7551.5 |
| Hyperlipidemia | 18,911 | 16,502.7 | 37,495 | 13,527.3 | 1635.0 | 6254.9 | 7024.3 |
| Hypertension | 19,365 | 18,465.9 | 37,041 | 12,464.5 | 4522.3 | 5754.1 | 8255.9 |
| Obesity | 2755 | 20,827.1 | 53,651 | 14,201.2 | 6564.5 | 5419 | 7710.1 |
| Cerebrovascular disease | 2122 | 23,410.0 | 54,284 | 14,177.5 | 7005.0 | 2950.6 | 5411.9 |
| Peripheral vascular disease | 2032 | 24,871.7 | 54,374 | 14,138.2 | 8386.5 | 7461.2 | 9089 |
| Any of the comorbiditiesa | 35,644 | 17,425.8 | 20,762 | 9544.5 | 6639.6 | 4033.5 | 5011.2 |
Note: The adjusted costs were predicted based on the model results using the recycled prediction method [38] for patients with and without comorbidities using the study sample. The incremental adjusted costs are differences in the adjusted costs between patients with and without comorbidities. The 95% CLs were calculated using bootstrapping method for both direct and indirect costs
aAny of the above comorbidities means if patients have any of the either comorbidities mentioned above
Adjusted annual indirect costs ($) due to short-term disabilities by type of comorbidity
| Comorbidity | No. of patients with comorbidity | Adjusted costs for patients with comorbidity | No. of patients without comorbidity | Adjusted costs for patients without comorbidity | Incremental adjusted costs | Lower 95% CL | Upper 95% CL |
|---|---|---|---|---|---|---|---|
| Psoriatic arthritis | 516 | 1346.7 | 5362 | 860.0 | 403.5 | −44.9 | 852.0 |
| Cardiovascular disease | 543 | 1635.0 | 5335 | 828.2 | 817.8 | 314.1 | 1321.6 |
| Depression | 355 | 2112.7 | 5523 | 825.0 | 996.6 | 431.6 | 1561.6 |
| Anxiety | 267 | 1344.2 | 5611 | 881.8 | 267.8 | −300.9 | 832.8 |
| Diabetes | 570 | 1816.3 | 5308 | 804.7 | 928.0 | 400.1 | 1456.0 |
| Hyperlipidemia | 1624 | 1163.2 | 4254 | 803.3 | 356.5 | 70.0 | 643.0 |
| Hypertension | 1373 | 1319.0 | 4505 | 775.9 | 576.5 | 233.7 | 919.3 |
| Obesity | 189 | 2293.4 | 5689 | 856.6 | 1195.1 | 16.1 | 2374.1 |
| Cerebrovascular disease | 81 | 2501.5 | 5797 | 880.4 | 1333.1 | −181.1 | 2847.2 |
| Peripheral vascular disease | 64 | 1912.2 | 5814 | 891.6 | 994.9 | −789.2 | 2779.0 |
| Any of the abovea | 3123 | 1191.9 | 2755 | 575.0 | 614.1 | 390.0 | 838.2 |
Note: The adjusted costs were predicted based on the model results using the recycled prediction method [38] for patients with and without comorbidities using the study sample. The incremental adjusted costs are differences in the adjusted costs between patients with and without comorbidities. The 95% CLs were calculated using bootstrapping method for both direct and indirect costs
aAny of the above comorbidities means if patients have any of the either comorbidities mentioned above