Table 2.
Base-Case Model Inputs*
Characteristic | Base- Case Value |
Range for Sensitivity Analysis |
Distribution for Probabilistic Sensitivity Analysis |
References |
---|---|---|---|---|
Starting age, y | 63 | 40 to 70 | Normal | 21–31, 37 |
Hazard ratio (survival in patients with
diabetic retinopathy) |
2.20 | 1.36 to 3.60 | Truncated normal (minimum of 1) |
69 – 71 |
Complication risks | ||||
Arterial thromboembolic event | ||||
VEGF inhibitor (annual probability) | 0.016 | 0.004 to 0.033 | β | 21–31, 38–48, 72, 73 |
Triamcinolone (annual probability) | 0.014 | 0.004 to 0.054 | β | 21–31, 38–48, 72, 73 |
Laser (annual probability) | 0.014 | 0.006 to 0.054 | β | 21–31, 38–48, 72, 73 |
Not receiving treatment (annual probability) |
0.014 | 0.006 to 0.054 | β | 21–31, 38–48, 72, 73 |
Mild to moderate glaucoma | ||||
VEGF inhibitor (annual probability) | 0.050 | 0.04 to 0.06 | β | 21–31, 38–48, 72–74 |
Triamcinolone (annual probability) | 0.450 | 0.40 to 0.50 | β | 21–31, 38–48, 72–74 |
Laser (annual probability) | 0.046 | 0.03 to 0.06 | β | 21–31, 38–48, 72–74 |
Not receiving treatment (annual probability) |
0.046 | 0.03 to 0.06 | β | 21–31, 38–48, 72–74 |
Severe/uncontrolled glaucoma (from mild to moderate glaucoma) |
||||
VEGF inhibitor (annual probability) | 0.050 | 0.00 to 0.20 | β | Clinical assumption |
Triamcinolone (annual probability) | 0.050 | 0.00 to 0.20 | β | Clinical assumption |
Laser (annual probability) | 0.050 | 0.00 to 0.20 | β | Clinical assumption |
Not receiving treatment (annual probability) |
0.050 | 0.00 to 0.20 | β | Clinical assumption |
Cataract | ||||
VEGF inhibitor (annual probability) | 0.067 | 0.05 to 0.07 | β | 21–31, 38–48, 72–74 |
Triamcinolone (annual probability) | 0.314 | 0.15 to 0.33 | β | 21–31, 38–48, 72–74 |
Laser (annual probability) | 0.062 | 0.05 to 0.07 | β | 21–31, 38–48, 72–74 |
Not on treatment (annual probability) |
0.062 | 0.05 to 0.07 | β | 21–31, 38–48, 72–74 |
Other major complications | ||||
VEGF inhibitor (probability per injection) |
0.004 | 0.000 to 0.004 | β | 21–31, 38–48, 72–74† |
Triamcinolone (probability per injection) |
0.004 | 0.000 to 0.004 | β | 21–31, 38–48, 72–74† |
Laser (probability per treatment) | 0.020 | 0.000 to 0.050 | β | 21–31, 38–48, 72–74† |
Not receiving treatment (probability per month) |
0.000 | By definition | NA | NA |
Other minor complications | ||||
VEGF inhibitor (probability per injection) |
0.059 | 0.00 to 0.08 | β | 21–31, 38–48, 72–74 |
Triamcinolone (probability per injection) |
0.100 | 0.00 to 0.15 | β | 21–31, 38–48, 72–74 |
Laser (probability per treatment) | 0.090 | 0.00 to 0.15 | β | 21–31, 38–48, 72–74 |
Not receiving treatment (probability per month) |
0.000 | By definition | NA | NA |
Direct costs, $ | ||||
Examinations and testing | ||||
Initial office visit | 141.2 7 |
103.80 to 141.27 |
Normal | 7, 8 |
Follow-up office visit | 87.21 | 87.21 to 105.28 |
Normal | 7, 8 |
OCT | 99.34 | 90.00 to 110.00 |
Normal | 7, 8 |
Fundus photography | 133.1 9 |
115.00 to 145.00 |
Normal | 7, 8 |
FA | 252.9 3 |
225.00 to 275.00 |
Normal | 7, 8 |
Treatment (per-treatment cost) | ||||
VEGF inhibitor | ||||
Ranibizumab (0.3 mg) | 1194 00 |
1194.00 to 2437.00 |
Normal | 7, 9, 10 |
Bevacizumab (1.25 mg) | 42.58 .00 |
40.00 to 60.00 | Normal | 10 |
VEGF Trap-Eye (2 mg) | 1961. 00 |
1800.00 to 2000.00 |
Normal | 36 |
VEGF Trap-Eye (0.5 mg) | 490.0 0 |
400.00 to 600.00 |
Normal | 36 |
Triamcinolone (4 mg) | 136.7 4 |
120.00 to 150.00 |
Normal | 11 |
Laser | 393.3 5 |
360.00 to 420.00 |
Normal | 8 |
Complications | ||||
Arterial thromboembolic events | ||||
Acute cost, $ | 13 263.0 0 |
4900.00 to 49 000.00 |
Truncated normal‡ | 75 † |
Recurrent cost, $/mo | 4514 00 |
130.00 to 21 600.00 |
Truncated normal‡ | 75 † |
Endophthalmitis, $ | ||||
Intravitreal injection | 309.8 9 |
250.00 to 350.00 |
Truncated normal‡ | 7, 8 |
Antibiotics | 5.37 | 5.37 to 50.00 | Truncated normal‡ | 7, 9 |
Vitrectomy | 3300. 00 |
3300.00 to 3500.00 |
Truncated normal‡ | 7, 8 |
Major complications, $ | ||||
Average for injection | 2000. 00 |
0.00 to 3700.00 |
Truncated normal‡ | 7, 8 |
Average for laser | 500.0 0 |
0.00 to 600.00 | Truncated normal‡ | 7, 8 |
Glaucoma, $ | ||||
Eye drops | 50.00 | 20.00 to 300.00 |
Truncated normal‡ | 7, 9 |
Trabeculectomy | 2194. 00 |
2000.00 to 2400.00 |
Normal | 7, 8 |
Selective laser trabeculoplasty | 503.5 9 |
400.00 to 600.00 |
Normal | 7, 8 |
Cataract, $ | 2021. 00 |
1820 to 2220 | Normal | 7, 8 |
Minor complication, $ | 50.00 | 0.00 to 100.00 | γ | 7, 8 |
Indirect (time) costs, $ | ||||
Annual costs of blindness§ | ||||
Visual acuity 1 | 0.00 | 0.00 | NA | 56, 59, 60 |
Visual acuity 2 | 0.00 | 0.00 to 500.00 | Truncated normal‡ | 56, 59, 60 |
Visual acuity 3 | 0.00 | 0.00 to 1000.00 |
Truncated normal‡ | 56, 59, 60 |
Visual acuity 4 | 2867. 00 |
1000.00 to 5000.00 |
Truncated normal‡ | 56, 59, 60 |
Visual acuity 5 | 2867. 00 |
1000.00 to 5500.00 |
Truncated normal‡ | 56, 59, 60 |
Visual acuity 6 | 4315. 00 |
1500.00 to 6000.00 |
Truncated normal‡ | 56, 59, 60 |
Annual caregiver costs∥ | ||||
Visual acuity 1 | 267.4 1 |
0.00 to 500.00 | Truncated normal‡ | 61, 62 |
Visual acuity 2 | 1621. 00 |
0.00 to 2000.00 |
Normal | 61, 62 |
Visual acuity 3 | 4308. 00 |
2000.00 to 6000.00 |
Normal | 61, 62 |
Visual acuity 4 | 4308. 00 |
2000.00 to 7000.00 |
Normal | 61, 62 |
Visual acuity 5 | 13 727.0 0 |
8000.00 to 15 000.00 |
Normal | 61, 62 |
Visual acuity 6 | 19 991.0 0 |
10 000.00 to 25 000.00 |
Normal | 61, 62 |
Utility estimates ¶ | ||||
DME alone | ||||
Visual acuity 1 | 0.80 | 0.76 to 0.92 | β | 58 |
Visual acuity 2 | 0.70 | 0.69 to 0.92 | β | 58 |
Visual acuity 3 | 0.66 | 0.66 to 0.92 | β | 58 |
Visual acuity 4 | 0.61 | 0.59 to 0.84 | β | 58 |
Visual acuity 5 | 0.57 | 0.57 to 0.78 | β | 58 |
Visual acuity 6 | 0.53 | 0.55 to 0.71 | β | 58 |
Arterial thromboembolic event | ||||
Acute utility decrement | −0.42 | −0.24 to −0.90 | β | 75 † |
Recurrent utility decrement | −0.29 | −0.04 to −1.00 | β | 75 † |
Other major complications | ||||
Acute decrement | −0.60 | −0.30 to −0.70 | β | 76†, clinical assumption |
Glaucoma (recurrent decrement) | ||||
Controlled/mild | −0.05 | 0.00 to −0.20 | β | 77 † |
Uncontrolled/severe | −0.10 | 0.00 to −0.35 | β | 77 † |
Cataract | ||||
Acute decrement | −0.20 | 0.00 to −0.50 | β | 77 † |
Other minor complications | ||||
Acute decrement | −0.05 | 0.00 to −0.20 | β | Clinical assumption |
DME = diabetic macular edema; FA= fluorescein angiography; NA = not applicable; OCT = optical coherence tomography; VEGF = vascular endothelial growth factor.
Costs are reported in 2010 U.S. dollars
Additional references in Supplement (available at www.annals.org).
In cases where values on a normal distribution would fall below 0, the distribution was truncated to a minimum value of 0.
Costs of blindness were obtained from reference 60. Estimates were derived from the costs of any Medicare service not related to eye care or performed by an ophthalmologist/optometrist on the basis of Medicare claims data. Costs were adjusted for potential confounders via multivariate regression modeling and calculated as the amount in excess of non–eye-related costs with normal vision. Highlighted costs of blindness included injury, depression, and skilled nursing/long-term care facility utilization.
Caregiver costs were obtained from reference 61. Estimated hours per week of caregiver assistance were based on results of the Age-Related Macular Degeneration Health and Impact Questionnaire administered to a sample of age-related patients with macular degeneration. The cost of caregiver time was calculated as forfeited wages, from Consumer Price Index–adjusted U.S. Bureau of Labor Statistics hourly nonfarm, nonsupervisory seasonally adjusted wages (62).
Utility decrements represent the amount by which the quality-of-life utility in a given state is lessened because of a complication. In the case of an acute decrement, the amount shown is subtracted from quality of life only in the cycle (month) in which the complication occurs; a recurrent decrement is applied every month (for complications with chronic effects, such as glaucoma or stroke).