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. Author manuscript; available in PMC: 2018 Sep 17.
Published in final edited form as: Am Econ J Econ Policy. 2018 Aug;10(3):122–153. doi: 10.1257/pol.20160355

Table 2.

Elasticity estimates for ten largest common drugs and therapeutic classes

Therapeutic Class (1) Drug example (2) Claim share (3) %3Q (4) %3OOP (5) Estimated elasticity (6)
HMG-CoA Reductase Inhibitors Lipitor 0.077 −31.9 136.1 −0.23 (0.002)
beta-Adrenergic Blocking Agents Propranolol 0.067 −17.5 125.5 −0.14 (0.003)
Angiotensin-Converting Enzyme Inhibitors Lisinopril 0.047 −14.1 87.7 −0.16 (0.007)
Thiazide Diuretics Diuril 0.045 −27.0 84.2 −0.32 (0.006)
Thyroid Agents Levothyroxine 0.038 −18.1 21.4 −0.85 (0.029)
Dihydropyridines Amlodipine 0.031 −19.5 138.0 −0.14 (0.004)
Proton-pump Inhibitors Omeprazole 0.030 −26.6 243.0 −0.11 (0.002)
Selective Serotonin-reuptake Inhibitors Prozac 0.023 −16.4 111.5 −0.15 (0.005)
Angiotensin II Receptor Antagonists Losartan 0.022 −29.3 74.8 −0.39 (0.008)
Opiate Agonists Morphine 0.022 −5.5 131.9 −0.04 (0.007)
Drug name (1) Brand/Generic (2) Claim share (3) %3Q (4) %3OOP (5) Estimated elasticity (6)
Simvastatin Generic 0.034 −10.8 110.8 −0.10 (0.006)
Lisinopril Generic 0.028 −12.6 57.3 −0.22 (0.014)
Atorvastatincalcium Brand 0.022 −48.3 143.3 −0.34 (0.003)
Levothyroxinesodium Brand 0.021 −21.6 13.9 −1.56 (0.056)
Levothyroxinesodium Generic 0.018 −13.9 38.8 −0.36 (0.027)
Amlodipinebesylate Generic 0.018 −17.5 123.5 −0.14 (0.007)
Omeprazole Generic 0.017 −24.3 242.9 −0.10 (0.003)
Warfarinsodium Generic 0.017 −19.2 82.8 −0.23 (0.011)
Hydrocodonebitartrateandac Generic 0.017 −3.7 98.5 −0.04 (0.011)
Hydrochlorothiazide Generic 0.016 −20.4 38.1 −0.54 (0.025)

Table reports the estimated elasticities for the ten most frequently claimed therapeutic classes (top panel) and drugs (bottom panel). Column (3) reports the share of each class’ claims in the baseline sample. Column (4) reports the estimated percentage change in the observed (relative to the predicted) claim propensity in December for individuals who enter the donut hole. Column (5) reports the associated percentage change in the out-of-pocket price. Elasticities -- reported in clumn (6) -- are then estimated based on equation (1), with standard errors in parenthesis (based on 100 bootstrap samples from which we estimate the change in claim propensity). See Section II for more details.