Frequencies for pdp2018 dataset : by Jean Roth , jroth@nber.org , 10 Sep 2018 Frequencies for state variable in pdp2018 dataset : State | Freq. Percent Cum. -------------------------+----------------------------------- | 1 0.08 0.08 Alabama | 25 2.11 2.19 Alaska | 19 1.60 3.79 American Samoa | 1 0.08 3.88 Arizona | 23 1.94 5.82 Arkansas | 21 1.77 7.59 California | 25 2.11 9.70 Colorado | 24 2.02 11.72 Connecticut | 22 1.85 13.58 Delaware | 21 1.77 15.35 Florida | 21 1.77 17.12 Georgia | 24 2.02 19.14 Guam | 3 0.25 19.39 Hawaii | 20 1.69 21.08 Idaho | 25 2.11 23.19 Illinois | 24 2.02 25.21 Indiana | 24 2.02 27.23 Iowa | 23 1.94 29.17 Kansas | 23 1.94 31.11 Kentucky | 24 2.02 33.14 Louisiana | 21 1.77 34.91 Maine | 24 2.02 36.93 Maryland | 21 1.77 38.70 Massachusetts | 22 1.85 40.56 Michigan | 24 2.02 42.58 Minnesota | 23 1.94 44.52 Mississippi | 20 1.69 46.21 Missouri | 24 2.02 48.23 Montana | 23 1.94 50.17 Nebraska | 23 1.94 52.11 Nevada | 24 2.02 54.13 New Hampshire | 24 2.02 56.16 New Jersey | 22 1.85 58.01 New Mexico | 24 2.02 60.03 New York | 20 1.69 61.72 North Carolina | 24 2.02 63.74 North Dakota | 23 1.94 65.68 Northern Mariana Islands | 2 0.17 65.85 Ohio | 23 1.94 67.79 Oklahoma | 23 1.94 69.73 Oregon | 22 1.85 71.59 Pennsylvania | 26 2.19 73.78 Puerto Rico | 6 0.51 74.28 Rhode Island | 22 1.85 76.14 South Carolina | 22 1.85 77.99 South Dakota | 23 1.94 79.93 Tennessee | 25 2.11 82.04 Texas | 24 2.02 84.06 Utah | 25 2.11 86.17 Vermont | 22 1.85 88.03 Virgin Islands | 1 0.08 88.11 Virginia | 24 2.02 90.13 Washington | 22 1.85 91.99 Washington D.C. | 21 1.77 93.76 West Virginia | 26 2.19 95.95 Wisconsin | 25 2.11 98.06 Wyoming | 23 1.94 100.00 -------------------------+----------------------------------- Total | 1,186 100.00 Frequencies for companyname variable in pdp2018 dataset : Company Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- | 1 0.08 0.08 Aetna Medicare | 79 6.66 6.75 Anthem Blue Cross Life and Health Ins.. | 3 0.25 7.00 Anthem Blue Cross and Blue Shield | 32 2.70 9.70 Asuris Northwest Health | 4 0.34 10.03 Avalon Insurance Company | 4 0.34 10.37 Blue Cross & Blue Shield of Rhode Isl.. | 2 0.17 10.54 Blue Cross Blue Shield of Georgia | 3 0.25 10.79 Blue Cross Blue Shield of Michigan | 2 0.17 10.96 Blue Cross Blue Shield of North Dakota | 2 0.17 11.13 Blue Cross Blue Shield of South Carol.. | 2 0.17 11.30 Blue Cross Blue Shield of Wyoming | 2 0.17 11.47 Blue Cross and Blue Shield of Alabama | 2 0.17 11.64 Blue Cross and Blue Shield of Arizona | 2 0.17 11.80 Blue Cross and Blue Shield of Massach.. | 2 0.17 11.97 Blue Cross and Blue Shield of Minnesota | 2 0.17 12.14 Blue Cross and Blue Shield of Montana | 2 0.17 12.31 Blue Cross and Blue Shield of Nebraska | 2 0.17 12.48 Blue Cross and Blue Shield of North C.. | 2 0.17 12.65 Blue Cross and Blue Shield of Vermont | 2 0.17 12.82 Blue MedicareRx | 3 0.25 13.07 Blue Shield of California | 2 0.17 13.24 Cigna-HealthSpring Rx | 102 8.60 21.84 EMI Health | 4 0.34 22.18 EnvisionRx Plus | 53 4.47 26.64 Express Scripts Medicare | 155 13.07 39.71 Farm Bureau Health Plans | 2 0.17 39.88 First Health Part D | 74 6.24 46.12 Florida Blue | 2 0.17 46.29 HISC - Blue Cross Blue Shield of Illi.. | 3 0.25 46.54 HISC - Blue Cross Blue Shield of New .. | 3 0.25 46.80 HISC - Blue Cross Blue Shield of Okla.. | 3 0.25 47.05 HISC - Blue Cross Blue Shield of Texas | 3 0.25 47.30 Highmark Health Insurance Company | 4 0.34 47.64 Horizon Blue Cross Blue Shield of New.. | 2 0.17 47.81 Humana Insurance Company | 150 12.65 60.46 Humana Insurance Company of New York | 3 0.25 60.71 Humana Insurance of Puerto Rico, Inc. | 2 0.17 60.88 MII Life, Inc. | 4 0.34 61.21 Magellan Rx Medicare | 33 2.78 64.00 Members Health Insurance Company | 2 0.17 64.17 Regence BlueCross BlueShield of Utah | 2 0.17 64.33 Regence BlueShield of Idaho | 2 0.17 64.50 Senior Care Plus | 1 0.08 64.59 SilverScript | 101 8.52 73.10 TakeCare Insurance Company, Inc. | 2 0.17 73.27 UTIC Insurance Company | 2 0.17 73.44 UnitedHealthcare | 207 17.45 90.89 WPS Health Insurance | 2 0.17 91.06 WellCare | 102 8.60 99.66 Wellmark Blue Cross Blue Shield of So.. | 2 0.17 99.83 Wellmark Blue Cross and Blue Shield o.. | 2 0.17 100.00 ----------------------------------------+----------------------------------- Total | 1,186 100.00 Frequencies for planname variable in pdp2018 dataset : Plan Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- | 1 0.08 0.08 AARP MedicareRx Preferred (PDP) | 56 4.72 4.81 AARP MedicareRx Saver Plus (PDP) | 51 4.30 9.11 AARP MedicareRx Walgreens (PDP) | 51 4.30 13.41 Aetna Medicare Rx Saver (PDP) | 51 4.30 17.71 Aetna Medicare Rx Select (PDP) | 28 2.36 20.07 Anthem Blue Cross MedicareRx Gold (PDP) | 1 0.08 20.15 Anthem Blue Cross MedicareRx Plus (PDP) | 1 0.08 20.24 Anthem Blue Cross MedicareRx Standard.. | 1 0.08 20.32 Anthem Blue MedicareRx Plus (PDP) | 9 0.76 21.08 Anthem Blue MedicareRx Premier (PDP) | 9 0.76 21.84 Anthem Blue MedicareRx Standard (PDP) | 9 0.76 22.60 Asuris Medicare Script Basic (PDP) | 2 0.17 22.77 Asuris Medicare Script Enhanced (PDP) | 2 0.17 22.93 BCBSGa Blue MedicareRx Plus (PDP) | 1 0.08 23.02 BCBSGa Blue MedicareRx Premier (PDP) | 1 0.08 23.10 BCBSGa Blue MedicareRx Standard (PDP) | 1 0.08 23.19 Basic Blue Rx (PDP) | 4 0.34 23.52 Blue Cross MedicareRx Basic (PDP) | 4 0.34 23.86 Blue Cross MedicareRx Plus (PDP) | 4 0.34 24.20 Blue Cross MedicareRx Value (PDP) | 4 0.34 24.54 Blue Medicare Rx Enhanced (PDP) | 1 0.08 24.62 Blue Medicare Rx Standard (PDP) | 1 0.08 24.70 Blue MedicareRx Enhanced (PDP) | 1 0.08 24.79 Blue MedicareRx Plus (PDP) | 2 0.17 24.96 Blue MedicareRx Premier (PDP) | 6 0.51 25.46 Blue MedicareRx Value (PDP) | 3 0.25 25.72 Blue MedicareRx Value Plus (PDP) | 4 0.34 26.05 Blue Rx PDP Complete (PDP) | 2 0.17 26.22 Blue Rx PDP Plus (PDP) | 2 0.17 26.39 Blue Shield Rx Enhanced (PDP) | 1 0.08 26.48 Blue Shield Rx Plus (PDP) | 1 0.08 26.56 BlueCross Rx Plus (PDP) | 1 0.08 26.64 BlueCross Rx Value (PDP) | 1 0.08 26.73 BlueMedicare Complete Rx (PDP) | 1 0.08 26.81 BlueMedicare Premier Rx (PDP) | 1 0.08 26.90 BlueRx Option I (PDP) | 2 0.17 27.07 BlueRx Option II (PDP) | 2 0.17 27.23 Cigna-HealthSpring Rx Secure (PDP) | 51 4.30 31.53 Cigna-HealthSpring Rx Secure-Extra (P.. | 51 4.30 35.83 Educators Rx Advantage (PDP) | 2 0.17 36.00 Educators Rx Basic (PDP) | 2 0.17 36.17 EnvisionRxPlus (PDP) | 53 4.47 40.64 Express Scripts Medicare - Choice (PDP) | 51 4.30 44.94 Express Scripts Medicare - Saver (PDP) | 52 4.38 49.33 Express Scripts Medicare - Value (PDP) | 52 4.38 53.71 Farm Bureau Essential Rx (PDP) | 2 0.17 53.88 Farm Bureau Select Rx (PDP) | 2 0.17 54.05 First Health Part D Premier Plus (PDP) | 23 1.94 55.99 First Health Part D Value Plus (PDP) | 51 4.30 60.29 Horizon Medicare Blue Rx Enhanced (PDP) | 1 0.08 60.37 Horizon Medicare Blue Rx Standard (PDP) | 1 0.08 60.46 Humana Enhanced (PDP) | 52 4.38 64.84 Humana Preferred Rx Plan (PDP) | 52 4.38 69.22 Humana Walmart Rx Plan (PDP) | 51 4.30 73.52 Magellan Rx Medicare Basic (PDP) | 33 2.78 76.31 MedicareBlue Rx Premier (PDP) | 7 0.59 76.90 MedicareBlue Rx Standard (PDP) | 7 0.59 77.49 Prescription Blue Option A (PDP) | 1 0.08 77.57 Prescription Blue Option B (PDP) | 1 0.08 77.66 Regence Medicare Script Basic (PDP) | 2 0.17 77.82 Regence Medicare Script Enhanced (PDP) | 2 0.17 77.99 SecureRx - Option 1 (PDP) | 2 0.17 78.16 SecureRx - Option 3 (PDP) | 2 0.17 78.33 Senior Care Plus: Medicare Rx Standar.. | 1 0.08 78.41 SilverScript Choice (PDP) | 51 4.30 82.72 SilverScript Plus (PDP) | 50 4.22 86.93 Symphonix Value Rx (PDP) | 49 4.13 91.06 TakeCare RX Plus (PDP) | 2 0.17 91.23 WPS MedicareRx Plan 1 (PDP) | 1 0.08 91.32 WPS MedicareRx Plan 2 (PDP) | 1 0.08 91.40 WellCare Classic (PDP) | 51 4.30 95.70 WellCare Extra (PDP) | 46 3.88 99.58 WellCare Value Script (PDP) | 5 0.42 100.00 ----------------------------------------+----------------------------------- Total | 1,186 100.00 Frequencies for benefittype variable in pdp2018 dataset : Benefit | Type | Freq. Percent Cum. ------------+----------------------------------- | 1 0.08 0.08 Basic | 556 46.88 46.96 Enhanced | 629 53.04 100.00 ------------+----------------------------------- Total | 1,186 100.00 Frequencies for zerodollarpremiumwithfulllo variable in pdp2018 dataset : $0 Premium | with Full | Low-Income | Subsidy? | Freq. Percent Cum. ------------+----------------------------------- | 855 72.09 72.09 x | 331 27.91 100.00 ------------+----------------------------------- Total | 1,186 100.00 Frequencies for monthlydrugpremium variable in pdp2018 dataset : Monthly | Drug | Premium | Freq. Percent Cum. ------------+----------------------------------- 5.8 | 1 0.08 0.08 11.1 | 1 0.08 0.17 12.6 | 20 1.69 1.85 12.7 | 1 0.08 1.94 16.4 | 1 0.08 2.02 16.7 | 3 0.25 2.28 16.8 | 1 0.08 2.36 17.4 | 1 0.08 2.45 17.7 | 19 1.60 4.05 17.8 | 1 0.08 4.13 18.4 | 3 0.25 4.38 18.5 | 1 0.08 4.47 18.9 | 1 0.08 4.55 19.6 | 1 0.08 4.64 19.7 | 3 0.25 4.89 20.2 | 1 0.08 4.97 20.4 | 48 4.05 9.02 20.5 | 1 0.08 9.11 20.7 | 2 0.17 9.27 21.1 | 2 0.17 9.44 21.2 | 2 0.17 9.61 21.4 | 1 0.08 9.70 21.5 | 1 0.08 9.78 21.6 | 1 0.08 9.87 21.8 | 1 0.08 9.95 22.3 | 1 0.08 10.03 22.5 | 5 0.42 10.46 22.6 | 44 3.71 14.17 22.7 | 1 0.08 14.25 22.8 | 1 0.08 14.33 23 | 1 0.08 14.42 23.1 | 1 0.08 14.50 23.3 | 1 0.08 14.59 23.4 | 5 0.42 15.01 23.5 | 1 0.08 15.09 23.7 | 1 0.08 15.18 23.8 | 2 0.17 15.35 23.9 | 2 0.17 15.51 24 | 5 0.42 15.94 24.1 | 2 0.17 16.10 24.2 | 1 0.08 16.19 24.3 | 2 0.17 16.36 24.4 | 3 0.25 16.61 24.5 | 1 0.08 16.69 24.7 | 2 0.17 16.86 24.8 | 1 0.08 16.95 24.9 | 1 0.08 17.03 25 | 2 0.17 17.20 25.1 | 3 0.25 17.45 25.4 | 6 0.51 17.96 25.5 | 3 0.25 18.21 25.6 | 1 0.08 18.30 25.7 | 1 0.08 18.38 25.8 | 3 0.25 18.63 26 | 4 0.34 18.97 26.1 | 1 0.08 19.06 26.4 | 10 0.84 19.90 26.6 | 2 0.17 20.07 26.7 | 24 2.02 22.09 26.8 | 21 1.77 23.86 26.9 | 1 0.08 23.95 27 | 6 0.51 24.45 27.2 | 3 0.25 24.70 27.3 | 2 0.17 24.87 27.4 | 1 0.08 24.96 27.5 | 1 0.08 25.04 27.8 | 2 0.17 25.21 28 | 4 0.34 25.55 28.1 | 3 0.25 25.80 28.2 | 1 0.08 25.89 28.3 | 1 0.08 25.97 28.4 | 1 0.08 26.05 28.5 | 5 0.42 26.48 28.6 | 1 0.08 26.56 28.7 | 3 0.25 26.81 28.8 | 11 0.93 27.74 28.9 | 5 0.42 28.16 29.1 | 2 0.17 28.33 29.3 | 1 0.08 28.41 29.4 | 6 0.51 28.92 29.5 | 8 0.67 29.60 29.6 | 6 0.51 30.10 29.7 | 1 0.08 30.19 29.8 | 5 0.42 30.61 29.9 | 9 0.76 31.37 30 | 3 0.25 31.62 30.1 | 2 0.17 31.79 30.2 | 2 0.17 31.96 30.3 | 7 0.59 32.55 30.4 | 6 0.51 33.05 30.5 | 1 0.08 33.14 30.6 | 2 0.17 33.31 30.7 | 8 0.67 33.98 30.8 | 1 0.08 34.06 30.9 | 3 0.25 34.32 31.1 | 4 0.34 34.65 31.2 | 1 0.08 34.74 31.3 | 8 0.67 35.41 31.4 | 2 0.17 35.58 31.5 | 6 0.51 36.09 31.6 | 1 0.08 36.17 31.7 | 10 0.84 37.02 31.8 | 1 0.08 37.10 31.9 | 7 0.59 37.69 32 | 1 0.08 37.77 32.4 | 1 0.08 37.86 32.5 | 2 0.17 38.03 32.6 | 8 0.67 38.70 32.7 | 2 0.17 38.87 32.8 | 2 0.17 39.04 32.9 | 1 0.08 39.12 33 | 2 0.17 39.29 33.1 | 1 0.08 39.38 33.2 | 5 0.42 39.80 33.3 | 1 0.08 39.88 33.4 | 4 0.34 40.22 33.6 | 2 0.17 40.39 33.8 | 1 0.08 40.47 33.9 | 2 0.17 40.64 34 | 1 0.08 40.73 34.2 | 1 0.08 40.81 34.3 | 1 0.08 40.89 34.4 | 1 0.08 40.98 34.6 | 5 0.42 41.40 34.7 | 1 0.08 41.48 34.9 | 1 0.08 41.57 35 | 5 0.42 41.99 35.7 | 1 0.08 42.07 36.2 | 2 0.17 42.24 36.3 | 2 0.17 42.41 36.4 | 2 0.17 42.58 36.8 | 1 0.08 42.66 36.9 | 2 0.17 42.83 37 | 1 0.08 42.92 37.1 | 1 0.08 43.00 37.2 | 3 0.25 43.25 37.3 | 2 0.17 43.42 37.4 | 10 0.84 44.27 37.5 | 4 0.34 44.60 37.7 | 3 0.25 44.86 37.8 | 4 0.34 45.19 38.1 | 3 0.25 45.45 38.2 | 4 0.34 45.78 38.4 | 1 0.08 45.87 38.6 | 2 0.17 46.04 38.8 | 1 0.08 46.12 39 | 1 0.08 46.21 39.4 | 1 0.08 46.29 39.8 | 3 0.25 46.54 40 | 2 0.17 46.71 40.3 | 2 0.17 46.88 40.5 | 1 0.08 46.96 40.8 | 4 0.34 47.30 41 | 1 0.08 47.39 41.1 | 1 0.08 47.47 41.3 | 2 0.17 47.64 41.7 | 1 0.08 47.72 41.9 | 1 0.08 47.81 42 | 1 0.08 47.89 42.1 | 1 0.08 47.98 42.5 | 1 0.08 48.06 43.1 | 1 0.08 48.15 44.2 | 1 0.08 48.23 44.8 | 3 0.25 48.48 45.2 | 1 0.08 48.57 45.5 | 2 0.17 48.74 45.6 | 1 0.08 48.82 45.7 | 2 0.17 48.99 45.8 | 1 0.08 49.07 46 | 1 0.08 49.16 46.1 | 1 0.08 49.24 46.2 | 5 0.42 49.66 46.3 | 5 0.42 50.08 46.4 | 1 0.08 50.17 46.5 | 3 0.25 50.42 46.6 | 4 0.34 50.76 46.7 | 1 0.08 50.84 46.8 | 1 0.08 50.93 47.1 | 2 0.17 51.10 47.2 | 3 0.25 51.35 47.3 | 1 0.08 51.43 47.6 | 1 0.08 51.52 47.7 | 2 0.17 51.69 47.8 | 1 0.08 51.77 47.9 | 1 0.08 51.85 48.1 | 2 0.17 52.02 48.2 | 2 0.17 52.19 48.4 | 1 0.08 52.28 48.5 | 7 0.59 52.87 49 | 1 0.08 52.95 49.4 | 10 0.84 53.79 49.6 | 3 0.25 54.05 50 | 1 0.08 54.13 50.2 | 1 0.08 54.22 50.5 | 1 0.08 54.30 50.9 | 1 0.08 54.38 51 | 2 0.17 54.55 51.3 | 9 0.76 55.31 52 | 1 0.08 55.40 52.1 | 1 0.08 55.48 52.2 | 3 0.25 55.73 52.7 | 2 0.17 55.90 52.9 | 5 0.42 56.32 53 | 1 0.08 56.41 53.1 | 5 0.42 56.83 53.2 | 4 0.34 57.17 53.3 | 3 0.25 57.42 53.5 | 1 0.08 57.50 54.3 | 2 0.17 57.67 54.5 | 4 0.34 58.01 54.6 | 8 0.67 58.68 54.9 | 1 0.08 58.77 55 | 1 0.08 58.85 55.1 | 4 0.34 59.19 55.2 | 2 0.17 59.36 55.3 | 1 0.08 59.44 55.4 | 5 0.42 59.87 55.5 | 1 0.08 59.95 55.7 | 1 0.08 60.03 55.8 | 1 0.08 60.12 56.1 | 2 0.17 60.29 56.2 | 29 2.45 62.73 56.3 | 21 1.77 64.50 56.6 | 1 0.08 64.59 56.7 | 1 0.08 64.67 56.8 | 1 0.08 64.76 57 | 3 0.25 65.01 57.3 | 3 0.25 65.26 57.9 | 8 0.67 65.94 58.1 | 2 0.17 66.10 58.3 | 4 0.34 66.44 58.5 | 1 0.08 66.53 59.4 | 2 0.17 66.69 59.6 | 1 0.08 66.78 59.7 | 1 0.08 66.86 59.8 | 1 0.08 66.95 60 | 1 0.08 67.03 61.3 | 1 0.08 67.12 61.9 | 1 0.08 67.20 62 | 1 0.08 67.28 62.1 | 1 0.08 67.37 62.3 | 1 0.08 67.45 62.5 | 1 0.08 67.54 62.9 | 1 0.08 67.62 63.2 | 1 0.08 67.71 63.3 | 1 0.08 67.79 63.4 | 2 0.17 67.96 63.6 | 2 0.17 68.13 63.7 | 1 0.08 68.21 63.8 | 5 0.42 68.63 64.1 | 5 0.42 69.06 64.5 | 1 0.08 69.14 65.2 | 4 0.34 69.48 65.3 | 1 0.08 69.56 65.5 | 1 0.08 69.65 65.6 | 2 0.17 69.81 65.8 | 1 0.08 69.90 66 | 1 0.08 69.98 66.4 | 7 0.59 70.57 66.5 | 1 0.08 70.66 66.7 | 1 0.08 70.74 67.2 | 2 0.17 70.91 67.3 | 1 0.08 70.99 67.9 | 1 0.08 71.08 68 | 2 0.17 71.25 68.1 | 2 0.17 71.42 68.3 | 1 0.08 71.50 68.4 | 1 0.08 71.59 68.5 | 1 0.08 71.67 68.8 | 1 0.08 71.75 69.1 | 2 0.17 71.92 69.2 | 1 0.08 72.01 69.5 | 1 0.08 72.09 69.8 | 1 0.08 72.18 69.9 | 1 0.08 72.26 70 | 1 0.08 72.34 70.2 | 1 0.08 72.43 70.6 | 4 0.34 72.77 70.7 | 7 0.59 73.36 70.9 | 4 0.34 73.69 71 | 4 0.34 74.03 71.4 | 1 0.08 74.11 72 | 3 0.25 74.37 72.2 | 1 0.08 74.45 72.3 | 1 0.08 74.54 72.5 | 3 0.25 74.79 72.6 | 1 0.08 74.87 72.7 | 2 0.17 75.04 72.8 | 3 0.25 75.30 72.9 | 1 0.08 75.38 73 | 3 0.25 75.63 73.1 | 3 0.25 75.89 73.2 | 1 0.08 75.97 73.6 | 1 0.08 76.05 73.7 | 2 0.17 76.22 73.8 | 9 0.76 76.98 73.9 | 7 0.59 77.57 74 | 1 0.08 77.66 74.3 | 1 0.08 77.74 74.4 | 2 0.17 77.91 74.5 | 1 0.08 77.99 74.8 | 2 0.17 78.16 74.9 | 1 0.08 78.25 75.1 | 1 0.08 78.33 75.5 | 3 0.25 78.58 75.6 | 2 0.17 78.75 75.7 | 1 0.08 78.84 75.8 | 2 0.17 79.01 76.3 | 6 0.51 79.51 76.5 | 4 0.34 79.85 76.6 | 1 0.08 79.93 76.8 | 1 0.08 80.02 76.9 | 1 0.08 80.10 77 | 1 0.08 80.19 77.1 | 1 0.08 80.27 77.3 | 1 0.08 80.35 77.5 | 1 0.08 80.44 77.6 | 3 0.25 80.69 77.7 | 1 0.08 80.78 77.8 | 1 0.08 80.86 77.9 | 5 0.42 81.28 78 | 4 0.34 81.62 78.4 | 1 0.08 81.70 78.5 | 8 0.67 82.38 78.8 | 1 0.08 82.46 78.9 | 1 0.08 82.55 79.5 | 1 0.08 82.63 79.6 | 1 0.08 82.72 79.7 | 1 0.08 82.80 80.1 | 2 0.17 82.97 80.2 | 2 0.17 83.14 80.5 | 2 0.17 83.31 81.2 | 1 0.08 83.39 81.3 | 1 0.08 83.47 81.5 | 1 0.08 83.56 81.8 | 3 0.25 83.81 81.9 | 1 0.08 83.90 82.1 | 3 0.25 84.15 82.4 | 1 0.08 84.23 82.5 | 1 0.08 84.32 82.6 | 1 0.08 84.40 82.7 | 1 0.08 84.49 82.8 | 4 0.34 84.82 82.9 | 1 0.08 84.91 83.2 | 1 0.08 84.99 83.3 | 1 0.08 85.08 83.6 | 1 0.08 85.16 83.8 | 1 0.08 85.24 83.9 | 2 0.17 85.41 84.3 | 1 0.08 85.50 84.5 | 7 0.59 86.09 84.6 | 1 0.08 86.17 84.7 | 1 0.08 86.26 84.9 | 3 0.25 86.51 85 | 1 0.08 86.59 85.2 | 2 0.17 86.76 85.4 | 2 0.17 86.93 85.6 | 2 0.17 87.10 85.7 | 1 0.08 87.18 86.2 | 2 0.17 87.35 86.5 | 1 0.08 87.44 86.6 | 1 0.08 87.52 86.9 | 1 0.08 87.61 87.3 | 1 0.08 87.69 88.2 | 1 0.08 87.77 88.6 | 3 0.25 88.03 89.5 | 2 0.17 88.20 89.6 | 1 0.08 88.28 89.8 | 1 0.08 88.36 90 | 1 0.08 88.45 90.7 | 1 0.08 88.53 91.1 | 2 0.17 88.70 91.2 | 1 0.08 88.79 91.6 | 1 0.08 88.87 91.7 | 1 0.08 88.95 91.8 | 1 0.08 89.04 92.1 | 1 0.08 89.12 92.4 | 7 0.59 89.71 92.5 | 1 0.08 89.80 92.6 | 3 0.25 90.05 92.8 | 1 0.08 90.13 93.1 | 4 0.34 90.47 93.3 | 1 0.08 90.56 93.5 | 1 0.08 90.64 93.6 | 2 0.17 90.81 93.8 | 2 0.17 90.98 94 | 2 0.17 91.15 94.5 | 2 0.17 91.32 94.8 | 1 0.08 91.40 95.1 | 2 0.17 91.57 95.5 | 6 0.51 92.07 95.6 | 1 0.08 92.16 96.5 | 1 0.08 92.24 96.7 | 7 0.59 92.83 96.8 | 13 1.10 93.93 96.9 | 1 0.08 94.01 97.2 | 1 0.08 94.10 97.4 | 1 0.08 94.18 97.5 | 2 0.17 94.35 99.6 | 1 0.08 94.44 100 | 2 0.17 94.60 100.6 | 9 0.76 95.36 100.8 | 1 0.08 95.45 101.2 | 1 0.08 95.53 101.3 | 1 0.08 95.62 102.4 | 1 0.08 95.70 102.6 | 1 0.08 95.78 103.7 | 1 0.08 95.87 105.7 | 1 0.08 95.95 108.7 | 1 0.08 96.04 111.3 | 1 0.08 96.12 112.2 | 1 0.08 96.21 113.5 | 1 0.08 96.29 114.4 | 2 0.17 96.46 115.7 | 1 0.08 96.54 117 | 1 0.08 96.63 119.1 | 1 0.08 96.71 119.9 | 1 0.08 96.80 122.6 | 4 0.34 97.13 124.7 | 2 0.17 97.30 126.4 | 1 0.08 97.39 133.7 | 2 0.17 97.55 138.1 | 1 0.08 97.64 141.5 | 1 0.08 97.72 148.5 | 2 0.17 97.89 148.8 | 2 0.17 98.06 152.6 | 1 0.08 98.15 153.4 | 1 0.08 98.23 155.6 | 1 0.08 98.31 157.4 | 2 0.17 98.48 157.7 | 1 0.08 98.57 157.8 | 2 0.17 98.74 158.8 | 1 0.08 98.82 160.5 | 2 0.17 98.99 162.7 | 1 0.08 99.07 169.4 | 1 0.08 99.16 169.8 | 1 0.08 99.24 171.3 | 1 0.08 99.33 178.2 | 1 0.08 99.41 180.3 | 1 0.08 99.49 181.2 | 1 0.08 99.58 184.5 | 2 0.17 99.75 190.9 | 1 0.08 99.83 197.1 | 1 0.08 99.92 . | 1 0.08 100.00 ------------+----------------------------------- Total | 1,186 100.00 Frequencies for annualdrugdeductible variable in pdp2018 dataset : Annual Drug | Deductible | Freq. Percent Cum. ------------+----------------------------------- 0 | 439 37.02 37.02 35 | 1 0.08 37.10 100 | 2 0.17 37.27 210 | 2 0.17 37.44 235 | 5 0.42 37.86 245 | 2 0.17 38.03 250 | 1 0.08 38.11 275 | 4 0.34 38.45 280 | 1 0.08 38.53 285 | 1 0.08 38.62 290 | 1 0.08 38.70 300 | 32 2.70 41.40 310 | 2 0.17 41.57 315 | 6 0.51 42.07 320 | 4 0.34 42.41 325 | 2 0.17 42.58 335 | 2 0.17 42.75 345 | 1 0.08 42.83 350 | 59 4.97 47.81 360 | 2 0.17 47.98 370 | 1 0.08 48.06 375 | 2 0.17 48.23 380 | 1 0.08 48.31 400 | 1 0.08 48.40 405 | 611 51.52 99.92 . | 1 0.08 100.00 ------------+----------------------------------- Total | 1,186 100.00 Frequencies for additionaldrugcoverageoffered variable in pdp2018 dataset : Additional | Drug | Coverage | Offered in | the Gap | Freq. Percent Cum. ------------+----------------------------------- | 1 0.08 0.08 No | 776 65.43 65.51 Yes | 409 34.49 100.00 ------------+----------------------------------- Total | 1,186 100.00 Frequencies for contractid variable in pdp2018 dataset : Contract ID | Freq. Percent Cum. ------------+----------------------------------- | 1 0.08 0.08 S0522 | 49 4.13 4.22 S1030 | 4 0.34 4.55 S2468 | 2 0.17 4.72 S2668 | 4 0.34 5.06 S2874 | 2 0.17 5.23 S2893 | 8 0.67 5.90 S4054 | 1 0.08 5.99 S4607 | 33 2.78 8.77 S4802 | 102 8.60 17.37 S5540 | 2 0.17 17.54 S5552 | 3 0.25 17.79 S5584 | 2 0.17 17.96 S5593 | 4 0.34 18.30 S5596 | 36 3.04 21.33 S5601 | 101 8.52 29.85 S5609 | 4 0.34 30.19 S5617 | 102 8.60 38.79 S5660 | 152 12.82 51.60 S5715 | 12 1.01 52.61 S5726 | 3 0.25 52.87 S5743 | 14 1.18 54.05 S5753 | 2 0.17 54.22 S5768 | 74 6.24 60.46 S5805 | 1 0.08 60.54 S5810 | 79 6.66 67.20 S5820 | 55 4.64 71.84 S5877 | 4 0.34 72.18 S5884 | 150 12.65 84.82 S5904 | 2 0.17 84.99 S5916 | 4 0.34 85.33 S5921 | 102 8.60 93.93 S5953 | 2 0.17 94.10 S5983 | 3 0.25 94.35 S5993 | 2 0.17 94.52 S6506 | 2 0.17 94.69 S6986 | 4 0.34 95.03 S7694 | 53 4.47 99.49 S8067 | 4 0.34 99.83 S8899 | 2 0.17 100.00 ------------+----------------------------------- Total | 1,186 100.00 Frequencies for planid variable in pdp2018 dataset : Plan ID | Freq. Percent Cum. ------------+----------------------------------- | 1 0.08 0.08 001 | 41 3.46 3.54 002 | 31 2.61 6.16 003 | 25 2.11 8.26 004 | 27 2.28 10.54 005 | 16 1.35 11.89 006 | 15 1.26 13.15 007 | 8 0.67 13.83 008 | 11 0.93 14.76 009 | 6 0.51 15.26 010 | 10 0.84 16.10 011 | 9 0.76 16.86 012 | 10 0.84 17.71 013 | 9 0.76 18.47 014 | 11 0.93 19.39 015 | 9 0.76 20.15 016 | 6 0.51 20.66 017 | 6 0.51 21.16 018 | 8 0.67 21.84 019 | 7 0.59 22.43 020 | 14 1.18 23.61 021 | 7 0.59 24.20 022 | 7 0.59 24.79 023 | 4 0.34 25.13 024 | 14 1.18 26.31 025 | 10 0.84 27.15 026 | 4 0.34 27.49 027 | 3 0.25 27.74 028 | 6 0.51 28.25 029 | 4 0.34 28.58 030 | 9 0.76 29.34 031 | 5 0.42 29.76 032 | 5 0.42 30.19 033 | 4 0.34 30.52 034 | 5 0.42 30.94 035 | 5 0.42 31.37 036 | 7 0.59 31.96 037 | 4 0.34 32.29 038 | 4 0.34 32.63 039 | 4 0.34 32.97 040 | 4 0.34 33.31 041 | 3 0.25 33.56 042 | 9 0.76 34.32 043 | 3 0.25 34.57 044 | 4 0.34 34.91 045 | 4 0.34 35.24 046 | 6 0.51 35.75 047 | 2 0.17 35.92 048 | 2 0.17 36.09 049 | 3 0.25 36.34 050 | 8 0.67 37.02 051 | 8 0.67 37.69 052 | 2 0.17 37.86 053 | 3 0.25 38.11 054 | 2 0.17 38.28 055 | 2 0.17 38.45 056 | 3 0.25 38.70 057 | 3 0.25 38.95 058 | 3 0.25 39.21 059 | 9 0.76 39.97 060 | 4 0.34 40.30 061 | 4 0.34 40.64 062 | 5 0.42 41.06 063 | 4 0.34 41.40 064 | 4 0.34 41.74 065 | 4 0.34 42.07 066 | 3 0.25 42.33 067 | 2 0.17 42.50 068 | 3 0.25 42.75 069 | 1 0.08 42.83 070 | 2 0.17 43.00 071 | 3 0.25 43.25 072 | 2 0.17 43.42 073 | 3 0.25 43.68 074 | 2 0.17 43.84 075 | 2 0.17 44.01 076 | 5 0.42 44.44 077 | 2 0.17 44.60 078 | 4 0.34 44.94 079 | 7 0.59 45.53 080 | 2 0.17 45.70 081 | 1 0.08 45.78 082 | 1 0.08 45.87 083 | 8 0.67 46.54 084 | 1 0.08 46.63 085 | 2 0.17 46.80 086 | 3 0.25 47.05 087 | 2 0.17 47.22 088 | 2 0.17 47.39 089 | 9 0.76 48.15 090 | 1 0.08 48.23 091 | 1 0.08 48.31 092 | 3 0.25 48.57 093 | 2 0.17 48.74 094 | 2 0.17 48.90 095 | 1 0.08 48.99 096 | 1 0.08 49.07 097 | 1 0.08 49.16 098 | 2 0.17 49.33 099 | 4 0.34 49.66 100 | 1 0.08 49.75 101 | 3 0.25 50.00 102 | 7 0.59 50.59 103 | 6 0.51 51.10 104 | 5 0.42 51.52 105 | 7 0.59 52.11 106 | 5 0.42 52.53 107 | 6 0.51 53.04 108 | 6 0.51 53.54 109 | 5 0.42 53.96 110 | 3 0.25 54.22 111 | 3 0.25 54.47 112 | 4 0.34 54.81 113 | 5 0.42 55.23 114 | 4 0.34 55.56 115 | 3 0.25 55.82 116 | 3 0.25 56.07 117 | 2 0.17 56.24 118 | 3 0.25 56.49 119 | 2 0.17 56.66 120 | 2 0.17 56.83 121 | 8 0.67 57.50 122 | 2 0.17 57.67 123 | 9 0.76 58.43 124 | 1 0.08 58.52 125 | 4 0.34 58.85 126 | 5 0.42 59.27 127 | 10 0.84 60.12 128 | 6 0.51 60.62 129 | 4 0.34 60.96 130 | 3 0.25 61.21 131 | 3 0.25 61.47 132 | 5 0.42 61.89 133 | 6 0.51 62.39 134 | 4 0.34 62.73 135 | 6 0.51 63.24 136 | 3 0.25 63.49 137 | 3 0.25 63.74 138 | 5 0.42 64.17 139 | 2 0.17 64.33 140 | 2 0.17 64.50 141 | 2 0.17 64.67 142 | 2 0.17 64.84 143 | 3 0.25 65.09 144 | 2 0.17 65.26 145 | 8 0.67 65.94 146 | 2 0.17 66.10 147 | 3 0.25 66.36 148 | 11 0.93 67.28 149 | 5 0.42 67.71 150 | 2 0.17 67.88 151 | 4 0.34 68.21 152 | 3 0.25 68.47 153 | 5 0.42 68.89 154 | 3 0.25 69.14 155 | 2 0.17 69.31 156 | 1 0.08 69.39 157 | 1 0.08 69.48 158 | 3 0.25 69.73 159 | 1 0.08 69.81 160 | 1 0.08 69.90 161 | 2 0.17 70.07 162 | 1 0.08 70.15 163 | 2 0.17 70.32 164 | 1 0.08 70.40 165 | 1 0.08 70.49 166 | 1 0.08 70.57 167 | 1 0.08 70.66 168 | 1 0.08 70.74 169 | 1 0.08 70.83 170 | 1 0.08 70.91 171 | 7 0.59 71.50 172 | 3 0.25 71.75 173 | 1 0.08 71.84 174 | 1 0.08 71.92 175 | 2 0.17 72.09 176 | 5 0.42 72.51 177 | 3 0.25 72.77 178 | 1 0.08 72.85 179 | 1 0.08 72.93 180 | 3 0.25 73.19 181 | 2 0.17 73.36 182 | 3 0.25 73.61 183 | 1 0.08 73.69 184 | 2 0.17 73.86 185 | 4 0.34 74.20 186 | 1 0.08 74.28 187 | 1 0.08 74.37 190 | 8 0.67 75.04 191 | 1 0.08 75.13 192 | 3 0.25 75.38 193 | 2 0.17 75.55 194 | 1 0.08 75.63 195 | 8 0.67 76.31 196 | 2 0.17 76.48 197 | 2 0.17 76.64 198 | 2 0.17 76.81 199 | 1 0.08 76.90 200 | 1 0.08 76.98 202 | 1 0.08 77.07 203 | 1 0.08 77.15 204 | 1 0.08 77.23 206 | 4 0.34 77.57 207 | 1 0.08 77.66 208 | 3 0.25 77.91 209 | 1 0.08 77.99 210 | 1 0.08 78.08 211 | 1 0.08 78.16 212 | 1 0.08 78.25 213 | 1 0.08 78.33 214 | 4 0.34 78.67 215 | 4 0.34 79.01 216 | 3 0.25 79.26 217 | 2 0.17 79.43 218 | 3 0.25 79.68 219 | 5 0.42 80.10 220 | 3 0.25 80.35 221 | 4 0.34 80.69 222 | 4 0.34 81.03 223 | 2 0.17 81.20 224 | 2 0.17 81.37 225 | 2 0.17 81.53 226 | 2 0.17 81.70 227 | 2 0.17 81.87 228 | 2 0.17 82.04 229 | 1 0.08 82.12 230 | 1 0.08 82.21 231 | 2 0.17 82.38 232 | 1 0.08 82.46 233 | 1 0.08 82.55 234 | 1 0.08 82.63 235 | 1 0.08 82.72 236 | 1 0.08 82.80 237 | 1 0.08 82.88 238 | 1 0.08 82.97 239 | 1 0.08 83.05 240 | 1 0.08 83.14 241 | 7 0.59 83.73 242 | 1 0.08 83.81 243 | 1 0.08 83.90 244 | 1 0.08 83.98 245 | 1 0.08 84.06 246 | 4 0.34 84.40 247 | 6 0.51 84.91 248 | 2 0.17 85.08 249 | 2 0.17 85.24 250 | 4 0.34 85.58 251 | 3 0.25 85.83 252 | 1 0.08 85.92 253 | 1 0.08 86.00 254 | 1 0.08 86.09 255 | 1 0.08 86.17 256 | 1 0.08 86.26 257 | 2 0.17 86.42 258 | 1 0.08 86.51 259 | 1 0.08 86.59 260 | 2 0.17 86.76 261 | 1 0.08 86.85 262 | 1 0.08 86.93 263 | 1 0.08 87.02 264 | 1 0.08 87.10 265 | 1 0.08 87.18 266 | 1 0.08 87.27 267 | 1 0.08 87.35 268 | 1 0.08 87.44 269 | 1 0.08 87.52 270 | 7 0.59 88.11 271 | 1 0.08 88.20 272 | 1 0.08 88.28 273 | 1 0.08 88.36 274 | 1 0.08 88.45 275 | 2 0.17 88.62 276 | 6 0.51 89.12 277 | 2 0.17 89.29 278 | 2 0.17 89.46 279 | 4 0.34 89.80 280 | 2 0.17 89.97 281 | 1 0.08 90.05 282 | 1 0.08 90.13 283 | 1 0.08 90.22 284 | 1 0.08 90.30 285 | 1 0.08 90.39 286 | 2 0.17 90.56 287 | 1 0.08 90.64 288 | 1 0.08 90.73 289 | 2 0.17 90.89 290 | 1 0.08 90.98 291 | 1 0.08 91.06 292 | 1 0.08 91.15 293 | 1 0.08 91.23 294 | 1 0.08 91.32 295 | 1 0.08 91.40 348 | 4 0.34 91.74 349 | 1 0.08 91.82 350 | 3 0.25 92.07 351 | 2 0.17 92.24 352 | 1 0.08 92.33 353 | 1 0.08 92.41 354 | 1 0.08 92.50 355 | 1 0.08 92.58 356 | 1 0.08 92.66 357 | 2 0.17 92.83 358 | 1 0.08 92.92 359 | 1 0.08 93.00 360 | 2 0.17 93.17 361 | 1 0.08 93.25 362 | 1 0.08 93.34 363 | 1 0.08 93.42 364 | 1 0.08 93.51 365 | 1 0.08 93.59 366 | 1 0.08 93.68 367 | 1 0.08 93.76 368 | 1 0.08 93.84 369 | 1 0.08 93.93 370 | 7 0.59 94.52 371 | 1 0.08 94.60 372 | 1 0.08 94.69 373 | 1 0.08 94.77 374 | 2 0.17 94.94 375 | 2 0.17 95.11 376 | 1 0.08 95.19 377 | 1 0.08 95.28 378 | 2 0.17 95.45 379 | 1 0.08 95.53 380 | 1 0.08 95.62 381 | 1 0.08 95.70 382 | 1 0.08 95.78 383 | 1 0.08 95.87 384 | 2 0.17 96.04 385 | 4 0.34 96.37 386 | 1 0.08 96.46 387 | 3 0.25 96.71 388 | 2 0.17 96.88 389 | 1 0.08 96.96 390 | 1 0.08 97.05 391 | 1 0.08 97.13 392 | 1 0.08 97.22 393 | 2 0.17 97.39 394 | 1 0.08 97.47 395 | 1 0.08 97.55 396 | 2 0.17 97.72 397 | 1 0.08 97.81 398 | 1 0.08 97.89 399 | 1 0.08 97.98 400 | 1 0.08 98.06 401 | 1 0.08 98.15 402 | 1 0.08 98.23 403 | 1 0.08 98.31 404 | 1 0.08 98.40 405 | 1 0.08 98.48 406 | 7 0.59 99.07 407 | 1 0.08 99.16 408 | 1 0.08 99.24 409 | 1 0.08 99.33 410 | 1 0.08 99.41 411 | 2 0.17 99.58 412 | 2 0.17 99.75 413 | 1 0.08 99.83 414 | 1 0.08 99.92 415 | 1 0.08 100.00 ------------+----------------------------------- Total | 1,186 100.00 Frequencies for benefittypedetail variable in pdp2018 dataset : Benefit | Type Detail | Freq. Percent Cum. ------------+----------------------------------- | 1 0.08 0.08 AE | 353 29.76 29.85 BA | 203 17.12 46.96 EA | 629 53.04 100.00 ------------+----------------------------------- Total | 1,186 100.00 Frequencies for summarystarrating variable in pdp2018 dataset : Summary | Star Rating | Freq. Percent Cum. ------------+----------------------------------- 2 | 135 11.38 11.38 2.5 | 104 8.77 20.15 3 | 178 15.01 35.16 3.5 | 400 33.73 68.89 4 | 331 27.91 96.80 4.5 | 4 0.34 97.13 5 | 22 1.85 98.99 . | 12 1.01 100.00 ------------+----------------------------------- Total | 1,186 100.00 Frequencies for summarystarratingstr variable in pdp2018 dataset : Summary Star Rating | Freq. Percent Cum. ----------------------------+----------------------------------- | 1 0.08 0.08 2 Stars | 135 11.38 11.47 2.5 Stars | 104 8.77 20.24 3 Stars | 178 15.01 35.24 3.5 Stars | 400 33.73 68.97 4 Stars | 331 27.91 96.88 4.5 Stars | 4 0.34 97.22 5 Stars | 22 1.85 99.07 Not enough data available | 1 0.08 99.16 Plan too new to be measured | 10 0.84 100.00 ----------------------------+----------------------------------- Total | 1,186 100.00 by Jean Roth , jroth@nber.org , 10 Sep 2018