Frequencies for pdp2016 dataset : by Jean Roth , jroth@nber.org , 19 Sep 2018 Frequencies for state variable in pdp2016 dataset : State | Freq. Percent Cum. -------------------------+----------------------------------- | 1 0.08 0.08 Alabama | 25 2.01 2.09 Alaska | 17 1.37 3.46 American Samoa | 1 0.08 3.54 Arizona | 24 1.93 5.47 Arkansas | 24 1.93 7.40 California | 26 2.09 9.49 Colorado | 24 1.93 11.42 Connecticut | 24 1.93 13.35 Delaware | 22 1.77 15.12 Florida | 20 1.61 16.73 Georgia | 25 2.01 18.74 Guam | 2 0.16 18.91 Hawaii | 19 1.53 20.43 Idaho | 26 2.09 22.53 Illinois | 26 2.09 24.62 Indiana | 26 2.09 26.71 Iowa | 24 1.93 28.64 Kansas | 23 1.85 30.49 Kentucky | 26 2.09 32.58 Louisiana | 23 1.85 34.43 Maine | 25 2.01 36.44 Maryland | 22 1.77 38.21 Massachusetts | 24 1.93 40.14 Michigan | 26 2.09 42.24 Minnesota | 24 1.93 44.17 Mississippi | 22 1.77 45.94 Missouri | 26 2.09 48.03 Montana | 24 1.93 49.96 Nebraska | 24 1.93 51.89 Nevada | 26 2.09 53.98 New Hampshire | 25 2.01 55.99 New Jersey | 23 1.85 57.84 New Mexico | 25 2.01 59.86 New York | 20 1.61 61.46 North Carolina | 24 1.93 63.40 North Dakota | 24 1.93 65.33 Northern Mariana Islands | 1 0.08 65.41 Ohio | 25 2.01 67.42 Oklahoma | 25 2.01 69.43 Oregon | 24 1.93 71.36 Pennsylvania | 27 2.17 73.53 Puerto Rico | 6 0.48 74.01 Rhode Island | 24 1.93 75.95 South Carolina | 25 2.01 77.96 South Dakota | 24 1.93 79.89 Tennessee | 25 2.01 81.90 Texas | 26 2.09 83.99 Utah | 26 2.09 86.08 Vermont | 24 1.93 88.01 Virgin Islands | 1 0.08 88.09 Virginia | 26 2.09 90.19 Washington | 24 1.93 92.12 Washington D.C. | 22 1.77 93.89 West Virginia | 27 2.17 96.06 Wisconsin | 25 2.01 98.07 Wyoming | 24 1.93 100.00 -------------------------+----------------------------------- Total | 1,243 100.00 Frequencies for companyname variable in pdp2016 dataset : Company Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- | 1 0.08 0.08 ARKANSAS BLUE CROSS AND BLUE SHIELD | 2 0.16 0.24 Advantage-Plus Meridian | 5 0.40 0.64 Aetna Medicare | 51 4.10 4.75 Anthem Blue Cross Life and Health Ins.. | 3 0.24 4.99 Anthem Blue Cross and Blue Shield | 32 2.57 7.56 Asuris Northwest Health | 4 0.32 7.88 Avalon Insurance Company | 4 0.32 8.21 Blue Cross & Blue Shield of Rhode Isl.. | 2 0.16 8.37 Blue Cross Blue Shield of Georgia | 3 0.24 8.61 Blue Cross Blue Shield of Michigan | 2 0.16 8.77 Blue Cross Blue Shield of North Dakota | 2 0.16 8.93 Blue Cross Blue Shield of South Carol.. | 2 0.16 9.09 Blue Cross Blue Shield of Wyoming | 2 0.16 9.25 Blue Cross and Blue Shield of Alabama | 2 0.16 9.41 Blue Cross and Blue Shield of Arizona | 2 0.16 9.57 Blue Cross and Blue Shield of Massach.. | 2 0.16 9.73 Blue Cross and Blue Shield of Minnesota | 2 0.16 9.90 Blue Cross and Blue Shield of Montana | 2 0.16 10.06 Blue Cross and Blue Shield of Nebraska | 2 0.16 10.22 Blue Cross and Blue Shield of North C.. | 2 0.16 10.38 Blue Cross and Blue Shield of Vermont | 2 0.16 10.54 Blue MedicareRx | 3 0.24 10.78 Blue Shield of California | 2 0.16 10.94 EMI Health | 4 0.32 11.26 EnvisionRx Plus | 65 5.23 16.49 Express Scripts Medicare | 104 8.37 24.86 First Health Part D | 102 8.21 33.07 First United American Life Insurance .. | 3 0.24 33.31 Florida Blue | 2 0.16 33.47 HISC - Blue Cross Blue Shield of Illi.. | 3 0.24 33.71 HISC - Blue Cross Blue Shield of New .. | 3 0.24 33.95 HISC - Blue Cross Blue Shield of Okla.. | 3 0.24 34.19 HISC - Blue Cross Blue Shield of Texas | 3 0.24 34.43 HealthNow New York Inc. | 1 0.08 34.51 Highmark Health Insurance Company | 4 0.32 34.84 Horizon Blue Cross Blue Shield of New.. | 2 0.16 35.00 Humana Insurance Company | 150 12.07 47.06 Humana Insurance Company of New York | 3 0.24 47.30 Humana Insurance of Puerto Rico, Inc. | 2 0.16 47.47 Magellan Rx Medicare | 33 2.65 50.12 QualChoice Advantage | 1 0.08 50.20 Regence BlueCross BlueShield of Utah | 2 0.16 50.36 Regence BlueShield of Idaho | 2 0.16 50.52 Senior Care Plus | 2 0.16 50.68 SilverScript | 101 8.13 58.81 Stonebridge Life Insurance Company | 47 3.78 62.59 Symphonix Health | 98 7.88 70.47 UTIC Insurance Company | 2 0.16 70.64 United American Insurance Company | 136 10.94 81.58 UnitedHealthcare | 107 8.61 90.19 WPS Health Insurance | 2 0.16 90.35 WellCare | 116 9.33 99.68 Wellmark Blue Cross Blue Shield of So.. | 2 0.16 99.84 Wellmark Blue Cross and Blue Shield o.. | 2 0.16 100.00 ----------------------------------------+----------------------------------- Total | 1,243 100.00 Frequencies for planname variable in pdp2016 dataset : Plan Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- | 1 0.08 0.08 AARP MedicareRx Preferred (PDP) | 56 4.51 4.59 AARP MedicareRx Saver Plus (PDP) | 51 4.10 8.69 AR Blue Cross - Medi-Pak Rx Basic (PDP) | 1 0.08 8.77 AR Blue Cross - Medi-Pak Rx Premier (.. | 1 0.08 8.85 Advantage-Plus Meridian (PDP) | 5 0.40 9.25 Aetna Medicare Rx Saver (PDP) | 51 4.10 13.35 Anthem Blue Cross MedicareRx Gold (PDP) | 1 0.08 13.44 Anthem Blue Cross MedicareRx Plus (PDP) | 1 0.08 13.52 Anthem Blue Cross MedicareRx Standard.. | 1 0.08 13.60 Anthem Blue MedicareRx Plus (PDP) | 9 0.72 14.32 Anthem Blue MedicareRx Premier (PDP) | 9 0.72 15.04 Anthem Blue MedicareRx Standard (PDP) | 9 0.72 15.77 Asuris Medicare Script Basic (PDP) | 2 0.16 15.93 Asuris Medicare Script Enhanced (PDP) | 2 0.16 16.09 BCBSGa Blue MedicareRx Plus (PDP) | 1 0.08 16.17 BCBSGa Blue MedicareRx Premier (PDP) | 1 0.08 16.25 BCBSGa Blue MedicareRx Standard (PDP) | 1 0.08 16.33 Blue Cross MedicareRx Basic (PDP) | 4 0.32 16.65 Blue Cross MedicareRx Plus (PDP) | 4 0.32 16.98 Blue Cross MedicareRx Value (PDP) | 4 0.32 17.30 Blue Medicare Rx Enhanced (PDP) | 1 0.08 17.38 Blue Medicare Rx Standard (PDP) | 1 0.08 17.46 Blue MedicareRx Enhanced (PDP) | 1 0.08 17.54 Blue MedicareRx Plus (PDP) | 2 0.16 17.70 Blue MedicareRx Premier (PDP) | 6 0.48 18.18 Blue MedicareRx Value (PDP) | 3 0.24 18.42 Blue MedicareRx Value Plus (PDP) | 4 0.32 18.74 Blue Rx PDP Complete (PDP) | 2 0.16 18.91 Blue Rx PDP Plus (PDP) | 2 0.16 19.07 Blue Shield Medicare Basic Plan (PDP) | 1 0.08 19.15 Blue Shield Medicare Enhanced Plan (P.. | 1 0.08 19.23 BlueCross Rx Plus (PDP) | 1 0.08 19.31 BlueCross Rx Value (PDP) | 1 0.08 19.39 BlueMedicare Rx-Option 1 (PDP) | 1 0.08 19.47 BlueMedicare Rx-Option 2 (PDP) | 1 0.08 19.55 BlueRx Option I (PDP) | 2 0.16 19.71 BlueRx Option II (PDP) | 2 0.16 19.87 Educators Rx Advantage (PDP) | 2 0.16 20.03 Educators Rx Basic (PDP) | 2 0.16 20.19 EnvisionRx Plus Clear Choice (PDP) | 11 0.88 21.08 EnvisionRxPlus Clear Choice (PDP) | 1 0.08 21.16 EnvisionRxPlus Silver (PDP) | 53 4.26 25.42 Express Scripts Medicare - Choice (PDP) | 52 4.18 29.61 Express Scripts Medicare - Value (PDP) | 52 4.18 33.79 First Health Part D Premier Plus (PDP) | 51 4.10 37.89 First Health Part D Value Plus (PDP) | 51 4.10 42.00 First United American - Enhanced (PDP) | 1 0.08 42.08 First United American - Essential (PDP) | 1 0.08 42.16 First United American - Select (PDP) | 1 0.08 42.24 Horizon Medicare Blue Rx Enhanced (PDP) | 1 0.08 42.32 Horizon Medicare Blue Rx Standard (PDP) | 1 0.08 42.40 Humana Enhanced (PDP) | 52 4.18 46.58 Humana Preferred Rx Plan (PDP) | 52 4.18 50.76 Humana Walmart Rx Plan (PDP) | 51 4.10 54.87 Magellan Rx Medicare Basic (PDP) | 33 2.65 57.52 MedicareBlue Rx Premier (PDP) | 7 0.56 58.09 MedicareBlue Rx Standard (PDP) | 7 0.56 58.65 Prescription Blue Option A (PDP) | 1 0.08 58.73 Prescription Blue Option B (PDP) | 1 0.08 58.81 Regence Medicare Script Basic (PDP) | 2 0.16 58.97 Regence Medicare Script Enhanced (PDP) | 2 0.16 59.13 SecureRx - Option 1 (PDP) | 2 0.16 59.29 SecureRx - Option 3 (PDP) | 2 0.16 59.45 Senior Care Plus: Medicare Rx Choice .. | 1 0.08 59.53 Senior Care Plus: Medicare Rx Standar.. | 1 0.08 59.61 SilverScript Choice (PDP) | 51 4.10 63.72 SilverScript Plus (PDP) | 50 4.02 67.74 SilverSelect Rx (PDP) | 1 0.08 67.82 SmartSaver Rx PDP Value (PDP) | 1 0.08 67.90 Symphonix PrimeSaver Rx (PDP) | 49 3.94 71.84 Symphonix Value Rx (PDP) | 49 3.94 75.78 Transamerica MedicareRx Classic (PDP) | 47 3.78 79.57 United American - Enhanced (PDP) | 43 3.46 83.02 United American - Essential (PDP) | 43 3.46 86.48 United American - Select (PDP) | 50 4.02 90.51 WPS MedicareRx Plan 1 (PDP) | 1 0.08 90.59 WPS MedicareRx Plan 2 (PDP) | 1 0.08 90.67 WellCare Classic (PDP) | 51 4.10 94.77 WellCare Extra (PDP) | 51 4.10 98.87 WellCare Simple (PDP) | 14 1.13 100.00 ----------------------------------------+----------------------------------- Total | 1,243 100.00 Frequencies for benefittype variable in pdp2016 dataset : Benefit | Type | Freq. Percent Cum. ------------+----------------------------------- | 1 0.08 0.08 Basic | 617 49.64 49.72 Enhanced | 625 50.28 100.00 ------------+----------------------------------- Total | 1,243 100.00 Frequencies for zerodollarpremiumwithfulllo variable in pdp2016 dataset : $0 Premium | with Full | Low-Income | Subsidy? | Freq. Percent Cum. ------------+----------------------------------- | 926 74.50 74.50 x | 317 25.50 100.00 ------------+----------------------------------- Total | 1,243 100.00 Frequencies for monthlydrugpremium variable in pdp2016 dataset : Monthly | Drug | Premium | Freq. Percent Cum. ------------+----------------------------------- 6.80 | 1 0.08 0.08 11.40 | 1 0.08 0.16 12.00 | 1 0.08 0.24 14.50 | 1 0.08 0.32 16.80 | 1 0.08 0.40 17.30 | 1 0.08 0.48 18.20 | 1 0.08 0.56 18.40 | 52 4.18 4.75 19.00 | 2 0.16 4.91 19.10 | 1 0.08 4.99 19.60 | 1 0.08 5.07 19.80 | 1 0.08 5.15 20.20 | 1 0.08 5.23 20.40 | 1 0.08 5.31 20.50 | 1 0.08 5.39 20.90 | 2 0.16 5.55 21.00 | 2 0.16 5.71 21.10 | 1 0.08 5.79 21.30 | 1 0.08 5.87 21.40 | 2 0.16 6.03 21.70 | 1 0.08 6.11 21.90 | 2 0.16 6.28 22.00 | 2 0.16 6.44 22.10 | 1 0.08 6.52 22.50 | 1 0.08 6.60 22.60 | 1 0.08 6.68 22.80 | 2 0.16 6.84 22.90 | 2 0.16 7.00 23.10 | 2 0.16 7.16 23.20 | 1 0.08 7.24 23.40 | 2 0.16 7.40 23.60 | 2 0.16 7.56 23.70 | 1 0.08 7.64 23.80 | 2 0.16 7.80 23.90 | 1 0.08 7.88 24.00 | 7 0.56 8.45 24.20 | 2 0.16 8.61 24.70 | 2 0.16 8.77 24.80 | 2 0.16 8.93 24.90 | 5 0.40 9.33 25.00 | 2 0.16 9.49 25.10 | 4 0.32 9.81 25.50 | 2 0.16 9.98 25.60 | 5 0.40 10.38 25.70 | 9 0.72 11.10 25.80 | 1 0.08 11.18 25.90 | 2 0.16 11.34 26.00 | 2 0.16 11.50 26.10 | 2 0.16 11.67 26.20 | 3 0.24 11.91 26.40 | 3 0.24 12.15 26.50 | 2 0.16 12.31 26.70 | 1 0.08 12.39 26.80 | 1 0.08 12.47 26.90 | 2 0.16 12.63 27.00 | 4 0.32 12.95 27.10 | 5 0.40 13.35 27.30 | 2 0.16 13.52 27.40 | 8 0.64 14.16 27.50 | 5 0.40 14.56 27.60 | 1 0.08 14.64 27.70 | 1 0.08 14.72 27.80 | 8 0.64 15.37 27.90 | 1 0.08 15.45 28.00 | 2 0.16 15.61 28.10 | 2 0.16 15.77 28.20 | 6 0.48 16.25 28.30 | 9 0.72 16.98 28.50 | 4 0.32 17.30 28.60 | 4 0.32 17.62 28.70 | 7 0.56 18.18 28.90 | 4 0.32 18.50 29.00 | 3 0.24 18.74 29.10 | 1 0.08 18.83 29.20 | 1 0.08 18.91 29.30 | 4 0.32 19.23 29.40 | 2 0.16 19.39 29.50 | 1 0.08 19.47 29.60 | 6 0.48 19.95 29.70 | 5 0.40 20.35 29.90 | 3 0.24 20.60 30.00 | 7 0.56 21.16 30.10 | 2 0.16 21.32 30.20 | 6 0.48 21.80 30.30 | 3 0.24 22.04 30.40 | 1 0.08 22.12 30.50 | 1 0.08 22.20 30.60 | 1 0.08 22.28 30.70 | 6 0.48 22.77 30.90 | 6 0.48 23.25 31.00 | 5 0.40 23.65 31.10 | 1 0.08 23.73 31.20 | 5 0.40 24.14 31.30 | 5 0.40 24.54 31.40 | 2 0.16 24.70 31.50 | 5 0.40 25.10 31.70 | 6 0.48 25.58 31.80 | 1 0.08 25.66 31.90 | 3 0.24 25.91 32.00 | 3 0.24 26.15 32.10 | 1 0.08 26.23 32.20 | 16 1.29 27.51 32.30 | 4 0.32 27.84 32.40 | 13 1.05 28.88 32.50 | 1 0.08 28.96 32.60 | 7 0.56 29.53 32.70 | 2 0.16 29.69 32.80 | 5 0.40 30.09 33.00 | 4 0.32 30.41 33.10 | 3 0.24 30.65 33.20 | 11 0.88 31.54 33.30 | 7 0.56 32.10 33.40 | 7 0.56 32.66 33.50 | 10 0.80 33.47 33.60 | 5 0.40 33.87 33.90 | 5 0.40 34.27 34.00 | 1 0.08 34.35 34.10 | 1 0.08 34.43 34.20 | 3 0.24 34.67 34.30 | 3 0.24 34.92 34.40 | 8 0.64 35.56 34.50 | 5 0.40 35.96 34.60 | 2 0.16 36.12 34.70 | 2 0.16 36.28 34.80 | 4 0.32 36.60 34.90 | 1 0.08 36.69 35.00 | 4 0.32 37.01 35.10 | 7 0.56 37.57 35.70 | 3 0.24 37.81 35.80 | 1 0.08 37.89 35.90 | 4 0.32 38.21 36.20 | 3 0.24 38.46 36.30 | 2 0.16 38.62 36.50 | 3 0.24 38.86 36.60 | 2 0.16 39.02 36.70 | 4 0.32 39.34 36.90 | 4 0.32 39.66 37.00 | 1 0.08 39.74 37.10 | 3 0.24 39.98 37.30 | 2 0.16 40.14 37.40 | 1 0.08 40.23 37.50 | 2 0.16 40.39 37.60 | 4 0.32 40.71 37.80 | 3 0.24 40.95 38.00 | 3 0.24 41.19 38.10 | 2 0.16 41.35 38.40 | 3 0.24 41.59 38.50 | 2 0.16 41.75 38.60 | 5 0.40 42.16 38.70 | 2 0.16 42.32 38.80 | 3 0.24 42.56 38.90 | 1 0.08 42.64 39.00 | 8 0.64 43.28 39.10 | 3 0.24 43.52 39.20 | 2 0.16 43.68 39.30 | 4 0.32 44.01 39.50 | 4 0.32 44.33 39.60 | 11 0.88 45.21 39.70 | 5 0.40 45.62 39.80 | 1 0.08 45.70 39.90 | 4 0.32 46.02 40.00 | 1 0.08 46.10 40.10 | 8 0.64 46.74 40.20 | 2 0.16 46.90 40.30 | 13 1.05 47.95 40.40 | 4 0.32 48.27 40.60 | 3 0.24 48.51 40.70 | 5 0.40 48.91 40.80 | 1 0.08 48.99 41.20 | 3 0.24 49.24 41.30 | 1 0.08 49.32 41.50 | 3 0.24 49.56 41.60 | 1 0.08 49.64 41.70 | 1 0.08 49.72 41.80 | 1 0.08 49.80 42.20 | 5 0.40 50.20 42.50 | 5 0.40 50.60 43.00 | 4 0.32 50.93 43.30 | 9 0.72 51.65 43.40 | 2 0.16 51.81 43.50 | 1 0.08 51.89 43.80 | 3 0.24 52.13 44.20 | 1 0.08 52.21 44.30 | 1 0.08 52.29 44.40 | 1 0.08 52.37 44.60 | 2 0.16 52.53 45.10 | 1 0.08 52.61 45.20 | 1 0.08 52.70 45.70 | 2 0.16 52.86 45.90 | 1 0.08 52.94 46.00 | 7 0.56 53.50 46.10 | 2 0.16 53.66 46.40 | 1 0.08 53.74 46.50 | 1 0.08 53.82 46.70 | 2 0.16 53.98 47.60 | 1 0.08 54.06 49.00 | 4 0.32 54.38 49.30 | 1 0.08 54.47 49.40 | 3 0.24 54.71 49.50 | 1 0.08 54.79 49.60 | 4 0.32 55.11 49.70 | 1 0.08 55.19 49.80 | 1 0.08 55.27 50.70 | 1 0.08 55.35 50.90 | 1 0.08 55.43 51.10 | 2 0.16 55.59 51.30 | 1 0.08 55.67 51.40 | 1 0.08 55.75 51.50 | 2 0.16 55.91 51.70 | 2 0.16 56.07 52.00 | 1 0.08 56.15 52.10 | 1 0.08 56.23 52.20 | 1 0.08 56.32 52.40 | 1 0.08 56.40 52.50 | 1 0.08 56.48 52.70 | 1 0.08 56.56 52.80 | 1 0.08 56.64 52.90 | 1 0.08 56.72 53.50 | 1 0.08 56.80 53.60 | 1 0.08 56.88 54.70 | 1 0.08 56.96 55.10 | 1 0.08 57.04 55.40 | 5 0.40 57.44 55.50 | 8 0.64 58.09 55.60 | 1 0.08 58.17 55.80 | 1 0.08 58.25 55.90 | 1 0.08 58.33 56.20 | 1 0.08 58.41 56.60 | 1 0.08 58.49 57.10 | 2 0.16 58.65 57.50 | 3 0.24 58.89 57.60 | 1 0.08 58.97 58.50 | 1 0.08 59.05 58.80 | 2 0.16 59.21 58.90 | 1 0.08 59.29 59.00 | 1 0.08 59.37 59.10 | 1 0.08 59.45 59.20 | 1 0.08 59.53 59.30 | 1 0.08 59.61 59.50 | 4 0.32 59.94 59.60 | 2 0.16 60.10 59.90 | 1 0.08 60.18 60.20 | 3 0.24 60.42 60.30 | 1 0.08 60.50 60.60 | 2 0.16 60.66 60.70 | 2 0.16 60.82 60.90 | 2 0.16 60.98 61.00 | 8 0.64 61.63 61.20 | 2 0.16 61.79 61.30 | 2 0.16 61.95 61.40 | 2 0.16 62.11 61.70 | 9 0.72 62.83 61.80 | 1 0.08 62.91 62.00 | 1 0.08 62.99 62.50 | 2 0.16 63.15 62.60 | 1 0.08 63.23 62.90 | 2 0.16 63.40 63.20 | 2 0.16 63.56 63.40 | 7 0.56 64.12 63.50 | 3 0.24 64.36 63.60 | 9 0.72 65.08 63.70 | 1 0.08 65.16 63.80 | 4 0.32 65.49 63.90 | 1 0.08 65.57 64.00 | 1 0.08 65.65 64.10 | 3 0.24 65.89 64.20 | 5 0.40 66.29 64.30 | 2 0.16 66.45 64.50 | 1 0.08 66.53 64.70 | 2 0.16 66.69 64.90 | 2 0.16 66.85 65.00 | 1 0.08 66.93 65.20 | 1 0.08 67.02 65.30 | 2 0.16 67.18 65.60 | 1 0.08 67.26 65.70 | 3 0.24 67.50 65.80 | 1 0.08 67.58 65.90 | 1 0.08 67.66 66.00 | 1 0.08 67.74 66.20 | 2 0.16 67.90 66.30 | 2 0.16 68.06 66.70 | 5 0.40 68.46 66.80 | 3 0.24 68.70 66.90 | 2 0.16 68.87 67.00 | 1 0.08 68.95 67.10 | 2 0.16 69.11 67.20 | 1 0.08 69.19 67.50 | 4 0.32 69.51 67.60 | 4 0.32 69.83 68.00 | 3 0.24 70.07 68.10 | 1 0.08 70.15 68.20 | 2 0.16 70.31 68.30 | 3 0.24 70.56 68.40 | 1 0.08 70.64 68.60 | 1 0.08 70.72 68.70 | 1 0.08 70.80 69.00 | 1 0.08 70.88 69.10 | 2 0.16 71.04 69.40 | 1 0.08 71.12 69.70 | 5 0.40 71.52 69.90 | 1 0.08 71.60 70.00 | 1 0.08 71.68 70.20 | 2 0.16 71.84 70.30 | 3 0.24 72.08 70.40 | 2 0.16 72.24 70.50 | 1 0.08 72.33 70.90 | 2 0.16 72.49 71.00 | 1 0.08 72.57 71.10 | 1 0.08 72.65 71.30 | 2 0.16 72.81 71.40 | 1 0.08 72.89 71.50 | 2 0.16 73.05 72.00 | 6 0.48 73.53 72.10 | 1 0.08 73.61 72.20 | 6 0.48 74.09 72.40 | 2 0.16 74.26 72.50 | 3 0.24 74.50 72.60 | 7 0.56 75.06 72.80 | 4 0.32 75.38 72.90 | 2 0.16 75.54 73.00 | 1 0.08 75.62 73.20 | 1 0.08 75.70 73.60 | 2 0.16 75.86 73.90 | 1 0.08 75.95 74.00 | 1 0.08 76.03 74.30 | 2 0.16 76.19 74.40 | 2 0.16 76.35 74.50 | 3 0.24 76.59 75.30 | 1 0.08 76.67 75.50 | 1 0.08 76.75 75.60 | 2 0.16 76.91 75.70 | 3 0.24 77.15 76.00 | 2 0.16 77.31 76.10 | 2 0.16 77.47 76.40 | 1 0.08 77.55 76.50 | 1 0.08 77.63 76.60 | 1 0.08 77.72 76.70 | 1 0.08 77.80 76.80 | 2 0.16 77.96 76.90 | 1 0.08 78.04 77.20 | 3 0.24 78.28 77.30 | 2 0.16 78.44 77.40 | 1 0.08 78.52 77.60 | 6 0.48 79.00 77.90 | 9 0.72 79.73 78.10 | 1 0.08 79.81 78.40 | 2 0.16 79.97 78.50 | 2 0.16 80.13 78.80 | 2 0.16 80.29 78.90 | 1 0.08 80.37 79.00 | 5 0.40 80.77 79.10 | 3 0.24 81.01 79.20 | 1 0.08 81.09 79.40 | 1 0.08 81.17 79.60 | 3 0.24 81.42 79.70 | 1 0.08 81.50 80.00 | 1 0.08 81.58 80.10 | 2 0.16 81.74 80.20 | 2 0.16 81.90 80.60 | 1 0.08 81.98 80.90 | 2 0.16 82.14 81.00 | 3 0.24 82.38 81.10 | 2 0.16 82.54 81.40 | 2 0.16 82.70 81.60 | 1 0.08 82.78 81.70 | 4 0.32 83.11 81.80 | 9 0.72 83.83 82.10 | 1 0.08 83.91 82.20 | 1 0.08 83.99 82.30 | 3 0.24 84.23 82.40 | 1 0.08 84.31 82.50 | 4 0.32 84.63 82.60 | 2 0.16 84.79 83.00 | 1 0.08 84.88 83.10 | 1 0.08 84.96 83.20 | 1 0.08 85.04 83.30 | 1 0.08 85.12 83.50 | 3 0.24 85.36 83.60 | 1 0.08 85.44 84.00 | 2 0.16 85.60 84.10 | 2 0.16 85.76 84.20 | 1 0.08 85.84 85.10 | 1 0.08 85.92 85.30 | 1 0.08 86.00 85.40 | 1 0.08 86.08 85.70 | 1 0.08 86.16 86.00 | 1 0.08 86.24 86.40 | 1 0.08 86.32 86.80 | 3 0.24 86.56 86.90 | 3 0.24 86.81 87.00 | 1 0.08 86.89 87.10 | 3 0.24 87.13 87.20 | 2 0.16 87.29 87.40 | 3 0.24 87.53 87.50 | 1 0.08 87.61 87.70 | 2 0.16 87.77 88.10 | 2 0.16 87.93 88.20 | 3 0.24 88.17 88.40 | 4 0.32 88.50 89.20 | 2 0.16 88.66 89.50 | 2 0.16 88.82 90.20 | 1 0.08 88.90 90.90 | 2 0.16 89.06 91.00 | 1 0.08 89.14 91.90 | 1 0.08 89.22 92.00 | 1 0.08 89.30 92.10 | 1 0.08 89.38 92.30 | 2 0.16 89.54 92.70 | 1 0.08 89.62 93.40 | 1 0.08 89.70 93.70 | 7 0.56 90.27 94.10 | 1 0.08 90.35 94.20 | 1 0.08 90.43 94.40 | 2 0.16 90.59 94.50 | 2 0.16 90.75 94.60 | 2 0.16 90.91 98.20 | 7 0.56 91.47 99.60 | 1 0.08 91.55 100.00 | 1 0.08 91.63 100.10 | 1 0.08 91.71 100.50 | 1 0.08 91.79 101.20 | 1 0.08 91.87 102.50 | 1 0.08 91.95 103.60 | 1 0.08 92.04 103.90 | 1 0.08 92.12 104.30 | 1 0.08 92.20 104.70 | 1 0.08 92.28 104.80 | 1 0.08 92.36 105.00 | 1 0.08 92.44 105.80 | 1 0.08 92.52 106.10 | 1 0.08 92.60 106.90 | 2 0.16 92.76 107.40 | 1 0.08 92.84 109.70 | 1 0.08 92.92 111.10 | 1 0.08 93.00 111.20 | 7 0.56 93.56 111.40 | 1 0.08 93.64 113.00 | 1 0.08 93.72 113.50 | 2 0.16 93.89 115.60 | 1 0.08 93.97 117.20 | 3 0.24 94.21 117.30 | 2 0.16 94.37 117.50 | 3 0.24 94.61 118.20 | 1 0.08 94.69 118.40 | 2 0.16 94.85 118.80 | 5 0.40 95.25 119.20 | 1 0.08 95.33 119.30 | 2 0.16 95.49 119.40 | 1 0.08 95.58 120.30 | 1 0.08 95.66 120.50 | 1 0.08 95.74 121.00 | 2 0.16 95.90 121.10 | 2 0.16 96.06 121.70 | 1 0.08 96.14 122.10 | 2 0.16 96.30 124.10 | 1 0.08 96.38 124.20 | 8 0.64 97.02 124.40 | 1 0.08 97.10 124.50 | 1 0.08 97.18 124.60 | 2 0.16 97.35 125.20 | 1 0.08 97.43 125.90 | 1 0.08 97.51 127.60 | 4 0.32 97.83 128.00 | 2 0.16 97.99 130.20 | 2 0.16 98.15 131.50 | 1 0.08 98.23 131.90 | 1 0.08 98.31 132.00 | 1 0.08 98.39 134.40 | 1 0.08 98.47 135.50 | 1 0.08 98.55 138.50 | 1 0.08 98.63 139.40 | 1 0.08 98.71 139.70 | 1 0.08 98.79 140.20 | 1 0.08 98.87 144.60 | 2 0.16 99.03 149.60 | 2 0.16 99.20 152.70 | 1 0.08 99.28 154.20 | 2 0.16 99.44 157.40 | 1 0.08 99.52 162.10 | 2 0.16 99.68 163.00 | 1 0.08 99.76 163.80 | 1 0.08 99.84 174.70 | 1 0.08 99.92 . | 1 0.08 100.00 ------------+----------------------------------- Total | 1,243 100.00 Frequencies for annualdrugdeductible variable in pdp2016 dataset : Annual Drug | Deductible | Freq. Percent Cum. ------------+----------------------------------- 0.00 | 436 35.08 35.08 40.00 | 1 0.08 35.16 60.00 | 1 0.08 35.24 90.00 | 4 0.32 35.56 100.00 | 7 0.56 36.12 140.00 | 1 0.08 36.20 180.00 | 3 0.24 36.44 190.00 | 3 0.24 36.69 200.00 | 49 3.94 40.63 220.00 | 3 0.24 40.87 225.00 | 1 0.08 40.95 230.00 | 48 3.86 44.81 250.00 | 3 0.24 45.05 270.00 | 12 0.97 46.02 300.00 | 4 0.32 46.34 310.00 | 2 0.16 46.50 315.00 | 4 0.32 46.82 350.00 | 1 0.08 46.90 360.00 | 659 53.02 99.92 . | 1 0.08 100.00 ------------+----------------------------------- Total | 1,243 100.00 Frequencies for additionaldrugcoverageoffered variable in pdp2016 dataset : Additional | Drug | Coverage | Offered in | the Gap | Freq. Percent Cum. ------------+----------------------------------- | 1 0.08 0.08 No | 944 75.95 76.03 Yes | 298 23.97 100.00 ------------+----------------------------------- Total | 1,243 100.00 Frequencies for contractid variable in pdp2016 dataset : Contract ID | Freq. Percent Cum. ------------+----------------------------------- | 1 0.08 0.08 S0522 | 98 7.88 7.96 S1030 | 4 0.32 8.29 S1140 | 1 0.08 8.37 S2468 | 2 0.16 8.53 S2505 | 7 0.56 9.09 S2874 | 2 0.16 9.25 S2893 | 8 0.64 9.90 S4054 | 2 0.16 10.06 S4607 | 33 2.65 12.71 S4802 | 7 0.56 13.27 S5540 | 2 0.16 13.44 S5552 | 3 0.24 13.68 S5580 | 3 0.24 13.92 S5584 | 2 0.16 14.08 S5593 | 4 0.32 14.40 S5596 | 36 2.90 17.30 S5601 | 101 8.13 25.42 S5609 | 4 0.32 25.74 S5660 | 102 8.21 33.95 S5715 | 12 0.97 34.92 S5726 | 3 0.24 35.16 S5743 | 14 1.13 36.28 S5753 | 2 0.16 36.44 S5755 | 136 10.94 47.39 S5768 | 102 8.21 55.59 S5795 | 2 0.16 55.75 S5805 | 1 0.08 55.83 S5810 | 51 4.10 59.94 S5820 | 55 4.42 64.36 S5877 | 4 0.32 64.68 S5884 | 150 12.07 76.75 S5904 | 2 0.16 76.91 S5916 | 4 0.32 77.23 S5921 | 51 4.10 81.34 S5953 | 2 0.16 81.50 S5967 | 102 8.21 89.70 S5983 | 2 0.16 89.86 S5993 | 2 0.16 90.02 S6311 | 1 0.08 90.10 S6506 | 2 0.16 90.27 S7230 | 4 0.32 90.59 S7610 | 1 0.08 90.67 S7694 | 65 5.23 95.90 S8067 | 4 0.32 96.22 S9579 | 47 3.78 100.00 ------------+----------------------------------- Total | 1,243 100.00 Frequencies for planid variable in pdp2016 dataset : Plan ID | Freq. Percent Cum. ------------+----------------------------------- | 1 0.08 0.08 001 | 47 3.78 3.86 002 | 36 2.90 6.76 003 | 27 2.17 8.93 004 | 30 2.41 11.34 005 | 17 1.37 12.71 006 | 19 1.53 14.24 007 | 11 0.88 15.12 008 | 11 0.88 16.01 009 | 10 0.80 16.81 010 | 12 0.97 17.78 011 | 12 0.97 18.74 012 | 12 0.97 19.71 013 | 10 0.80 20.51 014 | 14 1.13 21.64 015 | 12 0.97 22.61 016 | 8 0.64 23.25 017 | 8 0.64 23.89 018 | 10 0.80 24.70 019 | 8 0.64 25.34 020 | 16 1.29 26.63 021 | 9 0.72 27.35 022 | 9 0.72 28.08 023 | 6 0.48 28.56 024 | 22 1.77 30.33 025 | 12 0.97 31.30 026 | 6 0.48 31.78 027 | 4 0.32 32.10 028 | 14 1.13 33.23 029 | 7 0.56 33.79 030 | 12 0.97 34.75 031 | 7 0.56 35.32 032 | 6 0.48 35.80 033 | 6 0.48 36.28 034 | 7 0.56 36.85 035 | 6 0.48 37.33 036 | 7 0.56 37.89 037 | 4 0.32 38.21 038 | 5 0.40 38.62 039 | 5 0.40 39.02 040 | 4 0.32 39.34 041 | 3 0.24 39.58 042 | 9 0.72 40.31 043 | 3 0.24 40.55 044 | 4 0.32 40.87 045 | 4 0.32 41.19 046 | 6 0.48 41.67 047 | 2 0.16 41.83 048 | 3 0.24 42.08 049 | 5 0.40 42.48 050 | 9 0.72 43.20 051 | 11 0.88 44.09 052 | 3 0.24 44.33 053 | 3 0.24 44.57 054 | 3 0.24 44.81 055 | 3 0.24 45.05 056 | 5 0.40 45.45 057 | 4 0.32 45.78 058 | 4 0.32 46.10 059 | 11 0.88 46.98 060 | 5 0.40 47.39 061 | 5 0.40 47.79 062 | 6 0.48 48.27 063 | 6 0.48 48.75 064 | 6 0.48 49.24 065 | 5 0.40 49.64 066 | 4 0.32 49.96 067 | 3 0.24 50.20 068 | 3 0.24 50.44 069 | 1 0.08 50.52 070 | 2 0.16 50.68 071 | 2 0.16 50.84 072 | 8 0.64 51.49 073 | 5 0.40 51.89 074 | 6 0.48 52.37 075 | 2 0.16 52.53 076 | 5 0.40 52.94 077 | 4 0.32 53.26 078 | 4 0.32 53.58 079 | 5 0.40 53.98 080 | 3 0.24 54.22 081 | 5 0.40 54.63 082 | 1 0.08 54.71 083 | 9 0.72 55.43 084 | 1 0.08 55.51 085 | 2 0.16 55.67 086 | 3 0.24 55.91 087 | 2 0.16 56.07 088 | 1 0.08 56.15 089 | 3 0.24 56.40 091 | 1 0.08 56.48 092 | 3 0.24 56.72 093 | 2 0.16 56.88 094 | 2 0.16 57.04 095 | 1 0.08 57.12 096 | 7 0.56 57.68 097 | 1 0.08 57.76 098 | 1 0.08 57.84 099 | 1 0.08 57.92 100 | 1 0.08 58.00 101 | 4 0.32 58.33 102 | 6 0.48 58.81 103 | 4 0.32 59.13 104 | 4 0.32 59.45 105 | 6 0.48 59.94 106 | 4 0.32 60.26 107 | 8 0.64 60.90 108 | 8 0.64 61.54 109 | 4 0.32 61.87 110 | 5 0.40 62.27 111 | 4 0.32 62.59 112 | 3 0.24 62.83 113 | 4 0.32 63.15 114 | 4 0.32 63.48 115 | 5 0.40 63.88 116 | 3 0.24 64.12 117 | 6 0.48 64.60 118 | 6 0.48 65.08 119 | 4 0.32 65.41 120 | 4 0.32 65.73 121 | 2 0.16 65.89 122 | 2 0.16 66.05 123 | 2 0.16 66.21 124 | 2 0.16 66.37 125 | 4 0.32 66.69 126 | 6 0.48 67.18 127 | 9 0.72 67.90 128 | 5 0.40 68.30 129 | 10 0.80 69.11 130 | 3 0.24 69.35 131 | 4 0.32 69.67 132 | 5 0.40 70.07 133 | 5 0.40 70.47 134 | 4 0.32 70.80 135 | 4 0.32 71.12 136 | 3 0.24 71.36 137 | 3 0.24 71.60 138 | 6 0.48 72.08 139 | 6 0.48 72.57 140 | 3 0.24 72.81 141 | 3 0.24 73.05 142 | 5 0.40 73.45 143 | 4 0.32 73.77 144 | 3 0.24 74.01 145 | 9 0.72 74.74 146 | 3 0.24 74.98 147 | 4 0.32 75.30 148 | 10 0.80 76.11 149 | 7 0.56 76.67 150 | 3 0.24 76.91 151 | 5 0.40 77.31 152 | 5 0.40 77.72 153 | 3 0.24 77.96 154 | 4 0.32 78.28 155 | 3 0.24 78.52 156 | 2 0.16 78.68 157 | 2 0.16 78.84 158 | 3 0.24 79.08 159 | 2 0.16 79.24 160 | 2 0.16 79.40 161 | 3 0.24 79.65 162 | 8 0.64 80.29 163 | 2 0.16 80.45 164 | 5 0.40 80.85 165 | 4 0.32 81.17 166 | 3 0.24 81.42 167 | 4 0.32 81.74 168 | 4 0.32 82.06 169 | 3 0.24 82.30 170 | 4 0.32 82.62 171 | 9 0.72 83.35 172 | 4 0.32 83.67 173 | 4 0.32 83.99 174 | 6 0.48 84.47 175 | 3 0.24 84.71 176 | 6 0.48 85.20 177 | 6 0.48 85.68 178 | 4 0.32 86.00 179 | 3 0.24 86.24 180 | 4 0.32 86.56 181 | 3 0.24 86.81 182 | 4 0.32 87.13 183 | 3 0.24 87.37 184 | 4 0.32 87.69 185 | 5 0.40 88.09 186 | 6 0.48 88.58 187 | 4 0.32 88.90 188 | 2 0.16 89.06 189 | 3 0.24 89.30 190 | 9 0.72 90.02 191 | 2 0.16 90.19 192 | 4 0.32 90.51 193 | 3 0.24 90.75 194 | 3 0.24 90.99 195 | 9 0.72 91.71 196 | 9 0.72 92.44 197 | 3 0.24 92.68 198 | 3 0.24 92.92 199 | 3 0.24 93.16 200 | 2 0.16 93.32 201 | 2 0.16 93.48 202 | 3 0.24 93.72 203 | 2 0.16 93.89 204 | 2 0.16 94.05 205 | 2 0.16 94.21 206 | 4 0.32 94.53 207 | 1 0.08 94.61 208 | 3 0.24 94.85 209 | 1 0.08 94.93 210 | 2 0.16 95.09 211 | 2 0.16 95.25 212 | 1 0.08 95.33 213 | 1 0.08 95.41 214 | 1 0.08 95.49 215 | 2 0.16 95.66 216 | 2 0.16 95.82 217 | 1 0.08 95.90 348 | 4 0.32 96.22 349 | 1 0.08 96.30 350 | 3 0.24 96.54 351 | 2 0.16 96.70 352 | 1 0.08 96.78 353 | 1 0.08 96.86 354 | 1 0.08 96.94 355 | 1 0.08 97.02 356 | 1 0.08 97.10 357 | 2 0.16 97.26 358 | 1 0.08 97.35 359 | 1 0.08 97.43 360 | 2 0.16 97.59 361 | 1 0.08 97.67 362 | 1 0.08 97.75 363 | 1 0.08 97.83 364 | 1 0.08 97.91 365 | 1 0.08 97.99 366 | 1 0.08 98.07 367 | 1 0.08 98.15 368 | 1 0.08 98.23 369 | 1 0.08 98.31 370 | 7 0.56 98.87 371 | 1 0.08 98.95 372 | 1 0.08 99.03 373 | 1 0.08 99.12 374 | 2 0.16 99.28 375 | 2 0.16 99.44 376 | 1 0.08 99.52 377 | 1 0.08 99.60 378 | 2 0.16 99.76 379 | 1 0.08 99.84 380 | 1 0.08 99.92 381 | 1 0.08 100.00 ------------+----------------------------------- Total | 1,243 100.00 Frequencies for benefittypedetail variable in pdp2016 dataset : Benefit | Type Detail | Freq. Percent Cum. ------------+----------------------------------- | 1 0.08 0.08 AE | 484 38.94 39.02 BA | 133 10.70 49.72 EA | 625 50.28 100.00 ------------+----------------------------------- Total | 1,243 100.00 Frequencies for summarystarrating variable in pdp2016 dataset : Summary | Star Rating | Freq. Percent Cum. ------------+----------------------------------- 2 | 1 0.08 0.08 2.5 | 347 27.92 28.00 3 | 394 31.70 59.69 3.5 | 214 17.22 76.91 4 | 234 18.83 95.74 4.5 | 14 1.13 96.86 5 | 2 0.16 97.02 . | 37 2.98 100.00 ------------+----------------------------------- Total | 1,243 100.00 Frequencies for summarystarratingstr variable in pdp2016 dataset : Summary Star Rating | Freq. Percent Cum. ----------------------------+----------------------------------- | 1 0.08 0.08 2 Stars | 1 0.08 0.16 2.5 Stars | 347 27.92 28.08 3 Stars | 394 31.70 59.77 3.5 Stars | 214 17.22 76.99 4 Stars | 234 18.83 95.82 4.5 Stars | 14 1.13 96.94 5 Stars | 2 0.16 97.10 Plan too new to be measured | 36 2.90 100.00 ----------------------------+----------------------------------- Total | 1,243 100.00 by Jean Roth , jroth@nber.org , 19 Sep 2018