Frequencies for pdp2013 dataset : by Jean Roth , jroth@nber.org , 14 Apr 2016 Frequencies for state variable in pdp2013 dataset : State | Freq. Percent Cum. -------------------------+----------------------------------- Alabama | 28 2.11 2.11 Alaska | 20 1.51 3.61 American Samoa | 1 0.08 3.69 Arizona | 24 1.81 5.50 Arkansas | 25 1.88 7.38 California | 27 2.03 9.41 Colorado | 24 1.81 11.22 Connecticut | 25 1.88 13.10 Delaware | 24 1.81 14.91 Florida | 29 2.18 17.09 Georgia | 25 1.88 18.98 Guam | 1 0.08 19.05 Hawaii | 18 1.36 20.41 Idaho | 27 2.03 22.44 Illinois | 27 2.03 24.47 Indiana | 26 1.96 26.43 Iowa | 27 2.03 28.46 Kansas | 25 1.88 30.35 Kentucky | 26 1.96 32.30 Louisiana | 25 1.88 34.19 Maine | 23 1.73 35.92 Maryland | 24 1.81 37.73 Massachusetts | 25 1.88 39.61 Michigan | 28 2.11 41.72 Minnesota | 27 2.03 43.75 Mississippi | 24 1.81 45.56 Missouri | 26 1.96 47.52 Montana | 27 2.03 49.55 Nebraska | 27 2.03 51.58 Nevada | 24 1.81 53.39 New Hampshire | 23 1.73 55.12 New Jersey | 24 1.81 56.93 New Mexico | 25 1.88 58.81 New York | 23 1.73 60.54 North Carolina | 25 1.88 62.42 North Dakota | 27 2.03 64.46 Northern Mariana Islands | 1 0.08 64.53 Ohio | 28 2.11 66.64 Oklahoma | 25 1.88 68.52 Oregon | 25 1.88 70.41 Pennsylvania | 33 2.48 72.89 Puerto Rico | 14 1.05 73.95 Rhode Island | 25 1.88 75.83 South Carolina | 26 1.96 77.79 South Dakota | 27 2.03 79.82 Tennessee | 28 2.11 81.93 Texas | 27 2.03 83.96 Utah | 27 2.03 85.99 Vermont | 25 1.88 87.88 Virgin Islands | 1 0.08 87.95 Virginia | 26 1.96 89.91 Washington | 25 1.88 91.79 Washington D.C. | 24 1.81 93.60 West Virginia | 33 2.48 96.08 Wisconsin | 25 1.88 97.97 Wyoming | 27 2.03 100.00 -------------------------+----------------------------------- Total | 1,328 100.00 Frequencies for companyname variable in pdp2013 dataset : Company Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- ARKANSAS BLUE CROSS AND BLUE SHIELD | 2 0.15 0.15 Aetna Medicare | 101 7.61 7.76 Alliance Medicare Rx | 2 0.15 7.91 AmeriHealth Rx | 4 0.30 8.21 Anthem Blue Cross Life and Health Ins.. | 3 0.23 8.43 Anthem Blue Cross and Blue Shield | 32 2.41 10.84 Asuris Northwest Health | 4 0.30 11.14 Avalon Insurance Company | 4 0.30 11.45 Blue Cross & Blue Shield of Rhode Isl.. | 2 0.15 11.60 Blue Cross Blue Shield of Georgia | 3 0.23 11.82 Blue Cross Blue Shield of Michigan | 2 0.15 11.97 Blue Cross Blue Shield of North Dakota | 2 0.15 12.12 Blue Cross Blue Shield of South Carol.. | 2 0.15 12.27 Blue Cross Blue Shield of Wyoming | 2 0.15 12.42 Blue Cross and Blue Shield of Alabama | 2 0.15 12.58 Blue Cross and Blue Shield of Arizona | 1 0.08 12.65 Blue Cross and Blue Shield of Louisiana | 2 0.15 12.80 Blue Cross and Blue Shield of Massach.. | 2 0.15 12.95 Blue Cross and Blue Shield of Minnesota | 2 0.15 13.10 Blue Cross and Blue Shield of Montana | 2 0.15 13.25 Blue Cross and Blue Shield of Nebraska | 2 0.15 13.40 Blue Cross and Blue Shield of North C.. | 2 0.15 13.55 Blue Cross and Blue Shield of Vermont | 2 0.15 13.70 Blue MedicareRx | 3 0.23 13.93 Blue Shield of California | 2 0.15 14.08 BlueCross BlueShield of Tennessee | 2 0.15 14.23 Cigna Medicare Rx | 79 5.95 20.18 EMI Health | 4 0.30 20.48 EmblemHealth Medicare PDP | 1 0.08 20.56 EnvisionRx Plus | 102 7.68 28.24 Excellus Health Plan, Inc | 1 0.08 28.31 Express Scripts Medicare | 84 6.33 34.64 First Health Part D | 151 11.37 46.01 First Medical Health Plan, Inc. | 2 0.15 46.16 First United American Life Insurance .. | 2 0.15 46.31 Florida Blue | 2 0.15 46.46 HISC - Blue Cross Blue Shield of Illi.. | 2 0.15 46.61 HISC - Blue Cross Blue Shield of New .. | 2 0.15 46.76 HISC - Blue Cross Blue Shield of Okla.. | 2 0.15 46.91 HISC - Blue Cross Blue Shield of Texas | 2 0.15 47.06 Health Alliance Medicare Prescription.. | 1 0.08 47.14 Health First Medicare Prescription Dr.. | 2 0.15 47.29 HealthMarkets Medicare | 50 3.77 51.05 HealthNow New York Inc. | 1 0.08 51.13 HealthSpring Prescription Drug Plan | 51 3.84 54.97 Highmark Health Insurance Company | 4 0.30 55.27 Horizon Blue Cross Blue Shield of New.. | 2 0.15 55.42 Humana Insurance Company | 142 10.69 66.11 Humana Insurance Company of New York | 3 0.23 66.34 Humana Insurance of Puerto Rico, Inc. | 2 0.15 66.49 Medi-CareFirst BlueCross BlueShield | 6 0.45 66.94 PICA | 2 0.15 67.09 Preferred Medicare Choice, Inc. | 3 0.23 67.32 Regence BlueCross BlueShield of Utah | 2 0.15 67.47 Regence BlueShield of Idaho | 2 0.15 67.62 SecureAdvantage Rx | 6 0.45 68.07 Triple-S Salud, Inc. | 2 0.15 68.22 UniCare | 46 3.46 71.69 United American Insurance Company | 98 7.38 79.07 UnitedHealthcare | 151 11.37 90.44 WPS Health Insurance | 2 0.15 90.59 WellCare | 100 7.53 98.12 Wellmark Blue Cross Blue Shield of So.. | 2 0.15 98.27 Wellmark Blue Cross and Blue Shield o.. | 2 0.15 98.42 Windsor Rx | 21 1.58 100.00 ----------------------------------------+----------------------------------- Total | 1,328 100.00 Frequencies for planname variable in pdp2013 dataset : Plan Name | Freq. Percent Cum. ----------------------------------------+----------------------------------- AARP MedicareRx Enhanced (PDP) | 49 3.69 3.69 AARP MedicareRx Preferred (PDP) | 56 4.22 7.91 AARP MedicareRx Saver Plus (PDP) | 46 3.46 11.37 AR Blue Cross - Medi-Pak Rx Basic (PDP) | 1 0.08 11.45 AR Blue Cross - Medi-Pak Rx Premier (.. | 1 0.08 11.52 Aetna CVS/pharmacy Prescription Drug .. | 44 3.31 14.83 Aetna Medicare Rx Essentials (PDP) | 7 0.53 15.36 Aetna Medicare Rx Premier (PDP) | 50 3.77 19.13 Alliance Medicare RX (PDP) | 2 0.15 19.28 AmeriHealth Rx Option I (PDP) | 2 0.15 19.43 AmeriHealth Rx Option II (PDP) | 2 0.15 19.58 Asuris Medicare Script Basic (PDP) | 2 0.15 19.73 Asuris Medicare Script Enhanced (PDP) | 2 0.15 19.88 Blue Cross MedicareRx Gold (PDP) | 1 0.08 19.95 Blue Cross MedicareRx Plus (PDP) | 1 0.08 20.03 Blue Cross MedicareRx Standard (PDP) | 1 0.08 20.11 Blue Medicare Rx Enhanced (PDP) | 1 0.08 20.18 Blue Medicare Rx Standard (PDP) | 1 0.08 20.26 Blue MedicareRx (PDP) | 1 0.08 20.33 Blue MedicareRx Plus (PDP) | 16 1.20 21.54 Blue MedicareRx Premier (PDP) | 16 1.20 22.74 Blue MedicareRx Standard (PDP) | 10 0.75 23.49 Blue MedicareRx Value (PDP) | 6 0.45 23.95 Blue MedicareRx Value Plus (PDP) | 4 0.30 24.25 Blue Rx Complete (PDP) | 2 0.15 24.40 Blue Rx Plus (PDP) | 2 0.15 24.55 Blue Shield Medicare Basic Plan (PDP) | 1 0.08 24.62 Blue Shield Medicare Enhanced Plan (P.. | 1 0.08 24.70 BlueCross BlueShield Rx PDP (PDP) | 1 0.08 24.77 BlueMedicare Rx-Option 1 (PDP) | 1 0.08 24.85 BlueMedicare Rx-Option 2 (PDP) | 1 0.08 24.92 BlueRx Enhanced (PDP) | 3 0.23 25.15 BlueRx Option I (PDP) | 2 0.15 25.30 BlueRx Option II (PDP) | 2 0.15 25.45 BlueRx Standard (PDP) | 3 0.23 25.68 Cigna Medicare Rx Plan One (PDP) | 51 3.84 29.52 Cigna Medicare Rx Plan Two (PDP) | 28 2.11 31.63 Educators Rx Advantage (PDP) | 2 0.15 31.78 Educators Rx Basic (PDP) | 2 0.15 31.93 EnvisionRxPlus Gold (PDP) | 51 3.84 35.77 EnvisionRxPlus Silver (PDP) | 51 3.84 39.61 Express Scripts Medicare - Choice (PDP) | 32 2.41 42.02 Express Scripts Medicare - Value (PDP) | 52 3.92 45.93 First Health Part D Essentials (PDP) | 7 0.53 46.46 First Health Part D Premier (PDP) | 44 3.31 49.77 First Health Part D Premier Plus (PDP) | 51 3.84 53.61 First Health Part D Value Plus (PDP) | 49 3.69 57.30 First United American - Enhanced (PDP) | 1 0.08 57.38 First United American - Select (PDP) | 1 0.08 57.45 Health Alliance Medicare Prescription.. | 1 0.08 57.53 Health First Essential Prescription D.. | 1 0.08 57.61 Health First Prime Prescription Drug .. | 1 0.08 57.68 HealthSpring Prescription Drug Plan -.. | 2 0.15 57.83 HealthSpring Prescription Drug Plan -.. | 4 0.30 58.13 HealthSpring Prescription Drug Plan -.. | 1 0.08 58.21 HealthSpring Prescription Drug Plan -.. | 1 0.08 58.28 HealthSpring Prescription Drug Plan -.. | 3 0.23 58.51 HealthSpring Prescription Drug Plan -.. | 2 0.15 58.66 HealthSpring Prescription Drug Plan -.. | 1 0.08 58.73 HealthSpring Prescription Drug Plan -.. | 1 0.08 58.81 HealthSpring Prescription Drug Plan -.. | 1 0.08 58.89 HealthSpring Prescription Drug Plan -.. | 2 0.15 59.04 HealthSpring Prescription Drug Plan-R.. | 1 0.08 59.11 HealthSpring Prescription Drug Plan-R.. | 1 0.08 59.19 HealthSpring Prescription Drug Plan-R.. | 1 0.08 59.26 HealthSpring Prescription Drug Plan-R.. | 1 0.08 59.34 HealthSpring Prescription Drug Plan-R.. | 2 0.15 59.49 HealthSpring Prescription Drug Plan-R.. | 1 0.08 59.56 HealthSpring Prescription Drug Plan-R.. | 1 0.08 59.64 HealthSpring Prescription Drug Plan-R.. | 1 0.08 59.71 HealthSpring Prescription Drug Plan-R.. | 1 0.08 59.79 HealthSpring Prescription Drug Plan-R.. | 1 0.08 59.86 HealthSpring Prescription Drug Plan-R.. | 1 0.08 59.94 HealthSpring Prescription Drug Plan-R.. | 1 0.08 60.02 HealthSpring Prescription Drug Plan-R.. | 1 0.08 60.09 HealthSpring Prescription Drug Plan-R.. | 1 0.08 60.17 HealthSpring Prescription Drug Plan-R.. | 7 0.53 60.69 HealthSpring Prescription Drug Plan-R.. | 1 0.08 60.77 HealthSpring Prescription Drug Plan-R.. | 1 0.08 60.84 HealthSpring Prescription Drug Plan-R.. | 1 0.08 60.92 HealthSpring Prescription Drug Plan-R.. | 1 0.08 60.99 HealthSpring Prescription Drug Plan-R.. | 2 0.15 61.14 HealthSpring Prescription Drug Plan-R.. | 2 0.15 61.30 HealthSpring Prescription Drug Plan-R.. | 1 0.08 61.37 HealthSpring Prescription Drug Plan-R.. | 1 0.08 61.45 HealthSpring Prescription Drug Plan-R.. | 1 0.08 61.52 Horizon Medicare Blue Rx Enhanced (PDP) | 1 0.08 61.60 Horizon Medicare Blue Rx Standard (PDP) | 1 0.08 61.67 Humana Complete (PDP) | 43 3.24 64.91 Humana Enhanced (PDP) | 52 3.92 68.83 Humana Walmart-Preferred Rx Plan (PDP) | 52 3.92 72.74 MedBlue Rx (PDP) | 1 0.08 72.82 MedBlue Rx Plus (PDP) | 1 0.08 72.89 MediMax Plus (PDP) | 1 0.08 72.97 MediMax Elite (PDP) | 1 0.08 73.04 MediMax One (PDP) | 1 0.08 73.12 Medicare Prescription Drug Plan (PDP) | 1 0.08 73.19 MedicareBlue Rx Premier (PDP) | 7 0.53 73.72 MedicareBlue Rx Standard (PDP) | 7 0.53 74.25 MedicareRx Rewards Plus (PDP) | 7 0.53 74.77 MedicareRx Rewards Standard (PDP) | 39 2.94 77.71 PICA Alante (PDP) | 1 0.08 77.79 PICA Primero (PDP) | 1 0.08 77.86 PharmaPlus (PDP) | 1 0.08 77.94 PharmaPremium (PDP) | 1 0.08 78.01 Prescription Blue Option A (PDP) | 1 0.08 78.09 Prescription Blue Option B (PDP) | 1 0.08 78.16 Reader's Digest Value Rx (PDP) | 50 3.77 81.93 Regence Medicare Script Basic (PDP) | 2 0.15 82.08 Regence Medicare Script Enhanced (PDP) | 2 0.15 82.23 RxBLUE BASIC (PDP) | 1 0.08 82.30 RxBLUE PLUS (PDP) | 1 0.08 82.38 SecureAdvantage Rx - Option 1 (PDP) | 3 0.23 82.61 SecureAdvantage Rx - Option II (PDP) | 3 0.23 82.83 SecureRx - Option 1 (PDP) | 2 0.15 82.98 SecureRx - Option 3 (PDP) | 2 0.15 83.13 SmartSaver Rx PDP (PDP) | 1 0.08 83.21 Triple-S FarmaMed (PDP) | 1 0.08 83.28 Triple-S FarmaMed Plus (PDP) | 1 0.08 83.36 United American - Enhanced (PDP) | 48 3.61 86.97 United American - Select (PDP) | 50 3.77 90.74 WPS MedicareRx Plan 1 (PDP) | 1 0.08 90.81 WPS MedicareRx Plan 2 (PDP) | 1 0.08 90.89 WellCare Classic (PDP) | 50 3.77 94.65 WellCare Extra (PDP) | 50 3.77 98.42 Windsor Rx (PDP) | 21 1.58 100.00 ----------------------------------------+----------------------------------- Total | 1,328 100.00 Frequencies for benefittype variable in pdp2013 dataset : Benefit | Type | Freq. Percent Cum. ------------+----------------------------------- Basic | 694 52.26 52.26 Enhanced | 634 47.74 100.00 ------------+----------------------------------- Total | 1,328 100.00 Frequencies for zerodollarpremiumwithfulllo variable in pdp2013 dataset : $0 Premium | with Full | Low-Income | Subsidy? | Freq. Percent Cum. ------------+----------------------------------- | 932 70.18 70.18 x | 396 29.82 100.00 ------------+----------------------------------- Total | 1,328 100.00 Frequencies for monthlydrugpremium variable in pdp2013 dataset : Monthly | Drug | Premium | Freq. Percent Cum. ------------+----------------------------------- 3.5 | 1 0.08 0.08 8 | 1 0.08 0.15 9.2 | 1 0.08 0.23 9.6 | 1 0.08 0.30 9.9 | 1 0.08 0.38 14.8 | 1 0.08 0.45 15 | 46 3.46 3.92 15.5 | 1 0.08 3.99 17.5 | 1 0.08 4.07 18.5 | 51 3.84 7.91 22.1 | 1 0.08 7.98 23.1 | 1 0.08 8.06 23.7 | 1 0.08 8.13 24 | 1 0.08 8.21 24.4 | 1 0.08 8.28 24.5 | 1 0.08 8.36 25.4 | 4 0.30 8.66 25.5 | 2 0.15 8.81 25.7 | 1 0.08 8.89 25.9 | 1 0.08 8.96 26.2 | 1 0.08 9.04 26.3 | 1 0.08 9.11 26.5 | 1 0.08 9.19 26.8 | 1 0.08 9.26 27 | 1 0.08 9.34 27.1 | 7 0.53 9.86 27.2 | 1 0.08 9.94 27.3 | 1 0.08 10.02 27.7 | 1 0.08 10.09 27.9 | 1 0.08 10.17 28 | 2 0.15 10.32 28.1 | 1 0.08 10.39 28.2 | 2 0.15 10.54 28.3 | 2 0.15 10.69 28.4 | 1 0.08 10.77 28.5 | 1 0.08 10.84 28.6 | 1 0.08 10.92 28.7 | 2 0.15 11.07 28.8 | 3 0.23 11.30 29 | 1 0.08 11.37 29.1 | 3 0.23 11.60 29.2 | 1 0.08 11.67 29.3 | 1 0.08 11.75 29.4 | 1 0.08 11.82 29.7 | 1 0.08 11.90 29.9 | 3 0.23 12.12 30 | 2 0.15 12.27 30.1 | 1 0.08 12.35 30.3 | 4 0.30 12.65 30.5 | 3 0.23 12.88 30.6 | 2 0.15 13.03 30.7 | 3 0.23 13.25 30.8 | 4 0.30 13.55 30.9 | 3 0.23 13.78 31 | 6 0.45 14.23 31.1 | 1 0.08 14.31 31.3 | 3 0.23 14.53 31.4 | 3 0.23 14.76 31.5 | 4 0.30 15.06 31.6 | 6 0.45 15.51 31.7 | 2 0.15 15.66 31.8 | 1 0.08 15.74 31.9 | 1 0.08 15.81 32 | 3 0.23 16.04 32.1 | 4 0.30 16.34 32.2 | 2 0.15 16.49 32.3 | 3 0.23 16.72 32.4 | 1 0.08 16.79 32.5 | 27 2.03 18.83 32.6 | 7 0.53 19.35 32.7 | 2 0.15 19.50 32.8 | 3 0.23 19.73 32.9 | 1 0.08 19.80 33 | 5 0.38 20.18 33.1 | 2 0.15 20.33 33.2 | 8 0.60 20.93 33.4 | 1 0.08 21.01 33.5 | 9 0.68 21.69 33.6 | 5 0.38 22.06 33.7 | 5 0.38 22.44 33.8 | 9 0.68 23.12 33.9 | 9 0.68 23.80 34 | 13 0.98 24.77 34.1 | 1 0.08 24.85 34.2 | 2 0.15 25.00 34.3 | 2 0.15 25.15 34.5 | 10 0.75 25.90 34.6 | 2 0.15 26.05 34.7 | 6 0.45 26.51 34.8 | 1 0.08 26.58 34.9 | 6 0.45 27.03 35 | 2 0.15 27.18 35.1 | 7 0.53 27.71 35.2 | 10 0.75 28.46 35.3 | 8 0.60 29.07 35.4 | 11 0.83 29.89 35.5 | 2 0.15 30.05 35.6 | 3 0.23 30.27 35.7 | 3 0.23 30.50 35.8 | 10 0.75 31.25 36 | 5 0.38 31.63 36.1 | 6 0.45 32.08 36.2 | 1 0.08 32.15 36.3 | 4 0.30 32.45 36.4 | 4 0.30 32.76 36.5 | 2 0.15 32.91 36.6 | 5 0.38 33.28 36.7 | 2 0.15 33.43 36.8 | 5 0.38 33.81 36.9 | 7 0.53 34.34 37 | 3 0.23 34.56 37.1 | 1 0.08 34.64 37.2 | 3 0.23 34.86 37.3 | 5 0.38 35.24 37.4 | 3 0.23 35.47 37.5 | 12 0.90 36.37 37.6 | 8 0.60 36.97 37.7 | 13 0.98 37.95 37.8 | 2 0.15 38.10 37.9 | 9 0.68 38.78 38 | 9 0.68 39.46 38.1 | 2 0.15 39.61 38.2 | 3 0.23 39.83 38.3 | 2 0.15 39.98 38.4 | 9 0.68 40.66 38.5 | 2 0.15 40.81 38.6 | 1 0.08 40.89 38.7 | 3 0.23 41.11 38.8 | 8 0.60 41.72 38.9 | 2 0.15 41.87 39 | 18 1.36 43.22 39.1 | 10 0.75 43.98 39.2 | 6 0.45 44.43 39.3 | 5 0.38 44.80 39.4 | 2 0.15 44.95 39.5 | 2 0.15 45.11 39.6 | 16 1.20 46.31 39.7 | 2 0.15 46.46 39.9 | 2 0.15 46.61 40.1 | 2 0.15 46.76 40.2 | 1 0.08 46.84 40.3 | 3 0.23 47.06 40.4 | 1 0.08 47.14 40.5 | 2 0.15 47.29 40.6 | 8 0.60 47.89 40.7 | 2 0.15 48.04 40.8 | 1 0.08 48.12 41.1 | 2 0.15 48.27 41.3 | 1 0.08 48.34 41.4 | 3 0.23 48.57 41.6 | 1 0.08 48.64 41.7 | 4 0.30 48.95 41.8 | 2 0.15 49.10 41.9 | 2 0.15 49.25 42.1 | 5 0.38 49.62 42.2 | 2 0.15 49.77 42.3 | 4 0.30 50.08 42.4 | 2 0.15 50.23 42.5 | 8 0.60 50.83 42.6 | 1 0.08 50.90 42.7 | 1 0.08 50.98 42.8 | 3 0.23 51.20 42.9 | 4 0.30 51.51 43 | 2 0.15 51.66 43.1 | 6 0.45 52.11 43.2 | 4 0.30 52.41 43.4 | 1 0.08 52.48 43.5 | 1 0.08 52.56 43.6 | 1 0.08 52.64 43.7 | 3 0.23 52.86 43.8 | 2 0.15 53.01 43.9 | 5 0.38 53.39 44 | 5 0.38 53.77 44.1 | 15 1.13 54.89 44.2 | 5 0.38 55.27 44.4 | 4 0.30 55.57 44.6 | 2 0.15 55.72 44.8 | 4 0.30 56.02 45 | 1 0.08 56.10 45.2 | 2 0.15 56.25 45.3 | 2 0.15 56.40 45.6 | 1 0.08 56.48 45.7 | 1 0.08 56.55 45.8 | 1 0.08 56.63 45.9 | 1 0.08 56.70 46 | 2 0.15 56.85 46.1 | 2 0.15 57.00 46.4 | 1 0.08 57.08 46.5 | 1 0.08 57.15 46.7 | 1 0.08 57.23 46.9 | 3 0.23 57.45 47 | 1 0.08 57.53 47.1 | 2 0.15 57.68 47.2 | 1 0.08 57.76 47.4 | 2 0.15 57.91 47.5 | 1 0.08 57.98 47.6 | 2 0.15 58.13 47.7 | 1 0.08 58.21 47.8 | 6 0.45 58.66 47.9 | 4 0.30 58.96 48 | 3 0.23 59.19 48.1 | 1 0.08 59.26 48.4 | 1 0.08 59.34 48.5 | 1 0.08 59.41 48.6 | 2 0.15 59.56 48.7 | 1 0.08 59.64 48.8 | 1 0.08 59.71 48.9 | 2 0.15 59.86 49 | 13 0.98 60.84 49.1 | 5 0.38 61.22 49.4 | 1 0.08 61.30 49.6 | 1 0.08 61.37 50.1 | 1 0.08 61.45 50.2 | 1 0.08 61.52 50.3 | 4 0.30 61.82 50.6 | 2 0.15 61.97 50.9 | 2 0.15 62.12 51 | 1 0.08 62.20 51.2 | 6 0.45 62.65 51.3 | 1 0.08 62.73 51.4 | 1 0.08 62.80 51.8 | 1 0.08 62.88 52.1 | 1 0.08 62.95 52.2 | 2 0.15 63.10 52.4 | 3 0.23 63.33 52.5 | 5 0.38 63.70 52.9 | 1 0.08 63.78 53.1 | 1 0.08 63.86 53.4 | 1 0.08 63.93 53.6 | 1 0.08 64.01 53.7 | 2 0.15 64.16 54 | 41 3.09 67.24 54.2 | 1 0.08 67.32 54.3 | 1 0.08 67.39 54.4 | 1 0.08 67.47 54.5 | 10 0.75 68.22 54.9 | 1 0.08 68.30 55.4 | 1 0.08 68.37 55.7 | 1 0.08 68.45 55.8 | 3 0.23 68.67 55.9 | 3 0.23 68.90 56.1 | 1 0.08 68.98 56.7 | 3 0.23 69.20 56.8 | 3 0.23 69.43 57 | 1 0.08 69.50 57.3 | 4 0.30 69.80 57.4 | 1 0.08 69.88 57.5 | 3 0.23 70.11 57.7 | 1 0.08 70.18 58.2 | 2 0.15 70.33 58.3 | 1 0.08 70.41 58.7 | 1 0.08 70.48 58.8 | 1 0.08 70.56 59.4 | 2 0.15 70.71 59.6 | 1 0.08 70.78 59.8 | 3 0.23 71.01 60.5 | 1 0.08 71.08 60.8 | 1 0.08 71.16 61 | 2 0.15 71.31 61.1 | 2 0.15 71.46 61.2 | 1 0.08 71.54 61.3 | 2 0.15 71.69 61.4 | 3 0.23 71.91 62.2 | 2 0.15 72.06 62.3 | 9 0.68 72.74 63.3 | 1 0.08 72.82 63.4 | 1 0.08 72.89 63.8 | 2 0.15 73.04 64.1 | 9 0.68 73.72 64.8 | 1 0.08 73.80 65.8 | 2 0.15 73.95 66.3 | 1 0.08 74.02 66.5 | 1 0.08 74.10 67.2 | 1 0.08 74.17 67.9 | 1 0.08 74.25 69 | 1 0.08 74.32 69.7 | 2 0.15 74.47 70.3 | 1 0.08 74.55 70.9 | 1 0.08 74.62 71 | 1 0.08 74.70 71.1 | 1 0.08 74.77 71.3 | 1 0.08 74.85 71.4 | 1 0.08 74.92 71.6 | 1 0.08 75.00 71.7 | 2 0.15 75.15 72.1 | 1 0.08 75.23 72.2 | 1 0.08 75.30 72.5 | 1 0.08 75.38 72.9 | 2 0.15 75.53 73.5 | 1 0.08 75.60 74 | 2 0.15 75.75 74.1 | 1 0.08 75.83 74.6 | 2 0.15 75.98 74.9 | 1 0.08 76.05 75.8 | 2 0.15 76.20 75.9 | 1 0.08 76.28 76 | 2 0.15 76.43 76.5 | 5 0.38 76.81 76.8 | 1 0.08 76.88 76.9 | 2 0.15 77.03 78.1 | 2 0.15 77.18 78.2 | 1 0.08 77.26 78.7 | 1 0.08 77.33 78.8 | 2 0.15 77.48 79.1 | 1 0.08 77.56 79.2 | 1 0.08 77.64 79.3 | 1 0.08 77.71 79.6 | 1 0.08 77.79 80.5 | 2 0.15 77.94 80.6 | 8 0.60 78.54 81 | 1 0.08 78.61 81.1 | 1 0.08 78.69 81.3 | 1 0.08 78.77 81.4 | 3 0.23 78.99 81.7 | 1 0.08 79.07 82 | 2 0.15 79.22 82.2 | 1 0.08 79.29 82.6 | 1 0.08 79.37 82.8 | 3 0.23 79.59 83.9 | 1 0.08 79.67 84.3 | 1 0.08 79.74 84.4 | 1 0.08 79.82 85 | 1 0.08 79.89 85.1 | 1 0.08 79.97 85.4 | 2 0.15 80.12 85.9 | 2 0.15 80.27 86.2 | 3 0.23 80.50 86.6 | 1 0.08 80.57 87 | 1 0.08 80.65 87.3 | 3 0.23 80.87 87.4 | 1 0.08 80.95 88.2 | 2 0.15 81.10 88.4 | 1 0.08 81.17 88.6 | 1 0.08 81.25 88.8 | 1 0.08 81.33 88.9 | 5 0.38 81.70 89.4 | 2 0.15 81.85 89.7 | 1 0.08 81.93 89.9 | 1 0.08 82.00 90 | 4 0.30 82.30 90.2 | 1 0.08 82.38 90.8 | 1 0.08 82.45 91.2 | 2 0.15 82.61 91.6 | 4 0.30 82.91 91.8 | 1 0.08 82.98 92.3 | 8 0.60 83.58 92.4 | 4 0.30 83.89 92.6 | 1 0.08 83.96 92.8 | 1 0.08 84.04 92.9 | 4 0.30 84.34 93.2 | 2 0.15 84.49 94.4 | 1 0.08 84.56 94.7 | 2 0.15 84.71 95.1 | 2 0.15 84.86 95.3 | 1 0.08 84.94 95.4 | 2 0.15 85.09 95.9 | 3 0.23 85.32 96 | 1 0.08 85.39 96.2 | 1 0.08 85.47 96.6 | 1 0.08 85.54 97 | 1 0.08 85.62 97.1 | 1 0.08 85.69 97.3 | 1 0.08 85.77 97.8 | 1 0.08 85.84 98 | 1 0.08 85.92 98.3 | 1 0.08 85.99 98.6 | 1 0.08 86.07 98.7 | 1 0.08 86.14 98.8 | 2 0.15 86.30 99 | 1 0.08 86.37 99.2 | 1 0.08 86.45 99.4 | 1 0.08 86.52 99.5 | 7 0.53 87.05 99.6 | 2 0.15 87.20 99.7 | 2 0.15 87.35 99.9 | 1 0.08 87.42 100 | 2 0.15 87.58 100.1 | 2 0.15 87.73 100.2 | 8 0.60 88.33 100.4 | 1 0.08 88.40 100.7 | 4 0.30 88.70 101.1 | 1 0.08 88.78 101.2 | 4 0.30 89.08 101.3 | 1 0.08 89.16 101.7 | 1 0.08 89.23 101.9 | 2 0.15 89.38 102.3 | 1 0.08 89.46 102.4 | 4 0.30 89.76 102.5 | 11 0.83 90.59 102.7 | 7 0.53 91.11 103.3 | 1 0.08 91.19 103.4 | 2 0.15 91.34 103.7 | 2 0.15 91.49 104 | 1 0.08 91.57 104.2 | 3 0.23 91.79 104.5 | 2 0.15 91.94 104.6 | 1 0.08 92.02 104.9 | 1 0.08 92.09 105.6 | 2 0.15 92.24 105.8 | 3 0.23 92.47 106 | 2 0.15 92.62 106.1 | 1 0.08 92.70 107 | 7 0.53 93.22 107.6 | 2 0.15 93.37 107.7 | 2 0.15 93.52 108 | 1 0.08 93.60 108.5 | 1 0.08 93.67 109.2 | 2 0.15 93.83 109.6 | 4 0.30 94.13 109.8 | 1 0.08 94.20 110 | 1 0.08 94.28 110.2 | 7 0.53 94.80 110.7 | 2 0.15 94.95 111 | 2 0.15 95.11 111.1 | 1 0.08 95.18 111.4 | 2 0.15 95.33 111.6 | 1 0.08 95.41 112.4 | 1 0.08 95.48 112.7 | 1 0.08 95.56 112.8 | 1 0.08 95.63 112.9 | 1 0.08 95.71 113 | 1 0.08 95.78 113.1 | 3 0.23 96.01 113.2 | 5 0.38 96.39 113.6 | 1 0.08 96.46 113.7 | 1 0.08 96.54 113.8 | 4 0.30 96.84 113.9 | 1 0.08 96.91 114 | 4 0.30 97.21 114.8 | 2 0.15 97.36 115.2 | 1 0.08 97.44 115.5 | 1 0.08 97.52 115.7 | 1 0.08 97.59 115.8 | 1 0.08 97.67 116.2 | 2 0.15 97.82 116.3 | 2 0.15 97.97 116.4 | 1 0.08 98.04 116.5 | 2 0.15 98.19 116.7 | 1 0.08 98.27 116.8 | 1 0.08 98.34 117 | 1 0.08 98.42 118 | 1 0.08 98.49 118.4 | 1 0.08 98.57 118.6 | 2 0.15 98.72 118.8 | 1 0.08 98.80 118.9 | 1 0.08 98.87 119.7 | 1 0.08 98.95 120.7 | 2 0.15 99.10 121.2 | 1 0.08 99.17 121.8 | 2 0.15 99.32 122.4 | 3 0.23 99.55 125.9 | 1 0.08 99.62 127.6 | 1 0.08 99.70 129.8 | 1 0.08 99.77 165.4 | 3 0.23 100.00 ------------+----------------------------------- Total | 1,328 100.00 Frequencies for annualdrugdeductible variable in pdp2013 dataset : Annual Drug | Deductible | Freq. Percent Cum. ------------+----------------------------------- 0 | 567 42.70 42.70 40 | 7 0.53 43.22 60 | 1 0.08 43.30 70 | 3 0.23 43.52 80 | 10 0.75 44.28 100 | 8 0.60 44.88 110 | 6 0.45 45.33 120 | 4 0.30 45.63 125 | 1 0.08 45.71 130 | 3 0.23 45.93 140 | 5 0.38 46.31 150 | 53 3.99 50.30 160 | 7 0.53 50.83 170 | 1 0.08 50.90 175 | 1 0.08 50.98 187 | 4 0.30 51.28 200 | 32 2.41 53.69 250 | 9 0.68 54.37 299 | 1 0.08 54.44 310 | 1 0.08 54.52 315 | 2 0.15 54.67 325 | 602 45.33 100.00 ------------+----------------------------------- Total | 1,328 100.00 Frequencies for typeofadditionaldrugcoverag variable in pdp2013 dataset : Type of Additional Drug | Coverage Offered in the Gap | Freq. Percent Cum. ------------------------------+----------------------------------- All Generics | 13 0.98 0.98 Few Generics | 48 3.61 4.59 Many Generics | 104 7.83 12.42 Many Generics and Few Brands | 6 0.45 12.88 Many Generics and Some Brands | 63 4.74 17.62 No Gap Coverage | 898 67.62 85.24 Some Generics | 52 3.92 89.16 Some Generics and Few Brands | 1 0.08 89.23 Some Generics and Some Brands | 143 10.77 100.00 ------------------------------+----------------------------------- Total | 1,328 100.00 Frequencies for contractid variable in pdp2013 dataset : Contract ID | Freq. Percent Cum. ------------+----------------------------------- S0043 | 3 0.23 0.23 S0128 | 50 3.77 3.99 S0197 | 1 0.08 4.07 S0223 | 2 0.15 4.22 S1030 | 4 0.30 4.52 S1140 | 1 0.08 4.59 S2321 | 4 0.30 4.89 S2468 | 2 0.15 5.05 S2505 | 7 0.53 5.57 S2874 | 2 0.15 5.72 S2893 | 8 0.60 6.33 S3440 | 2 0.15 6.48 S3521 | 1 0.08 6.55 S4219 | 1 0.08 6.63 S4802 | 14 1.05 7.68 S5540 | 2 0.15 7.83 S5552 | 3 0.23 8.06 S5569 | 2 0.15 8.21 S5580 | 2 0.15 8.36 S5584 | 2 0.15 8.51 S5593 | 4 0.30 8.81 S5596 | 36 2.71 11.52 S5609 | 4 0.30 11.82 S5617 | 79 5.95 17.77 S5660 | 83 6.25 24.02 S5670 | 25 1.88 25.90 S5674 | 25 1.88 27.79 S5715 | 8 0.60 28.39 S5726 | 3 0.23 28.61 S5743 | 14 1.05 29.67 S5753 | 2 0.15 29.82 S5755 | 98 7.38 37.20 S5766 | 6 0.45 37.65 S5768 | 98 7.38 45.03 S5775 | 2 0.15 45.18 S5795 | 2 0.15 45.33 S5805 | 1 0.08 45.41 S5810 | 101 7.61 53.01 S5820 | 55 4.14 57.15 S5840 | 2 0.15 57.30 S5877 | 4 0.30 57.61 S5884 | 142 10.69 68.30 S5904 | 2 0.15 68.45 S5907 | 2 0.15 68.60 S5916 | 4 0.30 68.90 S5921 | 95 7.15 76.05 S5932 | 51 3.84 79.89 S5937 | 2 0.15 80.05 S5953 | 2 0.15 80.20 S5960 | 46 3.46 83.66 S5966 | 1 0.08 83.73 S5967 | 100 7.53 91.27 S5983 | 1 0.08 91.34 S5993 | 2 0.15 91.49 S6506 | 1 0.08 91.57 S7694 | 102 7.68 99.25 S8067 | 4 0.30 99.55 S9014 | 6 0.45 100.00 ------------+----------------------------------- Total | 1,328 100.00 Frequencies for planid variable in pdp2013 dataset : Plan ID | Freq. Percent Cum. ------------+----------------------------------- 001 | 50 3.77 3.77 002 | 38 2.86 6.63 003 | 33 2.48 9.11 004 | 30 2.26 11.37 005 | 21 1.58 12.95 006 | 19 1.43 14.38 007 | 13 0.98 15.36 008 | 15 1.13 16.49 009 | 12 0.90 17.39 010 | 11 0.83 18.22 011 | 12 0.90 19.13 012 | 8 0.60 19.73 013 | 11 0.83 20.56 014 | 10 0.75 21.31 015 | 12 0.90 22.21 016 | 7 0.53 22.74 017 | 9 0.68 23.42 018 | 11 0.83 24.25 019 | 8 0.60 24.85 020 | 8 0.60 25.45 021 | 9 0.68 26.13 022 | 6 0.45 26.58 023 | 8 0.60 27.18 024 | 18 1.36 28.54 025 | 11 0.83 29.37 026 | 11 0.83 30.20 027 | 5 0.38 30.57 028 | 13 0.98 31.55 029 | 9 0.68 32.23 030 | 19 1.43 33.66 031 | 12 0.90 34.56 032 | 7 0.53 35.09 033 | 12 0.90 35.99 034 | 11 0.83 36.82 035 | 14 1.05 37.88 036 | 8 0.60 38.48 037 | 3 0.23 38.70 038 | 8 0.60 39.31 039 | 6 0.45 39.76 040 | 5 0.38 40.14 041 | 4 0.30 40.44 042 | 4 0.30 40.74 043 | 6 0.45 41.19 044 | 3 0.23 41.42 045 | 4 0.30 41.72 046 | 5 0.38 42.09 047 | 4 0.30 42.39 048 | 4 0.30 42.70 049 | 3 0.23 42.92 050 | 2 0.15 43.07 051 | 2 0.15 43.22 052 | 2 0.15 43.37 053 | 12 0.90 44.28 054 | 2 0.15 44.43 055 | 1 0.08 44.50 056 | 2 0.15 44.65 057 | 2 0.15 44.80 058 | 4 0.30 45.11 059 | 11 0.83 45.93 060 | 4 0.30 46.23 061 | 2 0.15 46.39 062 | 3 0.23 46.61 063 | 4 0.30 46.91 064 | 3 0.23 47.14 065 | 4 0.30 47.44 066 | 4 0.30 47.74 067 | 1 0.08 47.82 068 | 2 0.15 47.97 070 | 1 0.08 48.04 071 | 3 0.23 48.27 072 | 4 0.30 48.57 073 | 9 0.68 49.25 074 | 6 0.45 49.70 075 | 2 0.15 49.85 076 | 7 0.53 50.38 077 | 5 0.38 50.75 078 | 4 0.30 51.05 079 | 2 0.15 51.20 080 | 2 0.15 51.36 081 | 2 0.15 51.51 082 | 3 0.23 51.73 083 | 13 0.98 52.71 084 | 3 0.23 52.94 085 | 4 0.30 53.24 086 | 4 0.30 53.54 087 | 3 0.23 53.77 088 | 3 0.23 53.99 089 | 4 0.30 54.29 090 | 2 0.15 54.44 091 | 2 0.15 54.59 092 | 4 0.30 54.89 093 | 5 0.38 55.27 094 | 3 0.23 55.50 095 | 8 0.60 56.10 096 | 9 0.68 56.78 097 | 2 0.15 56.93 098 | 2 0.15 57.08 099 | 2 0.15 57.23 100 | 3 0.23 57.45 101 | 6 0.45 57.91 102 | 8 0.60 58.51 103 | 7 0.53 59.04 104 | 5 0.38 59.41 105 | 5 0.38 59.79 106 | 4 0.30 60.09 107 | 4 0.30 60.39 108 | 9 0.68 61.07 109 | 3 0.23 61.30 110 | 3 0.23 61.52 111 | 5 0.38 61.90 112 | 4 0.30 62.20 113 | 5 0.38 62.58 114 | 5 0.38 62.95 115 | 3 0.23 63.18 116 | 2 0.15 63.33 117 | 4 0.30 63.63 118 | 6 0.45 64.08 119 | 3 0.23 64.31 120 | 2 0.15 64.46 121 | 1 0.08 64.53 122 | 8 0.60 65.14 123 | 12 0.90 66.04 124 | 1 0.08 66.11 125 | 4 0.30 66.42 126 | 7 0.53 66.94 127 | 9 0.68 67.62 128 | 6 0.45 68.07 129 | 4 0.30 68.37 130 | 3 0.23 68.60 131 | 10 0.75 69.35 132 | 6 0.45 69.80 133 | 6 0.45 70.26 134 | 4 0.30 70.56 135 | 4 0.30 70.86 136 | 5 0.38 71.23 137 | 5 0.38 71.61 138 | 8 0.60 72.21 139 | 7 0.53 72.74 140 | 4 0.30 73.04 141 | 3 0.23 73.27 142 | 5 0.38 73.64 143 | 6 0.45 74.10 144 | 6 0.45 74.55 145 | 9 0.68 75.23 146 | 3 0.23 75.45 147 | 5 0.38 75.83 148 | 12 0.90 76.73 149 | 3 0.23 76.96 150 | 3 0.23 77.18 151 | 2 0.15 77.33 152 | 3 0.23 77.56 153 | 6 0.45 78.01 154 | 3 0.23 78.24 155 | 2 0.15 78.39 156 | 1 0.08 78.46 157 | 2 0.15 78.61 158 | 4 0.30 78.92 159 | 2 0.15 79.07 160 | 2 0.15 79.22 161 | 2 0.15 79.37 162 | 8 0.60 79.97 163 | 4 0.30 80.27 164 | 1 0.08 80.35 165 | 1 0.08 80.42 166 | 1 0.08 80.50 167 | 2 0.15 80.65 168 | 2 0.15 80.80 169 | 1 0.08 80.87 170 | 1 0.08 80.95 171 | 3 0.23 81.17 172 | 10 0.75 81.93 173 | 4 0.30 82.23 174 | 5 0.38 82.61 175 | 4 0.30 82.91 176 | 7 0.53 83.43 177 | 5 0.38 83.81 178 | 4 0.30 84.11 179 | 3 0.23 84.34 180 | 3 0.23 84.56 181 | 3 0.23 84.79 182 | 7 0.53 85.32 183 | 8 0.60 85.92 184 | 5 0.38 86.30 185 | 7 0.53 86.82 186 | 3 0.23 87.05 187 | 5 0.38 87.42 188 | 3 0.23 87.65 189 | 3 0.23 87.88 190 | 3 0.23 88.10 191 | 2 0.15 88.25 192 | 4 0.30 88.55 193 | 3 0.23 88.78 194 | 3 0.23 89.01 195 | 22 1.66 90.66 196 | 8 0.60 91.27 197 | 3 0.23 91.49 198 | 4 0.30 91.79 199 | 3 0.23 92.02 200 | 3 0.23 92.24 201 | 4 0.30 92.55 202 | 4 0.30 92.85 203 | 2 0.15 93.00 204 | 3 0.23 93.22 205 | 2 0.15 93.37 213 | 1 0.08 93.45 214 | 3 0.23 93.67 215 | 2 0.15 93.83 216 | 1 0.08 93.90 217 | 1 0.08 93.98 218 | 1 0.08 94.05 219 | 1 0.08 94.13 220 | 2 0.15 94.28 221 | 1 0.08 94.35 222 | 2 0.15 94.50 223 | 2 0.15 94.65 224 | 1 0.08 94.73 225 | 1 0.08 94.80 226 | 1 0.08 94.88 227 | 1 0.08 94.95 233 | 1 0.08 95.03 235 | 1 0.08 95.11 239 | 4 0.30 95.41 240 | 1 0.08 95.48 241 | 1 0.08 95.56 249 | 7 0.53 96.08 263 | 1 0.08 96.16 273 | 1 0.08 96.23 293 | 1 0.08 96.31 303 | 1 0.08 96.39 323 | 1 0.08 96.46 333 | 1 0.08 96.54 348 | 4 0.30 96.84 349 | 1 0.08 96.91 350 | 3 0.23 97.14 351 | 2 0.15 97.29 352 | 1 0.08 97.36 353 | 1 0.08 97.44 354 | 1 0.08 97.52 355 | 1 0.08 97.59 356 | 1 0.08 97.67 357 | 2 0.15 97.82 358 | 1 0.08 97.89 359 | 1 0.08 97.97 360 | 2 0.15 98.12 361 | 1 0.08 98.19 362 | 1 0.08 98.27 363 | 1 0.08 98.34 364 | 1 0.08 98.42 365 | 1 0.08 98.49 366 | 1 0.08 98.57 367 | 1 0.08 98.64 368 | 1 0.08 98.72 369 | 1 0.08 98.80 370 | 7 0.53 99.32 371 | 1 0.08 99.40 372 | 1 0.08 99.47 373 | 1 0.08 99.55 374 | 2 0.15 99.70 375 | 2 0.15 99.85 376 | 1 0.08 99.92 377 | 1 0.08 100.00 ------------+----------------------------------- Total | 1,328 100.00 Frequencies for benefittypedetail variable in pdp2013 dataset : Benefit | Type Detail | Freq. Percent Cum. ------------+----------------------------------- AE | 528 39.76 39.76 BA | 111 8.36 48.12 DS | 55 4.14 52.26 EA | 634 47.74 100.00 ------------+----------------------------------- Total | 1,328 100.00 Frequencies for summarystarrating variable in pdp2013 dataset : Summary | Star Rating | Freq. Percent Cum. ------------+----------------------------------- 2 | 46 3.46 3.46 2.5 | 71 5.35 8.81 3 | 592 44.58 53.39 3.5 | 417 31.40 84.79 4 | 119 8.96 93.75 4.5 | 8 0.60 94.35 5 | 15 1.13 95.48 . | 60 4.52 100.00 ------------+----------------------------------- Total | 1,328 100.00 Frequencies for summarystarratingstr variable in pdp2013 dataset : Summary Star Rating | Freq. Percent Cum. -----------------------------+----------------------------------- 2 Stars | 46 3.46 3.46 2.5 Stars | 71 5.35 8.81 3 Stars | 592 44.58 53.39 3.5 Stars | 417 31.40 84.79 4 Stars | 119 8.96 93.75 4.5 Stars | 8 0.60 94.35 5 Stars | 15 1.13 95.48 Not enough data available | 3 0.23 95.71 Plan too new to be measured | 57 4.29 100.00 -----------------------------+----------------------------------- Total | 1,328 100.00 by Jean Roth , jroth@nber.org , 14 Apr 2016