Frequencies for first 10,000 rows of med7 variable in nhamcsopd2011 dataset : Medication 7 | Freq. Percent Cum. ----------------------------------------+----------------------------------- NO ENTRY MADE | 8,750 87.50 87.50 VIACTIV | 1 0.01 87.51 PROTONIX | 5 0.05 87.56 CARBIDOPA-LEVODOPA | 2 0.02 87.58 ISOSORBIDE MONONITRATE | 1 0.01 87.59 URSODIOL | 1 0.01 87.60 AVELOX | 1 0.01 87.61 KEPPRA | 1 0.01 87.62 ACTONEL | 1 0.01 87.63 PANTOPRAZOLE SODIUM | 3 0.03 87.66 GLUTAMINE | 1 0.01 87.67 CARTIA XT | 3 0.03 87.70 ACETAMINOPHEN | 2 0.02 87.72 DTAP/IPV/HIB | 1 0.01 87.73 TDAP | 1 0.01 87.74 ADVIL | 1 0.01 87.75 NEXIUM | 7 0.07 87.82 EFFEXOR XR | 1 0.01 87.83 ALLOPURINOL | 7 0.07 87.90 ADVAIR DISKUS | 1 0.01 87.91 ZIPRASIDONE HCL | 1 0.01 87.92 CARDIZEM CD | 2 0.02 87.94 ULTRACET | 1 0.01 87.95 LANTUS | 9 0.09 88.04 MILK THISTLE | 1 0.01 88.05 AMITRIPTYLINE | 5 0.05 88.10 BENICAR | 2 0.02 88.12 FORADIL AEROLIZER | 1 0.01 88.13 ZALEPLON | 1 0.01 88.14 LEXAPRO | 2 0.02 88.16 ESOMEPRAZOLE MAGNESIUM | 1 0.01 88.17 ABILIFY | 3 0.03 88.20 NOVOLOG | 1 0.01 88.21 ZETIA | 1 0.01 88.22 NEULASTA | 3 0.03 88.25 PULMICORT | 1 0.01 88.26 VALCYTE | 2 0.02 88.28 REMIFEMIN | 1 0.01 88.29 FIBER-LAX | 1 0.01 88.30 VARICELLA VIRUS VACCINE | 4 0.04 88.34 AQUAPHOR | 1 0.01 88.35 ASCRIPTIN | 2 0.02 88.37 ASPIRIN | 15 0.15 88.52 ATIVAN | 4 0.04 88.56 ATROVENT | 1 0.01 88.57 AVODART | 1 0.01 88.58 STRATTERA | 1 0.01 88.59 AVP-NATAL-FA | 1 0.01 88.60 ONE A DAY VITAMIN | 1 0.01 88.61 URSO | 1 0.01 88.62 BOWEL PREP | 1 0.01 88.63 LEVITRA | 1 0.01 88.64 CRESTOR | 3 0.03 88.67 CIALIS | 2 0.02 88.69 RED YEAST RICE | 3 0.03 88.72 B COMPLEX | 1 0.01 88.73 RANITIDINE HCI | 1 0.01 88.74 GREEN TEA EXTRACT | 2 0.02 88.76 SUBOXONE | 1 0.01 88.77 NOVALOG | 4 0.04 88.81 B-12 | 3 0.03 88.84 MELOXICAM | 2 0.02 88.86 ELOXATIN | 2 0.02 88.88 FLAX SEED | 1 0.01 88.89 BACLOFEN | 1 0.01 88.90 HUMIRA | 1 0.01 88.91 BENADRYL | 5 0.05 88.96 SPIRIVA | 3 0.03 88.99 CULTURELLE | 1 0.01 89.00 CYMBALTA | 2 0.02 89.02 NASAL SALINE | 1 0.01 89.03 L-GLUTAMINE | 1 0.01 89.04 NOVOLOG MIX 70/30 | 1 0.01 89.05 CADUET | 2 0.02 89.07 CALCIUM MAGNESIUM CHELATED | 1 0.01 89.08 ALOXI | 4 0.04 89.12 BISACODYL | 2 0.02 89.14 TRUVADA | 3 0.03 89.17 DULOXETINE | 1 0.01 89.18 L-ARGININE | 1 0.01 89.19 TIOTROPIUM BROMIDE | 1 0.01 89.20 ASTRAGALUS | 1 0.01 89.21 AVACOR | 1 0.01 89.22 LUNESTA | 1 0.01 89.23 CAMPRAL | 1 0.01 89.24 LYRICA | 3 0.03 89.27 BUTATRAN | 1 0.01 89.28 BYETTA | 1 0.01 89.29 LOSARTAN-HCTZ | 1 0.01 89.30 CALCIUM | 12 0.12 89.42 CALCIUM-D | 2 0.02 89.44 CARDIZEM | 2 0.02 89.46 CARISOPRODOL | 2 0.02 89.48 CASEC | 1 0.01 89.49 CATAPRES | 1 0.01 89.50 YAZ | 1 0.01 89.51 CEPHALEXIN | 1 0.01 89.52 CHANTIX | 1 0.01 89.53 REVATIO | 1 0.01 89.54 DESOGESTREL | 1 0.01 89.55 NEPHPLEX RX | 1 0.01 89.56 CHLORTHALIDONE | 1 0.01 89.57 CLINORIL | 1 0.01 89.58 CLONAZEPAM | 1 0.01 89.59 CLONIDINE | 4 0.04 89.63 CLOTRIMAZOLE | 1 0.01 89.64 COD LIVER OIL | 1 0.01 89.65 GINGERMAX | 1 0.01 89.66 COGENTIN | 1 0.01 89.67 VERAMYST | 2 0.02 89.69 COLACE | 12 0.12 89.81 COLCHICINE | 1 0.01 89.82 VITAMIN D3 | 3 0.03 89.85 4-AMINOPYRIDINE | 1 0.01 89.86 ASA | 18 0.18 90.04 COMPAZINE | 2 0.02 90.06 COUMADIN | 7 0.07 90.13 CREON | 3 0.03 90.16 TAMSULOSIN | 1 0.01 90.17 ESOMEPRAZOLE | 1 0.01 90.18 CYANOCOBALAMIN | 2 0.02 90.20 ADVAIR | 8 0.08 90.28 CYCLOPHOSPHAMIDE | 1 0.01 90.29 ROSUVASTATIN | 1 0.01 90.30 CALCIUM CARBONATE W/VIT D | 1 0.01 90.31 PENTACEL | 1 0.01 90.32 DAPSONE | 1 0.01 90.33 RALTEGRAVIR | 1 0.01 90.34 EPAMAX | 2 0.02 90.36 DELTASONE | 1 0.01 90.37 DESOWEN | 1 0.01 90.38 SELZENTRY | 1 0.01 90.39 EFFIENT | 1 0.01 90.40 DIBUCAINE | 1 0.01 90.41 DIGOXIN | 3 0.03 90.44 NIACIN CR | 1 0.01 90.45 LANTUS SOLOSTAR | 1 0.01 90.46 DILAUDID | 1 0.01 90.47 ZOLPIDEM | 1 0.01 90.48 TRILIPIX | 1 0.01 90.49 FENOGLIDE | 1 0.01 90.50 INTELENCE | 1 0.01 90.51 INSULIN PUMP | 1 0.01 90.52 DIPHENHYDRAMINE | 1 0.01 90.53 DIURIL | 1 0.01 90.54 DOCUSATE | 1 0.01 90.55 DEXILANT | 1 0.01 90.56 VITAMIN D2 | 1 0.01 90.57 PRADAXA | 1 0.01 90.58 EUPATORIUM | 1 0.01 90.59 DULCOLAX BOWEL PREP KIT | 3 0.03 90.62 DYAZIDE | 1 0.01 90.63 ELAVIL | 2 0.02 90.65 TRIFLEX | 1 0.01 90.66 MAGNOLIA RHODIOLA COMPLEX | 1 0.01 90.67 BRYONIA ALBA | 1 0.01 90.68 VITA S FORTE | 1 0.01 90.69 EPIPEN | 1 0.01 90.70 ERYTHROMYCIN | 1 0.01 90.71 ESTRACE | 1 0.01 90.72 FEOSOL | 1 0.01 90.73 FERRALET | 1 0.01 90.74 FERROUS GLUCONATE | 3 0.03 90.77 FERROUS SULFATE | 5 0.05 90.82 FLEXERIL | 6 0.06 90.88 FOLIC ACID | 4 0.04 90.92 FUROSEMIDE | 12 0.12 91.04 GUAIFENESIN | 1 0.01 91.05 HALOPERIDOL | 1 0.01 91.06 HYDRALAZINE | 1 0.01 91.07 HYDRO-CHLOR | 1 0.01 91.08 HYDROCHLOROTHIAZIDE | 7 0.07 91.15 HYDROCODONE | 1 0.01 91.16 HYDROCORTISONE | 1 0.01 91.17 HYDRODIURIL | 1 0.01 91.18 HYDROXYUREA | 1 0.01 91.19 HYDROXYZINE | 1 0.01 91.20 HYDROXYZINE PAMOATE | 1 0.01 91.21 IBUPROFEN | 1 0.01 91.22 IMODIUM | 1 0.01 91.23 INSULIN | 2 0.02 91.25 IRON PREPARATION | 10 0.10 91.35 K-LOR | 1 0.01 91.36 KLOR-CON | 4 0.04 91.40 L-THYROXINE | 1 0.01 91.41 LACTULOSE | 3 0.03 91.44 LANESTRIN | 1 0.01 91.45 LANOXIN | 1 0.01 91.46 LASIX | 19 0.19 91.65 LEUCOVORIN | 3 0.03 91.68 LEVOTHYROXINE | 10 0.10 91.78 LIBRIUM | 1 0.01 91.79 LOPERAMIDE | 1 0.01 91.80 LOPID | 3 0.03 91.83 LOPRESSOR | 1 0.01 91.84 LORAZEPAM | 4 0.04 91.88 MAALOX | 1 0.01 91.89 MAGNESIUM GLUCONATE | 1 0.01 91.90 MAGNESIUM OXIDE | 3 0.03 91.93 MECLIZINE | 1 0.01 91.94 MEDROL | 1 0.01 91.95 MEPERIDINE | 1 0.01 91.96 MERCAPTOPURINE | 1 0.01 91.97 METAMUCIL | 2 0.02 91.99 METHADONE | 1 0.01 92.00 METOCLOPRAMIDE | 1 0.01 92.01 METOPROLOL | 22 0.22 92.23 METRONIDAZOLE | 1 0.01 92.24 MEVACOR | 1 0.01 92.25 MICONAZOLE NITRATE | 1 0.01 92.26 MOTRIN | 3 0.03 92.29 MULTIVITAMIN | 14 0.14 92.43 MULTIVITAMIN/FLUORIDE | 1 0.01 92.44 MYLICON | 1 0.01 92.45 NAPHCON | 1 0.01 92.46 NAPROSYN | 1 0.01 92.47 NAPROXEN | 2 0.02 92.49 NARCAN | 1 0.01 92.50 NIACIN | 1 0.01 92.51 NITROFURANTOIN | 1 0.01 92.52 NITROGLYCERIN | 4 0.04 92.56 NITROSTAT | 1 0.01 92.57 NIZORAL | 1 0.01 92.58 NORTRIPTYLINE | 1 0.01 92.59 NYSTATIN | 1 0.01 92.60 OS-CAL | 1 0.01 92.61 OXYCODONE HCL | 4 0.04 92.65 PENICILLIN | 1 0.01 92.66 PERCOCET-5 | 9 0.09 92.75 PHENOBARBITAL | 1 0.01 92.76 PHENYTOIN | 1 0.01 92.77 PLAQUENIL | 1 0.01 92.78 POTASSIUM | 3 0.03 92.81 PRE-NATAL VITAMINS | 1 0.01 92.82 PRED FORTE | 1 0.01 92.83 PREDNISOLONE | 1 0.01 92.84 PREDNISONE | 13 0.13 92.97 PRIMIDONE | 1 0.01 92.98 PROCARBAZINE | 1 0.01 92.99 PROCHLORPERAZINE | 1 0.01 93.00 PROMETHAZINE | 2 0.02 93.02 PROVENTIL | 2 0.02 93.04 PROZAC | 1 0.01 93.05 REGLAN | 1 0.01 93.06 RESTORIL | 1 0.01 93.07 RIBOFLAVIN | 1 0.01 93.08 RIFAMPIN | 1 0.01 93.09 ROBAXISAL | 1 0.01 93.10 SENNA | 1 0.01 93.11 SENOKOT | 2 0.02 93.13 SPIRONOLACTONE | 4 0.04 93.17 SUDAFED | 1 0.01 93.18 SULINDAC | 1 0.01 93.19 SYNTHROID | 5 0.05 93.24 TAMOXIFEN | 2 0.02 93.26 TAPAZOLE | 1 0.01 93.27 TESSALON PERLE | 1 0.01 93.28 TETANUS TOXOID | 1 0.01 93.29 THERAGRAN-M | 2 0.02 93.31 TIGAN | 1 0.01 93.32 TIMOLOL | 3 0.03 93.35 TOBRAMYCIN | 1 0.01 93.36 TRAZODONE | 7 0.07 93.43 TRIAMCINOLONE | 1 0.01 93.44 TRIAMTERENE | 2 0.02 93.46 TYLENOL | 11 0.11 93.57 TYLENOL NO. 3 | 1 0.01 93.58 VALIUM | 2 0.02 93.60 VENTOLIN | 4 0.04 93.64 VICODIN | 2 0.02 93.66 VISTARIL | 3 0.03 93.69 VITAMIN A | 2 0.02 93.71 VITAMIN B COMPLEX | 2 0.02 93.73 VITAMIN B-12 | 3 0.03 93.76 VITAMIN B-6 | 1 0.01 93.77 VITAMIN C | 8 0.08 93.85 VITAMIN D | 17 0.17 94.02 VITAMIN E | 2 0.02 94.04 VITAMIN(S) | 2 0.02 94.06 VITAMINS AND MINERALS | 1 0.01 94.07 WARFARIN | 4 0.04 94.11 XANAX | 6 0.06 94.17 TRIMETHOPRIM/SULFAMETHOXAZOLE | 1 0.01 94.18 CALTRATE | 3 0.03 94.21 CYTOTEC | 2 0.02 94.23 DIABETA | 1 0.01 94.24 ERYMAX | 1 0.01 94.25 LOZOL | 1 0.01 94.26 MULTI VIT | 4 0.04 94.30 POLYETHYLENE GLYCOL | 1 0.01 94.31 ZANTAC | 4 0.04 94.35 HCTZ | 11 0.11 94.46 NPH INSULIN | 1 0.01 94.47 PROPRANOLOL | 3 0.03 94.50 AUGMENTIN | 1 0.01 94.51 FIORICET | 1 0.01 94.52 GLYCERIN | 1 0.01 94.53 INFLUENZA VIRUS VACC | 3 0.03 94.56 K-DUR | 1 0.01 94.57 KESSO-PEN-VK | 1 0.01 94.58 KLONOPIN | 2 0.02 94.60 NOVOLIN | 1 0.01 94.61 PEPCID | 4 0.04 94.65 TOPICORT | 1 0.01 94.66 VASOTEC | 1 0.01 94.67 WELLBUTRIN | 3 0.03 94.70 BETAMETHASONE DIPROPIONATE | 1 0.01 94.71 CYCLOBENZAPRINE HCL | 1 0.01 94.72 ALBUTEROL SULFATE | 1 0.01 94.73 HYDROXYZINE HCL | 1 0.01 94.74 NIFEDIPINE | 1 0.01 94.75 PRILOSEC | 13 0.13 94.88 ACYCLOVIR | 1 0.01 94.89 ALPRAZOLAM | 2 0.02 94.91 ATENOLOL | 7 0.07 94.98 AZTREONAM | 1 0.01 94.99 DILTIAZEM HCL | 1 0.01 95.00 ENALAPRIL | 5 0.05 95.05 FLUOXETINE | 1 0.01 95.06 GLIPIZIDE | 8 0.08 95.14 LOVASTATIN | 4 0.04 95.18 OMEPRAZOLE | 12 0.12 95.30 RANITIDINE | 4 0.04 95.34 ACCUPRIL | 2 0.02 95.36 CARDURA | 2 0.02 95.38 MONOPRIL | 1 0.01 95.39 PRAVACHOL | 4 0.04 95.43 PROCRIT | 1 0.01 95.44 VIDEX | 1 0.01 95.45 ZOFRAN | 5 0.05 95.50 DOXAZOSIN MESYLATE | 2 0.02 95.52 ETODOLAC | 2 0.02 95.54 FELODIPINE | 1 0.01 95.55 FOSINOPRIL | 2 0.02 95.57 HEPATITIS B VACCINE | 2 0.02 95.59 ONDANSETRON | 1 0.01 95.60 RAMIPRIL | 3 0.03 95.63 DIFLUCAN | 1 0.01 95.64 LISINOPRIL | 18 0.18 95.82 LORTAB | 1 0.01 95.83 ASACOL | 1 0.01 95.84 CITRACAL | 2 0.02 95.86 FISH OIL | 10 0.10 95.96 MACROBID | 1 0.01 95.97 PROSCAR | 2 0.02 95.99 RELAFEN | 1 0.01 96.00 THEREMS | 1 0.01 96.01 TOPROL XL | 8 0.08 96.09 ZITHROMAX | 2 0.02 96.11 ZOCOR | 13 0.13 96.24 ZOLOFT | 4 0.04 96.28 NORVASC | 14 0.14 96.42 SERTRALINE | 2 0.02 96.44 LABETALOL | 4 0.04 96.48 AMIODARONE | 1 0.01 96.49 PAXIL | 2 0.02 96.51 GEMFIBROZIL | 1 0.01 96.52 FLUCONAZOLE | 1 0.01 96.53 CISPLATIN | 1 0.01 96.54 SIMVASTATIN | 21 0.21 96.75 PNEUMOCOCCAL VACCINE | 2 0.02 96.77 LORATADINE | 4 0.04 96.81 CARBOPLATIN | 1 0.01 96.82 MIDAZOLAM HCL | 2 0.02 96.84 GLYBURIDE | 7 0.07 96.91 CLEMASTINE | 1 0.01 96.92 AMBIEN | 4 0.04 96.96 PHOSLO | 1 0.01 96.97 FAMOTIDINE | 1 0.01 96.98 BUPROPION | 3 0.03 97.01 TACRINE | 1 0.01 97.02 TAXOTERE | 1 0.01 97.03 AMLODIPINE | 7 0.07 97.10 CONDOMS | 1 0.01 97.11 VENLAFAXINE | 1 0.01 97.12 IMDUR | 2 0.02 97.14 ZOLPIDEM TARTRATE | 1 0.01 97.15 EFFEXOR | 1 0.01 97.16 CORTICOSTEROID(S) | 1 0.01 97.17 NEURONTIN | 12 0.12 97.29 GABAPENTIN | 12 0.12 97.41 HUMULIN R | 1 0.01 97.42 LOVENOX | 1 0.01 97.43 NORETHINDRONE ACETATE | 1 0.01 97.44 DEMADEX | 2 0.02 97.46 TERAZOSIN | 1 0.01 97.47 RISPERDAL | 1 0.01 97.48 NABUMETONE | 1 0.01 97.49 FENTANYL | 1 0.01 97.50 FLONASE | 5 0.05 97.55 ADDERALL | 1 0.01 97.56 ULTRAM | 3 0.03 97.59 DTAP | 1 0.01 97.60 PRAVASTATIN | 3 0.03 97.63 GLUCOPHAGE | 2 0.02 97.65 HEPATITIS A VACCINE | 1 0.01 97.66 PREVACID | 5 0.05 97.71 METFORMIN | 16 0.16 97.87 PREMPRO | 1 0.01 97.88 COZAAR | 3 0.03 97.91 HYZAAR | 1 0.01 97.92 FINASTERIDE | 4 0.04 97.96 LAMICTAL | 1 0.01 97.97 FOSAMAX | 2 0.02 97.99 ALENDRONATE SODIUM | 2 0.02 98.01 CETIRIZINE | 1 0.01 98.02 LEVOXYL | 2 0.02 98.04 ZYRTEC | 5 0.05 98.09 CLOBETASOL | 1 0.01 98.10 DOCUSATE SODIUM | 1 0.01 98.11 MUPIROCIN | 1 0.01 98.12 TRAMADOL | 1 0.01 98.13 LEVOTHYROID | 1 0.01 98.14 NORVIR | 2 0.02 98.16 OXYCONTIN | 3 0.03 98.19 REMERON | 1 0.01 98.20 MELATONIN | 9 0.09 98.29 LANSOPRAZOLE | 1 0.01 98.30 AMARYL | 2 0.02 98.32 CELLCEPT | 4 0.04 98.36 XALATAN | 2 0.02 98.38 ZYPREXA | 1 0.01 98.39 ALLEGRA | 2 0.02 98.41 PACLITAXEL | 1 0.01 98.42 ARICEPT | 2 0.02 98.44 HUMALOG | 4 0.04 98.48 LIPITOR | 8 0.08 98.56 DIOVAN | 4 0.04 98.60 PATANOL | 1 0.01 98.61 LEVAQUIN | 3 0.03 98.64 MAGNESIUM | 1 0.01 98.65 TOPAMAX | 1 0.01 98.66 TEARS NATURALE II | 1 0.01 98.67 LOSARTAN | 2 0.02 98.69 COMBIVENT | 3 0.03 98.72 ZANAFLEX | 1 0.01 98.73 FLOMAX | 6 0.06 98.79 COREG | 1 0.01 98.80 GUAIFENEX | 1 0.01 98.81 REQUIP | 3 0.03 98.84 CHONDROITIN SULFATE | 1 0.01 98.85 ATORVASTATIN | 1 0.01 98.86 SEROQUEL | 4 0.04 98.90 CENTRUM SILVER | 1 0.01 98.91 CARVEDILOL | 4 0.04 98.95 NASONEX | 4 0.04 98.99 SINGULAIR | 6 0.06 99.05 VIAGRA | 1 0.01 99.06 DETROL | 1 0.01 99.07 PLAVIX | 9 0.09 99.16 ARIMIDEX | 2 0.02 99.18 TOBI | 1 0.01 99.19 COSOPT | 3 0.03 99.22 CELEXA | 5 0.05 99.27 FENOFIBRATE | 1 0.01 99.28 TIZANIDINE | 1 0.01 99.29 TRICOR | 3 0.03 99.32 CELEBREX | 1 0.01 99.33 NASACORT AQ | 2 0.02 99.35 OMNICEF | 1 0.01 99.36 ROTAVIRUS VACCINE | 5 0.05 99.41 GLUCOSAMINE | 1 0.01 99.42 AVANDIA | 1 0.01 99.43 GLUCOSAMINE CHONDROITIN | 1 0.01 99.44 GLIMEPIRIDE | 4 0.04 99.48 MICARDIS | 1 0.01 99.49 CITALOPRAM | 2 0.02 99.51 MIRALAX | 3 0.03 99.54 ACTOS | 4 0.04 99.58 HERCEPTIN | 1 0.01 99.59 XOPENEX | 1 0.01 99.60 EVISTA | 1 0.01 99.61 ALBUTEROL | 13 0.13 99.74 ROPINIROLE HCL | 1 0.01 99.75 COQ-10 | 3 0.03 99.78 CALCIUM W/ VITAMIN D | 9 0.09 99.87 BRIMONIDINE | 1 0.01 99.88 CARTIA | 1 0.01 99.89 OMEGA-3 | 7 0.07 99.96 ILLEGIBLE | 4 0.04 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016