Frequencies for first 10,000 rows of med8 variable in nhamcsopd2011 dataset : Medication 8 | Freq. Percent Cum. ----------------------------------------+----------------------------------- NO ENTRY MADE | 9,051 90.51 90.51 PROTONIX | 1 0.01 90.52 VITAMIN E & D | 1 0.01 90.53 TRIMO-SAN | 1 0.01 90.54 KEPPRA | 1 0.01 90.55 ACTONEL | 1 0.01 90.56 PANTOPRAZOLE SODIUM | 2 0.02 90.58 CLINAC-OC | 1 0.01 90.59 ACETAMINOPHEN | 2 0.02 90.61 FLOVENT HFA | 2 0.02 90.63 ADVIL | 1 0.01 90.64 NEXIUM | 8 0.08 90.72 ALLOPURINOL | 2 0.02 90.74 ADVAIR DISKUS | 1 0.01 90.75 DETROL LA | 1 0.01 90.76 STARLIX | 1 0.01 90.77 TRAUMEEL | 1 0.01 90.78 KRISTALOSE | 1 0.01 90.79 LANTUS | 3 0.03 90.82 LATANOPROST | 1 0.01 90.83 ZOMETA | 1 0.01 90.84 NICOTINE GUM | 1 0.01 90.85 BENICAR | 1 0.01 90.86 LEXAPRO | 3 0.03 90.89 VITAMIN A & C & E | 1 0.01 90.90 ABILIFY | 2 0.02 90.92 NOVOLOG | 1 0.01 90.93 ELIDEL | 1 0.01 90.94 EMERGEN-C | 1 0.01 90.95 NEULASTA | 3 0.03 90.98 ASPIRIN | 11 0.11 91.09 ATIVAN | 6 0.06 91.15 ATROPINE | 1 0.01 91.16 ATROVENT | 1 0.01 91.17 AVODART | 1 0.01 91.18 MEGESTROL ACETATE | 1 0.01 91.19 STRATTERA | 1 0.01 91.20 BOWEL PREP | 1 0.01 91.21 LISINOPRIL/HCTZ | 1 0.01 91.22 SUMANIROLE | 1 0.01 91.23 BUPROPION SR | 1 0.01 91.24 CALCARB 600 | 1 0.01 91.25 CRESTOR | 5 0.05 91.30 MUCINEX | 1 0.01 91.31 VIGAMOX | 1 0.01 91.32 AVAR | 1 0.01 91.33 B COMPLEX | 1 0.01 91.34 GREEN TEA EXTRACT | 2 0.02 91.36 SUBOXONE | 1 0.01 91.37 NOVALOG | 4 0.04 91.41 TRAMADOL HCL | 1 0.01 91.42 ENALAPRIL/HCTZ | 1 0.01 91.43 B-12 | 1 0.01 91.44 MELOXICAM | 2 0.02 91.46 FLAX SEED | 1 0.01 91.47 BACTRIM | 2 0.02 91.49 EMEND | 1 0.01 91.50 BARIUM | 1 0.01 91.51 BENADRYL | 2 0.02 91.53 BENTYL | 1 0.01 91.54 NAMENDA | 3 0.03 91.57 BENICAR HCT | 2 0.02 91.59 SPIRIVA | 9 0.09 91.68 CYMBALTA | 2 0.02 91.70 VYTORIN | 1 0.01 91.71 CADUET | 1 0.01 91.72 CALTRATE PLUS | 1 0.01 91.73 COENZYME (UNSPECIFIED) | 1 0.01 91.74 ZEMPLAR | 1 0.01 91.75 SENSIPAR | 1 0.01 91.76 BISACODYL | 1 0.01 91.77 TRUVADA | 1 0.01 91.78 AMMONIUM LACTATE | 1 0.01 91.79 SYMBICORT | 4 0.04 91.83 EPZICOM | 1 0.01 91.84 VESICARE | 1 0.01 91.85 LYRICA | 4 0.04 91.89 AVASTIN | 2 0.02 91.91 ASMANEX TWISTHALER | 1 0.01 91.92 FLUTICASON-SALMETEROL | 1 0.01 91.93 REGENICARE | 1 0.01 91.94 CALCIUM | 4 0.04 91.98 CARAFATE | 1 0.01 91.99 CARBAMAZEPINE | 1 0.01 92.00 CEFAZOLIN | 1 0.01 92.01 ABRAXANE | 1 0.01 92.02 VITAMIN B-6 & B-12 | 1 0.01 92.03 LEVEMIR | 1 0.01 92.04 JANUVIA | 4 0.04 92.08 CHEMOTHERAPY | 2 0.02 92.10 SUTENT | 1 0.01 92.11 CHILDREN`S TYLENOL | 1 0.01 92.12 CIPRO | 4 0.04 92.16 CLONAZEPAM | 3 0.03 92.19 CLONIDINE | 3 0.03 92.22 CLOTRIMAZOLE | 1 0.01 92.23 CINNAMON | 1 0.01 92.24 PATADAY | 1 0.01 92.25 JANUMET | 1 0.01 92.26 MIMYX | 1 0.01 92.27 VERAMYST | 1 0.01 92.28 COLACE | 8 0.08 92.36 COLCHICINE | 1 0.01 92.37 VITAMIN D3 | 3 0.03 92.40 ASA | 18 0.18 92.58 PREZISTA | 1 0.01 92.59 COMPAZINE | 3 0.03 92.62 LOVAZA | 1 0.01 92.63 IFL-AVASTIN | 1 0.01 92.64 COUMADIN | 10 0.10 92.74 CREOSOTE NF XII | 1 0.01 92.75 TAMSULOSIN | 2 0.02 92.77 BYSTOLIC | 1 0.01 92.78 MVI | 5 0.05 92.83 CYANOCOBALAMIN | 2 0.02 92.85 ADVAIR | 5 0.05 92.90 ROSUVASTATIN | 1 0.01 92.91 CYPROHEPTADINE | 1 0.01 92.92 PRISTIQ | 1 0.01 92.93 CYTOXAN | 1 0.01 92.94 RESVERATROL | 1 0.01 92.95 DARVOCET-N | 1 0.01 92.96 TAXANE | 1 0.01 92.97 IXABEPILONE | 1 0.01 92.98 DIAZEPAM | 1 0.01 92.99 DILANTIN | 1 0.01 93.00 DILAUDID | 2 0.02 93.02 ZOLPIDEM | 1 0.01 93.03 IV FLUIDS | 1 0.01 93.04 DIPHENHYDRAMINE | 1 0.01 93.05 NITROPATCH | 1 0.01 93.06 COLLAGENASE SANTYL OINTMENT | 1 0.01 93.07 DIVALPROEX | 1 0.01 93.08 DULCOLAX | 2 0.02 93.10 DULCOLAX BOWEL PREP KIT | 1 0.01 93.11 DYAZIDE | 2 0.02 93.13 HYDROZYME | 1 0.01 93.14 GADODIAMIDE | 1 0.01 93.15 FUCOIDAN | 1 0.01 93.16 BETA GLUCAN | 1 0.01 93.17 DAZIDOX | 1 0.01 93.18 VEGAN PLANT PROTEIN | 1 0.01 93.19 EPIPEN | 1 0.01 93.20 FEOSOL | 1 0.01 93.21 FERROUS SULFATE | 6 0.06 93.27 FLEXERIL | 1 0.01 93.28 FOLIC ACID | 11 0.11 93.39 FUROSEMIDE | 4 0.04 93.43 GLUCOVITE | 1 0.01 93.44 HEPARIN | 1 0.01 93.45 HYCODAN | 1 0.01 93.46 HYDRALAZINE | 3 0.03 93.49 HYDROCHLOROTHIAZIDE | 2 0.02 93.51 HYDROCODONE | 2 0.02 93.53 HYDROMORPHONE | 1 0.01 93.54 HYDROXYCHLOROQUINE | 1 0.01 93.55 HYDROXYZINE | 1 0.01 93.56 HYTRIN | 1 0.01 93.57 IBUPROFEN | 1 0.01 93.58 IMIPRAMINE | 1 0.01 93.59 INDERAL | 1 0.01 93.60 INDOCIN | 1 0.01 93.61 INSULIN | 1 0.01 93.62 ISOSORBIDE | 2 0.02 93.64 KLOR-CON | 1 0.01 93.65 LACTULOSE | 4 0.04 93.69 LASIX | 13 0.13 93.82 LEUCOVORIN | 1 0.01 93.83 LEVOTHYROXINE | 6 0.06 93.89 LEVSIN | 1 0.01 93.90 LIDA-MANTLE | 1 0.01 93.91 LITHIUM | 1 0.01 93.92 LOPERAMIDE | 1 0.01 93.93 LOPID | 1 0.01 93.94 LORAZEPAM | 2 0.02 93.96 MAGNESIUM OXIDE | 1 0.01 93.97 MECLIZINE | 2 0.02 93.99 METAMUCIL | 1 0.01 94.00 METHADONE | 1 0.01 94.01 METHOCARBAMOL | 1 0.01 94.02 METHOTREXATE | 1 0.01 94.03 METOCLOPRAMIDE | 2 0.02 94.05 METOPROLOL | 16 0.16 94.21 METRONIDAZOLE | 2 0.02 94.23 MINIPRESS | 1 0.01 94.24 MULTIVITAMIN | 7 0.07 94.31 NAPROSYN | 5 0.05 94.36 NAPROXEN | 7 0.07 94.43 NEPHROCAPS | 1 0.01 94.44 NIACIN | 2 0.02 94.46 NIFEREX | 1 0.01 94.47 NITROGLYCERIN | 5 0.05 94.52 NITROSTAT | 3 0.03 94.55 NTG | 2 0.02 94.57 NYSTATIN | 2 0.02 94.59 OS-CAL | 1 0.01 94.60 OXYBUTYNIN CHLORIDE | 2 0.02 94.62 OXYCODONE HCL | 8 0.08 94.70 PERCOCET-5 | 2 0.02 94.72 PHENOBARBITAL | 1 0.01 94.73 PHENYLEPHRINE | 1 0.01 94.74 PNEUMOVAX | 1 0.01 94.75 PRE-NATAL VITAMINS | 1 0.01 94.76 PREDNISONE | 8 0.08 94.84 PRIMIDONE | 1 0.01 94.85 PROMETHAZINE | 1 0.01 94.86 PROZAC | 3 0.03 94.89 PYRIDIUM | 1 0.01 94.90 REGLAN | 3 0.03 94.93 ROBAXIN | 1 0.01 94.94 ROBINUL | 1 0.01 94.95 SARNA | 1 0.01 94.96 SENNA | 2 0.02 94.98 SPIRONOLACTONE | 1 0.01 94.99 SYNTHROID | 4 0.04 95.03 TAXOL | 1 0.01 95.04 TEGRETOL | 1 0.01 95.05 TEMAZEPAM | 1 0.01 95.06 TESSALON PERLE | 1 0.01 95.07 THERAGRAN-M | 1 0.01 95.08 THIAMINE | 1 0.01 95.09 TIMOLOL | 1 0.01 95.10 TRAZODONE | 3 0.03 95.13 TRI-VI-SOL | 1 0.01 95.14 TRIAMTERENE | 1 0.01 95.15 TYLENOL | 5 0.05 95.20 VACCINATION | 1 0.01 95.21 VALIUM | 2 0.02 95.23 VANCOMYCIN | 1 0.01 95.24 VENTOLIN | 1 0.01 95.25 VICODIN | 3 0.03 95.28 VISTARIL | 1 0.01 95.29 VITAMIN B COMPLEX | 3 0.03 95.32 VITAMIN B-12 | 3 0.03 95.35 VITAMIN C | 3 0.03 95.38 VITAMIN D | 10 0.10 95.48 VITAMIN E | 4 0.04 95.52 VITAMIN(S) | 4 0.04 95.56 WARFARIN | 6 0.06 95.62 XANAX | 1 0.01 95.63 ZAROXOLYN | 2 0.02 95.65 ZESTRIL | 2 0.02 95.67 MULTI VIT | 4 0.04 95.71 POLYETHYLENE GLYCOL | 1 0.01 95.72 HCTZ | 7 0.07 95.79 THYROXINE | 1 0.01 95.80 PROPRANOLOL | 1 0.01 95.81 AUGMENTIN | 1 0.01 95.82 BUSPAR | 1 0.01 95.83 CITRUCEL | 1 0.01 95.84 INFLUENZA VIRUS VACC | 3 0.03 95.87 K-DUR | 4 0.04 95.91 KLONOPIN | 1 0.01 95.92 MARINOL | 3 0.03 95.95 PEPCID | 4 0.04 95.99 TEMOVATE | 1 0.01 96.00 VERSED | 1 0.01 96.01 WELLBUTRIN | 4 0.04 96.05 CYCLOBENZAPRINE HCL | 1 0.01 96.06 NIFEDIPINE | 4 0.04 96.10 PRILOSEC | 6 0.06 96.16 ACYCLOVIR | 1 0.01 96.17 ATENOLOL | 3 0.03 96.20 BUSPIRONE HCL | 1 0.01 96.21 ENALAPRIL | 1 0.01 96.22 FLUOXETINE | 1 0.01 96.23 GLIPIZIDE | 3 0.03 96.26 LOVASTATIN | 2 0.02 96.28 METHIMAZOLE | 2 0.02 96.30 OMEPRAZOLE | 11 0.11 96.41 RANITIDINE | 3 0.03 96.44 DURAGESIC | 2 0.02 96.46 PRAVACHOL | 3 0.03 96.49 ZOFRAN | 1 0.01 96.50 DICLOFENAC | 2 0.02 96.52 FLUTICASONE | 2 0.02 96.54 PENTOXIFYLLINE | 2 0.02 96.56 RAMIPRIL | 2 0.02 96.58 LISINOPRIL | 24 0.24 96.82 ANDROGYN | 1 0.01 96.83 FISH OIL | 7 0.07 96.90 NASAL SPRAY | 1 0.01 96.91 NICOTINE TRANDERMAL SYSTEM | 1 0.01 96.92 NUTRITIONAL SUPPLEMENT | 2 0.02 96.94 PEDIASURE | 1 0.01 96.95 RELAFEN | 1 0.01 96.96 TOPROL XL | 4 0.04 97.00 ZITHROMAX | 2 0.02 97.02 ZOCOR | 4 0.04 97.06 ZOLOFT | 6 0.06 97.12 NORVASC | 7 0.07 97.19 SERTRALINE | 3 0.03 97.22 ACTIGALL | 2 0.02 97.24 CYCLOSPORINE | 1 0.01 97.25 AMIODARONE | 1 0.01 97.26 PAXIL | 3 0.03 97.29 GEMFIBROZIL | 2 0.02 97.31 CLARITIN | 1 0.01 97.32 SIMVASTATIN | 21 0.21 97.53 LAMISIL | 1 0.01 97.54 PNEUMOCOCCAL VACCINE | 1 0.01 97.55 LORATADINE | 4 0.04 97.59 GLYBURIDE | 2 0.02 97.61 AMBIEN | 5 0.05 97.66 FAMOTIDINE | 1 0.01 97.67 BUPROPION | 1 0.01 97.68 MIDODRINE | 2 0.02 97.70 AMLODIPINE | 7 0.07 97.77 TRIAZOLAM | 1 0.01 97.78 HAEMOPHILUS B CONJUGATE VACCINE | 1 0.01 97.79 IMDUR | 1 0.01 97.80 ORTHO-TRICYCLEN | 1 0.01 97.81 ZOLPIDEM TARTRATE | 1 0.01 97.82 BEANO | 1 0.01 97.83 EFFEXOR | 2 0.02 97.85 PULMOZYME | 1 0.01 97.86 NEURONTIN | 2 0.02 97.88 RISPERIDONE | 1 0.01 97.89 GABAPENTIN | 3 0.03 97.92 HUMULIN R | 1 0.01 97.93 TERAZOSIN | 1 0.01 97.94 RISPERDAL | 2 0.02 97.96 ACEBUTOLOL | 1 0.01 97.97 NABUMETONE | 1 0.01 97.98 FENTANYL | 1 0.01 97.99 FLONASE | 2 0.02 98.01 REGULAR | 1 0.01 98.02 DTAP | 1 0.01 98.03 STROVITE | 1 0.01 98.04 BENZTROPINE | 1 0.01 98.05 PRAVASTATIN | 3 0.03 98.08 GLUCOPHAGE | 3 0.03 98.11 HYPERTONIC SALINE | 1 0.01 98.12 PREVACID | 2 0.02 98.14 METFORMIN | 13 0.13 98.27 COZAAR | 5 0.05 98.32 FLAX SEED OIL | 1 0.01 98.33 HYZAAR | 1 0.01 98.34 FINASTERIDE | 1 0.01 98.35 LAMICTAL | 1 0.01 98.36 FOSAMAX | 2 0.02 98.38 ALENDRONATE SODIUM | 1 0.01 98.39 ZYRTEC | 2 0.02 98.41 DOCUSATE SODIUM | 2 0.02 98.43 TRAMADOL | 6 0.06 98.49 VALTREX | 1 0.01 98.50 NORVIR | 2 0.02 98.52 FLOVENT | 5 0.05 98.57 MELATONIN | 6 0.06 98.63 CELLCEPT | 1 0.01 98.64 ALLEGRA | 2 0.02 98.66 PACLITAXEL | 1 0.01 98.67 HUMALOG | 7 0.07 98.74 LIPITOR | 11 0.11 98.85 ALPHAGAN | 3 0.03 98.88 DIOVAN | 7 0.07 98.95 GEMZAR | 1 0.01 98.96 LEVAQUIN | 1 0.01 98.97 TOPAMAX | 1 0.01 98.98 VIRAMUNE | 1 0.01 98.99 MIRTAZAPINE | 2 0.02 99.01 LOSARTAN | 3 0.03 99.04 PRAMIPEXOLE | 2 0.02 99.06 FLOMAX | 2 0.02 99.08 VALACYCLOVIR | 1 0.01 99.09 COREG | 3 0.03 99.12 AVAPRO | 1 0.01 99.13 MIRAPEX | 1 0.01 99.14 CALCITRIOL | 2 0.02 99.16 SEROQUEL | 3 0.03 99.19 CENTRUM SILVER | 2 0.02 99.21 NASONEX | 5 0.05 99.26 ALDARA | 1 0.01 99.27 NORCO | 1 0.01 99.28 SINGULAIR | 7 0.07 99.35 VIAGRA | 2 0.02 99.37 DETROL | 1 0.01 99.38 NIASPAN | 1 0.01 99.39 PLAVIX | 6 0.06 99.45 MONTELUKAST | 1 0.01 99.46 PRANDIN | 2 0.02 99.48 CELEXA | 2 0.02 99.50 VALSARTAN | 2 0.02 99.52 MAXALT | 1 0.01 99.53 TRICOR | 5 0.05 99.58 CELEBREX | 1 0.01 99.59 GLUCOSAMINE | 3 0.03 99.62 GLUCOSAMINE CHONDROITIN | 1 0.01 99.63 ENBREL | 1 0.01 99.64 MIRALAX | 10 0.10 99.74 ACIPHEX | 1 0.01 99.75 ACTOS | 2 0.02 99.77 NITROQUICK | 2 0.02 99.79 EVISTA | 1 0.01 99.80 ALBUTEROL | 10 0.10 99.90 COQ-10 | 6 0.06 99.96 CALCIUM W/ VITAMIN D | 1 0.01 99.97 FEXOFENADINE | 1 0.01 99.98 OMEGA-3 | 2 0.02 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016