Frequencies for first 10,000 rows of rx4cat1 variable in nhamcsopd2006 dataset : for rx4, multum drug category #1 - | detailed | Freq. Percent Cum. ----------------------------------------+----------------------------------- Anti-infectives: leprostatics | 1 0.01 0.01 Anti-infectives: miscellaneous antibiot | 13 0.13 0.14 Anti-infectives: quinolones | 6 0.06 0.20 Anti-infectives: sulfanomides | 1 0.01 0.21 Anti-infectives: tetracyclines | 2 0.02 0.23 Anti-infectives: urinary anti-infective | 5 0.05 0.28 Antineoplastics: alkylating agents | 5 0.05 0.33 Antineoplastics: antibiotics/antineopla | 3 0.03 0.36 Antineoplastics: antimetabolites | 8 0.08 0.44 Antineoplastics: hormones/antineoplasti | 6 0.06 0.50 Antineoplastics: mitotic inhibitors | 3 0.03 0.53 Immunological agents: bacterial vaccine | 9 0.09 0.62 Biologicals: colony stimulating factors | 1 0.01 0.63 Biologicals: recombinant human erythrop | 1 0.01 0.64 Immunological agents: toxoids | 3 0.03 0.67 Immunological agents: viral vaccines | 20 0.20 0.87 Cardiovascular agents: angiotensin conv | 50 0.50 1.37 Cardiovascular agents: antiadrenergic a | 10 0.10 1.47 Cardiovascular agents: antiadrenergic a | 12 0.12 1.59 Cardiovascular agents: antianginal agen | 6 0.06 1.65 Cardiovascular agents: antiarrhythmic a | 10 0.10 1.75 Cardiovascular agents: calcium channel | 43 0.43 2.18 Cardiovascular agents: diuretics | 1 0.01 2.19 Cardiovascular agents: intropic agents | 11 0.11 2.30 Cardiovascular agents: miscellaneous ca | 2 0.02 2.32 Cardiovascular agents: vasodilators | 4 0.04 2.36 Cardiovascular agents: vasopressors | 4 0.04 2.40 Cardiovascular agents: antihypertensive | 25 0.25 2.65 Cardiovascular agents: angiotensin II i | 19 0.19 2.84 CNS: analgesics: miscellaneous | 41 0.41 3.25 CNS: analgesics: narcotic | 35 0.35 3.60 CNS: analgesics: NSAID | 47 0.47 4.07 CNS: analgesics: salicylates | 54 0.54 4.61 CNS: analgesics: analgesic combinations | 10 0.10 4.71 CNS: Anticonvulsants | 1 0.01 4.72 CNS: Anxiolytics, sedatives, and hypnot | 3 0.03 4.75 CNS: Anxiolytics, sedatives, and hypnot | 66 0.66 5.41 CNS: Anxiolytics, sedatives, and hypnot | 33 0.33 5.74 CNS: CNS stimulants | 9 0.09 5.83 Psychotherapeutic agents: antidepressan | 11 0.11 5.94 Psychotherapeutic agents: antipsychotic | 6 0.06 6.00 CNS: Miscellaneous CNS agents | 2 0.02 6.02 Coagulation modifiers: misc coagulation | 1 0.01 6.03 Gastrointestinal agents: antacids | 14 0.14 6.17 Gastrointestinal agents: functional bow | 7 0.07 6.24 Gastrointestinal agents: digestive enzy | 1 0.01 6.25 Gastrointestinal agents: gallstone solu | 2 0.02 6.27 Gastrointestinal agents: GI stimulants | 9 0.09 6.36 Gastrointestinal agents: H2 antagonists | 22 0.22 6.58 Gastrointestinal agents: laxatives | 22 0.22 6.80 Gastrointestinal agents: miscellaneous | 5 0.05 6.85 Hormones: miscellaneous hormones | 1 0.01 6.86 Hormones: sex hormones: contraceptives | 2 0.02 6.88 Hormones: thyroid drugs | 23 0.23 7.11 Immunological agents: immunosuppressive | 3 0.03 7.14 Miscellaneous agents: antidotes | 1 0.01 7.15 Miscellaneous agents: local injectable | 2 0.02 7.17 Miscellaneous agents: miscellaneous unc | 23 0.23 7.40 Nutritional products | 18 0.18 7.58 Nutritional products: iron products | 8 0.08 7.66 Nutritional products: minerals and elec | 39 0.39 8.05 Nutritional products: oral nutritional | 2 0.02 8.07 Nutritional products: vitamins | 35 0.35 8.42 Nutritional products: vitamin and miner | 36 0.36 8.78 Respiratory agents: antihistamines | 44 0.44 9.22 Respiratory agents: antitussives | 5 0.05 9.27 Respiratory agents: bronchodilators: me | 1 0.01 9.28 Respiratory agents: decongestants | 6 0.06 9.34 Respiratory agents: expectorants | 5 0.05 9.39 Respiratory agents: miscellaneous respi | 2 0.02 9.41 Respiratory agents: upper respiratory c | 13 0.13 9.54 Topical agents: antiseptics and germici | 4 0.04 9.58 Topical agents: dermatological agents: | 1 0.01 9.59 Topical agents: dermatological agents: | 18 0.18 9.77 Topical agents: dermatological agents: | 1 0.01 9.78 Topical agents: dermatological agents: | 3 0.03 9.81 Topical agents: dermatological agents: | 1 0.01 9.82 Cardiovascular agents: diuretics: loop | 28 0.28 10.10 Cardiovascular agents: diuretics: potas | 7 0.07 10.17 Cardiovascular agents: diuretics: thiaz | 31 0.31 10.48 Cardiovascular agents: diuretics: carbo | 2 0.02 10.50 Anti-infectives: cephalosporins: first | 6 0.06 10.56 Anti-infectives: cephalosporins: second | 1 0.01 10.57 Anti-infectives: cephalosporins: third | 3 0.03 10.60 Topical agents: ophthalmic preparations | 2 0.02 10.62 Topical agents: ophthalmic preparations | 5 0.05 10.67 Topical agents: ophthalmic preparations | 4 0.04 10.71 Topical agents: otic preparations: misc | 2 0.02 10.73 Metabolic agents: antihyperlipidemic ag | 84 0.84 11.57 Anti-infectives: antiviral agents: prot | 1 0.01 11.58 Anti-infectives: antiviral agents: NRTI | 4 0.04 11.62 Anti-infectives: antiviral agents: misc | 1 0.01 11.63 CNS: Muscle relaxants: skeletal muscle | 27 0.27 11.90 Respiratory agents: bronchodilators: ad | 33 0.33 12.23 Respiratory agents: bronchodilators: br | 24 0.24 12.47 Hormones: sex hormones: androgens and a | 2 0.02 12.49 Hormones: sex hormones: estrogens | 7 0.07 12.56 Hormones: sex hormones: progestins | 2 0.02 12.58 Hormones: sex hormones: sex hormone com | 2 0.02 12.60 Hormones: sex hormones: miscellaneous | 1 0.01 12.61 CNS: analgesics: narcotic analgesic com | 54 0.54 13.15 Miscellaneous agents: antirheumatics | 5 0.05 13.20 CNS: analgesics: antimigraine agents | 4 0.04 13.24 Metabolic agents: antigout agents | 5 0.05 13.29 CNS: Antiemetic/antivertigo agents: 5HT | 7 0.07 13.36 CNS: Antiemetic/antivertigo agents: phe | 3 0.03 13.39 CNS: Antiemetic/antivertigo agents: ant | 1 0.01 13.40 CNS: Antiemetic/antivertigo agents: mis | 1 0.01 13.41 CNS: Anticonvulsants: Hydantoin anticon | 2 0.02 13.43 CNS: Anticonvulsants: Miscellaneous ant | 41 0.41 13.84 CNS: Anti-Parkinson agents: anticholine | 7 0.07 13.91 Psychotherapeutic agents: antidepressan | 55 0.55 14.46 Psychotherapeutic agents: antidepressan | 19 0.19 14.65 Psychotherapeutic agents: antipsychotic | 1 0.01 14.66 Coagulation modifiers: antiplatelet age | 13 0.13 14.79 Metabolic agents: antidiabetic agents: | 16 0.16 14.95 Metabolic agents: antidiabetic agents: | 32 0.32 15.27 Metabolic agents: antidiabetic agents: | 20 0.20 15.47 Hormones: biphosphonates | 16 0.16 15.63 Alternative medicines: nutraceutical pr | 15 0.15 15.78 Alternative medicines: herbal products | 6 0.06 15.84 Anti-infectives: penicillins: aminopeni | 5 0.05 15.89 Anti-infectives: penicillins: beta-lact | 2 0.02 15.91 Anti-infectives: penicillins: natural p | 1 0.01 15.92 Anti-infectives: antiviral agents: NNRT | 4 0.04 15.96 Anti-infectives: antiviral agents: adam | 1 0.01 15.97 Anti-infectives: antiviral agents: puri | 5 0.05 16.02 Anti-infectives: antituberculosis agent | 3 0.03 16.05 Anti-infectives: antituberculosis agent | 1 0.01 16.06 Anti-infectives: antifungals: azole ant | 4 0.04 16.10 Anti-infectives: antimalarial agents: a | 2 0.02 16.12 Anti-infectives: lincomycin derivatives | 4 0.04 16.16 Metabolic agents: antihyperlipidemic ag | 8 0.08 16.24 Respiratory agents: leukotriene modifie | 17 0.17 16.41 Topical agents: nasal preparations: nas | 32 0.32 16.73 Topical agents: nasal preparations: nas | 2 0.02 16.75 Topical agents: dermatological agents: | 1 0.01 16.76 Metabolic agents: antihyperlipidemic ag | 3 0.03 16.79 Immunological agents: monoclonal antibo | 2 0.02 16.81 Coagulation modifiers: anticoagulants: | 3 0.03 16.84 Coagulation modifiers: anticoagulants: | 18 0.18 17.02 Miscellaneous agents: genitourinary tra | 5 0.05 17.07 Miscellaneous agents: genitourinary tra | 5 0.05 17.12 Miscellaneous agents: genitourinary tra | 1 0.01 17.13 Miscellaneous agents: genitourinary tra | 1 0.01 17.14 Topical agents: ophthalmic preparations | 1 0.01 17.15 Topical agents: vaginal preprations: va | 2 0.02 17.17 Metabolic agents: antidiabetic agents: | 17 0.17 17.34 Gastrointestinal agents: proton pump in | 66 0.66 18.00 Cardiovas agents: beta-adrenergic block | 56 0.56 18.56 Cardiovas agents: beta-adrenergic block | 13 0.13 18.69 CNS: Anti-Parkinson agents: dopaminergi | 2 0.02 18.71 Gastrointestinal agents: 5-aminosalicyl | 1 0.01 18.72 CNS: analgesics: Cox-2 inhibitors | 2 0.02 18.74 Metabolic agents: antidiabetic agents: | 2 0.02 18.76 Topical agents: ophthalmic preparations | 3 0.03 18.79 Topical agents: ophthalmic preparations | 4 0.04 18.83 Topical agents: dermatological agents: | 1 0.01 18.84 Topical agents: dermatological agents: | 1 0.01 18.85 Respiratory agents: respiratory inhalan | 16 0.16 19.01 Respiratory agents: bronchodilators: an | 5 0.05 19.06 Hormones: adrenal cortical steroids: gl | 22 0.22 19.28 Anti-infectives: macrolide derivatives: | 6 0.06 19.34 Psychotherapeutic agents: antidepressan | 18 0.18 19.52 Psychotherapeutic agents: antidepressan | 4 0.04 19.56 Psychotherapeutic agents: antidepressan | 9 0.09 19.65 CNS: Anticonvulsants: Dibenzapine antic | 6 0.06 19.71 CNS: Cholinesterase inhibitors | 1 0.01 19.72 Metabolic agents: antihyperlipidemic ag | 7 0.07 19.79 Metabolic agents: antihyperlipidemic ag | 3 0.03 19.82 Antineoplastics: antineoplastic monocon | 1 0.01 19.83 Antineoplastics: antineoplastic interfe | 1 0.01 19.84 Anti-infectives: antiviral agents: anti | 3 0.03 19.87 Radiologic agents: radiocontrast agents | 2 0.02 19.89 Cardiovascular agents: aldosterone rece | 1 0.01 19.90 Psychotherapeutic agents: antipsychotic | 29 0.29 20.19 Pharmaceutical aids | 1 0.01 20.20 . | 7,980 79.80 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016