Summary statistics for nhamcsopd2011 dataset : by Jean Roth , jroth@nber.org , 28 Mar 2016 Variable | Obs Mean Std. Dev. Min Max -------------+--------------------------------------------------------- vmonth | 32,233 6.113424 3.463355 1 12 vdayr | 32,233 3.908262 1.4264 1 7 age | 32,233 40.90147 23.70915 0 91 sex | 32,233 1.396271 .4891295 1 2 ethun | 32,233 .3712655 3.677105 -9 2 -------------+--------------------------------------------------------- raceun | 32,233 .0751094 3.57309 -9 6 paypriv | 32,233 .3612447 .4803687 0 1 paymcare | 32,233 .2056588 .4041885 0 1 paymcaid | 32,233 .3805417 .4855276 0 1 paywkcmp | 32,233 .0061738 .0783318 0 1 -------------+--------------------------------------------------------- payself | 32,233 .1050786 .3066595 0 1 paynochg | 32,233 .0395868 .1949893 0 1 payoth | 32,233 .0593801 .2363385 0 1 paydk | 32,233 .0362672 .1869571 0 1 paytyper | 32,233 2.061335 2.739087 -9 7 -------------+--------------------------------------------------------- usetobac | 32,233 -2.158874 4.465413 -9 2 injdet | 32,233 4.571278 1.145481 1 5 injury | 32,233 .1401049 .3471012 0 1 rfv1 | 32,233 31485.08 15180.75 -9 89990 rfv2 | 32,233 10196.85 15862.02 -9 89990 -------------+--------------------------------------------------------- rfv3 | 32,233 3517.347 10285.71 -9 89990 rfv13d | 32,233 3148.484 1518.091 0 8999 rfv23d | 32,233 1020.216 1585.844 0 8999 rfv33d | 32,233 352.4953 1028.298 0 8999 primcare | 32,233 1.075792 2.53676 -9 2 -------------+--------------------------------------------------------- refer | 32,233 -2.16964 4.50466 -9 2 senbefor | 32,233 1.196538 .3973859 1 2 pastvis | 32,233 3.575963 9.468223 -7 99 major | 32,233 2.358142 2.114066 -9 5 diag1 | 0 -------------+--------------------------------------------------------- diag2 | 0 diag3 | 0 diag13d | 0 diag14d | 0 diag23d | 0 -------------+--------------------------------------------------------- diag33d | 0 prdiag1 | 32,233 -.0570223 .6686151 -7 1 prdiag2 | 32,233 -3.320634 3.504993 -7 1 prdiag3 | 32,233 -5.152608 3.089739 -7 1 arthrtis | 32,233 .1007353 .3009825 0 1 -------------+--------------------------------------------------------- asthma | 32,233 .0777154 .2677273 0 1 cancer | 32,233 .0758539 .2647684 0 1 cebvd | 32,233 .0229889 .1498702 0 1 crf | 32,233 .0157292 .1244279 0 1 chf | 32,233 .0255328 .1577393 0 1 -------------+--------------------------------------------------------- copd | 32,233 .0338783 .1809188 0 1 deprn | 32,233 .1421525 .3492118 0 1 diabetes | 32,233 .1453479 .3524568 0 1 hyplipid | 32,233 .119629 .3245322 0 1 htn | 32,233 .258741 .4379498 0 1 -------------+--------------------------------------------------------- ihd | 32,233 .0272392 .1627821 0 1 obesity | 32,233 .0947476 .2928706 0 1 ostprsis | 32,233 .0198865 .1396123 0 1 nochron | 32,233 .4599324 .5322936 0 2 totchron | 32,233 1.002978 1.94729 -9 10 -------------+--------------------------------------------------------- htin | 32,233 29.37946 36.16347 -9 77 wtlb | 32,233 108.7216 98.9887 -9 385 bmi | 32,233 7.826885 19.04326 -9 72 tempf | 32,233 464.5378 493.8659 -9 1082 bpsys | 32,233 73.5061 66.67102 -9 257 -------------+--------------------------------------------------------- bpdias | 32,233 41.74746 41.37677 -9 998 services | 32,233 .9647876 .184319 0 1 breast | 32,233 .0448609 .2070017 0 1 foot | 32,233 .0456054 .2086311 0 1 pelvic | 32,233 .0640648 .2448721 0 1 -------------+--------------------------------------------------------- rectal | 32,233 .0186765 .1353819 0 1 retinal | 32,233 .0216548 .145556 0 1 skin | 32,233 .1691124 .374857 0 1 depress | 32,233 .0111997 .105236 0 1 anyimage | 32,233 .1735178 .3787002 0 1 -------------+--------------------------------------------------------- xray | 32,233 .0644681 .2455887 0 1 bonedens | 32,233 .0022337 .0472103 0 1 catscan | 32,233 .0226476 .1487796 0 1 echocard | 32,233 .0132783 .1144658 0 1 othultra | 32,233 .0483045 .2144123 0 1 -------------+--------------------------------------------------------- mammo | 32,233 .0166289 .1278785 0 1 mri | 32,233 .0194211 .1380018 0 1 othimage | 32,233 .0149846 .1214931 0 1 cbc | 32,233 .113238 .3168884 0 1 glucose | 32,233 .0642819 .2452583 0 1 -------------+--------------------------------------------------------- hgba | 32,233 .033413 .1797152 0 1 cholest | 32,233 .0439612 .2050119 0 1 psa | 32,233 .007663 .0872036 0 1 otherbld | 32,233 .1469922 .3541036 0 1 biopsy | 32,233 .0164118 .1270547 0 1 -------------+--------------------------------------------------------- chlamyd | 32,233 .0149846 .1214931 0 1 ekg | 32,233 .0226476 .1487796 0 1 hivtest | 32,233 .0107654 .1031979 0 1 hpvdna | 32,233 .0035367 .0593662 0 1 pap | 32,233 .0260913 .1594092 0 1 -------------+--------------------------------------------------------- pregtest | 32,233 .0111687 .1050918 0 1 urine | 32,233 .0828033 .275589 0 1 sigcolon | 32,233 .0111997 .105236 0 1 exam | 32,233 .2360934 .4246869 0 1 httake | 32,233 .5438215 .4980837 0 1 -------------+--------------------------------------------------------- wttake | 32,233 .6947228 .4605319 0 1 temptake | 32,233 .4790432 .4995684 0 1 blodpres | 32,233 .6183725 .4857935 0 1 cam | 32,233 .0087178 .0929626 0 1 dme | 32,233 .0147365 .1204979 0 1 -------------+--------------------------------------------------------- homehlth | 32,233 .0052741 .0724323 0 1 pt | 32,233 .0262774 .1599616 0 1 radther | 32,233 .0029473 .0542097 0 1 spocther | 32,233 .0070735 .0838074 0 1 psychoth | 32,233 .0593491 .2362806 0 1 -------------+--------------------------------------------------------- othmntl | 32,233 .0550678 .2281161 0 1 excision | 32,233 .0238265 .1525108 0 1 wound | 32,233 .0817485 .2739855 0 1 cast | 32,233 .0046536 .0680596 0 1 splint | 32,233 .0131542 .1139368 0 1 -------------+--------------------------------------------------------- othserv | 32,233 .3714206 .4831921 0 1 proc1 | 0 proc2 | 0 proc3 | 0 proc4 | 0 -------------+--------------------------------------------------------- proc5 | 0 proc6 | 0 proc7 | 0 proc8 | 0 proc9 | 0 -------------+--------------------------------------------------------- proc13d | 0 proc23d | 0 proc33d | 0 proc43d | 0 proc53d | 0 -------------+--------------------------------------------------------- proc63d | 0 proc73d | 0 proc83d | 0 proc93d | 0 proc12d | 0 -------------+--------------------------------------------------------- proc22d | 0 proc32d | 0 proc42d | 0 proc52d | 0 proc62d | 0 -------------+--------------------------------------------------------- proc72d | 0 proc82d | 0 proc92d | 0 totserv | 32,233 4.252629 2.744429 0 24 healthed | 32,233 .5505538 .5336723 0 2 -------------+--------------------------------------------------------- asthmaed | 32,233 .010238 .1006651 0 1 dietnutr | 32,233 .12875 .3349283 0 1 exercise | 32,233 .0719449 .2584007 0 1 famplan | 32,233 .0189247 .1362613 0 1 grwthdev | 32,233 .0367015 .1880309 0 1 -------------+--------------------------------------------------------- injprev | 32,233 .0518723 .2217726 0 1 stresmgt | 32,233 .0298142 .170077 0 1 tobaced | 32,233 .0371048 .1890216 0 1 wtreduc | 32,233 .0265566 .1607861 0 1 othlthed | 32,233 .3852573 .4866636 0 1 -------------+--------------------------------------------------------- tothlted | 32,233 .6290758 1.681436 -9 8 med | 32,233 .7424689 .4755513 0 2 med1 | 32,233 30283.71 38121.76 -9 99999 med2 | 32,233 22962.9 35999.84 -9 99999 med3 | 32,233 17831.3 33482.74 -9 99999 -------------+--------------------------------------------------------- med4 | 32,233 13758.63 30432 -9 99999 med5 | 32,233 10829.75 27753.43 -9 99999 med6 | 32,233 8451.386 24909.99 -9 99999 med7 | 32,233 6737.527 22476.63 -9 99999 med8 | 32,233 4980.334 19508.3 -9 99999 -------------+--------------------------------------------------------- ncmed1 | 32,233 -1.091862 4.07978 -9 2 ncmed2 | 32,233 -2.67524 4.401498 -9 2 ncmed3 | 32,233 -3.768622 4.267273 -9 2 ncmed4 | 32,233 -4.54165 3.985673 -9 2 ncmed5 | 32,233 -5.093755 3.665885 -9 2 -------------+--------------------------------------------------------- ncmed6 | 32,233 -5.50408 3.345608 -9 2 ncmed7 | 32,233 -5.81277 3.04365 -9 2 ncmed8 | 32,233 -6.099649 2.701394 -9 2 numnew | 32,233 .5972761 1.170462 0 8 numcont | 32,233 1.863959 2.565465 0 8 -------------+--------------------------------------------------------- nummed | 32,233 2.53197 2.659408 0 8 noprovid | 32,233 .0091831 .0953891 0 1 phys | 32,233 .7716936 .4197476 0 1 physasst | 32,233 .0514069 .2208298 0 1 npnmw | 32,233 .084975 .2788489 0 1 -------------+--------------------------------------------------------- rnlpn | 32,233 .4387429 .4962411 0 1 mhp | 32,233 .0644991 .2456437 0 1 othprov | 32,233 .2427947 .4287786 0 1 nodisp | 32,233 .0262154 .1597777 0 1 refothmd | 32,233 .1379642 .3448678 0 1 -------------+--------------------------------------------------------- retappt | 32,233 .7401731 .4385463 0 1 eradmhos | 32,233 .0103621 .101267 0 1 othdisp | 32,233 .1771787 .3818258 0 1 patwt | 32,233 3900.395 5462.664 11 24093 region | 32,233 2.375206 1.065407 1 4 -------------+--------------------------------------------------------- msa | 32,233 1.095089 .2933422 1 2 owner | 32,233 1.322837 .5438275 1 3 blank1 | 0 hospcode | 32,233 94.79667 58.82325 1 199 clintype | 32,233 2.698446 1.782656 1 6 -------------+--------------------------------------------------------- patcode | 32,233 105.3386 80.51087 1 450 bdatefl | 32,233 .0102069 .100514 0 1 sexfl | 32,233 .0058325 .0761492 0 1 ethnicfl | 32,233 .1322247 .3387402 0 1 racerfl | 32,233 .1284088 .3345496 0 1 -------------+--------------------------------------------------------- senbefl | 32,233 .0113238 .1058108 0 1 pastfl | 32,233 .1266094 .33254 0 1 drugid1 | 0 prescr1 | 22,806 1.78168 1.500391 1 5 contsub1 | 22,806 5.774051 .8963539 2 8 -------------+--------------------------------------------------------- comstat1 | 22,806 1.18482 .4318997 1 3 rx1cat1 | 0 rx1cat2 | 0 rx1cat3 | 0 rx1cat4 | 0 -------------+--------------------------------------------------------- rx1v1c1 | 0 rx1v1c2 | 0 rx1v1c3 | 0 rx1v1c4 | 0 rx1v2c1 | 0 -------------+--------------------------------------------------------- rx1v2c2 | 0 rx1v2c3 | 0 rx1v2c4 | 0 rx1v3c1 | 0 rx1v3c2 | 0 -------------+--------------------------------------------------------- rx1v3c3 | 0 rx1v3c4 | 0 drugid2 | 0 prescr2 | 16,531 1.849434 1.572992 1 5 contsub2 | 16,531 5.780957 .8409457 2 8 -------------+--------------------------------------------------------- comstat2 | 16,531 1.129514 .3750951 1 3 rx2cat1 | 0 rx2cat2 | 0 rx2cat3 | 0 rx2cat4 | 0 -------------+--------------------------------------------------------- rx2v1c1 | 0 rx2v1c2 | 0 rx2v1c3 | 0 rx2v1c4 | 0 rx2v2c1 | 0 -------------+--------------------------------------------------------- rx2v2c2 | 0 rx2v2c3 | 0 rx2v2c4 | 0 rx2v3c1 | 0 rx2v3c2 | 0 -------------+--------------------------------------------------------- rx2v3c3 | 0 rx2v3c4 | 0 drugid3 | 0 prescr3 | 12,278 1.827985 1.566705 1 5 contsub3 | 12,278 5.795732 .81365 2 8 -------------+--------------------------------------------------------- comstat3 | 12,278 1.11484 .3523362 1 3 rx3cat1 | 0 rx3cat2 | 0 rx3cat3 | 0 rx3cat4 | 0 -------------+--------------------------------------------------------- rx3v1c1 | 0 rx3v1c2 | 0 rx3v1c3 | 0 rx3v1c4 | 0 rx3v2c1 | 0 -------------+--------------------------------------------------------- rx3v2c2 | 0 rx3v2c3 | 0 rx3v2c4 | 0 rx3v3c1 | 0 rx3v3c2 | 0 -------------+--------------------------------------------------------- rx3v3c3 | 0 rx3v3c4 | 0 drugid4 | 0 prescr4 | 9,308 1.890847 1.61428 1 5 contsub4 | 9,308 5.838633 .7274881 2 8 -------------+--------------------------------------------------------- comstat4 | 9,308 1.103674 .3448736 1 3 rx4cat1 | 0 rx4cat2 | 0 rx4cat3 | 0 rx4cat4 | 0 -------------+--------------------------------------------------------- rx4v1c1 | 0 rx4v1c2 | 0 rx4v1c3 | 0 rx4v1c4 | 0 rx4v2c1 | 0 -------------+--------------------------------------------------------- rx4v2c2 | 0 rx4v2c3 | 0 rx4v2c4 | 0 rx4v3c1 | 0 rx4v3c2 | 0 -------------+--------------------------------------------------------- rx4v3c3 | 0 rx4v3c4 | 0 drugid5 | 0 prescr5 | 7,207 1.917441 1.634432 1 5 contsub5 | 7,207 5.833495 .7300111 2 8 -------------+--------------------------------------------------------- comstat5 | 7,207 1.09352 .3210981 1 3 rx5cat1 | 0 rx5cat2 | 0 rx5cat3 | 0 rx5cat4 | 0 -------------+--------------------------------------------------------- rx5v1c1 | 0 rx5v1c2 | 0 rx5v1c3 | 0 rx5v1c4 | 0 rx5v2c1 | 0 -------------+--------------------------------------------------------- rx5v2c2 | 0 rx5v2c3 | 0 rx5v2c4 | 0 rx5v3c1 | 0 rx5v3c2 | 0 -------------+--------------------------------------------------------- rx5v3c3 | 0 rx5v3c4 | 0 drugid6 | 0 prescr6 | 5,635 1.95244 1.660973 1 5 contsub6 | 5,635 5.836557 .7236643 2 8 -------------+--------------------------------------------------------- comstat6 | 5,635 1.081278 .2981349 1 3 rx6cat1 | 0 rx6cat2 | 0 rx6cat3 | 0 rx6cat4 | 0 -------------+--------------------------------------------------------- rx6v1c1 | 0 rx6v1c2 | 0 rx6v1c3 | 0 rx6v1c4 | 0 rx6v2c1 | 0 -------------+--------------------------------------------------------- rx6v2c2 | 0 rx6v2c3 | 0 rx6v2c4 | 0 rx6v3c1 | 0 rx6v3c2 | 0 -------------+--------------------------------------------------------- rx6v3c3 | 0 rx6v3c4 | 0 drugid7 | 0 prescr7 | 4,456 1.924147 1.630542 1 5 contsub7 | 4,456 5.835054 .7351622 2 8 -------------+--------------------------------------------------------- comstat7 | 4,456 1.097172 .3373244 1 3 rx7cat1 | 0 rx7cat2 | 0 rx7cat3 | 0 rx7cat4 | 0 -------------+--------------------------------------------------------- rx7v1c1 | 0 rx7v1c2 | 0 rx7v1c3 | 0 rx7v1c4 | 0 rx7v2c1 | 0 -------------+--------------------------------------------------------- rx7v2c2 | 0 rx7v2c3 | 0 rx7v2c4 | 0 rx7v3c1 | 0 rx7v3c2 | 0 -------------+--------------------------------------------------------- rx7v3c3 | 0 rx7v3c4 | 0 drugid8 | 0 prescr8 | 3,392 1.980837 1.670759 1 5 contsub8 | 3,392 5.833726 .7446302 2 8 -------------+--------------------------------------------------------- comstat8 | 3,392 1.095224 .3339807 1 3 rx8cat1 | 0 rx8cat2 | 0 rx8cat3 | 0 rx8cat4 | 0 -------------+--------------------------------------------------------- rx8v1c1 | 0 rx8v1c2 | 0 rx8v1c3 | 0 rx8v1c4 | 0 rx8v2c1 | 0 -------------+--------------------------------------------------------- rx8v2c2 | 0 rx8v2c3 | 0 rx8v2c4 | 0 rx8v3c1 | 0 rx8v3c2 | 0 -------------+--------------------------------------------------------- rx8v3c3 | 0 rx8v3c4 | 0 ebillanyo | 32,233 -9 0 -9 -9 einseligo | 32,233 -9 0 -9 -9 emropd | 32,233 -9 0 -9 -9 -------------+--------------------------------------------------------- ehrinso | 32,233 -9 0 -9 -9 edemogo | 32,233 -9 0 -9 -9 eprolsto | 32,233 -9 0 -9 -9 epnoteso | 32,233 -9 0 -9 -9 emedalgo | 32,233 -9 0 -9 -9 -------------+--------------------------------------------------------- ecpoeo | 32,233 -9 0 -9 -9 escripo | 32,233 -9 0 -9 -9 ewarno | 32,233 -9 0 -9 -9 eremindo | 32,233 -9 0 -9 -9 ectoeo | 32,233 -9 0 -9 -9 -------------+--------------------------------------------------------- eordero | 32,233 -9 0 -9 -9 esetso | 32,233 -9 0 -9 -9 eresulto | 32,233 -9 0 -9 -9 eresehro | 32,233 -9 0 -9 -9 eimgreso | 32,233 -9 0 -9 -9 -------------+--------------------------------------------------------- eqoco | 32,233 -9 0 -9 -9 eimmrego | 32,233 -9 0 -9 -9 epubhltho | 32,233 -9 0 -9 -9 enotdiso | 32,233 -9 0 -9 -9 esumo | 32,233 -9 0 -9 -9 -------------+--------------------------------------------------------- emsgo | 32,233 -9 0 -9 -9 ewhopraco | 32,233 0 0 0 0 ewhootho | 32,233 0 0 0 0 ewhonoto | 32,233 0 0 0 0 ewhounko | 32,233 0 0 0 0 -------------+--------------------------------------------------------- ewhopracor | 32,233 -9 0 -9 -9 ewhoothor | 32,233 -9 0 -9 -9 ewhonotor | 32,233 -9 0 -9 -9 ewhounkor | 32,233 -9 0 -9 -9 exchsumo | 32,233 -9 0 -9 -9 -------------+--------------------------------------------------------- exchsum1o | 32,233 -9 0 -9 -9 exchsum2o | 32,233 -9 0 -9 -9 exchsum3o | 32,233 -9 0 -9 -9 exchsum4o | 32,233 -9 0 -9 -9 exchsum5o | 32,233 -9 0 -9 -9 -------------+--------------------------------------------------------- exchsum6o | 32,233 -9 0 -9 -9 payhith | 32,233 -9 0 -9 -9 payyrh | 32,233 -9 0 -9 -9 ethim | 32,233 1.809388 .3927899 1 2 racer | 32,233 1.345298 .5972872 1 3 -------------+--------------------------------------------------------- racereth | 32,233 1.730028 .9351441 1 4 agedays | 32,233 -2.229951 32.57749 -7 364 ager | 32,233 3.27627 1.455627 1 6 diag1r | 32,233 158531.2 33584.19 -9 209980 diag2r | 32,233 83905.02 82708.19 -9 209920 -------------+--------------------------------------------------------- diag3r | 32,233 41265.85 70563.98 -9 209980 proc1r | 32,233 3137.146 4219.652 -9 9999 proc2r | 32,233 790.3096 2551.239 -9 9999 proc3r | 32,233 239.5461 1466.427 -9 9999 proc4r | 32,233 65.63367 811.041 -9 9999 -------------+--------------------------------------------------------- proc5r | 32,233 7.316136 379.458 -9 9959 proc6r | 32,233 -7.052431 126.3981 -9 9959 proc7r | 32,233 -9 0 -9 -9 proc8r | 32,233 -9 0 -9 -9 proc9r | 32,233 -9 0 -9 -9 -------------+--------------------------------------------------------- whocomp | 32,233 1.632395 1.148062 -9 5 settype | 32,233 2 0 2 2 year | 32,233 2011 0 2011 2011 cstratm | 32,233 2.97e+07 9990236 2.01e+07 4.04e+07 cpsum | 32,233 52781.37 49958.1 6 100199 -------------+--------------------------------------------------------- opdwt | 32,233 .0931344 1.763052 0 94 blank2 | 0 blank3 | 0 blank4 | 0 blank5 | 0 -------------+--------------------------------------------------------- chol | 32,233 -.312723 4.292121 -9 2 cholres | 32,233 16.07545 65.50852 -9 530 daydchol | 32,233 -789.6478 276.085 -900 253 hdl | 32,233 -.3120094 4.29441 -9 2 hdlres | 32,233 -1.249744 20.75054 -9 189 -------------+--------------------------------------------------------- daydhdl | 32,233 -792.0756 273.4482 -900 253 ldl | 32,233 -.3106754 4.294973 -9 2 ldlres | 32,233 5.292557 39.10531 -9 428 daydldl | 32,233 -793.3798 271.9331 -900 253 lipiderr | 32,233 -866.8118 358.0187 -999 383 -------------+--------------------------------------------------------- ldldiff | 32,233 -878.9161 325.0968 -999 180 tgs | 32,233 -.3159495 4.29791 -9 2 tgsres | 32,233 10.25244 60.10885 -9 800 daydtgs | 32,233 -792.7042 272.6206 -900 233 fbg | 32,233 -.3253498 4.304642 -9 2 -------------+--------------------------------------------------------- fbgres | 32,233 7.418577 46.15562 -9 583 daydfbg | 32,233 -788.9111 280.6248 -900 221 injr1 | 32,233 .0766916 .2661056 0 1 injr2 | 32,233 .0924518 .2896672 0 1 injdetr1 | 32,233 4.750907 .8849321 1 5 -------------+--------------------------------------------------------- injdetr2 | 32,233 4.701393 .9527968 1 5 by Jean Roth , jroth@nber.org , 28 Mar 2016