--------------------------------------------------------------------------------------------------------------------- name: log: c:\nhis\dd100ppriv1118newkf.log log type: text opened on: 19 May 2021, 13:27:13 . set more off . display "dd100ppriv1118newkf.do run on $S_DATE at $S_TIME" dd100ppriv1118newkf.do run on 19 May 2021 at 13:27:13 . clear . set mem 500m set memory ignored. Memory no longer needs to be set in modern Statas; memory adjustments are performed on the fly automatically. . . . use d:\onedrive070120\NHISDATA1118F.dta, clear . replace strat_p=strat_p+1000 (257,652 real changes made) . replace strat_p=strat_p+1000 if year>2015 (85,187 real changes made) . . svyset [pweight=wtfa_sa], strata(strat_p) psu(psu_p) pweight: wtfa_sa VCE: linearized Single unit: missing Strata 1: strat_p SU 1: psu_p FPC 1: . gen post=0 . replace post=1 if year>2014 (146,629 real changes made) . replace post=. if year==2014 (45,597 real changes made, 45,597 to missing) . . gen stdypop100400b=stdypop100400 . replace stdypop100400b=1 if fpl200unk==1 (25,580 real changes made) . replace stdypop100400b=0 if year==2014 (12,676 real changes made) . replace stdypop100400b=0 if age>64 (11,966 real changes made) . . . gen stdypop100400bnwhi=stdypop100400b . replace stdypop100400bnwhi=0 if workhi==1 (31,862 real changes made) . . gen stdypop100pnwhi=stdypop100p . replace stdypop100pnwhi=0 if workhi==1 (73,736 real changes made) . replace stdypop100pnwhi=0 if year==2014 (6,923 real changes made) . replace stdypop100pnwhi=0 if age>64 (0 real changes made) . . gen kids=0 . replace kids=1 if fm_kids==1 (42,298 real changes made) . replace kids=2 if fm_kids==2 (36,524 real changes made) . replace kids=3 if fm_kids>2 (22,479 real changes made) . . gen somehs=0 . replace somehs=1 if educ > 8 & educ < 13 (22,849 real changes made) . replace lesshs=0 if educ > 8 & educ < 13 (22,849 real changes made) . replace lesshs=1 if educ > 96 (61,851 real changes made) . . *Insurance Variables . *order notcov medpriv mcaid priv igap . . *Notcov=No insurance coverage . *medpriv=Medicaid or private insurance . *mcaid=medicaid coverage . *priv=private coverage . *igap=had insuarnce gap in last 12 months . . . ** newest 100-400FPL but with FPL >= 200% but specifics unknown . svy, subpop(stdypop100400b): regress priv i.aa i.post i.aa#i.post a1826 a2735 a50p /* > */flimit female married wasmarried i.kids employed workhi /* > */ hs somecol assoc ba grad fpl300 fpl400 fpl400p fpl200unk (running regress on estimation sample) Survey: Linear regression Number of strata = 352 Number of obs = 257,652 Number of PSUs = 1,259 Population size = 1,927,134,824 Subpop. no. obs = 61,687 Subpop. size = 514,844,711 Design df = 907 F( 23, 885) = 759.60 Prob > F = 0.0000 R-squared = 0.2788 ------------------------------------------------------------------------------ | Linearized priv | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.aa | -.0598969 .0085865 -6.98 0.000 -.0767487 -.0430452 1.post | .0164937 .0048649 3.39 0.001 .0069459 .0260414 | aa#post | 1 1 | .0232127 .0119805 1.94 0.053 -.0003 .0467254 | a1826 | .0775222 .0076865 10.09 0.000 .0624367 .0926077 a2735 | -.0404397 .005515 -7.33 0.000 -.0512634 -.029616 a50p | .0599538 .0058251 10.29 0.000 .0485216 .071386 flimit | -.0348783 .0050323 -6.93 0.000 -.0447546 -.0250021 female | .0397614 .0045175 8.80 0.000 .0308954 .0486273 married | .113354 .0057557 19.69 0.000 .1020581 .12465 wasmarried | -.0032971 .0070544 -0.47 0.640 -.0171418 .0105477 | kids | 1 | -.0142929 .0064865 -2.20 0.028 -.0270231 -.0015626 2 | .0201845 .0070505 2.86 0.004 .0063472 .0340217 3 | .0469297 .0079566 5.90 0.000 .0313142 .0625452 | employed | -.0333512 .0074602 -4.47 0.000 -.0479925 -.0187099 workhi | .3428516 .0050965 67.27 0.000 .3328493 .3528539 hs | .0917536 .0088118 10.41 0.000 .0744598 .1090475 somecol | .1499888 .0089013 16.85 0.000 .1325192 .1674584 assoc | .1334525 .0097734 13.65 0.000 .1142714 .1526336 ba | .2070187 .0095232 21.74 0.000 .1883286 .2257088 grad | .2005705 .010508 19.09 0.000 .1799478 .2211933 fpl300 | .1703491 .0059953 28.41 0.000 .1585829 .1821153 fpl400 | .2527886 .0064482 39.20 0.000 .2401335 .2654438 fpl400p | 0 (omitted) fpl200unk | .2401425 .0076949 31.21 0.000 .2250406 .2552444 _cons | .1576276 .0109269 14.43 0.000 .1361827 .1790724 ------------------------------------------------------------------------------ . margins aa#post, subpop(stdypop100400b) post Predictive margins Number of obs = 220,955 Subpop. no. obs = 61,687 Model VCE : Linearized Expression : Linear prediction, predict() ------------------------------------------------------------------------------ | Delta-method | Margin Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- aa#post | 0 0 | .6794875 .003489 194.75 0.000 .67264 .686335 0 1 | .6959812 .0034316 202.82 0.000 .6892464 .7027159 1 0 | .6195906 .0079887 77.56 0.000 .6039121 .635269 1 1 | .6592969 .0083732 78.74 0.000 .6428638 .6757301 ------------------------------------------------------------------------------ . nlcom (_b[1.aa#1.post]/_b[0bn.aa#1.post])- /* > */ (_b[1.aa#0bn.post]/_b[0bn.aa#0bn.post]) _nl_1: (_b[1.aa#1.post]/_b[0bn.aa#1.post])- (_b[1.aa#0bn.post]/_b[0bn.aa#0bn.post]) ------------------------------------------------------------------------------ | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- _nl_1 | .0354415 .0172323 2.06 0.040 .0016667 .0692163 ------------------------------------------------------------------------------ . . . . **As above but only on subpop that does not have HI available from work . . svy, subpop(stdypop100400bnwhi): regress priv i.aa i.post i.aa#i.post a1826 a2735 a50p /* > */flimit female married wasmarried i.kids employed workhi /* > */ hs somecol assoc ba grad fpl300 fpl400 fpl200unk (running regress on estimation sample) Survey: Linear regression Number of strata = 352 Number of obs = 257,652 Number of PSUs = 1,259 Population size = 1,927,134,824 Subpop. no. obs = 29,825 Subpop. size = 263,723,840 Design df = 907 F( 22, 886) = 271.78 Prob > F = 0.0000 R-squared = 0.2017 ------------------------------------------------------------------------------ | Linearized priv | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.aa | -.0877603 .0129227 -6.79 0.000 -.1131222 -.0623983 1.post | .0376438 .0074295 5.07 0.000 .0230629 .0522248 | aa#post | 1 1 | .0442085 .0189772 2.33 0.020 .0069642 .0814528 | a1826 | .1850045 .0114883 16.10 0.000 .1624577 .2075512 a2735 | -.0580493 .0096301 -6.03 0.000 -.0769491 -.0391494 a50p | .0951138 .0095727 9.94 0.000 .0763267 .1139009 flimit | -.0416043 .0078855 -5.28 0.000 -.0570803 -.0261284 female | .0520379 .0073243 7.10 0.000 .0376634 .0664124 married | .19458 .0089968 21.63 0.000 .176923 .2122369 wasmarried | -.0185478 .0110465 -1.68 0.093 -.0402275 .003132 | kids | 1 | -.0235045 .0100082 -2.35 0.019 -.0431464 -.0038626 2 | .0271858 .0113246 2.40 0.017 .0049603 .0494113 3 | .0527678 .0132151 3.99 0.000 .026832 .0787035 | employed | -.0300777 .0075892 -3.96 0.000 -.0449721 -.0151833 workhi | 0 (omitted) hs | .1044058 .0113317 9.21 0.000 .0821665 .1266451 somecol | .1879403 .0117873 15.94 0.000 .1648067 .2110739 assoc | .1568224 .0137214 11.43 0.000 .129893 .1837518 ba | .2873603 .0131239 21.90 0.000 .2616035 .3131171 grad | .3149019 .0163841 19.22 0.000 .2827469 .347057 fpl300 | .1742255 .0085262 20.43 0.000 .157492 .1909589 fpl400 | .301792 .0097861 30.84 0.000 .2825859 .320998 fpl200unk | .2912363 .0114285 25.48 0.000 .2688069 .3136656 _cons | .0147895 .0144551 1.02 0.307 -.0135799 .0431588 ------------------------------------------------------------------------------ . margins aa#post, subpop(stdypop100400bnwhi) post Predictive margins Number of obs = 220,955 Subpop. no. obs = 29,825 Model VCE : Linearized Expression : Linear prediction, predict() ------------------------------------------------------------------------------ | Delta-method | Margin Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- aa#post | 0 0 | .4835284 .005413 89.33 0.000 .472905 .4941517 0 1 | .5211722 .0052767 98.77 0.000 .5108162 .5315282 1 0 | .3957681 .01184 33.43 0.000 .3725312 .419005 1 1 | .4776204 .0136521 34.99 0.000 .4508271 .5044137 ------------------------------------------------------------------------------ . nlcom (_b[1.aa#1.post]/_b[0bn.aa#1.post]) _nl_1: _b[1.aa#1.post]/_b[0bn.aa#1.post] ------------------------------------------------------------------------------ | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- _nl_1 | .916435 .0274934 33.33 0.000 .862549 .970321 ------------------------------------------------------------------------------ . nlcom (_b[1.aa#0bn.post]/_b[0bn.aa#0bn.post]) _nl_1: _b[1.aa#0bn.post]/_b[0bn.aa#0bn.post] ------------------------------------------------------------------------------ | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- _nl_1 | .8185003 .0259778 31.51 0.000 .7675848 .8694157 ------------------------------------------------------------------------------ . nlcom (_b[1.aa#1.post]/_b[0bn.aa#1.post])- /* > */ (_b[1.aa#0bn.post]/_b[0bn.aa#0bn.post]) _nl_1: (_b[1.aa#1.post]/_b[0bn.aa#1.post])- (_b[1.aa#0bn.post]/_b[0bn.aa#0bn.post]) ------------------------------------------------------------------------------ | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- _nl_1 | .0979347 .0369249 2.65 0.008 .0255632 .1703062 ------------------------------------------------------------------------------ . . . . **All income above 100%FPL but only on subpop that does not have HI available from work . . svy, subpop(stdypop100pnwhi): regress priv i.aa i.post i.aa#i.post a1826 a2735 a50p /* > */flimit female married wasmarried i.kids employed workhi /* > */ hs somecol assoc ba grad fpl300 fpl400 fpl400p fpl200unk (running regress on estimation sample) Survey: Linear regression Number of strata = 352 Number of obs = 257,652 Number of PSUs = 1,259 Population size = 1,927,134,824 Subpop. no. obs = 41,841 Subpop. size = 383,888,745 Design df = 907 F( 23, 885) = 562.21 Prob > F = 0.0000 R-squared = 0.2606 ------------------------------------------------------------------------------ | Linearized priv | Coef. Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- 1.aa | -.0966885 .0112788 -8.57 0.000 -.1188241 -.0745529 1.post | .0318923 .0057541 5.54 0.000 .0205995 .0431851 | aa#post | 1 1 | .048003 .0166067 2.89 0.004 .015411 .080595 | a1826 | .1967945 .00958 20.54 0.000 .177993 .2155961 a2735 | -.0547999 .0079701 -6.88 0.000 -.0704419 -.0391579 a50p | .0822863 .007467 11.02 0.000 .0676318 .0969408 flimit | -.0348271 .0059526 -5.85 0.000 -.0465095 -.0231446 female | .0411898 .0057092 7.21 0.000 .0299852 .0523945 married | .1942759 .0078283 24.82 0.000 .1789121 .2096397 wasmarried | -.0097865 .0104925 -0.93 0.351 -.0303789 .0108059 | kids | 1 | -.0060808 .0080525 -0.76 0.450 -.0218846 .009723 2 | .0371399 .0091315 4.07 0.000 .0192187 .0550612 3 | .0600328 .0109523 5.48 0.000 .0385379 .0815276 | employed | -.0239202 .0059496 -4.02 0.000 -.0355968 -.0122435 workhi | 0 (omitted) hs | .0853707 .0104474 8.17 0.000 .0648668 .1058746 somecol | .154191 .0108522 14.21 0.000 .1328927 .1754893 assoc | .1349859 .0117902 11.45 0.000 .1118466 .1581253 ba | .2278221 .0112269 20.29 0.000 .2057883 .2498558 grad | .2321969 .0125513 18.50 0.000 .207564 .2568299 fpl300 | .1791191 .0084792 21.12 0.000 .1624779 .1957603 fpl400 | .3112095 .0096266 32.33 0.000 .2923164 .3301025 fpl400p | .4212257 .0078402 53.73 0.000 .4058386 .4366128 fpl200unk | .3391175 .0117041 28.97 0.000 .3161473 .3620877 _cons | .0355796 .0130122 2.73 0.006 .010042 .0611172 ------------------------------------------------------------------------------ . margins aa#post, subpop(stdypop100pnwhi) post Predictive margins Number of obs = 220,955 Subpop. no. obs = 41,841 Model VCE : Linearized Expression : Linear prediction, predict() ------------------------------------------------------------------------------ | Delta-method | Margin Std. Err. t P>|t| [95% Conf. Interval] -------------+---------------------------------------------------------------- aa#post | 0 0 | .5961906 .0043717 136.37 0.000 .5876107 .6047705 0 1 | .6280829 .0040241 156.08 0.000 .6201853 .6359806 1 0 | .4995021 .0105555 47.32 0.000 .4787859 .5202182 1 1 | .5793974 .0122243 47.40 0.000 .5554062 .6033886 ------------------------------------------------------------------------------ . nlcom (_b[1.aa#1.post]/_b[0bn.aa#1.post])- /* > */ (_b[1.aa#0bn.post]/_b[0bn.aa#0bn.post]) _nl_1: (_b[1.aa#1.post]/_b[0bn.aa#1.post])- (_b[1.aa#0bn.post]/_b[0bn.aa#0bn.post]) ------------------------------------------------------------------------------ | Coef. Std. Err. z P>|z| [95% Conf. Interval] -------------+---------------------------------------------------------------- _nl_1 | .0846627 .0266934 3.17 0.002 .0323447 .1369807 ------------------------------------------------------------------------------ . . . log close name: log: c:\nhis\dd100ppriv1118newkf.log log type: text closed on: 19 May 2021, 13:27:31 ---------------------------------------------------------------------------------------------------------------------