| clear |
| set mem 500m |
| set more off |
| set logtype text |
| set matsize 3000 |
|
|
| cap log close |
| log using "$Log/Table3a_3b.log", replace |
|
|
|
|
| use "$AnalysisData/bills_analysis_101-111_replication.dta", clear |
| keep private v2 sponsor_state_abbrev sponsor_district sponsor_term_served sponsor_female sponsor_party sponsor_age sponsor_tenure_run comc comr |
| lnpop lnarea MV1_democrat numb_cosponsors_opposite numb_cosponsors pct_cosponsors_opposite plaw_cbp passh women_friend* HRnumber |
| MV1_female minor house_* sponsor_age ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate |
| pct_black pct_urban pct_for_born pct_age_over65 lninc sponsor_state_icpsr |
| keep if private==0 |
|
|
| bysort v2 sponsor_state_abbrev sponsor_district sponsor_term_served: egen tot_bills=count(v2) |
|
|
| gen byte sponsor_democrat = sponsor_party==100 if sponsor_party~=. |
|
|
| gen byte NE = sponsor_state_icpsr>=1 & sponsor_state_icpsr<=14 if sponsor_state_icpsr~=. |
| gen byte MW = sponsor_state_icpsr>=21 & sponsor_state_icpsr<=37 if sponsor_state_icpsr~=. |
| gen byte SO = sponsor_state_icpsr>=40 & sponsor_state_icpsr<=56 if sponsor_state_icpsr~=. |
| gen byte WE = sponsor_state_icpsr>=61 & sponsor_state_icpsr<=82 if sponsor_state_icpsr~=. |
|
|
| replace sponsor_age=. if sponsor_age>100 |
| gen sponsor_rookie=(sponsor_tenure_run==1) if sponsor_tenure_run!=. |
| gen byte leader = (comc==1) | (comr==1) if comc~=. & comr~=. |
|
|
| gen lnpden=lnpop-lnarea |
| gen absMV=abs(MV1_democrat) |
|
|
| egen tag_congressmen=tag(v2 sponsor_state_abbrev sponsor_district sponsor_term_served) |
| egen tag_sponsor = tag(v2 sponsor_state_abbrev sponsor_district sponsor_term_served) |
| egen group_sponsor = group(v2 sponsor_state_abbrev sponsor_district sponsor_term_served) |
|
|
| cap drop pct_cosponsors_opposite |
| gen pct_cosponsors_opposite=100*numb_cosponsors_opposite/(numb_cosponsors+1) |
| replace pct_cosponsors_opposite=. if pct_cosponsors_opposite>100 |
|
|
| compress |
|
|
| egen tag_bill = tag(v2 HRnumber) |
|
|
| gen int decade = 1980 if v2<=102 |
| replace decade=1990 if v2>=103 & v2<=107 |
| replace decade=2000 if v2>=108 |
|
|
| egen district_id = group(decade sponsor_state_abbrev sponsor_district) |
|
|
| local other_controls1 = "i.v2" |
| local other_controls2 = "i.v2 i.minor house_*" |
| local other_controls3 = "i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate tot_bills" |
| local other_controls4 = "i.v2 i.minor house_* NE MW WE pct_black pct_urban pct_for_born pct_age_over65 lninc lnpden" |
| local other_controls5 = "i.v2 i.minor house_* sponsor_democrat sponsor_rookie sponsor_tenure_run sponsor_age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate tot_bills NE MW WE pct_black pct_urban pct_for_born pct_age_over65 lninc lnpden" |
|
|
| local if1 = "if tag_bill==1" |
| local if2 = "if sponsor_party==100 & tag_bill==1" |
| local if3 = "if sponsor_party==200 & tag_bill==1" |
|
|
| foreach depvar of varlist numb_cosponsors pct_cosponsors_opposite { |
| forvalues j=1/5 { |
| forvalues k = 1/3 { |
|
|
| if "`depvar'"=="numb_cosponsors_opposite" { |
| local other_controls`j' = "numb_cosponsors `other_controls`j''" |
| } |
| if `j'==1 { |
| di "reg `depvar' sponsor_female `other_controls`j'' `if`k'', robust cluster(group_sponsor)" |
| reg `depvar' sponsor_female `other_controls`j'' `if`k'', robust cluster(group_sponsor) |
| } |
| else if `j'==2 { |
| di "reg `depvar' sponsor_female `other_controls`j'' `if`k'', robust cluster(group_sponsor)" |
| reg `depvar' sponsor_female `other_controls`j'' `if`k'', robust cluster(group_sponsor) |
| } |
| else if `j'==3 { |
| di "reg `depvar' sponsor_female `other_controls`j'' `if`k'', robust cluster(group_sponsor)" |
| reg `depvar' sponsor_female `other_controls`j'' `if`k'', robust cluster(group_sponsor) |
| } |
| else if `j'==4 { |
| di "reg `depvar' sponsor_female `other_controls`j'' `if`k'', robust cluster(group_sponsor)" |
| reg `depvar' sponsor_female `other_controls`j'' `if`k'', robust cluster(group_sponsor) |
| } |
| else if `j'==5 { |
| di "reg `depvar' sponsor_female `other_controls`j'' `if`k'', robust cluster(group_sponsor)" |
| reg `depvar' sponsor_female `other_controls`j'' `if`k'', robust cluster(group_sponsor) |
| } |
| scalar b_col`j'_row`k' = _b[sponsor_female] |
| scalar se_col`j'_row`k' = _se[sponsor_female] |
| scalar n_col`j'_row`k' = e(N) |
| sum tag_congressmen if tag_congressmen==1 & e(sample) |
| scalar ni_col`j'_row`k' = e(N_clust) |
| scalar ob_col`j'_row`k' = . |
| |
| } |
| } |
|
|
| preserve |
|
|
| |
|
|
| forvalues i = 1/5 { |
| gen var`i' =. |
| } |
| gen str20 var6 = "" |
| |
| forvalues j=1/5 { |
| forvalues k = 1/3 { |
| replace var`j' = b_col`j'_row`k' if _n==6*(`k'-1)+1 |
| replace var`j' = se_col`j'_row`k' if _n==6*(`k'-1)+2 |
| replace var`j' = n_col`j'_row`k' if _n==6*(`k'-1)+3 |
| replace var`j' = ni_col`j'_row`k' if _n==6*(`k'-1)+4 |
| replace var`j' = ob_col`j'_row`k' if _n==6*(`k'-1)+5 |
| } |
| } |
|
|
| keep var1-var6 |
| keep if _n<=18 |
|
|
| order var6 var1-var5 |
|
|
| ren var6 sampletype |
| ren var1 OLS_bas |
| ren var2 OLS_maj |
| ren var3 OLS_ind |
| ren var4 OLS_dis |
| ren var5 OLS_all |
|
|
| foreach var of varlist OLS_bas OLS_maj OLS_ind OLS_dis OLS_all { |
| gen str3 `var'_stars ="*" if abs(`var'/`var'[_n+1])>=1.645 & mod(_n,6)==1 |
| replace `var'_stars ="**" if abs(`var'/`var'[_n+1])>=1.96 & mod(_n,6)==1 |
| replace `var'_stars="***" if abs(`var'/`var'[_n+1])>=2.58 & mod(_n,6)==1 |
| } |
|
|
| replace sampletype = "All" if _n>=1 & _n<=5 |
| replace sampletype = "Democrats" if _n>=7 & _n<=11 |
| replace sampletype = "Republicans" if _n>=13 & _n<=17 |
|
|
| order sampletype OLS_bas* OLS_maj* OLS_ind* OLS_dis* OLS_all* |
| export excel using "$Output/Table3a_`depvar'_OLS", firstrow(var) replace |
| restore |
| } |
|
|
|
|
| |
|
|
|
|
| use "$AnalysisData/cosponsors_analysis_101-111_replication.dta", clear |
|
|
| gen byte tag_cosponsor=1 |
|
|
| gen byte cosponsor_democrat = cosponsor_party==100 if cosponsor_party~=. |
|
|
| gen byte cosponsor_region_NE = cosponsor_state_icpsr>=1 & cosponsor_state_icpsr<=14 if cosponsor_state_icpsr~=. |
| gen byte cosponsor_region_MW = cosponsor_state_icpsr>=21 & cosponsor_state_icpsr<=37 if cosponsor_state_icpsr~=. |
| gen byte cosponsor_region_SO = cosponsor_state_icpsr>=40 & cosponsor_state_icpsr<=56 if cosponsor_state_icpsr~=. |
| gen byte cosponsor_region_WE = cosponsor_state_icpsr>=61 & cosponsor_state_icpsr<=82 if cosponsor_state_icpsr~=. |
|
|
| replace cosponsor_age=. if cosponsor_age>100 |
| gen cosponsor_rookie=(cosponsor_tenure_run==1) if cosponsor_tenure_run!=. |
| gen byte leader = (cosp_comc==1) | (cosp_comr==1) if cosp_comc~=. & cosp_comr~=. |
|
|
| egen tag_congressmen=tag(v2 cosponsor_state_abbrev cosponsor_district cosponsor_term_served) |
|
|
| gen lnpden=cosp_lnpop-cosp_lnarea |
| gen absMV=abs(cosp_MV1_democrat) |
|
|
| cap drop pctbills_cosponsored_opp |
| gen pctbills_cosponsored_opp=100*nbills_cosponsored_opp/(nbills_cosponsored+1) |
| replace pctbills_cosponsored_opp=. if pctbills_cosponsored_opp>100 |
|
|
| gen int decade = 1980 if v2<=102 |
| replace decade=1990 if v2>=103 & v2<=107 |
| replace decade=2000 if v2>=108 |
|
|
| egen district_id = group(decade cosponsor_state_abbrev cosponsor_district) |
|
|
| foreach name in "democrat" "tenure_run" "age" "rookie" "region_NE" "region_MW" "region_WE" { |
| ren cosponsor_`name' cosp_`name' |
| } |
| foreach name in "democrat" "tenure_run" "age" "rookie" "comc" "comr" "borninstate" |
| "ivycoll" "black" "occ0" "occ1" "occ2" "occ3" "occ4" |
| "region_NE" "region_MW" "region_WE" "pct_b" "pct_u" "pct_f" "pct_a" "lnpop" "lninc" "lnarea" { |
| ren cosp_`name' `name' |
| } |
|
|
| local cosp_controls1 = "i.v2 " |
| local cosp_controls2 = "i.v2 house_* " |
| local cosp_controls3 = "i.v2 house_* democrat rookie tenure_run age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate " |
| local cosp_controls4 = "i.v2 house_* region_NE region_MW region_WE pct_b pct_u pct_f pct_a lninc lnpden " |
| local cosp_controls5 = "i.v2 house_* democrat rookie tenure_run age leader ivycoll black occ0 occ1 occ2 occ3 occ4 borninstate region_NE region_MW region_WE pct_b pct_u pct_f pct_a lninc lnpden " |
|
|
| local cosp_if1 = "if tag_cosponsor==1" |
| local cosp_if2 = "if cosponsor_party==100 & tag_cosponsor==1" |
| local cosp_if3 = "if cosponsor_party==200 & tag_cosponsor==1" |
|
|
| foreach depvar of varlist nbills_cosponsored pctbills_cosponsored_opp { |
| forvalues j=1/5 { |
| forvalues k = 1/3 { |
| if `j'==1 { |
| di "reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_if`k'', robust cluster(cosponsor_v1_fix)" |
| reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_if`k'', robust cluster(cosponsor_v1_fix) |
| } |
| else if `j'==2 { |
| di "reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_if`k'', robust cluster(cosponsor_v1_fix)" |
| reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_if`k'', robust cluster(cosponsor_v1_fix) |
| } |
| else if `j'==3 { |
| di "reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_if`k'', robust cluster(cosponsor_v1_fix)" |
| reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_if`k'', robust cluster(cosponsor_v1_fix) |
| } |
| else if `j'==4 { |
| di "reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_if`k'', robust cluster(cosponsor_v1_fix)" |
| reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_if`k'', robust cluster(cosponsor_v1_fix) |
| } |
| else if `j'==5 { |
| di "reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_if`k'', robust cluster(cosponsor_v1_fix)" |
| reg `depvar' cosponsor_female `cosp_controls`j'' `cosp_if`k'', robust cluster(cosponsor_v1_fix) |
| } |
| scalar b_col`j'_row`k' = _b[cosponsor_female] |
| scalar se_col`j'_row`k' = _se[cosponsor_female] |
| scalar n_col`j'_row`k' = e(N) |
| sum tag_congressmen if tag_congressmen==1 & e(sample) |
| scalar ni_col`j'_row`k' = e(N_clust) |
| scalar ob_col`j'_row`k' = . |
|
|
| } |
| } |
|
|
| preserve |
|
|
| |
|
|
| forvalues i = 1/5 { |
| gen var`i' =. |
| } |
| gen str20 var6 = "" |
| |
| forvalues j=1/5 { |
| forvalues k = 1/3 { |
| replace var`j' = b_col`j'_row`k' if _n==6*(`k'-1)+1 |
| replace var`j' = se_col`j'_row`k' if _n==6*(`k'-1)+2 |
| replace var`j' = n_col`j'_row`k' if _n==6*(`k'-1)+3 |
| replace var`j' = ni_col`j'_row`k' if _n==6*(`k'-1)+4 |
| replace var`j' = ob_col`j'_row`k' if _n==6*(`k'-1)+5 |
| } |
| } |
|
|
| keep var1-var6 |
| keep if _n<=18 |
|
|
| order var6 var1-var5 |
|
|
| ren var6 sampletype |
| ren var1 OLS_bas |
| ren var2 OLS_maj |
| ren var3 OLS_ind |
| ren var4 OLS_dis |
| ren var5 OLS_all |
|
|
| foreach var of varlist OLS_bas OLS_maj OLS_ind OLS_dis OLS_all { |
| gen str3 `var'_stars ="*" if abs(`var'/`var'[_n+1])>=1.645 & mod(_n,6)==1 |
| replace `var'_stars ="**" if abs(`var'/`var'[_n+1])>=1.96 & mod(_n,6)==1 |
| replace `var'_stars="***" if abs(`var'/`var'[_n+1])>=2.58 & mod(_n,6)==1 |
| } |
|
|
| replace sampletype = "All" if _n>=1 & _n<=5 |
| replace sampletype = "Democrats" if _n>=7 & _n<=11 |
| replace sampletype = "Republicans" if _n>=13 & _n<=17 |
|
|
| order sampletype OLS_bas* OLS_maj* OLS_ind* OLS_dis* OLS_all* |
| export excel using "$Output/Table3b_`depvar'_OLS.xlsx", firstrow(var) replace |
| restore |
| |
| |
| } |
|
|
|
|
| log close |
|
|
