26/replication_package/doFiles/analysis.do

clear all

// Data management 
if 1 {

	use "data/dataExpB.dta"

	gen fl_high = fl_score_compound == 1

	gen discount_unframed = v_unframed/amount * 100
	gen discount_framed = v_framed/amount_precise * 100
	gen discount_framed_72 = v_framed/amount * 100

	sort id delay
	by id delay: egen min_discount_unframed = min(discount_unframed)
	by id delay: egen max_discount_unframed = max(discount_unframed)

	gen diff = discount_framed - discount_unframed
	gen diff72 = discount_framed - discount_unframed
	gen absDiff = abs(discount_framed - discount_unframed)


	// generate treatment dummies
	gen contNew = fined == 0 // Control
	gen fullNew = fined == 1 // Full

	gen sample = "new"

	append using "data/dataExpA.dta"
	gen sqDiff = abs(discount_framed^2 - discount_unframed^2) / 100

		
	replace sample = "old" if sample == ""
	replace absDiff = abs(discount_framed - discount_unframed)

	replace Full = 0 if sample == "new"
	replace Cont = 0 if sample == "new"
	replace Rule72 = 0 if sample == "new"
	replace Rhetoric = 0 if sample == "new"
	replace fullNew = 0 if sample == "old"
	replace contNew = 0 if sample == "old"

	gen condition = .
	replace condition = 0 if Control  == 1
	replace condition = 1 if contNew  == 1
	replace condition = 2 if Full     == 1
	replace condition = 3 if fullNew  == 1
	replace condition = 4 if Rule72   == 1
	replace condition = 5 if Rhetoric == 1
	la de condition 0 "C old" 1 "C new" 2 "Tr old" 3 "Tr new" 4 "Subst. only" 5 "Rhet. only"
	la val condition condition

	// attrition: 1 subject in Treatment, 1 subject in Control

	su score_compounding  	if Full == 1
	su score_compounding  	if Control == 1



	reg score_compounding  	contNew fullNew if sample == "new" & multi == 0, nocons cl(id)
	reg discount_unframed  	contNew fullNew if sample == "new" & multi == 0, nocons cl(id)
	reg discount_framed  	contNew fullNew if sample == "new" & multi == 0, nocons cl(id)
	reg absDiff  			contNew fullNew if sample == "new" & multi == 0, nocons cl(id)
	reg sqDiff  			contNew fullNew if sample == "new" & multi == 0, nocons cl(id)
	reg diff  				contNew fullNew if sample == "new" & multi == 0, nocons cl(id)

	reg absDiff  			fullNew if sample == "new" & multi == 0, cl(id)
	reg sqDiff  			fullNew if sample == "new" & multi == 0, cl(id)
	reg diff  				fullNew if sample == "new" & multi == 0, cl(id)


	reg discount_framed  	fullNew if sample == "new" & multi == 0, cl(id)
	reg discount_framed  	Full if sample == "old" & multi == 0 & (Full == 1 | Control == 1), cl(id)


	reg absDiff  Full	 	if  multi == 0 & (Full == 1 | fullNew == 1),  cl(id)

	reg absDiff  		  	if  multi == 0 & Full == 1 ,  cl(id)
	reg absDiff  		  	if  multi == 0 & fullNew == 1 ,  cl(id)



	// get individual-specific means 

	bysort id: egen vSimple  = mean(discount_unfr)
	bysort id: egen vComplex = mean(discount_framed)

	gen dRaw = vComplex - vSimple
	gen dAbs = abs(dRaw)
	gen dSq  = dAbs^2	
	
	
	replace id = 10000 + id if sample == "old"
	replace id = 20000 + id if sample == "new"

	cap drop tag 
	egen tag = tag(id)
	
	cap drop r72report
	gen r72report = rule72 == 1
	
	cap drop r72invReport
	gen r72invReport = rule72_inv == 1
	
	
	// keep single-switchers only
	keep if multi == 0	

	
	bysort id: egen meanVsimple36_i = mean(discount_unframed) if delay == 36
	bysort id: egen meanVsimple72_i = mean(discount_unframed) if delay == 72

	bysort id: egen meanVsimple36 = mean(meanVsimple36_i) 
	bysort id: egen meanVsimple72 = mean(meanVsimple72_i) 

	replace meanVsimple36 = meanVsimple36 / 100
	replace meanVsimple72 = meanVsimple72 / 100

	gen delta = meanVsimple72 / meanVsimple36
	gen beta = meanVsimple36^2 / meanVsimple72
	
	gen meanVsimple = 100 * (meanVsimple36 + meanVsimple72)/2
	
	

	bysort id: egen meanVsimple36first_i = mean(discount_unframed) if delay == 36 & treatment <= 5
	bysort id: egen meanVsimple72first_i = mean(discount_unframed) if delay == 72 & treatment <= 5

	bysort id: egen meanVsimple36first = mean(meanVsimple36first_i) 
	bysort id: egen meanVsimple72first = mean(meanVsimple72first_i) 
	
	replace meanVsimple36first = meanVsimple36first / 100
	replace meanVsimple72first = meanVsimple72first / 100

	gen deltaFirst = meanVsimple72first / meanVsimple36first
	gen betaFirst = meanVsimple36first^2 / meanVsimple72first
	

	bysort id: egen meanVsimple36second_i = mean(discount_unframed) if delay == 36 & treatment > 5
	bysort id: egen meanVsimple72second_i = mean(discount_unframed) if delay == 72 & treatment > 5

	bysort id: egen meanVsimple36second = mean(meanVsimple36second_i) 
	bysort id: egen meanVsimple72second = mean(meanVsimple72second_i) 
	
	
	
	replace meanVsimple36second = meanVsimple36second / 100
	replace meanVsimple72second = meanVsimple72second / 100

	gen deltaSecond = meanVsimple72second / meanVsimple36second
	gen betaSecond = meanVsimple36second^2 / meanVsimple72second
	
	
	
	
	
	
	bysort id: egen meanVcomplex36_i = mean(discount_framed) if delay == 36
	bysort id: egen meanVcomplex72_i = mean(discount_framed) if delay == 72

	bysort id: egen meanVcomplex36 = mean(meanVcomplex36_i) 
	bysort id: egen meanVcomplex72 = mean(meanVcomplex72_i) 

	replace meanVcomplex36 = meanVcomplex36 / 100
	replace meanVcomplex72 = meanVcomplex72 / 100

	gen meanVcomplex = 100 * (meanVcomplex36 + meanVcomplex72)/2

	replace income = . if income < 0
	replace income = 1000*income if sample == "old"
		
	save "data/managedData.dta", replace
	
}
	

// Mentioned in main text
if 1 {
	forvalues i = 1 / 5 {
		noisily: tab finlit`i'
	}
}
	
// Graphs
if 1 {

	// CDF
	if 1 {
		local scale = 1.3
		local aspect = 0.8
		
		preserve
			keep if sample == "old"
			replace diff = 100 if diff>100
			replace diff = -100 if diff < -100
			distplot diff if fined <= 1, over(fined) ///
				scheme(s2mono) ///
				legend(order(1 "Control A" 2 "Treatment A") col(1) ring(0) pos(11)) ///
				xtitle("Valuation difference (complex minus simple)") ///
				ytitle("Cumulative probability") xlabel(-100(50)100) ///
				bgcolor(white) graphregion(color(white)) ///	
				scale(*`scale') aspect(`aspect')
			graph export "graphs/cdfExpA.pdf", replace
		restore


		
		preserve
			keep if sample == "new"
			replace diff = -100 if diff < -100
			replace diff = 100  if diff >  100
			distplot diff , over(condition) ///
				scheme(s2mono) ///
				legend(order(1 "Control B" 2 "Treatment B") col(1) ring(0) pos(11)) ///
				xtitle("Valuation difference (complex minus simple)") ///
				ytitle("Cumulative probability") xlabel(-100(50)100) ///
				bgcolor(white) graphregion(color(white)) ///	
				scale(*`scale') aspect(`aspect')
			graph export "graphs/cdfExpB.pdf", replace
		restore
		
		
		
	}
	
	// CDFs with simple frame superimposed
	if 1 {
		
		bysort id delay: egen vSimple12_i = mean(discount_unframed) if amount == 12
		bysort id delay: egen vSimple14_i = mean(discount_unframed) if amount == 14
		bysort id delay: egen vSimple16_i = mean(discount_unframed) if amount == 16
		bysort id delay: egen vSimple18_i = mean(discount_unframed) if amount == 18
		bysort id delay: egen vSimple20_i = mean(discount_unframed) if amount == 20

		bysort id delay: egen vSimple12 = mean(vSimple12_i) 
		bysort id delay: egen vSimple14 = mean(vSimple14_i) 
		bysort id delay: egen vSimple16 = mean(vSimple16_i) 
		bysort id delay: egen vSimple18 = mean(vSimple18_i) 
		bysort id delay: egen vSimple20 = mean(vSimple20_i) 

		gen simpleDiff = . 
		replace simpleDiff = discount_unframed - vSimple14 if amount == 12
		replace simpleDiff = discount_unframed - vSimple16 if amount == 18
		replace simpleDiff = discount_unframed - vSimple12 if amount == 14
		replace simpleDiff = discount_unframed - vSimple18 if amount == 16

		local scale = 1.1
		local aspect = 0.8
		preserve
			keep if sample == "new"
			keep if fined == 0 
			stack diff simpleDiff, into(depVar) clear
			keep if depVar ~= . 
			save "data/temp.dta", replace
		restore
		
		preserve
			keep if sample == "new"
			keep if fined == 1 
			stack diff simpleDiff, into(depVar) clear
			replace _stack = 5 if _stack == 1
			append using "data/temp.dta"
			replace _stack = 3 if _stack == 2
			replace _stack = 2 if _stack == 5
			keep if depVar ~= .
			replace depVar = 100 if depVar>100
			replace depVar = -100 if depVar < -100
			distplot depVar, over(_stack) ///
				scheme(s2mono) ///
				legend(order(1 "Control B" 2 "Treatment B" 3 "Simple frame B") col(1) ring(0) pos(11)) ///
				xtitle(" ") ///
				ytitle(" ") xlabel(-100(50)100) ///
				bgcolor(white) graphregion(color(white)) ///	
				scale(*`scale') aspect(`aspect')
			graph export "graphs/cdfBWithSimple.pdf", replace
		restore
		
		
		
		local scale = 1.1
		local aspect = 0.8
		preserve
			keep if sample == "old"
			keep if fined == 0 
			stack diff simpleDiff, into(depVar) clear
			keep if depVar ~= . 
			save "data/temp.dta", replace
		restore
		
		preserve
			keep if sample == "old"
			keep if fined == 1 
			stack diff simpleDiff, into(depVar) clear
			replace _stack = 5 if _stack == 1
			append using "data/temp.dta"
			replace _stack = 3 if _stack == 2
			replace _stack = 2 if _stack == 5
			keep if depVar ~= .
			replace depVar = 100 if depVar>100
			replace depVar = -100 if depVar < -100
			distplot depVar, over(_stack) ///
				scheme(s2mono) ///
				legend(order(1 "Control A" 2 "Treatment A" 3 "Simple frame A") col(1) ring(0) pos(11)) ///
				xtitle(" ") ///
				ytitle(" ") xlabel(-100(50)100) ///
				bgcolor(white) graphregion(color(white)) ///	
				scale(*`scale') aspect(`aspect')
			graph export "graphs/cdfAWithSimple.pdf", replace
		restore
	}
	
	// Bar graphs
	if 1 {
		
		preserve
		
			local var = "score_compounding"
			local scale = 1.3
			local aspect = 0.8
			local lwidth = 0.2
			
			keep if Full == 1 | Control == 1 | fullNew == 1 | contNew == 1
		
			gen tr = .
			replace tr = 1 if Control == 1
			replace tr = 2 if Full == 1
			replace tr = 3 if contNew == 1
			replace tr = 4 if fullNew == 1
			
			
			xi, noomit: reg `var' i.tr, nocons cl(id)
				local s1 = _se[_Itr_1]
				local s2 = _se[_Itr_2]
				local s3 = _se[_Itr_3]
				local s4 = _se[_Itr_4]
		
			collapse `var', by(tr)
			
			gen top = . 
			replace top = `var' + `s1'*1.96 if tr == 1
			replace top = `var' + `s2'*1.96 if tr == 2
			replace top = `var' + `s3'*1.96 if tr == 3
			replace top = `var' + `s4'*1.96 if tr == 4
			
			gen bottom = . 
			replace bottom = `var' - `s1'*1.96 if tr == 1
			replace bottom = `var' - `s2'*1.96 if tr == 2
			replace bottom = `var' - `s3'*1.96 if tr == 3
			replace bottom = `var' - `s4'*1.96 if tr == 4
			
			replace tr = tr + 0.5 if tr > 2

			tw 	(bar `var' tr						///
					, barwidth(0.8) color(gs13) lwidth(`lwidth') lcolor(black)) ///
				(bar `var' tr if tr == 2 | tr > 4	///
					, barwidth(0.8) color(gs5) lwidth(`lwidth')  lcolor(black)) ///
				(rcap bottom top tr, lcolor(black) lwidth(`lwidth')) ///
				, ///
				legend(order(1 "Control" 2 "Treatment") col(2) ring(0) pos(12)) ///
				xtitle(" ") ytitle("Correct answers (out of 5)" " ") ///
				ylabel(0(1)5) ///
				xlabel(1.5 "Experiment A" 4 "Experiment B") ///
				bgcolor(white) graphregion(color(white)) ///	
				scale(*`scale') aspect(`aspect') ///
				xscale(range(0.5 5)) 
			graph export "graphs/figure1A.pdf", replace

		restore
		
		
		
		
		
		preserve
			local var = "discount_framed"
			local scale = 1.3
			local aspect = 0.8
			local lwidth = 0.2
			
			keep if Full == 1 | Control == 1 | fullNew == 1 | contNew == 1
		
			gen tr = .
			replace tr = 1 if Control == 1
			replace tr = 2 if Full == 1
			replace tr = 3 if contNew == 1
			replace tr = 4 if fullNew == 1
			
			
			xi, noomit: reg `var' i.tr, nocons cl(id)
				local s1 = _se[_Itr_1]
				local s2 = _se[_Itr_2]
				local s3 = _se[_Itr_3]
				local s4 = _se[_Itr_4]
		
			collapse `var', by(tr)
			
			gen top = . 
			replace top = `var' + `s1'*1.96 if tr == 1
			replace top = `var' + `s2'*1.96 if tr == 2
			replace top = `var' + `s3'*1.96 if tr == 3
			replace top = `var' + `s4'*1.96 if tr == 4
			
			gen bottom = . 
			replace bottom = `var' - `s1'*1.96 if tr == 1
			replace bottom = `var' - `s2'*1.96 if tr == 2
			replace bottom = `var' - `s3'*1.96 if tr == 3
			replace bottom = `var' - `s4'*1.96 if tr == 4
			
			replace tr = tr + 0.5 if tr > 2

			tw 	(bar `var' tr						///
					, barwidth(0.8) color(gs13) lwidth(`lwidth') lcolor(black)) ///
				(bar `var' tr if tr == 2 | tr > 4	///
					, barwidth(0.8) color(gs5) lwidth(`lwidth')  lcolor(black)) ///
				(rcap bottom top tr, lcolor(black) lwidth(`lwidth')) ///
				, ///
				legend(order(1 "Control" 2 "Treatment") col(2) ring(0) pos(12)) ///
				xtitle(" ") ytitle("WTP in cents for $1 in the future," "framed as interest-bearing investment" " ") ///
				ylabel(0(20)100) ///
				xscale(range(0.5 5)) ///
				xlabel(1.5 "Experiment A" 4 "Experiment B") ///
				bgcolor(white) graphregion(color(white)) ///	
				scale(*`scale') aspect(`aspect')
			graph export "graphs/figure1B.pdf", replace
			
			
		restore
	
	
		
	
		
		
		
		

		preserve
		
			local var = "absDiff"
			replace `var' = -`var'
			local scale = 1.3
			local aspect = 0.8
			local lwidth = 0.2
			local lwidth2 = 0.6
			
			keep if Full == 1 | Control == 1 | fullNew == 1 | contNew == 1
		
			gen tr = .
			replace tr = 1 if Control == 1
			replace tr = 2 if Full == 1
			replace tr = 3 if contNew == 1
			replace tr = 4 if fullNew == 1
			
			
			xi, noomit: reg `var' i.tr, nocons cl(id)
				local s1 = _se[_Itr_1]
				local s2 = _se[_Itr_2]
				local s3 = _se[_Itr_3]
				local s4 = _se[_Itr_4]
		
			collapse `var', by(tr)
			
			gen top = . 
			replace top = `var' + `s1'*1.96 if tr == 1
			replace top = `var' + `s2'*1.96 if tr == 2
			replace top = `var' + `s3'*1.96 if tr == 3
			replace top = `var' + `s4'*1.96 if tr == 4
			
			gen bottom = . 
			replace bottom = `var' - `s1'*1.96 if tr == 1
			replace bottom = `var' - `s2'*1.96 if tr == 2
			replace bottom = `var' - `s3'*1.96 if tr == 3
			replace bottom = `var' - `s4'*1.96 if tr == 4
			
			keep if tr <= 2
			
			local top -15
			tw 	(line `var' tr					///
					,  lwidth(`lwidth2') lcolor(black)) ///
				(rcap bottom top tr, lcolor(black) lwidth(`lwidth')) ///
				, ///
				legend(off) ///
				xtitle(" ") ytitle("Negative absolute value" "of valuation difference" " ") ///
				ylabel(-30(5)`top') ///
				xscale(range(0.5 2.5)) ///
				xlabel(1 "Control" 2 "Treatment") ///
				bgcolor(white) graphregion(color(white)) ///	
				scale(*`scale') aspect(`aspect')
			
			graph export "graphs/finCompLinesA.pdf", replace
		restore		
			

			

		preserve
		
			local var = "absDiff"
			replace `var' = -`var'
			local scale = 1.3
			local aspect = 0.8
			local lwidth = 0.2
			local lwidth2 = 0.6
			
			keep if Full == 1 | Control == 1 | fullNew == 1 | contNew == 1
		
			gen tr = .
			replace tr = 1 if Control == 1
			replace tr = 2 if Full == 1
			replace tr = 3 if contNew == 1
			replace tr = 4 if fullNew == 1
			
			
			xi, noomit: reg `var' i.tr, nocons cl(id)
				local s1 = _se[_Itr_1]
				local s2 = _se[_Itr_2]
				local s3 = _se[_Itr_3]
				local s4 = _se[_Itr_4]
		
			collapse `var', by(tr)
			
			gen top = . 
			replace top = `var' + `s1'*1.96 if tr == 1
			replace top = `var' + `s2'*1.96 if tr == 2
			replace top = `var' + `s3'*1.96 if tr == 3
			replace top = `var' + `s4'*1.96 if tr == 4
			
			gen bottom = . 
			replace bottom = `var' - `s1'*1.96 if tr == 1
			replace bottom = `var' - `s2'*1.96 if tr == 2
			replace bottom = `var' - `s3'*1.96 if tr == 3
			replace bottom = `var' - `s4'*1.96 if tr == 4
			
			keep if tr > 2
			replace tr = tr - 2
			
			local top -15
			tw 	(line `var' tr					///
					,  lwidth(`lwidth2') lcolor(black)) ///
				(rcap bottom top tr, lcolor(black) lwidth(`lwidth')) ///
				, ///
				legend(off) ///
				xtitle(" ") ytitle("Negative absolute value" "of valuation difference" " ") ///
				ylabel(-30(5)`top') ///
				xscale(range(0.5 2.5)) ///
				xlabel(1 "Control" 2 "Treatment") ///
				bgcolor(white) graphregion(color(white)) ///	
				scale(*`scale') aspect(`aspect')
			
			graph export "graphs/finCompLinesB.pdf", replace
		restore		
						
	}
	
}

// Tables 
if 1 {
	// Table test scores
	if 1 {
		preserve
		
		replace Full = fullNew if sample == "new"

		reg score_compounding Full if tag == 1 & (Full == 1 | Control == 1) & sample == "old", cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/testScores.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) replace
			 
		reg score_compounding Full if tag == 1 & (fullNew == 1 | contNew == 1) & sample == "new", cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/testScores.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) 
			 

		reg score_indexing Full if tag == 1 & (Full == 1 | Control == 1) & sample == "old", cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/testScores.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) 
			 
		reg score_indexing Full if tag == 1 & (fullNew == 1 | contNew == 1) & sample == "new", cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/testScores.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) 
		restore
	}	

	// Table individual test questions 
	if 1 {

		// Experiment A	 
			 
		reg t1 Full Rule72 Rhetoric if  sample == "old" & tag == 1, cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/indivTestQuestionsA.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) replace	
			 

		reg t2 Full Rule72 Rhetoric if  sample == "old" & tag == 1, cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/indivTestQuestionsA.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 	

		reg t3 Full Rule72 Rhetoric if  sample == "old" & tag == 1, cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/indivTestQuestionsA.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 	

		reg t4 Full Rule72 Rhetoric if  sample == "old" & tag == 1, cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/indivTestQuestionsA.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 	
							 

		reg t5 Full Rule72 Rhetoric if  sample == "old" & tag == 1, cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/indivTestQuestionsA.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 			 

			 
		// Experiment B

		preserve
		
			replace Full = fullNew if sample == "new"
				
			reg t1 Full if  sample == "new" , cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/indivTestQuestionsB.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) adec(3) replace	
				 

			reg t2 Full if  sample == "new" , cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/indivTestQuestionsB.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 	

			reg t3 Full if  sample == "new" , cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/indivTestQuestionsB.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 	

			reg t4 Full if  sample == "new" , cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/indivTestQuestionsB.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 	
								 

			reg t5 Full if  sample == "new" , cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/indivTestQuestionsB.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 			 

		restore
		

	}

	// Table self-reports
	if 1 {

	preserve

		replace Full = fullNew if sample == "new"

		reg calculate Full if tag == 1 & (Full == 1 | Control == 1) & sample == "old", cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/selfReports.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) replace

		reg calculate Full if sample == "new" & tag == 1 & sample == "new", cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/selfReports.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) 
				 
		reg r72report Full if tag == 1 & (Full == 1 | Control == 1) & sample == "old", cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/selfReports.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) 

		reg r72report Full if sample == "new" & tag == 1 & sample == "new", cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/selfReports.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) 

		reg r72invReport Full if tag == 1 & (Full == 1 | Control == 1) & sample == "old", cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/selfReports.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) 

		reg r72invReport Full if sample == "new" & tag == 1 & sample == "new", cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/selfReports.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) 

		reg help_test Full if tag == 1 & (Full == 1 | Control == 1) & sample == "old", cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/selfReports.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) 

		reg help_test Full if sample == "new" & tag == 1 & sample == "new", cl(id)
			local subj = e(N_clust)
			lincom _b[_cons] + _b[Full]
			local levelFull = r(estimate)
			local seFull = r(se)
			outreg2 using "tables/selfReports.tex", ///
				 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
				 tex(frag) ///
				 dec(3) 
		restore
	}		

	// Table directional behavioral effects 
	if 1 {

		preserve
		replace Full = fullNew if sample == "new"
		

		reg discount_framed Full if (Full == 1 | Control == 1) & sample == "old" , cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/directionalBehaviorV2.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) replace	
			 

		reg discount_framed Full if  (fullNew == 1 | contNew == 1) & sample == "new" , cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/directionalBehaviorV2.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 		 

		reg discount_framed Full if (Full == 1 | Control == 1) & sample == "old" & delay == 72, cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/directionalBehaviorV2.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 

			 
		reg discount_framed Full if  (fullNew == 1 | contNew == 1) & sample == "new" & delay == 72, cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/directionalBehaviorV2.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 
			 

		reg discount_framed Full if (Full == 1 | Control == 1) & sample == "old" & delay == 36, cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/directionalBehaviorV2.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 		 
			 
		reg discount_framed Full if  (fullNew == 1 | contNew == 1) & sample == "new" & delay == 36, cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/directionalBehaviorV2.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 
			 
			 
		restore
			 
	}	

	// Table Financial Competence
	if 1 {

		preserve 
			replace Full = fullNew if sample == "new"

			cap gen negAbsDiff = -absDiff
			
			replace Control = 1 if contNew == 1

			reg negAbsDiff Control Full Rule72 Rhetoric  if sample == "old", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finComp.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) replace
				 
			reg negAbsDiff Control Full if sample == "new", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			noisily: di "Relative improvement:"
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finComp.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 


			reg negAbsDiff Control Full Rule72 Rhetoric  if sample == "old" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finComp.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg negAbsDiff Control Full if sample == "new" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finComp.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 

			reg negAbsDiff Control Full Rule72 Rhetoric  if sample == "old" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finComp.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg negAbsDiff Control Full if sample == "new" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finComp.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 

		restore
		
	}	

	// Table Financial Competence SQUARE measure
	if 1 {

		preserve 
			replace Full = fullNew if sample == "new"

			cap gen negSqDiff = -sqDiff
			
			replace Control = 1 if contNew == 1

			reg negSqDiff Control Full Rule72 Rhetoric  if sample == "old", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finCompSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) replace
				 
			reg negSqDiff Control Full if sample == "new", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			noisily: di "Relative improvement:"
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finCompSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 


			reg negSqDiff Control Full Rule72 Rhetoric  if sample == "old" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finCompSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg negSqDiff Control Full if sample == "new" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finCompSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 

			reg negSqDiff Control Full Rule72 Rhetoric  if sample == "old" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finCompSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg negSqDiff Control Full if sample == "new" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finCompSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 

		restore
		
	}	

	// Table Financial Competence Correction for change in simply framed choices 
	if 1 {

		cap drop correctionFactor
		bysort id delay: egen correctionFactor = mean(discount_unframed)
		replace correctionFactor = 1 / correctionFactor
			
		cap drop finCompAvg
		cap drop finCompCorr
		gen finCompCorr = -correctionFactor * absDiff * 100
		
		preserve 
			replace Full = fullNew if sample == "new"
			replace Control = 1 if contNew == 1

			cap gen negAbsDiff = -absDiff

			reg finCompCorr Control Full Rule72 Rhetoric  if sample == "old", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finCompCorr.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) replace
				 
			reg finCompCorr Control Full if sample == "new", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			noisily: di "Relative improvement:"
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finCompCorr.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 


			reg finCompCorr Control Full Rule72 Rhetoric  if sample == "old" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finCompCorr.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg finCompCorr Control Full if sample == "new" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finCompCorr.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 

			reg finCompCorr Control Full Rule72 Rhetoric  if sample == "old" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finCompCorr.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg finCompCorr Control Full if sample == "new" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finCompCorr.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 

		restore
	}	

	// Table Financial Competence Correction for change in simply framed choices ALT APPROX
	if 1 {

		// rho is the amount by which the simply framed valuation changes as we scale up the consequences
		// Regress the (unnormalized) simply framed valuation on the amount, define rho as the slope factor
		
		cap drop rhoAgg
		gen rhoAgg = . 
		reg v_unframed amount 		if sample == "new" & Control == 0 & delay == 36
		replace rhoAgg = _b[amount] if sample == "new" & Control == 0 & delay == 36
		reg v_unframed amount 		if sample == "new" & contNew == 1 & delay == 36
		replace rhoAgg = _b[amount] if sample == "new" & contNew == 1 & delay == 36
		reg v_unframed amount 		if sample == "old" & Control == 0 & delay == 36
		replace rhoAgg = _b[amount] if sample == "old" & Control == 0 & delay == 36
		reg v_unframed amount 		if sample == "old" & Control == 1 & delay == 36
		replace rhoAgg = _b[amount] if sample == "old" & Control == 1 & delay == 36
		reg v_unframed amount 		if sample == "new" & Control == 0 & delay == 72
		replace rhoAgg = _b[amount] if sample == "new" & Control == 0 & delay == 72
		reg v_unframed amount 		if sample == "new" & contNew == 1 & delay == 72
		replace rhoAgg = _b[amount] if sample == "new" & contNew == 1 & delay == 72
		reg v_unframed amount 		if sample == "old" & Control == 0 & delay == 72
		replace rhoAgg = _b[amount] if sample == "old" & Control == 0 & delay == 72
		reg v_unframed amount 		if sample == "old" & Control == 1 & delay == 72
		replace rhoAgg = _b[amount] if sample == "old" & Control == 1 & delay == 72
		
		
		cap drop id2
		egen id2 = group(id)

		cap drop rho
		gen rho = .
		forvalues i = 1 / 803 {
			reg v_unframed amount if id2 == `i'
			replace rho = _b[amount] if id2 == `i'
		}
		
		
		cap drop correctionFactor
		gen correctionFactor = 1 / rho
			
		cap drop finCompAvg
		cap drop finCompCorrAltApprox
		gen finCompCorrAltApprox = -correctionFactor * absDiff
		
		preserve 
			replace Full = fullNew if sample == "new"

			replace Control = 1 if contNew == 1

			reg finCompCorrAltApprox Control Full Rule72 Rhetoric  if sample == "old", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finCompCorrAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) replace
				 
			reg finCompCorrAltApprox Control Full if sample == "new", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			noisily: di "Relative improvement:"
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finCompCorrAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 


			reg finCompCorrAltApprox Control Full Rule72 Rhetoric  if sample == "old" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finCompCorrAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg finCompCorrAltApprox Control Full if sample == "new" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finCompCorrAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 

			reg finCompCorrAltApprox Control Full Rule72 Rhetoric  if sample == "old" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finCompCorrAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg finCompCorrAltApprox Control Full if sample == "new" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finCompCorrAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 

		restore
	}	

	// Table Financial Competence Correction for change in simply framed choices SQUARE measure
	if 1 {

		cap drop correctionFactorSq
		bysort id delay: egen correctionFactorSq = mean(discount_unframed)
		replace correctionFactorSq = correctionFactorSq / 100
		replace correctionFactorSq = 1 / correctionFactorSq^2
			
		cap drop finCompAvg
		cap drop finCompCorrSq
		gen finCompCorrSq = -correctionFactorSq * sqDiff
		
		preserve 
			replace Full = fullNew if sample == "new"
			replace Control = 1 if contNew == 1


			reg finCompCorrSq Control Full Rule72 Rhetoric  if sample == "old", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finCompCorrSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) replace
				 
			reg finCompCorrSq Control Full if sample == "new", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			noisily: di "Relative improvement:"
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finCompCorrSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 


			reg finCompCorrSq Control Full Rule72 Rhetoric  if sample == "old" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finCompCorrSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg finCompCorrSq Control Full if sample == "new" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finCompCorrSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 

			reg finCompCorrSq Control Full Rule72 Rhetoric  if sample == "old" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finCompCorrSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg finCompCorrSq Control Full if sample == "new" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finCompCorrSq.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 

		restore
	}	

	// Table Financial Competence Correction for change in simply framed choices SQUARE measure, ALT APPROX
	if 1 {

		// rho is the amount by which the simply framed valuation changes as we scale up the consequences
		// Regress the (unnormalized) simply framed valuation on the amount, define rho as the slope factor
		
		cap drop rhoAgg
		gen rhoAgg = . 
		reg v_unframed amount 		if sample == "new" & Control == 0 & delay == 36
		replace rhoAgg = _b[amount] if sample == "new" & Control == 0 & delay == 36
		reg v_unframed amount 		if sample == "new" & contNew == 1 & delay == 36
		replace rhoAgg = _b[amount] if sample == "new" & contNew == 1 & delay == 36
		reg v_unframed amount 		if sample == "old" & Control == 0 & delay == 36
		replace rhoAgg = _b[amount] if sample == "old" & Control == 0 & delay == 36
		reg v_unframed amount 		if sample == "old" & Control == 1 & delay == 36
		replace rhoAgg = _b[amount] if sample == "old" & Control == 1 & delay == 36
		reg v_unframed amount 		if sample == "new" & Control == 0 & delay == 72
		replace rhoAgg = _b[amount] if sample == "new" & Control == 0 & delay == 72
		reg v_unframed amount 		if sample == "new" & contNew == 1 & delay == 72
		replace rhoAgg = _b[amount] if sample == "new" & contNew == 1 & delay == 72
		reg v_unframed amount 		if sample == "old" & Control == 0 & delay == 72
		replace rhoAgg = _b[amount] if sample == "old" & Control == 0 & delay == 72
		reg v_unframed amount 		if sample == "old" & Control == 1 & delay == 72
		replace rhoAgg = _b[amount] if sample == "old" & Control == 1 & delay == 72
		
		
		cap drop id2
		egen id2 = group(id)

		cap drop rho
		gen rho = .
		forvalues i = 1 / 803 {
			reg v_unframed amount if id2 == `i'
			replace rho = _b[amount] if id2 == `i'
		}
		
		
		cap drop correctionFactor
		gen correctionFactor = 1 / rhoAgg^2
			
		cap drop finCompAvg
		cap drop finCompCorrAltApprox
		gen finCompCorrAltApprox = -correctionFactor * sqDiff
		
		preserve 
			replace Full = fullNew if sample == "new"

			replace Control = 1 if contNew == 1

			reg finCompCorrAltApprox Control Full Rule72 Rhetoric  if sample == "old", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finCompCorrSqAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) replace
				 
			reg finCompCorrAltApprox Control Full if sample == "new", nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			noisily: di "Relative improvement:"
			noisily: nlcom 1 - _b[Full]/_b[Control]
			outreg2 using "tables/finCompCorrSqAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 


			reg finCompCorrAltApprox Control Full Rule72 Rhetoric  if sample == "old" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finCompCorrSqAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg finCompCorrAltApprox Control Full if sample == "new" & delay == 72, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finCompCorrSqAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 

			reg finCompCorrAltApprox Control Full Rule72 Rhetoric  if sample == "old" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			test Rule72 	== Control
			local pRule72 = r(p)
			test Rhetoric 	== Control
			local pRhetoric = r(p)
			outreg2 using "tables/finCompCorrSqAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
				 tex(frag) ///
				 dec(3) adec(3) 
				 
			reg finCompCorrAltApprox Control Full if sample == "new" & delay == 36, nocons cl(id)
			local subj = e(N_clust)
			test Full 		== Control
			local pFull = r(p)
			outreg2 using "tables/finCompCorrSqAltApprox.tex", ///
				 addstat("subj", `subj', "pFull", `pFull') ///
				 tex(frag) ///
				 dec(3) adec(3) 

		restore
	}	

	// Table Simple frame	 
	if 1 {	
		preserve 
		replace Full = fullNew if sample == "new"

		cap gen negAbsDiff = -absDiff

		reg discount_unframed Full if (Full == 1 | Control == 1) & delay == 72 & sample == "old", cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/simpleFrame.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) replace

		reg discount_unframed Full if  (Full == 1 | contNew == 1) & delay == 72 & sample == "new", cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/simpleFrame.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 

		reg discount_unframed Full if (Full == 1 | Control == 1) & delay == 36 & sample == "old", cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/simpleFrame.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 
							 
		reg discount_unframed Full if  (Full == 1 | contNew == 1) & delay == 36 & sample == "new", cl(id)
		local subj = e(N_clust)
		lincom _b[_cons] + _b[Full]
		local levelFull = r(estimate)
		local seFull = r(se)
		outreg2 using "tables/simpleFrame.tex", ///
			 addstat("subj", `subj', "levelFull",`levelFull', "seFull", `seFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 
			 
			 
			  
		restore
				
		
	}	

	// Table Analysis by Quartiles
	if 1 {


		preserve 
		
			gen qSimple1 = .	
			gen qSimple2 = .	
			gen qSimple3 = .	
			gen qSimple4 = .	
		
			foreach tr in Full fullN Control contN {
				su meanVsimple if `tr' == 1, d
				
				replace qSimple1 = meanVsimple < r(p25)							if `tr' == 1
				replace qSimple2 = meanVsimple < r(p50) & meanVsimple >= r(p25)	if `tr' == 1
				replace qSimple3 = meanVsimple < r(p75) & meanVsimple >= r(p50)	if `tr' == 1
				replace qSimple4 = meanVsimple >= r(p75)						if `tr' == 1

			}
		
			replace Full = fullNew if sample == "new"
			
			cap gen Full1 = qSimple1 * Full
			cap gen Full2 = qSimple2 * Full
			cap gen Full3 = qSimple3 * Full
			cap gen Full4 = qSimple4 * Full
			
			cap gen negAbsDiff = -absDiff
			
			reg negAbsDiff Full1 Full2 Full3 Full4 qSimple1 qSimple2 qSimple3 qSimple4 if sample == "old", nocons cl(id)
				local subj = e(N_clust)
				lincom qSimple1 + Full1
					local levelFull1    = r(estimate)
					local levelFull1se  = r(se)
				lincom qSimple2 + Full2
					local levelFull2    = r(estimate)
					local levelFull2se  = r(se)
				lincom qSimple3 + Full3
					local levelFull3    = r(estimate)
					local levelFull3se  = r(se)
				lincom qSimple4 + Full4
					local levelFull4    = r(estimate)
					local levelFull4se  = r(se)
			outreg2 using "tables/finCompAggregation.tex", ///
				 addstat(	"subj", `subj', ///
							"levelFull1",   `levelFull1', ///
							"levelFull1se", `levelFull1se', ///
							"levelFull2",   `levelFull2', ///
							"levelFull2se", `levelFull2se', ///
							"levelFull3",   `levelFull3', ///
							"levelFull3se", `levelFull3se', ///
							"levelFull4",   `levelFull4', ///
							"levelFull4se", `levelFull4se' ) ///
				 tex(frag) ///
				 dec(3) adec(3) replace
					

					
			reg negAbsDiff Full1 Full2 Full3 Full4 qSimple1 qSimple2 qSimple3 qSimple4 if sample == "new", nocons cl(id)
				local subj = e(N_clust)
				lincom qSimple1 + Full1
					local levelFull1    = r(estimate)
					local levelFull1se  = r(se)
				lincom qSimple2 + Full2
					local levelFull2    = r(estimate)
					local levelFull2se  = r(se)
				lincom qSimple3 + Full3
					local levelFull3    = r(estimate)
					local levelFull3se  = r(se)
				lincom qSimple4 + Full4
					local levelFull4    = r(estimate)
					local levelFull4se  = r(se)
			outreg2 using "tables/finCompAggregation.tex", ///
				 addstat(	"subj", `subj', ///
							"levelFull1",   `levelFull1', ///
							"levelFull1se", `levelFull1se', ///
							"levelFull2",   `levelFull2', ///
							"levelFull2se", `levelFull2se', ///
							"levelFull3",   `levelFull3', ///
							"levelFull3se", `levelFull3se', ///
							"levelFull4",   `levelFull4', ///
							"levelFull4se", `levelFull4se' ) ///
				 tex(frag) ///
				 dec(3) adec(3) 		
			
				
		
		restore
	}	

	// Table Analysis by Quartiles SQUARE measure
	if 1 {


		preserve 
		
			gen qSimple1 = .	
			gen qSimple2 = .	
			gen qSimple3 = .	
			gen qSimple4 = .	
		
			foreach tr in Full fullN Control contN {
				su meanVsimple if `tr' == 1, d
				
				replace qSimple1 = meanVsimple < r(p25)							if `tr' == 1
				replace qSimple2 = meanVsimple < r(p50) & meanVsimple >= r(p25)	if `tr' == 1
				replace qSimple3 = meanVsimple < r(p75) & meanVsimple >= r(p50)	if `tr' == 1
				replace qSimple4 = meanVsimple >= r(p75)						if `tr' == 1

			}
		
			replace Full = fullNew if sample == "new"
			
			cap gen Full1 = qSimple1 * Full
			cap gen Full2 = qSimple2 * Full
			cap gen Full3 = qSimple3 * Full
			cap gen Full4 = qSimple4 * Full
			
			cap gen negSqDiff = -sqDiff
			
			reg negSqDiff Full1 Full2 Full3 Full4 qSimple1 qSimple2 qSimple3 qSimple4 if sample == "old", nocons cl(id)
				local subj = e(N_clust)
				lincom qSimple1 + Full1
					local levelFull1    = r(estimate)
					local levelFull1se  = r(se)
				lincom qSimple2 + Full2
					local levelFull2    = r(estimate)
					local levelFull2se  = r(se)
				lincom qSimple3 + Full3
					local levelFull3    = r(estimate)
					local levelFull3se  = r(se)
				lincom qSimple4 + Full4
					local levelFull4    = r(estimate)
					local levelFull4se  = r(se)
			outreg2 using "tables/finCompAggregationSq.tex", ///
				 addstat(	"subj", `subj', ///
							"levelFull1",   `levelFull1', ///
							"levelFull1se", `levelFull1se', ///
							"levelFull2",   `levelFull2', ///
							"levelFull2se", `levelFull2se', ///
							"levelFull3",   `levelFull3', ///
							"levelFull3se", `levelFull3se', ///
							"levelFull4",   `levelFull4', ///
							"levelFull4se", `levelFull4se' ) ///
				 tex(frag) ///
				 dec(3) adec(3) replace
					

					
			reg negSqDiff Full1 Full2 Full3 Full4 qSimple1 qSimple2 qSimple3 qSimple4 if sample == "new", nocons cl(id)
				local subj = e(N_clust)
				lincom qSimple1 + Full1
					local levelFull1    = r(estimate)
					local levelFull1se  = r(se)
				lincom qSimple2 + Full2
					local levelFull2    = r(estimate)
					local levelFull2se  = r(se)
				lincom qSimple3 + Full3
					local levelFull3    = r(estimate)
					local levelFull3se  = r(se)
				lincom qSimple4 + Full4
					local levelFull4    = r(estimate)
					local levelFull4se  = r(se)
			outreg2 using "tables/finCompAggregationSq.tex", ///
				 addstat(	"subj", `subj', ///
							"levelFull1",   `levelFull1', ///
							"levelFull1se", `levelFull1se', ///
							"levelFull2",   `levelFull2', ///
							"levelFull2se", `levelFull2se', ///
							"levelFull3",   `levelFull3', ///
							"levelFull3se", `levelFull3se', ///
							"levelFull4",   `levelFull4', ///
							"levelFull4se", `levelFull4se' ) ///
				 tex(frag) ///
				 dec(3) adec(3) 		
			
				
		
		restore
	}	
		
	// Table mechanisms 
	if 1 {

		cap gen negAbsDiff = -absDiff

		reg score_compounding Rule72 Rhetoric Full Control if tag == 1 & sample == "old", nocons cl(id)
		local subj = e(N_clust)
		test Full 		== Control
		local pFull = r(p)
		test Rule72 	== Control
		local pRule72 = r(p)
		test Rhetoric 	== Control
		local pRhetoric = r(p)
		outreg2 using "tables/mechanisms1.tex", ///
			 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
			 tex(frag) ///
			 dec(3) adec(3) replace
			 
		reg score_indexing Rule72 Rhetoric Full Control if tag == 1 & sample == "old", nocons cl(id)
		local subj = e(N_clust)
		test Full 		== Control
		local pFull = r(p)
		test Rule72 	== Control
		local pRule72 = r(p)
		test Rhetoric 	== Control
		local pRhetoric = r(p)
		outreg2 using "tables/mechanisms1.tex", ///
			 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
			 tex(frag) ///
			 dec(3) adec(3) 
			 
		reg discount_framed Rule72 Rhetoric Full Control if sample == "old", nocons cl(id)
		local subj = e(N_clust)
		test Full 		== Control
		local pFull = r(p)
		test Rule72 	== Control
		local pRule72 = r(p)
		test Rhetoric 	== Control
		local pRhetoric = r(p)
		outreg2 using "tables/mechanisms1.tex", ///
			 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
			 tex(frag) ///
			 dec(3) adec(3) 
			 
			 
		reg discount_unframed Rule72 Rhetoric Full Control if sample == "old", nocons cl(id)
		local subj = e(N_clust)
		test Full 		== Control
		local pFull = r(p)
		test Rule72 	== Control
		local pRule72 = r(p)
		test Rhetoric 	== Control
		local pRhetoric = r(p)
		outreg2 using "tables/mechanisms1.tex", ///
			 addstat("subj", `subj', "pFull", `pFull', "pRule72", `pRule72', "pRhetoric", `pRhetoric') ///
			 tex(frag) ///
			 dec(3) adec(3) 
			 
			 

	}	
		
	// Table demographics	
	if 1 {

		gen flAll3 = fl1 * fl2 * fl3
		gen flAll5 = flAll3 * fl4 * fl5
		
		postfile demo str16 var float Control Full Rule72 Rhetoric fullNew contNew pOld pNew using "data/demographics.dta", replace

		local varlist = "fl1 fl2 fl3 fl4 fl5 flAll3 flAll5 gender age income  afram asian caucasian hispanic other lessThanHighSchool highSchool voc someCollege college graduate fullTime partTime married widowed divorced never_married rural urbanSuburban hh1 hh2 hh3 hh4 ownStocks"
		foreach var in `varlist' {
		
		
			if ("`var'" == "age" | "`var'" == "income" ) {
				qreg `var' fullNew 				if tag == 1 & sample == "new"
					cap test fullNew == 0
					local pNew = r(p)
					local fullNew = _b[fullNew] + _b[_cons]
					local contNew = _b[_cons]
				qreg `var' Full Rule72 Rhetoric  if tag == 1 & sample == "old"
					cap test Full == Rule72 == Rhetoric == 0
					local pOld = r(p)
					local Full = _b[_cons] + _b[Full]
					local Rule72 = _b[_cons] + _b[Rule72]
					local Rhetoric = _b[_cons] + _b[Rhetoric]
				post demo ("`var'") (_b[_cons]) (`Full') (`Rule72') (`Rhetoric')  (`fullNew') (`contNew') (`pOld') (`pNew') 
			}
			else {
				reg `var' fullNew contNew				if tag == 1 & sample == "new", nocons
					cap test fullNew == contNew
					local pNew = r(p)
					local fullNew = _b[fullNew]
					local contNew = _b[contNew]
				reg `var' Control Full Rule72 Rhetoric  if tag == 1 & sample == "old", nocons
					cap test Control == Full == Rule72 == Rhetoric
					local pOld = r(p)
				post demo ("`var'") (_b[Control]) (_b[Full]) (_b[Rule72]) (_b[Rhetoric]) (`fullNew') (`contNew') (`pOld') (`pNew') 
			}
			
		}
		
		count if Control == 1 & tag == 1
		local nCont = r(N)
		count if Full == 1 & tag == 1
		local nFull = r(N)
		count if Rule72 == 1 & tag == 1
		local nRule72 = r(N)
		count if Rhetoric == 1 & tag == 1
		local nRhetoric = r(N)
		count if fullNew == 1 & tag == 1
		local nfullNew = r(N)
		count if contNew == 1 & tag == 1
		local ncontNew = r(N)

		post demo ("N") (`nCont') (`nFull') (`nRule72') (`nRhetoric') (`nfullNew') (`ncontNew')  (.) (.) 
		
		
		postclose demo

		preserve 
			clear
			use "data/demographics.dta"
			format %9.2f Full Control Rule72 Rhetoric fullNew contNew pOld pNew
			order var Full Control Rule72 Rhetoric pOld fullNew contNew  pNew
			outsheet using "tables/demographicsNew.tex", delimiter("&") nonames replace
		restore

	}
			
	// Table demographic controls
	if 1 {

		cap gen negAbsDiff = -absDiff
		local controls = "fl1 fl2 fl3 fl4 fl5 gender age income  afram asian caucasian hispanic other lessThanHighSchool highSchool voc someCollege college graduate fullTime partTime married widowed divorced never_married rural urbanSuburban hh1 hh2 hh3 hh4 ownStocks"
		local treatments = "fullN Full Control Rule72 Rhetoric"
		
		reg score_compounding `treatments' `controls' if tag == 1, nocons cl(id)
		local subj = e(N_clust)
		test Full 		== Control
		local pFull = r(p)
		outreg2 using "tables/demoControl.tex", ///
			 keep(`treatments') ///
			 addstat("subj", `subj', "pFull", `pFull') ///
			 tex(frag) ///
			 dec(3) adec(3) replace
			 
		reg score_indexing `treatments' `controls' if tag == 1, nocons cl(id)
		local subj = e(N_clust)
		test Full 		== Control
		local pFull = r(p)
		outreg2 using "tables/demoControl.tex", ///
			 keep(`treatments') ///
			 addstat("subj", `subj', "pFull", `pFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 
			 
		reg discount_framed `treatments' `controls' , nocons cl(id)
		local subj = e(N_clust)
		test Full 		== Control
		local pFull = r(p)
		outreg2 using "tables/demoControl.tex", ///
			 keep(`treatments') ///
			 addstat("subj", `subj', "pFull", `pFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 
			 
			 
		reg discount_unframed `treatments' `controls' , nocons cl(id)
		local subj = e(N_clust)
		test Full 		== Control
		local pFull = r(p)
		outreg2 using "tables/demoControl.tex", ///
			 keep(`treatments') ///
			 addstat("subj", `subj', "pFull", `pFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 
		
		reg negAbsDiff `treatments' `controls' , nocons cl(id)	
		local subj = e(N_clust)
		test Full 		== Control
		local pFull = r(p)
		outreg2 using "tables/demoControl.tex", ///
			 keep(`treatments') ///
			 addstat("subj", `subj', "pFull", `pFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 
			 

			cap drop correctionFactor
			bysort id delay: egen correctionFactor = mean(discount_unframed)
			replace correctionFactor = 1 / correctionFactor
				
			cap drop finCompAvg
			cap drop finCompCorr
			gen finCompCorr = -correctionFactor * absDiff * 100
		
		reg finCompCorr `treatments' `controls' , nocons cl(id)	
		local subj = e(N_clust)
		test Full 		== Control
		local pFull = r(p)
		outreg2 using "tables/demoControl.tex", ///
			 keep(`treatments') ///
			 addstat("subj", `subj', "pFull", `pFull') ///
			 tex(frag) ///
			 dec(3) adec(3) 
						 
			 
			 
	}	
		
}