|
|
clear all |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
insheet using "data/raw/expAbatch1.csv", names |
|
|
gen id = _n |
|
|
drop if id == 1 |
|
|
replace id = id - 1 + 1000 |
|
|
destring, replace |
|
|
rename treatment fined |
|
|
save "data/raw_1.dta", replace |
|
|
clear |
|
|
|
|
|
|
|
|
insheet using "data/raw/expAbatch2.csv", names |
|
|
gen id = _n |
|
|
drop if id == 1 |
|
|
replace id = id - 1 + 2000 |
|
|
drop excluded |
|
|
destring, replace |
|
|
rename treatment fined |
|
|
save "data/raw_2.dta", replace |
|
|
|
|
|
|
|
|
clear |
|
|
insheet using "data/raw/expAbatch3.csv", names |
|
|
gen id = _n |
|
|
drop if id == 1 |
|
|
replace id = id - 1 + 3000 |
|
|
destring, replace |
|
|
drop excluded |
|
|
rename treatment fined |
|
|
replace fined = 2 if fined == 1 |
|
|
replace fined = 3 if fined == 0 |
|
|
save "data/raw_3.dta", replace |
|
|
|
|
|
|
|
|
clear |
|
|
insheet using "data/raw/expAbatch4.csv", names |
|
|
gen id = _n |
|
|
drop if id == 1 |
|
|
replace id = id - 1 + 4000 |
|
|
destring, replace |
|
|
drop excluded |
|
|
rename treatment fined |
|
|
save "data/raw_4.dta", replace |
|
|
|
|
|
|
|
|
clear |
|
|
insheet using "data/raw/expAbatch5.csv", names |
|
|
gen id = _n |
|
|
drop if id == 1 |
|
|
replace id = id - 1 + 5000 |
|
|
destring, replace |
|
|
drop excluded |
|
|
rename treatment fined |
|
|
save "data/raw_5.dta", replace |
|
|
|
|
|
|
|
|
|
|
|
clear |
|
|
insheet using "data/raw/expAbatch6.csv", names |
|
|
gen id = _n |
|
|
drop if id == 1 |
|
|
replace id = id - 1 + 6000 |
|
|
destring, replace |
|
|
drop excluded |
|
|
rename treatment fined |
|
|
replace fined = 2 if fined == 1 |
|
|
replace fined = 3 if fined == 0 |
|
|
save "data/raw_6.dta", replace |
|
|
|
|
|
|
|
|
clear |
|
|
insheet using "data/raw/expAbatch7.csv", names |
|
|
gen id = _n |
|
|
drop if id == 1 |
|
|
replace id = id - 1 + 7000 |
|
|
destring, replace |
|
|
drop excluded |
|
|
rename treatment fined |
|
|
replace fined = 2 if fined == 1 |
|
|
replace fined = 3 if fined == 0 |
|
|
save "data/raw_7.dta", replace |
|
|
clear |
|
|
|
|
|
|
|
|
insheet using "data/raw/expAbatch8.csv", names |
|
|
gen id = _n |
|
|
drop if id == 1 |
|
|
replace id = id - 1 + 8000 |
|
|
destring, replace |
|
|
drop excluded |
|
|
rename treatment fined |
|
|
replace fined = 2 if fined == 1 |
|
|
replace fined = 3 if fined == 0 |
|
|
drop codewt |
|
|
drop codetreat |
|
|
save "data/raw_8.dta", replace |
|
|
|
|
|
|
|
|
clear |
|
|
use "data/raw_1.dta" |
|
|
append using "data/raw_2.dta" |
|
|
append using "data/raw_3.dta" |
|
|
append using "data/raw_4.dta" |
|
|
append using "data/raw_5.dta" |
|
|
append using "data/raw_6.dta" |
|
|
append using "data/raw_7.dta" |
|
|
append using "data/raw_8.dta" |
|
|
|
|
|
rename v6 ip |
|
|
rename v8 startDate |
|
|
rename v9 endDate |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
gen attrited = help_test == . |
|
|
gen attrition_before_video = q120 == . |
|
|
gen started_video = (q124 == 1 | q125 == 1) |
|
|
|
|
|
preserve |
|
|
keep id attrited attrition_before_video started_video fined |
|
|
save "data/attrition.dta", replace |
|
|
restore |
|
|
|
|
|
|
|
|
drop if help_test == . |
|
|
drop attrited attrition_before_video started_video |
|
|
save "data/raw_all.dta", replace |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
preserve |
|
|
rename sc0_0 score |
|
|
gen pay_test = payment_for_test <= 25 |
|
|
keep id ip amt_id gender age ethnicity educ marital urban income employed hh_size stocks rule72* calculate line1 line2 amt1 amt2 decision_index pay_test payment_for_test score fined finlit* att* help_test test* startDate endDate time* |
|
|
save "data/non_MPL.dta", replace |
|
|
restore |
|
|
|
|
|
keep id impl* |
|
|
|
|
|
forvalues i = 1 / 20 { |
|
|
rename impl`i'_1_11 impl`i'_1 |
|
|
rename impl`i'_1_21 impl`i'_2 |
|
|
rename impl`i'_1_31 impl`i'_3 |
|
|
rename impl`i'_1_41 impl`i'_4 |
|
|
rename impl`i'_1_51 impl`i'_5 |
|
|
rename impl`i'_1_61 impl`i'_6 |
|
|
rename impl`i'_1_71 impl`i'_7 |
|
|
rename impl`i'_1_81 impl`i'_8 |
|
|
rename impl`i'_1_91 impl`i'_9 |
|
|
rename impl`i'_1_101 impl`i'_10 |
|
|
rename impl`i'_1_111 impl`i'_11 |
|
|
|
|
|
} |
|
|
|
|
|
keep impl1_* impl2_* impl3_* impl4_* impl5_* impl6_* impl7_* impl8_* impl9_* impl10_* impl11_* impl12_* impl13_* impl14_* impl15_* impl16_* impl17_* impl18_* impl19_* impl20_* id |
|
|
reshape long impl1_ impl2_ impl3_ impl4_ impl5_ impl6_ impl7_ impl8_ impl9_ impl10_ impl11_ impl12_ impl13_ impl14_ impl15_ impl16_ impl17_ impl18_ impl19_ impl20_, i(id) j(line 1-11) |
|
|
|
|
|
forvalues i = 1 / 20 { |
|
|
rename impl`i'_ impl`i' |
|
|
} |
|
|
|
|
|
sort id line |
|
|
|
|
|
gen sum_multi_switch_1 = 0 |
|
|
|
|
|
local varlist impl1 |
|
|
forvalues i=2/20 { |
|
|
local varlist `varlist' impl`i' |
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
foreach var in `varlist' { |
|
|
|
|
|
gen line_left = line |
|
|
gen line_right = line |
|
|
replace line_left = . if `var' == 1 |
|
|
replace line_right = . if `var' == 0 |
|
|
|
|
|
by id: egen switch_low = max(line_left) |
|
|
by id: egen switch_high = min(line_right) |
|
|
by id: egen mll = max(line_left) |
|
|
by id: egen mlr = min(line_right) |
|
|
|
|
|
gen multi_switch_`var' = 1 - (switch_high == 1 + switch_low) |
|
|
replace multi_switch_`var' = 0 if switch_high == 11 | switch_high == . | switch_low == 1 | switch_low == . |
|
|
|
|
|
gen value_`var' = switch_high |
|
|
replace value_`var' = . if multi_switch_`var' == 1 |
|
|
replace value_`var' = 0 if mlr == 1 |
|
|
replace value_`var' = 12 if mll == 11 |
|
|
|
|
|
replace sum_multi_switch_1 = sum_multi_switch_1 + multi_switch_`var' |
|
|
|
|
|
drop line_left |
|
|
drop line_right |
|
|
drop switch_high |
|
|
drop switch_low |
|
|
drop mll |
|
|
drop mlr |
|
|
|
|
|
gen value_coarse_`var' = 20 - 2*(value_`var'-1) |
|
|
|
|
|
} |
|
|
|
|
|
preserve |
|
|
drop value_impl* |
|
|
drop impl* |
|
|
|
|
|
|
|
|
collapse (mean) value* sum_multi* (max) multi*, by(id) |
|
|
|
|
|
save "data/data_coarse.dta", replace |
|
|
restore |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
clear all |
|
|
set more off |
|
|
use "data/raw_all.dta" |
|
|
|
|
|
keep id impl* |
|
|
|
|
|
|
|
|
forvalues i = 1 / 20 { |
|
|
rename impl`i'_2_31 impl`i'_1 |
|
|
rename impl`i'_2_41 impl`i'_2 |
|
|
rename impl`i'_2_51 impl`i'_3 |
|
|
rename impl`i'_2_61 impl`i'_4 |
|
|
rename impl`i'_2_71 impl`i'_5 |
|
|
rename impl`i'_2_81 impl`i'_6 |
|
|
rename impl`i'_2_91 impl`i'_7 |
|
|
rename impl`i'_2_101 impl`i'_8 |
|
|
rename impl`i'_2_111 impl`i'_9 |
|
|
rename impl`i'_2_121 impl`i'_10 |
|
|
drop impl`i'_1_* |
|
|
} |
|
|
|
|
|
keep impl1_* impl2_* impl3_* impl4_* impl5_* impl6_* impl7_* impl8_* impl9_* impl10_* impl11_* impl12_* impl13_* impl14_* impl15_* impl16_* impl17_* impl18_* impl19_* impl20_* id |
|
|
reshape long impl1_ impl2_ impl3_ impl4_ impl5_ impl6_ impl7_ impl8_ impl9_ impl10_ impl11_ impl12_ impl13_ impl14_ impl15_ impl16_ impl17_ impl18_ impl19_ impl20_ , i(id) j(line 1-10) |
|
|
|
|
|
forvalues i = 1 / 20 { |
|
|
rename impl`i'_ impl`i' |
|
|
} |
|
|
|
|
|
sort id line |
|
|
|
|
|
gen sum_multi_switch_2 = 0 |
|
|
|
|
|
local varlist impl1 |
|
|
forvalues i=2/20 { |
|
|
local varlist `varlist' impl`i' |
|
|
} |
|
|
|
|
|
foreach var in `varlist' { |
|
|
|
|
|
gen line_left = line |
|
|
gen line_right = line |
|
|
replace line_left = . if `var' == 1 |
|
|
replace line_right = . if `var' == 0 |
|
|
|
|
|
by id: egen switch_low = max(line_left) |
|
|
by id: egen switch_high = min(line_right) |
|
|
by id: egen mll = max(line_left) |
|
|
by id: egen mlr = min(line_right) |
|
|
|
|
|
|
|
|
|
|
|
gen multi_switch_`var' = 1 - (switch_high == 1 + switch_low) |
|
|
replace multi_switch_`var' = 0 if (switch_high == 1 & switch_low == .) | (switch_high == . & switch_low == 10) |
|
|
|
|
|
gen value_`var' = switch_low |
|
|
replace value_`var' = . if multi_switch_`var' == 1 |
|
|
replace value_`var' = 0 if mlr == 1 |
|
|
replace value_`var' = 10 if mll == 10 |
|
|
|
|
|
replace sum_multi_switch_2 = sum_multi_switch_2 + multi_switch_`var' |
|
|
|
|
|
drop line_left |
|
|
drop line_right |
|
|
drop switch_high |
|
|
drop switch_low |
|
|
drop mll |
|
|
drop mlr |
|
|
|
|
|
gen value_fine_`var' = 1.8 - 0.2*value_`var' |
|
|
replace value_fine_`var' = 0 if value_fine_`var' < 0 |
|
|
} |
|
|
|
|
|
|
|
|
drop value_impl* |
|
|
drop impl* |
|
|
|
|
|
collapse (mean) value* sum_multi* (max) multi*, by(id) |
|
|
|
|
|
save "data/data_fine.dta", replace |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
clear all |
|
|
use "data/data_fine.dta" |
|
|
merge 1:1 id using "data/data_coarse.dta" |
|
|
drop _merge |
|
|
merge 1:1 id using "data/non_MPL.dta" |
|
|
drop _merge |
|
|
|
|
|
forvalues i = 1/20 { |
|
|
gen value`i' = value_coarse_impl`i' + value_fine_impl`i' |
|
|
rename time`i'1_1 timeFirstClick`i' |
|
|
rename time`i'1_2 timeLastClick`i' |
|
|
rename time`i'1_3 timeSubmit`i' |
|
|
rename time`i'1_4 numClicks`i' |
|
|
} |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
gen multi = 0 |
|
|
forvalues i = 1 / 20 { |
|
|
replace multi = 1 if multi_switch_impl`i' == 1 |
|
|
replace multi = 1 if sum_multi_switch_1 == 1 | sum_multi_switch_2 == 1 |
|
|
} |
|
|
drop multi_* value_* |
|
|
|
|
|
reshape long value timeFirstClick timeLastClick timeSubmit numClicks, i(id) j(treatment) |
|
|
|
|
|
gen framed = treatment > 10 |
|
|
gen delay = 72 |
|
|
replace delay = 36 if treatment >=6 & treatment <= 10 |
|
|
replace delay = 36 if treatment == 11 | treatment == 13 | treatment == 15 | treatment == 17 | treatment == 19 |
|
|
|
|
|
gen amount = 20 |
|
|
replace amount = 18 if treatment == 2 | treatment == 7 | treatment == 14 | treatment == 13 |
|
|
replace amount = 16 if treatment == 3 | treatment == 8 | treatment == 16 | treatment == 15 |
|
|
replace amount = 14 if treatment == 4 | treatment == 9 | treatment == 18 | treatment == 17 |
|
|
replace amount = 12 if treatment == 5 | treatment == 10 | treatment == 20 | treatment == 19 |
|
|
gen amount_precise = amount |
|
|
|
|
|
|
|
|
|
|
|
gen tr_new = tr |
|
|
replace tr_new = 1 if treat == 6 |
|
|
replace tr_new = 2 if treat == 1 |
|
|
replace tr_new = 3 if treat == 7 |
|
|
replace tr_new = 4 if treat == 2 |
|
|
replace tr_new = 5 if treat == 8 |
|
|
replace tr_new = 6 if treat == 3 |
|
|
replace tr_new = 7 if treat == 9 |
|
|
replace tr_new = 8 if treat == 4 |
|
|
replace tr_new = 9 if treat == 10 |
|
|
replace tr_new = 10 if treat == 5 |
|
|
|
|
|
rename treatment tr_old |
|
|
rename tr_new treatment |
|
|
|
|
|
replace treatment = treatment - 10 if framed == 1 |
|
|
|
|
|
replace amount_precise = 20.40 if treatment == 11 | treatment == 1 |
|
|
replace amount_precise = 20.47 if treatment == 12 | treatment == 2 |
|
|
replace amount_precise = 18.47 if treatment == 13 | treatment == 3 |
|
|
replace amount_precise = 18.73 if treatment == 14 | treatment == 4 |
|
|
replace amount_precise = 16.29 if treatment == 15 | treatment == 5 |
|
|
replace amount_precise = 16.80 if treatment == 16 | treatment == 6 |
|
|
replace amount_precise = 14.37 if treatment == 17 | treatment == 7 |
|
|
replace amount_precise = 15.16 if treatment == 18 | treatment == 8 |
|
|
replace amount_precise = 11.58 if treatment == 19 | treatment == 9 |
|
|
replace amount_precise = 11.83 if treatment == 20 | treatment == 10 |
|
|
|
|
|
gen id_alt = 1000*id+treatment |
|
|
sort id_alt |
|
|
order id_alt delay treatment tr_old |
|
|
|
|
|
drop tr_old |
|
|
|
|
|
reshape wide value timeFirstClick timeLastClick timeSubmit numClicks, i(id_alt) j(framed) |
|
|
|
|
|
rename value0 v_unframed |
|
|
rename value1 v_framed |
|
|
|
|
|
rename timeFirstClick0 timeFirstClickUnframed |
|
|
rename timeFirstClick1 timeFirstClickFramed |
|
|
rename timeLastClick0 timeLastClickUnframed |
|
|
rename timeLastClick1 timeLastClickFramed |
|
|
rename timeSubmit0 timeSubmitUnframed |
|
|
rename timeSubmit1 timeSubmitFramed |
|
|
rename numClicks0 numClicksUnframed |
|
|
rename numClicks1 numClicksFramed |
|
|
|
|
|
gen r = . |
|
|
replace r = 0.02 if treatment == 1 |
|
|
replace r = 0.01 if treatment == 2 |
|
|
replace r = 0.04 if treatment == 3 |
|
|
replace r = 0.02 if treatment == 4 |
|
|
replace r = 0.06 if treatment == 5 |
|
|
replace r = 0.03 if treatment == 6 |
|
|
replace r = 0.08 if treatment == 7 |
|
|
replace r = 0.04 if treatment == 8 |
|
|
replace r = 0.05 if treatment == 9 |
|
|
replace r = 0.25 if treatment == 10 |
|
|
|
|
|
gen doublings = 1 |
|
|
replace doublings = 2 if treatment == 3 | treatment == 4 |
|
|
replace doublings = 3 if treatment == 5 | treatment == 6 |
|
|
replace doublings = 4 if treatment == 7 | treatment == 8 |
|
|
replace doublings = 2.5 if treatment == 9 | treatment == 10 |
|
|
|
|
|
replace age = age + 17 |
|
|
|
|
|
forvalues i = 1/10 { |
|
|
gen t`i' = 0 |
|
|
} |
|
|
|
|
|
replace t1 = 1 if test1 == 2 |
|
|
replace t2 = 1 if test2 == 4 |
|
|
replace t3 = 1 if test3 == 4 |
|
|
replace t4 = 1 if test4 == 7 |
|
|
replace t5 = 1 if test5 == 6 |
|
|
replace t6 = 1 if test6 == 3 |
|
|
replace t7 = 1 if test7 == 4 |
|
|
replace t8 = 1 if test8 == 2 |
|
|
replace t9 = 1 if test9 == 3 |
|
|
replace t10 = 1 if test10 == 3 |
|
|
|
|
|
gen score_compounding = t1+t2+t3+t4+t5 |
|
|
gen score_indexing = score - score_compounding |
|
|
|
|
|
gen fl1 = finlit1 == 1 |
|
|
gen fl2 = finlit2 == 1 |
|
|
gen fl3 = finlit3 == 3 |
|
|
gen fl4 = finlit4 == 1 |
|
|
gen fl5 = finlit5 == 2 |
|
|
gen fl_score = (fl1 == 1) * (fl2 == 1) * (fl3 == 1) * (fl4 == 1) * (fl5 == 1) |
|
|
gen fl_sum = (fl1 == 1) + (fl2 == 1) + (fl3 == 1) + (fl4 == 1) + (fl5 == 1) |
|
|
gen fl_score_compound = (fl1 == 1) * (fl2 == 1) * (fl3 == 1) |
|
|
gen fl_sum_compound = (fl1 == 1) + (fl2 == 1) + (fl3 == 1) |
|
|
|
|
|
gen size_error_simple = . |
|
|
replace size_error_simple = 3.20 if treatment == 1 |
|
|
replace size_error_simple = 3.27 if treatment == 2 |
|
|
replace size_error_simple = 7.49 if treatment == 3 |
|
|
replace size_error_simple = 7.75 if treatment == 4 |
|
|
replace size_error_simple = 9.97 if treatment == 5 |
|
|
replace size_error_simple = 10.48 if treatment == 6 |
|
|
replace size_error_simple = 10.88 if treatment == 7 |
|
|
replace size_error_simple = 11.66 if treatment == 8 |
|
|
replace size_error_simple = 5.98 if treatment == 9 |
|
|
replace size_error_simple = 6.23 if treatment == 10 |
|
|
|
|
|
|
|
|
replace v_framed = v_framed + 0.1 |
|
|
replace v_unframed = v_unframed + 0.1 |
|
|
|
|
|
replace v_framed = 0 if v_framed <= 0 |
|
|
replace v_unframed = 0 if v_unframed <= 0 |
|
|
|
|
|
|
|
|
|
|
|
merge m:1 id using "data/attrition.dta" |
|
|
|
|
|
gen double startTime = clock(startDate, "YMDhms") |
|
|
gen double endTime = clock(endDate, "YMDhms") |
|
|
|
|
|
gen double duration = endTime - startTime |
|
|
replace duration = duration / (1000*60) |
|
|
|
|
|
|
|
|
drop line1 line2 decision_index |
|
|
|
|
|
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 min_diff = discount_framed - min_discount_unframed |
|
|
gen max_diff = discount_framed - max_discount_unframed |
|
|
|
|
|
|
|
|
gen abs_diff = - abs(diff) |
|
|
gen sq_diff = - (diff/100)^2*100 |
|
|
gen sq_diff72 = - (diff72/100)^2*100 |
|
|
gen sq_diff_up = - (diff/100)^2*100 |
|
|
gen sq_diff_down = - (diff/100)^2*100 |
|
|
replace sq_diff_up = 0 if diff > 0 |
|
|
replace sq_diff_down = 0 if diff < 0 |
|
|
|
|
|
sort id |
|
|
by id: egen mean_diff = mean(diff) |
|
|
gen sq_mean_diff = - (mean_diff/100)^2*100 |
|
|
gen sq_mean_diff_up = - (mean_diff/100)^2*100 |
|
|
gen sq_mean_diff_down = - (mean_diff/100)^2*100 |
|
|
replace sq_mean_diff_up = 0 if mean_diff > 0 |
|
|
replace sq_mean_diff_down = 0 if mean_diff < 0 |
|
|
|
|
|
gen sqrt_diff = - sqrt(abs(diff)/100)*100 |
|
|
|
|
|
gen abs_min_diff = - abs(min_diff) |
|
|
gen abs_max_diff = - abs(max_diff) |
|
|
gen sq_min_diff = -(min_diff/100)^2*100 |
|
|
gen sq_max_diff = -(max_diff/100)^2*100 |
|
|
|
|
|
gen CVa = min(sq_min_diff, sq_max_diff) |
|
|
gen CVb = max(sq_min_diff, sq_max_diff) |
|
|
replace CVb = 0 if discount_framed <= max_discount_unframed & discount_framed >= min_discount_unframed |
|
|
|
|
|
gen asy_diff_up = diff |
|
|
replace asy_diff_up = 0 if diff > 0 |
|
|
gen asy_diff_down = - diff |
|
|
replace asy_diff_down = 0 if diff < 0 |
|
|
|
|
|
sort id delay |
|
|
by id delay: egen mean_disc = mean(discount_unframed) |
|
|
|
|
|
gen r72 = rule72 == 1 |
|
|
gen r72inv = rule72_inv == 1 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
gen Control = fined == 0 |
|
|
gen Full = fined == 1 |
|
|
gen Rule72 = fined == 2 |
|
|
gen Rhetoric = fined == 3 |
|
|
|
|
|
label define treatment 0 "Control" 1 "Full Treatment" 2 "Only Rule of 72" 3 "Only Rhetoric" |
|
|
label values fined treatment |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
sort id delay |
|
|
by id delay: egen sdV = sd(v_framed) |
|
|
by id: egen mean_sdV = mean(sdV) |
|
|
|
|
|
gen slope_unframed = . |
|
|
gen slope_framed = . |
|
|
gen corr_unframed_framed = . |
|
|
gen r2_unframed_framed = . |
|
|
drop if id == -1 |
|
|
egen id3 = group(id) |
|
|
su id3 |
|
|
local max = r(max) |
|
|
forvalues i = 1/`max' { |
|
|
capture: reg discount_unframed amount if id3 == `i' |
|
|
capture: replace slope_unframed = _b[amount] if id3 == `i' |
|
|
capture: reg discount_framed amount_precise if id3 == `i' |
|
|
capture: replace slope_framed = _b[amount_precise] if id3 == `i' |
|
|
capture: reg discount_framed discount_unframed if id3 == `i' |
|
|
capture: replace corr_unframed_framed = _b[discount_unframed] if id3 == `i' |
|
|
capture: replace r2_unframed_framed = e(r2) if id3 == `i' |
|
|
} |
|
|
|
|
|
su slope_unframed, d |
|
|
gen lowSlope25 = slope_unframed <= r(p25) |
|
|
gen lowSlope50 = slope_unframed <= r(p50) |
|
|
gen lowSlope75 = slope_unframed <= r(p75) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
gen afram = ethnicity == 1 |
|
|
gen asian = ethnicity == 2 |
|
|
gen caucasian = ethnicity == 3 |
|
|
gen hispanic = ethnicity == 4 |
|
|
gen other = ethnicity == 5 |
|
|
|
|
|
gen lessThanHighSchool = educ <= 2 |
|
|
gen highSchool = educ == 3 |
|
|
gen voc = educ == 4 |
|
|
gen someCollege = educ == 5 |
|
|
gen college = educ == 6 |
|
|
gen graduate = educ >= 7 |
|
|
|
|
|
gen rural = urban == 3 |
|
|
gen urbanSuburban = urban <= 2 |
|
|
|
|
|
gen fullTime = employed == 3 |
|
|
gen partTime = employed == 2 |
|
|
|
|
|
gen hh1 = hh_size == 1 |
|
|
gen hh2 = hh_size == 2 |
|
|
gen hh3 = hh_size == 3 |
|
|
gen hh4 = hh_size >= 4 |
|
|
|
|
|
gen married = marital == 3 | marital == 4 |
|
|
gen widowed = marital == 6 |
|
|
gen divorced = marital == 1 |
|
|
gen never_married = marital == 2 | marital == 5 |
|
|
|
|
|
gen ownStocks = stocks == 1 |
|
|
|
|
|
gen fl_high_remaining = fl4 == 1 & fl5 == 1 |
|
|
gen was_married = widowed == 1 | divorced == 1 |
|
|
gen highSchoolOrLess = highSchool == 1 | lessThanHighSchool == 1 |
|
|
gen vocOrSomeCollege = voc == 1 | someCollege == 1 |
|
|
gen hh3to5 = hh_size >= 2 & hh_size <= 5 |
|
|
gen hhGeq6 = hh_size >= 6 |
|
|
replace income = income / 1000 |
|
|
|
|
|
egen tag = tag(id) |
|
|
|
|
|
|
|
|
save "data/dataExpA.dta", replace |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
