| |
| |
| |
| |
|
|
| clear |
| import delimited "${raw}NoChoice_deidentified.csv", varnames(1) |
| drop if status==1 |
| tab distributionchannel |
| drop if distributionchannel=="preview" |
| tab finished |
| keep if finished==1 |
|
|
| sort newid |
| quietly by newid: gen dup = cond(_N==1,0,_n) |
| tab dup |
| drop if dup!=0 |
|
|
| rename q32 attention |
|
|
| g id=_n |
| g attentionpassed=attention==3 |
| keep if attentionpassed==1 |
|
|
|
|
| |
| g treatment=1 if condition=="BeforeA" |
| replace treatment=2 if condition=="AfterA" |
| replace treatment=3 if condition=="BeforeB" |
| replace treatment=4 if condition=="AfterB" |
|
|
| label def treat 1 "Before A" 2 "After A" 3 "Before B" 4 "After B" |
| label val treatment treat |
|
|
|
|
|
|
| |
| g beliefbin=q45 |
| g beliefnum=q43 |
|
|
| |
| g recommendb=(recommendationa==2 | recommendationb==2) |
|
|
| |
| g signalblue=(fl_211_do=="Signal_blue2" | fl_221_do=="Signal_blue2" | fl_229_do=="Signal_blue2" | fl_127_do=="Signal_blue2") |
|
|
| |
| g conflict=1 if treatment<3 & signalblue==1 |
| replace conflict=1 if treatment>2 & signalblue==0 |
| replace conflict=0 if conflict==. |
|
|
| |
| g incentiveA=(condition=="AfterA" | condition=="BeforeA") |
| g incentiveB=1-incentiveA |
|
|
| |
| g recommendincentivized=recommendb if treatment>2 |
| replace recommendincentivized=1-recommendb if treatment<3 |
|
|
| |
| g before=(treatment==1 | treatment==3) |
| g after=1-before |
|
|
| |
| forval i=2(1)5{ |
| recode q8`i' (1=0) (2=1) |
| } |
|
|
| rename q82 alpha1 |
| rename q83 alpha2 |
| rename q84 alpha3 |
| rename q85 alpha4 |
| rename q176 alpha5 |
|
|
| recode alpha5 (1=0) (2=1) |
|
|
| egen alphamiss=rowmiss(alpha1 alpha2 alpha3 alpha4) |
| tab alphamiss |
|
|
| |
|
|
| |
| keep if alphamiss==0 |
|
|
| |
| reshape long alpha, i(id) j(number) |
| |
| sort id number |
| g previouschoice=alpha[_n-1] if number>1 |
| g steptob=(alpha-previouschoice) if number>1 |
| bys id: egen sumsteptob=total(steptob) |
|
|
| |
| g alphavalue=0 if sumsteptob==0 & alpha==0 & number==5 |
| replace alphavalue=5 if sumsteptob==0 & alpha==1 & number==5 |
| |
| replace alphavalue=number-1 if sumsteptob==1 & steptob==1 |
|
|
| g inconsistentchoice=(steptob==-1) |
| bys id: egen inconsistentid=total(inconsistentchoice) |
|
|
| bys id: egen alphavaluefinal=total(alphavalue) |
| replace alphavaluefinal=. if inconsistentid>0 |
|
|
| tab alphavaluefinal, m |
| cap drop alphavalue inconsistentchoice previouschoice steptob |
| reshape wide alpha, i(id) j(number) |
|
|
| |
| tab alphavaluefinal if treatment!=., m |
|
|
| rename recommendincentivized recommendincentive |
| g female=(gender==2) |
| replace age="31" if age=="3i" |
| destring age, replace |
| recode englishnative (2=0) |
|
|
| g nodifficulty=(difficulty==2) |
| replace nodifficulty=. if difficulty==. |
|
|
| label var female "Female" |
| label var age "Age" |
|
|
| gen seeincentivefirst=(condition=="BeforeA" | condition=="BeforeB") |
|
|
| gen selfish=0 |
| replace selfish=1 if alphavaluefinal>3 |
| replace selfish=. if alphavaluefinal==. |
| gen missingalpha=0 |
| replace missingalpha=1 if alphavaluefinal==. |
|
|
| gen noconflict=1-conflict |
| g seeincentivefirst_noconflict=seeincentivefirst*noconflict |
|
|
|
|
| g recommendincentive_before=recommendincentive if seeincentivefirst==1 |
| g recommendincentive_after=recommendincentive if seeincentivefirst==0 |
|
|
|
|
| egen stdalpha=std(alphavaluefinal) |
|
|
|
|
| g choice="No Choice" |
|
|
|
|
| save "${data}nochoice.dta", replace |
|
|
|
|
|
|
| |
| |
| |
| |
| clear |
| import delimited "${raw}Choice1_deidentified.csv", varnames(1) |
|
|
| drop if status==1 |
| |
| tab distributionchannel |
| drop if distributionchannel=="preview" |
| tab finished |
| keep if finished==1 |
|
|
|
|
| sort newid |
| quietly by newid: gen dup = cond(_N==1,0,_n) |
| tab dup |
| drop if dup!=0 |
|
|
|
|
| rename q32 attention |
|
|
| g id=_n+10000 |
| g attentionpassed=attention==3 |
| keep if attentionpassed==1 |
|
|
| |
| g incentiveB=. |
| replace incentiveB=1 if condition=="choiceFreeB" |
| replace incentiveB=1 if condition=="choicePayB" |
| replace incentiveB=0 if condition=="choiceFreeA" |
| replace incentiveB=0 if condition=="choicePayA" |
|
|
| g incentiveA=. |
| replace incentiveA=1 if condition=="choiceFreeA" |
| replace incentiveA=1 if condition=="choicePayA" |
| replace incentiveA=0 if condition=="choiceFreeB" |
| replace incentiveA=0 if condition=="choicePayB" |
|
|
| |
| gen commission="commissionB" if incentiveB==1 |
| replace commission="commissionA" if incentiveB==0 |
|
|
| |
| g choicebefore=(choicefreeq==1 | choicepay==1) |
|
|
| |
| g recommendb=(recommendationa==2 | recommendationb==2) |
| replace recommendb=. if recommendationa==. & recommendationb==. |
| g recommenda=1-recommendb |
|
|
| g recommendincentive=recommendb if commission=="commissionB" |
| replace recommendincentive=recommenda if commission=="commissionA" |
|
|
|
|
| |
| g beliefbin=q45 |
| g belief=q43 |
| replace belief=q43*100 if q43<1 |
|
|
| |
| g signalblue=(fl_298_do=="Signal_blue2" |
| | fl_304_do=="Signal_blue2" |
| | fl_211_do=="Signal_blue2" |
| | fl_221_do=="Signal_blue2" |
| | fl_310_do=="Signal_blue2" |
| | fl_229_do=="Signal_blue2" |
| | fl_325_do=="Signal_blue2" |
| | fl_127_do=="Signal_blue2") |
| |
| |
| |
| g conflict=0 |
| replace conflict=1 if signalblue==1 & commission=="commissionA" |
| replace conflict=1 if signalblue==0 & commission=="commissionB" |
|
|
|
|
| |
| g treatment="ChoiceFree" if condition=="choiceFreeA" | condition=="choiceFreeB" |
| replace treatment="ChoicePay" if condition=="choicePayA" | condition=="choicePayB" |
|
|
|
|
| |
| g get=fl_264_do if condition=="choiceFreeA" & choicefreeq==2 |
| replace get=fl_265_do if condition=="choiceFreeA" & choicefreeq==1 |
|
|
| replace get=fl_289_do if condition=="choiceFreeB" & choicefreeq==1 |
| replace get=fl_287_do if condition=="choiceFreeB" & choicefreeq==2 |
|
|
| replace get=fl_342_do if condition=="choicePayA" & choicepayq==2 |
| replace get=fl_272_do if condition=="choicePayA" & choicepayq==1 |
|
|
| replace get=fl_320_do if condition=="choicePayB" & choicepayq==1 |
| replace get=fl_331_do if condition=="choicePayB" & choicepayq==2 |
|
|
| g getafter=(get=="GetAfter") |
| g getbefore=1-getafter |
|
|
| g costlydemand=(condition=="choicePayA" | condition=="choicePayB") |
| g choicewave=1 |
|
|
| g study=2 if costlydemand==0 |
| replace study=3 if costlydemand==1 |
|
|
| replace age="51" if age=="51`" |
| replace age="" if age=="re" |
| destring age, replace |
|
|
| |
| destring q82 q83 q84 q85 q176, force replace |
| |
| forval i=2(1)5{ |
| recode q8`i' (1=0) (2=1) |
| } |
|
|
| rename q82 alpha1 |
| rename q83 alpha2 |
| rename q84 alpha3 |
| rename q85 alpha4 |
| rename q176 alpha5 |
| recode alpha5 (1=0) (2=1) |
| egen alphamiss=rowmiss(alpha1 alpha2 alpha3 alpha4 alpha5) |
| keep if alphamiss==0 |
|
|
| g choice="Choice" |
|
|
|
|
| drop fl_17_do fl_264_do fl_298_do fl_265_do fl_211_do fl_272_do fl_304_do fl_342_do |
| |
| |
| |
| save "${data}choice1.dta", replace |
|
|
| |
| |
| |
|
|
| |
| |
| clear |
| import delimited "${raw}ProfessionalsProlific_deidentified.csv", varnames(1) |
|
|
| drop if status==1 |
| drop if distributionchannel=="preview" |
| keep if finished==1 |
| sort newid |
| quietly by newid: gen dup = cond(_N==1,0,_n) |
| drop if dup>0 |
|
|
|
|
| g sample="Prolific" |
|
|
|
|
|
|
| save "${data}professionals_prolific", replace |
|
|
| |
| clear |
| import delimited "${raw}ProfessionalsCloudresearch_deidentified.csv", varnames(1) |
|
|
| g sample="CloudResearch" |
| drop if status==1 |
| drop if distributionchannel=="preview" |
| keep if finished==1 |
|
|
| sort newid |
| quietly by newid: gen dup = cond(_N==1,0,_n) |
| tab dup |
| drop if dup!=0 |
|
|
|
|
| drop fl_17_do fl_481_do fl_523_do fl_528_do fl_548_do fl_555_do fl_563_do fl_657_do fl_629_do fl_656_do fl_642_do |
| |
| rename industry industry_cloudresearch |
| append using "${data}professionals_prolific.dta", force |
|
|
| |
| g attentionpassed=attention==3 |
| drop if attentionpassed==0 |
|
|
|
|
| |
| g choicebefore=(choicefree==1) |
| replace choicebefore=. if choicefree==. |
| drop if choicebefore==. |
|
|
| |
| g beliefbin=q45 |
| g beliefnum=q43 |
| g belief=q43 |
| replace belief=q43*100 if q43<1 |
|
|
| |
| g recommendb=(recommendationa==2 | recommendationb==2) |
| replace recommendb=. if recommendationa==. & recommendationb==. |
| g recommenda=1-recommendb |
| g recommendincentive=recommenda if condition=="choicefreeA" |
| replace recommendincentive=recommendb if condition=="choicefreeB" |
| |
| |
| g getafter=(getbefore=="GetAfter") |
| g getbefore2=(getbefore=="GetBefore") |
| drop getbefore |
| rename getbefore2 getbefore |
|
|
| |
| g signalblue=signal=="Blue" |
|
|
| |
| g conflict=0 |
| replace conflict=1 if signalblue==1 & (condition=="choicefreeA") |
| replace conflict=1 if signalblue==0 & (condition=="choicefreeB") |
|
|
| g incentiveA=(commission=="commissionA") |
| g incentiveB=1-incentiveA |
| g costlydemand=0 |
| |
| g female=(gender==2) |
| |
| g choice="Professionals" |
|
|
| g beliefcorrect=0 |
| replace beliefcorrect=1 if beliefbin==4 & signalblue==1 |
| replace beliefcorrect=1 if beliefbin==8 & signalblue==0 |
|
|
| g explanationchoice=q211 |
|
|
| destring age, replace |
|
|
| g id=_n+20000 |
|
|
|
|
|
|
| keep recommendincentive getbefore incentiveB incentiveA |
| costlydemand choicebefore belief conflict signalblue |
| female age sample beliefbin choice beliefcorrect |
| newid explanationchoice jobtitle industry shortid currentcountr |
| |
| g study=1 |
|
|
| save "${data}professionals.dta", replace |
|
|
| |
| |
| |
|
|
|
|
| clear |
| import excel "${raw}Professionals_jobtitles.xlsx", first case(l) |
| save "${data}professionals_jobtitles.dta", replace |
|
|
| |
| |
| |
| |
| clear |
| import delimited "${raw}Choice2_deidentified.csv", varnames(1) |
|
|
| drop if status==1 |
|
|
| tab distributionchannel |
| drop if distributionchannel=="preview" |
| tab finished |
| keep if finished==1 |
|
|
| sort newid |
| quietly by newid: gen dup = cond(_N==1,0,_n) |
| tab dup |
| drop if dup>0 |
|
|
|
|
|
|
| drop if q_recaptchascore<.50 |
|
|
|
|
| g id=_n+30000 |
|
|
| g attention=attention_a |
| replace attention=attention_b if attention_b!=. |
| replace attention=att_highro if att_highro!=. |
| replace attention=att_highflipped if att_highflipped!=. |
| drop attention_a attention_b att_highro att_highflipped |
|
|
| g attentionpassed=attention==3 |
| tab attentionpassed |
| drop if attentionpassed==0 |
| rename q211 explanationchoice |
| replace explanationchoice=q188 if explanationchoice=="" |
| drop q188 |
|
|
|
|
|
|
| |
| g choicebefore=. |
| replace choicebefore=1 if choicefreereghigh==1 |
| replace choicebefore=0 if choicefreereghigh==2 |
|
|
| |
| g beliefbin=q45 |
| |
| g belief=q43 if incentives=="$0.15 " |
| replace belief=q551 if incentives=="$15 " |
| replace beliefbin=q550 if incentives=="$15 " |
| replace belief=q43*100 if q43<1 |
|
|
| |
| g recommendb=. |
| replace recommendb=1 if recommendationb==2 |
| replace recommendb=0 if recommendationb==1 |
| replace recommendb=1 if recommendationb_flip==2 |
| replace recommendb=0 if recommendationb_flip==1 |
|
|
| replace recommendb=1 if recommendationa==2 |
| replace recommendb=0 if recommendationa==1 |
| replace recommendb=1 if recommendationa_flip==2 |
| replace recommendb=0 if recommendationa_flip==1 |
|
|
| g recommenda=1-recommendb |
|
|
| g recommendincentive=recommendb if commission=="commissionB" |
| replace recommendincentive=recommenda if commission=="commissionA" |
|
|
| |
| g signalblue=. |
| |
| replace signalblue=1 if fl_272_do=="Signal_blue2" |
| replace signalblue=1 if fl_459_do=="Signal_blue2HIGHINCENTIVES" |
| replace signalblue=1 if fl_260_do=="Signal_blue2" |
| replace signalblue=1 if fl_450_do=="Signal_blue2HIGHINCENTIVES" |
| replace signalblue=1 if fl_248_do=="Signal_blue2REVERSEPRODUCTORDER" |
| replace signalblue=1 if fl_508_do=="Signal_blue2REVERSEPRODUCTORDER-HIGHINCENTIVES" |
| replace signalblue=1 if fl_236_do=="Signal_blue2REVERSEPRODUCTORDER" |
| replace signalblue=1 if fl_469_do=="Signal_blue2REVERSEPRODUCTORDER-HIGHINCENTIVES" |
| replace signalblue=1 if fl_163_do=="Signal_blue2" |
| replace signalblue=1 if fl_476_do=="Signal_blue2HIGHINCENTIVES" |
| replace signalblue=1 if fl_151_do=="Signal_blue2" |
| replace signalblue=1 if fl_483_do=="Signal_blue2HIGHINCENTIVES" |
| replace signalblue=1 if fl_139_do=="Signal_blue2REVERSEPRODUCTORDER" |
| replace signalblue=1 if fl_491_do=="Signal_blue2REVERSEPRODUCTORDER-HIGHINCENTIVES" |
| replace signalblue=1 if fl_127_do=="Signal_blue2REVERSEPRODUCTORDER" |
| replace signalblue=1 if fl_499_do=="Signal_blue2REVERSEPRODUCTORDER-HIGHINCENTIVES" |
| replace signalblue=1 if signal=="Blue" |
|
|
|
|
|
|
| replace signalblue=0 if fl_272_do=="Signal_red0" |
| replace signalblue=0 if fl_459_do=="Signal_red0HIGHINCENTIVES" |
| replace signalblue=0 if fl_260_do=="Signal_red0" |
| replace signalblue=0 if fl_450_do=="Signal_red0HIGHINCENTIVES" |
| replace signalblue=0 if fl_248_do=="Signal_redREVERSEPRODUCTORDER" |
| replace signalblue=0 if fl_508_do=="Signal_redREVERSEPRODUCTORDER-HIGHINCENTIVES" |
| replace signalblue=0 if fl_236_do=="Signal_redREVERSEPRODUCTORDER" |
| replace signalblue=0 if fl_469_do=="Signal_redREVERSEPRODUCTORDER-HIGHINCENTIVES" |
| replace signalblue=0 if fl_163_do=="Signal_red0" |
| replace signalblue=0 if fl_476_do=="Signal_red0HIGHINCENTIVES" |
| replace signalblue=0 if fl_151_do=="Signal_red0" |
| replace signalblue=0 if fl_483_do=="Signal_red0HIGHINCENTIVES" |
| replace signalblue=0 if fl_139_do=="Signal_redREVERSEPRODUCTORDER" |
| replace signalblue=0 if fl_491_do=="Signal_redREVERSEPRODUCTORDER-HIGHINCENTIVES" |
| replace signalblue=0 if fl_127_do=="Signal_redREVERSEPRODUCTORDER" |
| replace signalblue=0 if fl_499_do=="Signal_redREVERSEPRODUCTORDER-HIGHINCENTIVES" |
| replace signalblue=0 if signal=="Red" |
|
|
|
|
| |
| g conflict=. |
| replace conflict=1 if signalblue==0 & commission=="commissionB" |
| replace conflict=0 if signalblue==1 & commission=="commissionB" |
| replace conflict=1 if signalblue==1 & commission=="commissionA" |
| replace conflict=0 if signalblue==0 & commission=="commissionA" |
|
|
| g incentiveshigh=(incentives=="$15 ") |
| g flippedorder=(uncertainproduct=="Product A") |
| g costlydemand=0 |
| g incentiveA=(commission=="commissionA") |
| g incentiveB=1-incentiveA |
|
|
| gen incentiveleft=. |
| replace incentiveleft=1 if incentiveB==1 & flippedorder==1 |
| replace incentiveleft=0 if incentiveB==1 & flippedorder==0 |
| replace incentiveleft=1 if incentiveA==1 & flippedorder==0 |
| replace incentiveleft=0 if incentiveA==1 & flippedorder==1 |
|
|
| tab condition |
| replace condition="ChoiceFree" |
|
|
| g choicewave=2 |
| g getafter=(getbefore=="GetAfter") |
| cap drop getbefore |
| g getbefore=1-getafter |
| g study=4 |
|
|
|
|
| |
|
|
|
|
| forval i=2(1)5{ |
| recode q8`i' (1=0) (2=1) |
| } |
| forval i=4(1)8{ |
| recode q54`i' (1=0) (2=1) |
| } |
|
|
| g alpha1=q82 if incentiveshigh==0 |
| replace alpha1=q544 if incentiveshigh==1 |
| g alpha2=q83 if incentiveshigh==0 |
| replace alpha2=q545 if incentiveshigh==1 |
| g alpha3=q84 if incentiveshigh==0 |
| replace alpha3=q546 if incentiveshigh==1 |
| g alpha4=q85 if incentiveshigh==0 |
| replace alpha4=q547 if incentiveshigh==1 |
|
|
| g alpha5=v193 if incentiveshigh==0 |
| recode alpha5 (1=0) (2=1) |
| replace alpha5=q548 if incentiveshigh==1 |
|
|
| egen alphamiss=rowmiss(alpha1 alpha2 alpha3 alpha4 alpha5) |
| keep if alphamiss==0 |
| g choice="Choice" |
|
|
|
|
| drop fl_101_do fl_226_do fl_341_do fl_314_do fl_411_do fl_271_do fl_272_do fl_459_do |
| fl_259_do fl_260_do fl_450_do fl_247_do fl_248_do fl_508_do fl_235_do fl_236_do fl_469_do |
| fl_117_do fl_365_do fl_205_do fl_413_do fl_162_do fl_163_do fl_476_do fl_150_do fl_151_do fl_483_do |
| fl_138_do fl_139_do fl_491_do fl_126_do fl_127_do fl_499_do |
|
|
| save "${data}choice2.dta", replace |
|
|
|
|
| |
| |
| |
|
|
|
|
| |
| clear |
| import delimited "${raw}Choice3_deidentified.csv", varnames(1) |
|
|
| drop if status==1 |
| |
| tab distributionchannel |
| drop if distributionchannel=="preview" |
| tab finished |
| keep if finished==1 |
|
|
| tab attention |
| replace attention=q343 if condition=="Highx10" | condition=="Highx100" |
| keep if attention!=. |
| gen attentionpassed=(attention==3) |
|
|
| tab attentionpassed |
| |
| drop if attentionpassed!=1 |
|
|
|
|
| sort newid |
| quietly by newid: gen dup = cond(_N==1,0,_n) |
| tab dup |
| drop if dup!=0 |
|
|
| drop if q_recaptchascore<.50 |
| tab status |
|
|
|
|
| sort startdate |
| g id=_n+40000 |
|
|
|
|
| |
| replace beliefbin=beliefbin_high if beliefbin==. |
| drop beliefbin_high |
| replace belief=belief_high if belief_high!=. |
| drop belief_high |
| replace belief=belief*100 if belief<1 |
|
|
|
|
| replace age="" if age=="casian" |
| destring age, replace |
|
|
| |
|
|
| g recommendb=. |
| replace recommendb=1 if recommendationb==2 |
| replace recommendb=0 if recommendationb==1 |
|
|
| replace recommendb=1 if recommendationa==2 |
| replace recommendb=0 if recommendationa==1 |
|
|
|
|
| g recommenda=1-recommendb |
|
|
| |
| g incentiveB=. |
| replace incentiveB=1 if commission=="commissionB" |
| replace incentiveB=0 if commission=="commissionA" |
|
|
| g incentiveA=. |
| replace incentiveA=1 if commission=="commissionA" |
| replace incentiveA=0 if commission=="commissionB" |
|
|
|
|
| |
| g getafter=(getbefore=="GetAfter") |
| cap drop getbefore |
| g getbefore=1-getafter |
|
|
|
|
| |
| g signalblue=. |
| replace signalblue=1 if signal=="Blue" |
| replace signalblue=1 if fl_750_do=="SignalBlue_HighIncentives" |
| replace signalblue=1 if fl_773_do=="SignalBlue_HighIncentives" |
| replace signalblue=1 if fl_785_do=="SignalBlue_HighIncentives" |
| replace signalblue=1 if fl_528_do=="Signal_blue2" |
| replace signalblue=1 if fl_555_do=="Signal_blue2" |
| replace signalblue=1 if fl_555_do=="Signal_blue2" |
| replace signalblue=1 if fl_629_do=="Signal_blue2" |
| replace signalblue=1 if fl_642_do=="Signal_blue2" |
| replace signalblue=0 if signal=="Red" |
| replace signalblue=0 if fl_750_do=="SignalRed_highIncentives" |
| replace signalblue=0 if fl_773_do=="SignalRed_highIncentives" |
| replace signalblue=0 if fl_785_do=="SignalRed_highIncentives" |
| replace signalblue=0 if fl_528_do=="Signal_red0" |
| replace signalblue=0 if fl_555_do=="Signal_red0" |
| replace signalblue=0 if fl_555_do=="Signal_red0" |
| replace signalblue=0 if fl_629_do=="Signal_red0" |
| replace signalblue=0 if fl_642_do=="Signal_red0" |
|
|
| g conflict=. |
| replace conflict=1 if signalblue==0 & commission=="commissionB" |
| replace conflict=0 if signalblue==1 & commission=="commissionB" |
| replace conflict=1 if signalblue==1 & commission=="commissionA" |
| replace conflict=0 if signalblue==0 & commission=="commissionA" |
| |
|
|
| tab commission |
| g recommendincentive=recommendb if commission=="commissionB" |
| replace recommendincentive=recommenda if commission=="commissionA" |
|
|
|
|
| gen choicebefore=. |
| replace choicebefore=1 if choicefree==1 |
| replace choicebefore=0 if choicefree==2 |
| replace choicebefore=1 if choicepaybefore==1 |
| replace choicebefore=0 if choicepaybefore==2 |
| replace choicebefore=0 if choicepayafter==2 |
| replace choicebefore=1 if choicepayafter==1 |
|
|
|
|
|
|
| |
|
|
| gen HighStakes="" |
| replace HighStakes=condition if condition=="Highx10" |
| replace HighStakes=condition if condition=="Highx100" |
|
|
| gen Highx10=0 |
| replace Highx10=1 if condition=="Highx10" |
| gen Highx100=0 |
| replace Highx100=1 if condition=="Highx100" |
|
|
| replace condition="ChoiceFree" if Highx10==1 |
| replace condition="ChoiceFree" if Highx100==1 |
|
|
|
|
| |
| tab ia_choice |
| gen chooseblindness=ia_choice |
| replace chooseblindness=0 if ia_choice==2 |
| tab chooseblindness |
|
|
| gen ia_recommend1=. |
| replace ia_recommend1=1 if ia_rec_quality0==1 | ia_recq2==1 | ia_rec_both2==1 | ia_rec_both0==1 |
| replace ia_recommend1=0 if ia_rec_quality0==2 | ia_recq2==2 | ia_rec_both2==2 | ia_rec_both0==2 |
|
|
| gen ia_recommendincentive=1 if ia_recommend1==1 & ia_incentive=="Product 1" |
| replace ia_recommendincentive=0 if ia_recommend1==0 & ia_incentive=="Product 1" |
| replace ia_recommendincentive=1 if ia_recommend1==0 & ia_incentive=="Product 2" |
| replace ia_recommendincentive=0 if ia_recommend1==1 & ia_incentive=="Product 2" |
|
|
|
|
|
|
|
|
| |
| forval i=1(1)5{ |
| recode alpha`i' (1=0) (2=1) |
| } |
|
|
| egen alphamiss=rowmiss(alpha1 alpha2 alpha3 alpha4) |
| keep if alphamiss==0 |
|
|
| gen study=6 |
| rename q211 explanationchoice |
| gen costlydemand=0 |
| replace costlydemand=1 if condition=="PayBefore" |
|
|
|
|
| g sample="MTurk" |
| |
|
|
|
|
| drop fl_728_do fl_816_do fl_737_do fl_759_do fl_750_do fl_761_do fl_773_do fl_778_do |
| fl_785_do fl_793_do fl_800_do fl_825_do fl_837_do fl_903_do fl_843_do fl_870_do fl_850_do |
| fl_880_do fl_855_do fl_889_do fl_17_do fl_481_do fl_523_do fl_528_do fl_548_do fl_555_do |
| fl_563_do fl_657_do fl_629_do fl_656_do fl_642_do fl_933_do fl_916_do fl_935_do |
|
|
| g choice="Choice" |
| save "${data}choice3.dta", replace |
|
|
| |
| |
| |
| |
| |
| |
|
|
| u "${data}choice1.dta", clear |
| append using "${data}choice2.dta" |
| append using "${data}choice3.dta" |
|
|
| |
| reshape long alpha, i(id) j(number) |
| |
| sort id number |
| g previouschoice=alpha[_n-1] if number>1 |
| g steptob=(alpha-previouschoice) if number>1 |
| bys id: egen sumsteptob=total(steptob) |
|
|
| |
| g alphavalue=0 if sumsteptob==0 & alpha==0 & number==5 |
| replace alphavalue=5 if sumsteptob==0 & alpha==1 & number==5 |
| |
| replace alphavalue=number-1 if sumsteptob==1 & steptob==1 |
|
|
| g inconsistentchoice=(steptob==-1) |
| bys id: egen inconsistentid=total(inconsistentchoice) |
|
|
| bys id: egen alphavaluefinal=total(alphavalue) |
| replace alphavaluefinal=. if inconsistentid>0 |
|
|
| cap drop alphavalue inconsistentchoice previouschoice steptob |
|
|
| reshape wide alpha, i(id) j(number) |
|
|
|
|
| |
| |
| tab alphavaluefinal, m |
| egen stdalpha=std(alphavaluefinal) |
|
|
| gen selfish=(alphavaluefinal>3) |
| replace selfish=. if alphavaluefinal==. |
| |
| |
| |
| |
| destring gender age englishnative difficulty, force replace |
| g female=(gender==2) |
| recode englishnative (2=0) |
| g nodifficulty=(difficulty==2) |
| replace nodifficulty=. if difficulty==. |
|
|
| label var female "Female" |
| label var age "Age" |
|
|
| g beliefcorrect=0 |
| replace beliefcorrect=1 if beliefbin==4 & signalblue==1 |
| replace beliefcorrect=1 if beliefbin==8 & signalblue==0 |
|
|
| replace sample="MTurk" |
| |
| replace incentiveleft=0 if study!=4 |
| replace incentiveshigh=0 if study!=4 |
| |
| drop if choicebefore==. |
| tab condition, m |
| replace condition="ChoiceFree" if condition=="choiceFreeA" |
| replace condition="ChoiceFree" if condition=="choiceFreeB" |
| replace condition="PayBefore" if condition=="choicePayA" |
| replace condition="PayBefore" if condition=="choicePayB" |
|
|
| |
| keep id startdate enddate attentionpassed recommendincentive getbefore incentiveB incentiveA commission costlydemand |
| choicebefore belief beliefbin conflict signalblue female age selfish stdalpha |
| alphavaluefinal beliefcorrect newid shortid |
| sample choice incentiveshigh flippedorder |
| incentiveleft condition study Highx10 Highx100 chooseblindness |
|
|
| append using "${data}professionals.dta" |
|
|
| rename costlydemand incentivecostly |
| g qualitycostly=0 |
| replace qualitycostly=1 if condition=="PayAfter" |
|
|
| g professionals=(study==1) |
| g prolific=(sample=="Prolific") |
| g cloudresearch=(sample=="CloudResearch") |
| gen professionalscloudresearch=0 if professionals==1 & cloudresearch==1 |
| replace professionalscloudresearch=1 if professionals==1 & cloudresearch==1 |
| replace incentiveshigh=0 if incentiveshigh==. |
| replace incentiveleft=0 if incentiveleft==. |
| replace Highx10=0 if Highx10==. |
| replace Highx100=0 if Highx100==. |
| g mturkwave=. |
| replace mturkwave=1 if study==2 | study==3 |
| replace mturkwave=2 if study==4 |
| replace mturkwave=3 if study==6 |
|
|
| |
| drop if age<18 |
| replace age=. if age==545 |
|
|
|
|
| replace condition="ChoiceFree_Professionals" if study==1 |
| tab condition |
|
|
| drop if choicebefore==. |
|
|
| replace study=7 if study==6 & condition=="PayBefore" |
| replace study=8 if study==6 & condition=="PayAfter" |
|
|
| |
| g wave1=(study==2 | study==3) |
| g wave2=(study==4) |
| g wave3=(study==6 | study==7 | study==8) |
|
|
| |
| replace professionalscloudresearch=0 if professionalscloudresearch==. |
|
|
| |
| g probabilistic_incentive=1 if incentiveshigh==1 |
| replace probabilistic_incentive=1 if professionals==1 |
| replace probabilistic_incentive=0 if professionals==0 & incentiveshigh==0 |
|
|
| |
|
|
| g locatedus=1 if study>1 |
| replace locatedus=1 if study==1 & prolific==0 |
| replace locatedus=1 if study==1 & prolific==1 & currentcountryofresidence=="United States" |
| replace locatedus=0 if study==1 & prolific==1 & currentcountryofresidence!="United States" |
| drop currentcountryofresidence |
|
|
| |
| g wave="AMT-1" if wave1==1 |
| replace wave="AMT-2" if wave2==1 |
| replace wave="AMT-3" if wave3==1 |
| replace wave="Prolific/CloudResearch" if study==1 |
|
|
| g incentivedesign="0.15" if wave1==1 |
| replace incentivedesign="15 (to 1 out of 100)" if incentiveshigh==1 | wave=="Prolific/CloudResearch" |
| replace incentivedesign="1.50" if Highx10==1 |
| replace incentivedesign="15 (to everyone)" if Highx100==1 |
| replace incentivedesign="0.15" if wave2==1 & incentiveshigh==0 |
| replace incentivedesign="0.15" if wave3==1 & Highx10==0 & Highx100==0 |
|
|
| g year=2019 if wave1==1 |
| replace year=2020 if wave2==1 | wave=="Prolific/CloudResearch" |
| replace year=2021 if wave3==1 |
|
|
|
|
| g treatment=0 if condition=="ChoiceFree" |
| replace treatment=1 if professionals==1 |
| replace treatment=2 if condition=="PayBefore" |
| replace treatment=3 if condition=="PayAfter" |
| gen selfishseeincentivecostly=stdalpha*incentivecostly |
| gen selfishseequalitycostly=stdalpha*qualitycostly |
|
|
| gen committ=1-choicebefore |
|
|
| |
| g professionalsfree=(professionals==1) |
| g seeincentivecostly=condition=="PayBefore" |
| g seequalitycostly=condition=="PayAfter" |
| g incentiveshigh_incentiveleft=incentiveshigh*incentiveleft |
|
|
| |
|
|
| g avoid_incentiveinfo=(chooseblindness==1) |
| replace avoid_incentiveinfo=. if chooseblindness==. |
| gen choiceafter=1-choicebefore |
|
|
| |
| |
| gen getyourchoice=0 |
| replace getyourchoice=1 if choicebefore==1 & getbefore==1 |
| replace getyourchoice=1 if choicebefore==0 & getbefore==0 |
| label var getyourchoice "Random Assignment to Preferred Order" |
|
|
| g choicebefore_getyourchoice=choicebefore*getyourchoice |
| label var choicebefore_getyourchoice "Prefer to See Incentive First X Random Assignment" |
|
|
|
|
| g getbeforenoconflict=getbefore*(1-conflict) |
| g noconflict=1-conflict |
| g choicebeforenoconflict=choicebefore*(1-conflict) |
|
|
| g choicebefore_getbefore=choicebefore*getbefore |
| g choicebefore_getbefore_nocon=choicebefore*getbefore*(1-conflict) |
|
|
| g notgetyourchoice=(1-getyourchoice) |
| g notgetyourchoicenoconflict=(1-getyourchoice)*(1-conflict) |
| g choicebeforenotgetyourchoice=notgetyourchoice*choicebefore |
|
|
| gen choicebeforegetbefore=choicebefore*getbefore |
|
|
| |
| g logsignalhigh=-log(2) |
| g logsignallow=log(3) |
|
|
| g logitbelief=log(belief/(100-belief)) |
|
|
|
|
| g good=0 |
| replace good=logsignallow if incentiveA==1 & signalblue==0 |
| replace good=logsignalhigh if incentiveB==1 & signalblue==1 |
| g bad=0 |
| replace bad=logsignallow if incentiveB==1 & signalblue==0 |
| replace bad=logsignalhigh if incentiveA==1 & signalblue==1 |
|
|
| g goodchoicebefore=good*choicebefore |
| g badchoicebefore=bad*choicebefore |
|
|
| g goodgetyourchoice=good*getyourchoice |
| g badgetyourchoice=bad*getyourchoice |
|
|
| g goodnotgetyourchoice=good*(1-getyourchoice) |
| g badnotgetyourchoice=bad*(1-getyourchoice) |
|
|
| g goodchoicebeforenotgetyourchoice=good*(1-getyourchoice)*choicebefore |
| g badchoicebeforenotgetyourchoice=bad*(1-getyourchoice)*choicebefore |
|
|
| g bayesianposterior=33 if signalblue==1 |
| replace bayesianposterior=75 if signalblue==0 |
|
|
| label var good "Good news (log odds incl.)" |
| label var bad "Bad news (log odds incl.)" |
| label var badchoicebefore "Bad news (log) X Pref Inc 1st" |
| label var goodchoicebefore "Good news (log) X Pref Inc 1st" |
| label var goodgetyourchoice "Good news (log) X Get Choice" |
| label var badgetyourchoice "Bad news (log) X Get Choice" |
| label var goodnotgetyourchoice "Good news (log) X Not Get Choice" |
| label var badnotgetyourchoice "Bad news (log) X Not Get Choice" |
| label var goodchoicebeforenotgetyourchoice "Good news (log) X Prefer Inc 1st X Not Get Choice" |
| label var badchoicebeforenotgetyourchoice "bad news (log) X Prefer Inc 1st X Not Get Choice" |
| label var bayesianposterior "Bayesian Posterior" |
|
|
| g badsignal=0 |
| replace badsignal=1 if incentiveB==1 & signalblue==0 |
| replace badsignal=1 if incentiveA==1 & signalblue==1 |
| |
|
|
| |
| |
| g updatecorrect=(belief<50) if signalblue==1 |
| replace updatecorrect=(belief>50) if signalblue==0 |
|
|
| g updatedirection=1 if signalblue==1 & belief<50 |
| replace updatedirection=1 if signalblue==0 & belief>50 |
| replace updatedirection=0 if belief==50 |
| replace updatedirection=-1 if belief>50 & signalblue==1 |
| replace updatedirection=-1 if belief<50 & signalblue==0 |
|
|
| g updatewrong=(updatedirection==-1) |
|
|
| |
| g beliefdistance=belief-33.3 if signalblue==1 |
| replace beliefdistance=75-belief if signalblue==0 |
|
|
| g relbeliefdistance=(50-belief)/(50-33) if signalblue==1 |
| replace relbeliefdistance=(50-belief)/(50-75) if signalblue==0 |
|
|
| |
| |
|
|
| g correctdirbin=0 |
| replace correctdirbin=1 if signalblue==1 & beliefbin<6 & beliefbin!=. |
| replace correctdirbin=1 if signalblue==0 & beliefbin>4 & beliefbin!=. |
|
|
| |
| g beliefinbin=0 |
| replace beliefinbin=1 if belief<11 & beliefbin==1 |
| replace beliefinbin=1 if belief>10 & belief<21 & beliefbin==2 |
| replace beliefinbin=1 if belief>20 & belief<31 & beliefbin==3 |
| replace beliefinbin=1 if belief>30 & belief<41 & beliefbin==4 |
| replace beliefinbin=1 if belief>40 & belief<51 & beliefbin==5 |
| replace beliefinbin=1 if belief>50 & belief<61 & beliefbin==6 |
| replace beliefinbin=1 if belief>60 & belief<71 & beliefbin==7 |
| replace beliefinbin=1 if belief>70 & belief<81 & beliefbin==8 |
| replace beliefinbin=1 if belief>80 & belief<91 & beliefbin==9 |
| replace beliefinbin=1 if belief>90 & belief!=. & beliefbin==10 |
| replace beliefinbin=. if belief==. | beliefbin==. |
|
|
| |
|
|
| g belief_prior=0 |
| replace belief_prior=1 if beliefbin==5 |
| replace belief_prior=. if beliefbin==. |
|
|
| |
| g belief_prior_continuos=0 |
| replace belief_prior_continuos=1 if belief==50 |
| replace belief_prior_continuos=. if belief==. |
|
|
| drop newid |
|
|
| save "${data}choice_experiments.dta", replace |
|
|
|
|
| |
| |
| clear |
| import excel "${raw}Choice_explanations_deidentified.xlsx", first case(l) |
| save "${data}coding_explanations.dta", replace |
|
|
| u "${data}choice_experiments.dta", clear |
| keep if mturkwave==2 | professionals==1 |
| rename id participant_id |
| g id=shortid |
| bys id: egen countid=count(id) |
| tab countid study |
| drop if alphavaluefinal==. & study!=1 |
|
|
| merge 1:m shortid using "${data}coding_explanations.dta", force |
| rename _merge _mergedecisions |
| keep if _mergedecisions==3 |
| tab countid study if rater==1 |
|
|
| replace condition="ChoiceFree_Professionals" if study==1 |
| egen rowsum=rowtotal(limitbias nomatter commission_expl feeling other) |
|
|
| g mergedcategory=1 if limitbias==1 & rowsum<2 |
| replace mergedcategory=2 if nomatter==1 & rowsum<2 |
| replace mergedcategory=3 if commission_expl==1 & rowsum<2 |
| replace mergedcategory=4 if (feeling==1 | other==1) & (rowsum==1 | rowsum==2) |
| replace mergedcategory=5 if rowsum==0 |
| replace mergedcategory=6 if rowsum>1 & limitbias==1 & nomatter==1 |
| replace mergedcategory=7 if rowsum>1 & limitbias==1 & commission_expl==1 |
| replace mergedcategory=8 if rowsum>1 & limitbias==1 & (feeling==1 | other==1) |
| replace mergedcategory=9 if rowsum>1 & commission_expl==1 & nomatter==1 |
| replace mergedcategory=10 if rowsum>1 & nomatter==1 & (feeling==1 | other==1) |
| replace mergedcategory=11 if rowsum>1 & commission_expl==1 & (feeling==1 | other==1) |
|
|
| g otherreason=(other==1 | feeling==1) |
|
|
| reshape wide limitbias nomatter commission_expl feeling other comments rowsum |
| mergedcategory otherreason, i(shortid) j(rater) |
| |
| g nocategory1=(limitbias1==0 & nomatter1==0 & commission_expl1==0 & otherreason1==0) |
| g nocategory2=(limitbias2==0 & nomatter2==0 & commission_expl2==0 & otherreason2==0) |
| |
| foreach v of newlist limitbias nomatter commission_expl feeling other otherreason nocategory { |
| egen `v'=rowmean(`v'1 `v'2) |
| } |
| egen mergedcategory=rowmean(mergedcategory1 mergedcategory2) |
|
|
| drop shortid |
|
|
| save "${data}Choice_coding_explanations.dta", replace |
|
|
|
|
|
|
| |
| |
| |
|
|
|
|
| |
| clear |
| import delimited "${raw}Stakes_deidentified.csv", varnames(1) |
|
|
| drop if status==1 |
| tab distributionchannel |
| drop if distributionchannel=="preview" |
| tab finished |
| keep if finished==1 |
|
|
| g attentionpassed=attention==3 |
| keep if attentionpassed==1 |
|
|
|
|
| sort newid |
| quietly by newid: gen dup = cond(_N==1,0,_n) |
| tab dup |
| drop if dup!=0 |
|
|
| drop if q_recaptchascore<.50 |
|
|
| g id=_n+50000 |
|
|
|
|
| |
| g condition2=0.30 if condition=="PayBefore_HighCommission" |
| replace condition2=0.15 if condition=="PayBefore_main" |
| replace condition2=0.01 if condition=="PayBeforeLowCommission" |
|
|
| recode choicepaybefore (2=0) |
| recode choicehighcommission (2=0) |
| recode choicelowcommission (2=0) |
|
|
| g choicebefore=choicepaybefore if condition=="PayBefore_main" |
| replace choicebefore=choicehighcommission if condition=="PayBefore_HighCommission" |
| replace choicebefore=choicelowcommission if condition=="PayBeforeLowCommission" |
|
|
| |
| g signalblue=(signal=="Blue") |
|
|
| |
| g beliefbin=q45 |
| g belief=q43 |
|
|
| g beliefcorrect=0 |
| replace beliefcorrect=1 if beliefbin==4 & signalblue==1 |
| replace beliefcorrect=1 if beliefbin==8 & signalblue==0 |
|
|
| |
| g recommendb=(recommendationa==2 | recommendationb==2) |
| g recommenda=1-recommendb |
| g recommendincentive=recommenda if commission=="commissionA" |
| replace recommendincentive=recommendb if commission=="commissionB" |
|
|
|
|
| |
| |
| g conflict=0 |
| replace conflict=1 if signalblue==1 & commission=="commissionA" |
| replace conflict=1 if signalblue==0 & commission=="commissionB" |
|
|
| |
| g getbeforenum=(fl_523_do=="GetBeforeIncentiveforA" | |
| fl_548_do=="GetBeforeIncentiveforA" | |
| fl_657_do=="GetBeforeIncentiveforB" | |
| fl_656_do=="GetBeforeIncentiveforB" ) |
| drop getbefore |
| rename getbeforenum getbefore |
|
|
| destring age, replace |
|
|
| |
| gen female=. |
| replace female=1 if gender==2 |
| replace female=0 if gender==1 |
|
|
| |
| forval i=2(1)5{ |
| recode q8`i' (1=0) (2=1) |
| } |
|
|
| rename q82 alpha1 |
| rename q83 alpha2 |
| rename q84 alpha3 |
| rename q85 alpha4 |
| rename q176 alpha5 |
| recode alpha5 (1=0) (2=1) |
|
|
| egen alphamiss=rowmiss(alpha1 alpha2 alpha3 alpha4) |
| keep if alphamiss==0 |
|
|
| |
| reshape long alpha, i(id) j(number) |
| |
| sort id number |
| g previouschoice=alpha[_n-1] if number>1 |
| g steptob=(alpha-previouschoice) if number>1 |
| bys id: egen sumsteptob=total(steptob) |
|
|
| |
| g alphavalue=0 if sumsteptob==0 & alpha==0 & number==5 |
| replace alphavalue=5 if sumsteptob==0 & alpha==1 & number==5 |
| |
| replace alphavalue=number-1 if sumsteptob==1 & steptob==1 |
|
|
| g inconsistentchoice=(steptob==-1) |
| bys id: egen inconsistentid=total(inconsistentchoice) |
|
|
| bys id: egen alphavaluefinal=total(alphavalue) |
| replace alphavaluefinal=. if inconsistentid>0 |
|
|
| cap drop alphavalue inconsistentchoice previouschoice steptob |
|
|
| reshape wide alpha, i(id) j(number) |
|
|
|
|
| |
| |
| tab alphavaluefinal, m |
| gen selfish=(alphavaluefinal>3) |
| replace selfish=. if alphavaluefinal==. |
| |
| g choice="Stakes" |
|
|
| drop if choicebefore==. |
|
|
| g conditionnum=1 if condition=="PayBeforeLowCommission" |
| replace conditionnum=2 if condition=="PayBefore_main" |
| replace conditionnum=3 if condition=="PayBefore_HighCommission" |
|
|
| keep if conditionnum!=. |
|
|
| label var female "Female" |
| label var age "Age" |
|
|
| replace age=61 if age==611 |
| |
| g commissionlow=conditionnum==1 |
| g commissionintermediate=conditionnum==2 |
| g commissionhigh=conditionnum==3 |
| |
| g noconflict=1-conflict |
| g choicebeforenoconflict=choicebefore*noconflict |
| g incentiveB=commission=="commissionB" |
|
|
| g getyourchoice=0 |
| replace getyourchoice=1 if choicebefore==1 & getbefore==1 |
| replace getyourchoice=1 if choicebefore==0 & getbefore==0 |
|
|
| g notgetyourchoice=1-getyourchoice |
| g choicebeforenotgetyourchoice=choicebefore*notgetyourchoice |
| g notgetyourchoicenoconflict=noconflict*notgetyourchoice |
|
|
| g commissionlowchoicebefore=commissionlow*choicebefore |
| g commissionhighchoicebefore=commissionhigh*choicebefore |
|
|
| egen stdalpha=std(alphavaluefinal) |
|
|
|
|
| drop responseid newid |
| drop distributionchannel userlanguage |
| drop fl_17_do fl_481_do fl_523_do fl_528_do fl_548_do fl_555_do fl_563_do fl_657_do fl_629_do fl_656_do fl_642_do |
|
|
|
|
| save "${data}stakes.dta", replace |
|
|
|
|
| |
| |
| |
|
|
| |
|
|
| |
| clear |
| import delimited "${raw}InformationArchitect_deidentified.csv", varnames(1) |
|
|
|
|
| drop if status==1 |
| tab distributionchannel |
| drop if distributionchannel=="preview" |
| tab finished |
| keep if finished==1 |
|
|
|
|
| sort newid |
| quietly by newid: gen dup = cond(_N==1,0,_n) |
| tab dup |
| drop if dup!=0 |
|
|
| drop if q_recaptchascore<.50 |
|
|
|
|
| gen attentionpassed=. |
| replace attentionpassed=1 if attention==3 |
| replace attentionpassed=0 if attention==1 | attention==2 | attention==4 |
| tab attentionpassed |
| |
|
|
|
|
| drop if attentionpassed!=1 |
| sort startdate |
| gen id=_n+70000 |
|
|
| |
| replace condition="IA-Advisor" if condition=="DM-Advisor" |
| replace condition="IA-Client" if condition=="DM-Client" |
|
|
|
|
| |
| gen female=. |
| replace female=1 if gender==2 |
| replace female=0 if gender==1 |
|
|
| |
| destring age, replace |
|
|
| gen choicebefore=0 |
| replace choicebefore=1 if condition=="IA-Advisor" & choicedmadvisor==1 |
| replace choicebefore=1 if condition=="IA-Client" & choicedmclient==1 |
|
|
| |
|
|
|
|
| forval i=1(1)5{ |
| recode alpha`i' (1=0) (2=1) |
| } |
|
|
| egen alphamiss=rowmiss(alpha1 alpha2 alpha3 alpha4) |
| keep if alphamiss==0 |
|
|
| reshape long alpha, i(id) j(number) |
|
|
|
|
| sort id number |
| g previouschoice=alpha[_n-1] if number>1 |
| g steptob=(alpha-previouschoice) if number>1 |
| bys id: egen sumsteptob=total(steptob) |
|
|
| g alphavalue=0 if sumsteptob==0 & alpha==0 & number==5 |
| replace alphavalue=5 if sumsteptob==0 & alpha==1 & number==5 |
| replace alphavalue=number-1 if sumsteptob==1 & steptob==1 |
|
|
| g inconsistentchoice=(steptob==-1) |
| bys id: egen inconsistentid=total(inconsistentchoice) |
|
|
| bys id: egen alphavaluefinal=total(alphavalue) |
| replace alphavaluefinal=. if inconsistentid>0 |
| |
| cap drop alphavalue inconsistentchoice previouschoice steptob |
|
|
| reshape wide alpha, i(id) j(number) |
| |
| gen study=9 |
|
|
| sort choicebefore alphavaluefinal |
| gen missingalpha=0 |
| replace missingalpha=1 if alphavaluefinal==. |
| sort missingalpha choicebefore |
| gen id_pair=_n |
|
|
|
|
| gen IAAdvisor=(condition=="IA-Advisor") |
| gen IAClient=(condition=="IA-Client") |
|
|
| drop newid |
|
|
| save "${data}InformationArchitect.dta", replace |
|
|
| |
|
|
| |
| clear |
| import delimited "${raw}InformationArchitect_Advisor_deidentified.csv", varnames(1) |
|
|
|
|
| drop if status==1 |
| tab distributionchannel |
| drop if distributionchannel=="preview" |
| tab finished |
| keep if finished==1 |
|
|
|
|
| |
| gen female=. |
| replace female=1 if gender==2 |
| replace female=0 if gender==1 |
|
|
| |
| destring age, replace |
|
|
| |
| gen signalblue=. |
| replace signalblue=1 if fl_211_do=="Signal_blue2" |
| replace signalblue=0 if fl_211_do=="Signal_red0" |
| replace signalblue=1 if fl_221_do=="Signal_blue2" |
| replace signalblue=0 if fl_221_do=="Signal_red0" |
| replace signalblue=1 if fl_229_do=="Signal_blue2" |
| replace signalblue=0 if fl_229_do=="Signal_red0" |
| replace signalblue=1 if fl_127_do=="Signal_blue2" |
| replace signalblue=0 if fl_127_do=="Signal_red0" |
|
|
| |
| g beliefcorrect=0 |
| replace beliefcorrect=1 if beliefbin==4 & signalblue==1 |
| replace beliefcorrect=1 if beliefbin==8 & signalblue==0 |
|
|
| |
| g recommendb=(recommendationa==2 | recommendationb==2) |
|
|
| |
| gen conflict=0 |
| replace conflict=1 if condition=="AfterA" & signalblue==1 |
| replace conflict=1 if condition=="AfterB" & signalblue==0 |
| replace conflict=1 if condition=="BeforeA" & signalblue==1 |
| replace conflict=1 if condition=="BeforeB" & signalblue==0 |
|
|
| |
| gen id_advisor=_n+75000 |
|
|
|
|
| |
| forval i=1(1)5{ |
| recode alpha`i' (1=0) (2=1) |
| } |
|
|
|
|
| reshape long alpha, i(id_advisor) j(number) |
| |
| sort id_advisor number |
| g previouschoice=alpha[_n-1] if number>1 |
|
|
| g steptob=(alpha-previouschoice) if number>1 |
| bys id_advisor: egen sumsteptob=total(steptob) |
| |
| |
| g alphavalue=0 if sumsteptob==0 & alpha==0 & number==5 |
| replace alphavalue=5 if sumsteptob==0 & alpha==1 & number==5 |
| |
| replace alphavalue=number-1 if sumsteptob==1 & steptob==1 |
|
|
| g inconsistentchoice=(steptob==-1) |
| bys id_advisor: egen inconsistentid=total(inconsistentchoice) |
|
|
| bys id_advisor: egen alphavaluefinal=total(alphavalue) |
| replace alphavaluefinal=. if inconsistentid>0 |
| |
| cap drop alphavalue inconsistentchoice previouschoice steptob |
|
|
| reshape wide alpha, i(id_advisor) j(number) |
| |
| gen study=9 |
|
|
| tab conflict |
|
|
| |
| gen recommendincentive=0 |
| replace recommendincentive=1 if (condition=="AfterA" | condition=="BeforeA" ) & recommendb==0 |
| replace recommendincentive=1 if (condition=="AfterB" | condition=="BeforeB" ) & recommendb==1 |
|
|
| gen treatment=0 |
| replace treatment =1 if condition=="BeforeA" | condition=="BeforeB" |
| replace treatment =2 if condition=="AfterA" | condition=="AfterB" |
|
|
| gen incentiveforA=. |
| replace incentiveforA=1 if (condition=="AfterA" | condition=="BeforeA" ) |
| replace incentiveforA=0 if (condition=="AfterB" | condition=="BeforeB" ) |
|
|
| gen incentiveB=1-incentiveforA |
|
|
| drop newid |
|
|
| save "${data}InformationArchitect_advisors.dta", replace |
|
|
|
|
| |
| |
| |
| |
| |
| |
|
|
| clear |
| import delimited "${raw}NoChoiceSimoultaneous_deidentified.csv", varnames(1) |
|
|
|
|
| drop if status==1 |
| |
| tab distributionchannel |
| drop if distributionchannel=="preview" |
| tab finished |
| keep if finished==1 |
|
|
|
|
| sort newid |
| quietly by newid: gen dup = cond(_N==1,0,_n) |
| tab dup |
| drop if dup!=0 |
|
|
| rename q32 attention |
|
|
| g attentionpassed=attention==3 |
| keep if attentionpassed==1 |
|
|
|
|
| tab q_recaptchascore |
| drop if q_recaptchascore<.5 |
|
|
|
|
| sort startdate |
| gen id=_n + 80000 |
|
|
|
|
| |
| g beliefbin=q45 |
| g beliefnum=q43 |
|
|
| |
| gen female=. |
| replace female=1 if gender==2 |
| replace female=0 if gender==1 |
|
|
|
|
|
|
| gen treatment=0 |
| replace treatment =1 if condition=="BeforeA" | condition=="BeforeB" |
| replace treatment =2 if condition=="AfterA" | condition=="AfterB" |
| replace treatment =3 if condition=="TogetherA" | condition=="TogetherB" |
|
|
|
|
| g recommendb=(recommendationa==2 | recommendationb==2) |
|
|
|
|
| gen signalblue=. |
| replace signalblue=1 if fl_259_do=="All-Signalblue-incentiveA" |
| replace signalblue=0 if fl_259_do=="All-Signalred-incentiveA" |
| replace signalblue=0 if fl_268_do=="All-Signalred-incentiveB" |
| replace signalblue=1 if fl_268_do=="All-Signalblue-incentiveB" |
| replace signalblue=1 if fl_211_do=="Signal_blue2" |
| replace signalblue=0 if fl_211_do=="Signal_red0" |
| replace signalblue=1 if fl_221_do=="Signal_blue2" |
| replace signalblue=0 if fl_221_do=="Signal_red0" |
| replace signalblue=1 if fl_229_do=="Signal_blue2" |
| replace signalblue=0 if fl_229_do=="Signal_red0" |
| replace signalblue=1 if fl_127_do=="Signal_blue2" |
| replace signalblue=0 if fl_127_do=="Signal_red0" |
|
|
| gen conflict=0 |
| replace conflict=1 if cond=="AfterA" & signalblue==1 |
| replace conflict=1 if cond=="AfterB" & signalblue==0 |
| replace conflict=1 if cond=="BeforeA" & signalblue==1 |
| replace conflict=1 if cond=="BeforeB" & signalblue==0 |
| replace conflict=1 if cond=="TogetherA" & signalblue==1 |
| replace conflict=1 if cond=="TogetherB" & signalblue==0 |
|
|
|
|
| tab conflict |
|
|
| gen recommendincentive=0 |
| replace recommendincentive=1 if (cond=="AfterA" | cond=="BeforeA" | cond=="TogetherA") & recommendb==0 |
| replace recommendincentive=1 if (cond=="AfterB" | cond=="BeforeB" | cond=="TogetherB") & recommendb==1 |
|
|
| gen incentiveforA=. |
| replace incentiveforA=1 if (cond=="AfterA" | cond=="BeforeA" | cond=="TogetherA") |
| replace incentiveforA=0 if (cond=="AfterB" | cond=="BeforeB" | cond=="TogetherB") |
|
|
| gen incentiveB=1-incentiveforA |
|
|
| |
| forval i=2(1)5{ |
| recode q8`i' (1=0) (2=1) |
| } |
|
|
| rename q82 alpha1 |
| rename q83 alpha2 |
| rename q84 alpha3 |
| rename q85 alpha4 |
| rename q176 alpha5 |
| recode alpha5 (1=0) (2=1) |
|
|
| egen alphamiss=rowmiss(alpha1 alpha2 alpha3 alpha4) |
| tab alphamiss |
|
|
| |
|
|
| |
| keep if alphamiss==0 |
|
|
| |
| reshape long alpha, i(id) j(number) |
| |
| sort id number |
| g previouschoice=alpha[_n-1] if number>1 |
| g steptob=(alpha-previouschoice) if number>1 |
| bys id: egen sumsteptob=total(steptob) |
|
|
| |
| g alphavalue=0 if sumsteptob==0 & alpha==0 & number==5 |
| replace alphavalue=5 if sumsteptob==0 & alpha==1 & number==5 |
| |
| replace alphavalue=number-1 if sumsteptob==1 & steptob==1 |
|
|
| g inconsistentchoice=(steptob==-1) |
| bys id: egen inconsistentid=total(inconsistentchoice) |
|
|
| bys id: egen alphavaluefinal=total(alphavalue) |
| replace alphavaluefinal=. if inconsistentid>0 |
|
|
| tab alphavaluefinal, m |
| cap drop alphavalue inconsistentchoice previouschoice steptob |
| reshape wide alpha, i(id) j(number) |
|
|
| |
| tab alphavaluefinal if treatment!=., m |
|
|
|
|
| gen seeincentivefirst=(treatment==1) |
|
|
| gen Together=(treatment==3) |
|
|
| gen noconflict=1-conflict |
|
|
| gen wave=2 |
|
|
|
|
| gen missingalpha=(alphavaluefinal==.) |
|
|
| drop responseid newid shortid |
|
|
| save "${data}NoChoiceSimoultaneous.dta", replace |
|
|
| |
| |
| |
| |
|
|
| clear |
| import delimited "${raw}ChoiceDeterministic_deidentified.csv", varnames(1) |
|
|
|
|
| drop if status==1 |
| tab distributionchannel |
| drop if distributionchannel=="preview" |
| tab finished |
| keep if finished==1 |
|
|
|
|
| sort newid |
| quietly by newid: gen dup = cond(_N==1,0,_n) |
| tab dup |
| drop if dup!=0 |
|
|
| drop if q_recaptchascore<.50 |
|
|
|
|
| g id=_n + 90000 |
| tab attention, m |
| g attentionpassed=attention==3 |
|
|
| tab attentionpassed |
| |
| drop if attentionpassed!=1 |
|
|
|
|
| tab belief |
| replace belief=belief*100 if belief<1 |
|
|
| |
|
|
| g recommendb=. |
| replace recommendb=1 if recommendationb==2 |
| replace recommendb=0 if recommendationb==1 |
|
|
| replace recommendb=1 if recommendationa==2 |
| replace recommendb=0 if recommendationa==1 |
|
|
|
|
| g recommenda=1-recommendb |
|
|
|
|
| |
| g incentiveB=. |
| replace incentiveB=1 if commission=="commissionB" |
| replace incentiveB=0 if commission=="commissionA" |
|
|
| g incentiveA=. |
| replace incentiveA=1 if commission=="commissionA" |
| replace incentiveA=0 if commission=="commissionB" |
|
|
|
|
| |
| g getafter=(getbefore=="GetAfter") |
| cap drop getbefore |
| g getbefore=1-getafter |
|
|
|
|
|
|
| |
| g signalblue=. |
| replace signalblue=1 if fl_528_do=="Signal_blue2" |
| replace signalblue=1 if fl_1034_do=="Signal_blue2" |
| replace signalblue=1 if fl_555_do=="Signal_blue2" |
| replace signalblue=1 if fl_1047_do=="Signal_blue2" |
| replace signalblue=1 if fl_629_do=="Signal_blue2" |
| replace signalblue=1 if fl_642_do=="Signal_blue2" |
| replace signalblue=1 if fl_1060_do=="Signal_blue2" |
| replace signalblue=1 if fl_1073_do=="Signal_blue2" |
|
|
| replace signalblue=0 if fl_528_do=="Signal_red0" |
| replace signalblue=0 if fl_555_do=="Signal_red0" |
| replace signalblue=0 if fl_1047_do=="Signal_red0" |
| replace signalblue=0 if fl_1034_do=="Signal_red0" |
| replace signalblue=0 if fl_629_do=="Signal_red0" |
| replace signalblue=0 if fl_642_do=="Signal_red0" |
| replace signalblue=0 if fl_1060_do=="Signal_red0" |
| replace signalblue=0 if fl_1073_do=="Signal_red0" |
| drop if signalblue==. |
|
|
| g conflict=. |
| replace conflict=1 if signalblue==0 & commission=="commissionB" |
| replace conflict=0 if signalblue==1 & commission=="commissionB" |
| replace conflict=1 if signalblue==1 & commission=="commissionA" |
| replace conflict=0 if signalblue==0 & commission=="commissionA" |
| |
|
|
| tab commission |
| g recommendincentive=recommendb if commission=="commissionB" |
| replace recommendincentive=recommenda if commission=="commissionA" |
|
|
|
|
| gen choicebefore=. |
| replace choicebefore=1 if choicefree==1 |
| replace choicebefore=0 if choicefree==2 |
|
|
|
|
|
|
| |
| gen female=. |
| replace female=1 if gender==2 |
| replace female=0 if gender==1 |
|
|
|
|
| |
| forval i=1(1)5{ |
| recode alpha`i' (1=0) (2=1) |
| } |
|
|
| egen alphamiss=rowmiss(alpha1 alpha2 alpha3 alpha4) |
| keep if alphamiss==0 |
|
|
| g sample="MTurk" |
| rename q211 explanationchoice |
| gen costlydemand=0 |
|
|
|
|
| reshape long alpha, i(id) j(number) |
| |
| sort id number |
| g previouschoice=alpha[_n-1] if number>1 |
| g steptob=(alpha-previouschoice) if number>1 |
| bys id: egen sumsteptob=total(steptob) |
|
|
| |
| g alphavalue=0 if sumsteptob==0 & alpha==0 & number==5 |
| replace alphavalue=5 if sumsteptob==0 & alpha==1 & number==5 |
| |
| replace alphavalue=number-1 if sumsteptob==1 & steptob==1 |
|
|
| g inconsistentchoice=(steptob==-1) |
| bys id: egen inconsistentid=total(inconsistentchoice) |
|
|
| bys id: egen alphavaluefinal=total(alphavalue) |
| replace alphavaluefinal=. if inconsistentid>0 |
|
|
| tab alphavaluefinal, m |
| cap drop alphavalue inconsistentchoice previouschoice steptob |
| reshape wide alpha, i(id) j(number) |
|
|
| |
| tab alphavaluefinal, m |
|
|
|
|
| gen Deterministic=(condition=="ChoiceFree_Deterministic") |
|
|
| egen stdalpha=std(alphavaluefinal) |
|
|
| |
| g getbefore_Deterministic=getbefore*Deterministic |
| label var getbefore_Deterministic "Get Before X Deterministic" |
|
|
| gen Not_getyourchoice=0 |
| replace Not_getyourchoice=1 if choicebefore==1 & getbefore==0 |
| replace Not_getyourchoice=1 if choicebefore==0 & getbefore==1 |
| gen getyourchoice=1-Not_getyourchoice |
|
|
| gen choicebefore_Notgetyourchoice=choicebefore*Not_getyourchoice |
| gen noconflict=1-conflict |
| gen noconflict_choicebefore=noconflict*choicebefore |
| gen noconflict_Notgetyourchoice=noconflict*Not_getyourchoice |
|
|
| gen choicebefore_Deterministic=choicebefore*Deterministic |
| gen choicebefore_getyourchoiceDet=choicebefore*getyourchoice*Deterministic |
| gen choicebefore_noconflict=choicebefore*noconflict |
| gen Deterministic_noconflict=Deterministic*noconflict |
| gen Deterministic_choicebeforeNocon=Deterministic*noconflict*choicebefore |
|
|
| label var getyourchoice "Random Assignment to Preferred Order" |
| label var choicebefore_getyourchoice "Prefer to See Incentive First X Random Assignment" |
|
|
| gen getyourchoice_Det=getyourchoice*Deterministic |
|
|
| drop responseid newid shortid dup |
| drop fl_728_do fl_17_do fl_481_do fl_523_do fl_528_do fl_1034_do fl_548_do fl_555_do fl_1047_do fl_563_do fl_657_do fl_629_do fl_1060_do fl_656_do fl_642_do fl_1073_do |
| save "${data}Choice_Deterministic.dta", replace |
|
|
| |
| |
| |
| clear |
| import excel "${raw}predictions_explanations_coded_deidentified.xlsx", firstrow |
| save "${data}predictions_explanations_coded.dta", replace |
|
|
| clear |
| import excel "${raw}predictions_deidentified.xlsx", firstrow |
|
|
|
|
| drop if _n<3 |
| drop if status==1 |
| drop if q_relevantidduplicate==1 |
| drop if q_relevantidfraudscore!=0 |
|
|
| destring predictbeforered_es_1 predictafterred_es_1 predictbeforeblue_es_1 predictafterblue_es_1, force replace |
|
|
| g predictbeforered1=predictbeforered_es_1 |
| g predictafterred1=predictafterred_es_1 |
| g predictbeforeblue1=predictbeforeblue_es_1 |
| g predictafterblue1=predictafterblue_es_1 |
| g gapred=predictbeforered1-58 if predictbeforered1!=. |
| replace gapred=68-predictafterred1 if predictafterred1!=. |
| g gapblue=predictbeforeblue1-75 if predictbeforeblue1!=. |
| replace gapblue=86-predictafterblue1 if predictafterblue1!=. |
|
|
| g gap=gapred if gapred!=. |
| replace gap=gapblue if gapblue!=. |
|
|
| g choice="Predictions" |
|
|
| tab gap |
| drop if gap==. |
|
|
| merge 1:1 shortid using "${data}predictions_explanations_coded.dta" |
|
|
|
|
| g attentivenum=attentive=="YES" |
| tab attentivenum |
| keep if attentivenum==1 |
|
|
| tab gender |
| destring age, force replace |
| tabstat age |
|
|
|
|
| replace gap=gap/100 |
| replace gapred=gapred/100 |
| replace gapblue=gapblue/100 |
| |
| egen meangap=mean(gap) |
| egen sdgap=sd(gap) |
| egen ngap=count(gap) |
|
|
| g logap = meangap - sdgap/(sqrt(ngap)) |
| g higap = meangap + sdgap/(sqrt(ngap)) |
|
|
|
|
| g predicteddirection=predictafterred if predictafterred!=. |
| replace predicteddirection=predictbeforered if predictbeforered!=. |
| replace predicteddirection=predictafterblue if predictafterblue!=. |
| replace predicteddirection=predictbeforeblue if predictbeforeblue!=. |
|
|
|
|
| g before=1 if predictbeforered!=. | predictbeforeblue!=. |
| replace before=0 if predictafterred!=. | predictafterblue!=. |
|
|
| g predictcorrect=1 if (predicteddirection==1 & before==0) | (predicteddirection==3 & before==1) |
| replace predictcorrect=0 if (predicteddirection==2 & before==0) | (predicteddirection==2 & before==1) |
| replace predictcorrect=-1 if (predicteddirection==3 & before==0) | (predicteddirection==1 & before==1) |
|
|
| drop _merge responseid |
| save "${data}predictionsstudy.dta", replace |
|
|
| |
| |
| |
|
|
| |
| clear |
| import delimited using "${raw}Clients/Clients_Main_deidentified.csv", varnames(1) |
|
|
| gen follow=. |
| replace follow=1 if client_choiceb==1 & advisor_recommendb==1 |
| replace follow=1 if client_choiceb==0 & advisor_recommendb==0 |
| replace follow=0 if client_choiceb==0 & advisor_recommendb==1 |
| replace follow=0 if client_choiceb==1 & advisor_recommendb==0 |
|
|
| save "${data}Clients_Main.dta", replace |
|
|
|
|
| |
|
|
| clear |
| import delimited using "${raw}Clients/Clients_MPL_deidentified.csv", varnames(1) |
|
|
| gen follow=. |
| replace follow=1 if advisor_recommends_producty==1 & client_choicey==1 |
| replace follow=1 if advisor_recommends_producty==0 & client_choicey==0 |
| replace follow=0 if advisor_recommends_producty==0 & client_choicey==1 |
| replace follow=0 if advisor_recommends_producty==1 & client_choicey==0 |
|
|
| save "${data}Clients_MPL.dta", replace |
|
|
| |
|
|
| clear |
| import delimited using "${raw}Clients/Clients_Blinding_deidentified.csv", varnames(1) |
|
|
|
|
| gen follow=. |
| replace follow=1 if recommendation_infoavoidance==1 & choice1==1 |
| replace follow=1 if recommendation_infoavoidance==0 & choice1==0 |
| replace follow=0 if recommendation_infoavoidance==0 & choice1==1 |
| replace follow=0 if recommendation_infoavoidance==1 & choice1==0 |
|
|
| save "${data}Clients_Blinding.dta", replace |
|
|
| |
| clear |
| import delimited using "${raw}Clients/Clients_InfoArchitectsMain_deidentified.csv", varnames(1) |
|
|
| gen follow=. |
| replace follow=1 if client_choiceb==1 & advisor_recommendb==1 |
| replace follow=1 if client_choiceb==0 & advisor_recommendb==0 |
| replace follow=0 if client_choiceb==0 & advisor_recommendb==1 |
| replace follow=0 if client_choiceb==1 & advisor_recommendb==0 |
|
|
| save "${data}Clients_InfoArchitectsMain.dta", replace |
|
|
| |
|
|
| clear |
| import delimited using "${raw}Clients/Clients_IAAdvisors_MPL_deidentified.csv", varnames(1) |
|
|
|
|
| gen follow=. |
| replace follow=1 if advisor_recommends_producty==1 & client_choicey==1 |
| replace follow=1 if advisor_recommends_producty==0 & client_choicey==0 |
| replace follow=0 if advisor_recommends_producty==0 & client_choicey==1 |
| replace follow=0 if advisor_recommends_producty==1 & client_choicey==0 |
|
|
| save "${data}Clients_IAAdvisors_MPL.dta", replace |
|
|
| |
| clear |
| import delimited using "${raw}Clients/Clients_IAInfoArchitects_MPL_deidentified.csv", varnames(1) |
|
|
|
|
| gen follow=. |
| replace follow=1 if advisor_recommends_producty==1 & client_choicey==1 |
| replace follow=1 if advisor_recommends_producty==0 & client_choicey==0 |
| replace follow=0 if advisor_recommends_producty==0 & client_choicey==1 |
| replace follow=0 if advisor_recommends_producty==1 & client_choicey==0 |
|
|
| save "${data}Clients_IAInfoArchitects_MPL.dta", replace |
|
|
|
|
| |
|
|
| clear |
| import delimited using "${raw}Clients/Clients_NoChoiceSimultaneousMain_deidentified.csv", varnames(1) |
|
|
| gen follow=. |
| replace follow=1 if advisor_recommendb==1 & client_choiceb==1 |
| replace follow=1 if advisor_recommendb==0 & client_choiceb==0 |
| replace follow=0 if advisor_recommendb==0 & client_choiceb==1 |
| replace follow=0 if advisor_recommendb==1 & client_choiceb==0 |
|
|
| save "${data}Clients_NoChoiceSimultaneousMain.dta", replace |
|
|
|
|
| |
|
|
| clear |
| import delimited using "${raw}Clients/Clients_NoChoiceSimultaneousMPL_deidentified.csv", varnames(1) |
|
|
|
|
| gen follow=. |
| replace follow=1 if advisor_recommends_producty==1 & client_choicey==1 |
| replace follow=1 if advisor_recommends_producty==0 & client_choicey==0 |
| replace follow=0 if advisor_recommends_producty==0 & client_choicey==1 |
| replace follow=0 if advisor_recommends_producty==1 & client_choicey==0 |
|
|
| save "${data}Clients_NoChoiceSimultaneousMPL.dta", replace |
|
|
| |
| clear |
| import delimited using "${raw}Clients/Clients_ChoiceDeterministic_Main_deidentified.csv", varnames(1) |
| gen follow=. |
| replace follow=1 if advisor_recommendb==1 & client_choiceb==1 |
| replace follow=1 if advisor_recommendb==0 & client_choiceb==0 |
| replace follow=0 if advisor_recommendb==0 & client_choiceb==1 |
| replace follow=0 if advisor_recommendb==1 & client_choiceb==0 |
|
|
| save "${data}Clients_ChoiceDeterministic_Main.dta", replace |
|
|
| |
|
|
|
|
| clear |
| import delimited using "${raw}Clients/Clients_ChoiceDeterministic_MPL_deidentified.csv", varnames(1) |
|
|
|
|
| gen follow=. |
| replace follow=1 if advisor_recommends_producty==1 & client_choicey==1 |
| replace follow=1 if advisor_recommends_producty==0 & client_choicey==0 |
| replace follow=0 if advisor_recommends_producty==0 & client_choicey==1 |
| replace follow=0 if advisor_recommends_producty==1 & client_choicey==0 |
|
|
| save "${data}Clients_ChoiceDeterministic_MPL.dta", replace |
|
|
| |
| rm "${data}choice1.dta" |
| rm "${data}choice2.dta" |
| rm "${data}choice3.dta" |
| rm "${data}professionals_prolific.dta" |
| rm "${data}coding_explanations.dta" |
|
|
