Using survey questions to measure preferences: Lessons from an experimental validation in Kenya (doi:10.7910/DVN/M1ITQ1)

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Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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Document Description
Citation
Title:	Using survey questions to measure preferences: Lessons from an experimental validation in Kenya
Identification Number:	doi:10.7910/DVN/M1ITQ1
Distributor:	Harvard Dataverse
Date of Distribution:	2020-09-02
Version:	1
Bibliographic Citation:	Bauer, Michal; Chytilova, Julie; Miguel, Edward, 2020, "Using survey questions to measure preferences: Lessons from an experimental validation in Kenya", https://doi.org/10.7910/DVN/M1ITQ1, Harvard Dataverse, V1, UNF:6:OeWfpn+fKKNpfK7p5ufKyA== [fileUNF]
Study Description
Citation
Title:	Using survey questions to measure preferences: Lessons from an experimental validation in Kenya
Identification Number:	doi:10.7910/DVN/M1ITQ1
Authoring Entity:	Bauer, Michal
	Chytilova, Julie
	Miguel, Edward (University of California Berkeley)
Distributor:	Harvard Dataverse
Access Authority:	Miguel, Edward
Depositor:	Miguel, Edward
Date of Deposit:	2020-09-02
Holdings Information:	https://doi.org/10.7910/DVN/M1ITQ1
Study Scope
Keywords:	Social Sciences, preference measurement, survey, validation, experiment
Abstract:	Can a short survey instrument reliably measure a range of fundamental economic preferences across diverse settings? We focus on survey questions that systematically predict behavior in incentivized experimental tasks among German university students (Becker et al. 2016) and were implemented among representative samples across the globe (Falk et al. 2018). This paper presents results of an experimental validation conducted among low-income individuals in Nairobi, Kenya. We find that quantitative survey measures – hypothetical versions of experimental tasks – of time preference, attitude to risk and altruism are good predictors of choices in incentivized experiments, suggesting these measures are broadly experimentally valid. At the same time, we find that qualitative questions – self-assessments – do not correlate with the experimental measures of preferences in the Kenyan sample. Thus, caution is needed before treating self-assessments as proxies of preferences in new contexts.
Methodology and Processing
Sources Statement
Data Access
Notes:	<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>
Other Study Description Materials
Related Publications
Citation
Title:	Bauer, Michal, Julie Chytilova, and Edward Miguel. (2020). "Using survey questions to measure preferences: Lessons from an experimental validation in Kenya", forthcoming European Economic Review.
Identification Number:	https://doi.org/10.1016/j.euroecorev.2020.103493
Bibliographic Citation:	Bauer, Michal, Julie Chytilova, and Edward Miguel. (2020). "Using survey questions to measure preferences: Lessons from an experimental validation in Kenya", forthcoming European Economic Review.
File Description--f4055563
File: Validation_Dataset.tab
	Number of cases: 123 No. of variables per record: 232 Type of File: text/tab-separated-values
Notes:	UNF:6:OeWfpn+fKKNpfK7p5ufKyA==
Variable Description
List of Variables:	survey_id e_week - Exp_week (week of experiment) e_order - Exp_Order_Type e_time_comprehen1 - 1 if participant chose a correct answer (600) e_time_comprehen2 - 1 if participant chose a correct answer (810) e_time_cq - Time preference (experiment, understanding) e_time_q1 - Exp_Time.1.player.decision1 e_time_q2 - Exp_Time.1.player.decision2 e_time_q3 - Exp_Time.1.player.decision3 e_time_q4 - Exp_Time.1.player.decision4 e_time_q5 - Exp_Time.1.player.decision5 e_time_q6 - Exp_Time.1.player.decision6 e_time_q7 - Exp_Time.1.player.decision7 e_time_q8 - Exp_Time.1.player.decision8 e_time_q9 - Exp_Time.1.player.decision9 e_time_q10 - Exp_Time.1.player.decision10 e_time_q11 - Exp_Time.1.player.decision11 e_time_q12 - Exp_Time.1.player.decision12 e_time_q13 - Exp_Time.1.player.decision13 e_time_q14 - Exp_Time.1.player.decision14 e_time_q15 - Exp_Time.1.player.decision15 e_time_q16 - Exp_Time.1.player.decision16 e_time_q17 - Exp_Time.1.player.decision17 e_time_q18 - Exp_Time.1.player.decision18 e_time_q19 - Exp_Time.1.player.decision19 e_time_q20 - Exp_Time.1.player.decision20 e_time_q21 - Exp_Time.1.player.decision21 e_time_q22 - Exp_Time.1.player.decision22 e_time_q23 - Exp_Time.1.player.decision23 e_time_q24 - Exp_Time.1.player.decision24 e_time_q25 - Exp_Time.1.player.decision25 e_time_incons - Time preference (experiment, # of inconsistencies) e_time - Time preference (experiment, switching row) std_e_time - Standardized values of (e_time) e_risk_comprehen1 - 1 if participant chose a correct answer (2000) e_risk_comprehen2 - 1 if participant chose a correct answer (0) e_risk_comprehen3 - 1 if participant chose a correct answer (equally likely) e_risk_cq - Risk preference (experiment, understanding) e_risk_q1 - Exp_Risk.1.player.decision1 e_risk_q2 - Exp_Risk.1.player.decision2 e_risk_q3 - Exp_Risk.1.player.decision3 e_risk_q4 - Exp_Risk.1.player.decision4 e_risk_q5 - Exp_Risk.1.player.decision5 e_risk_q6 - Exp_Risk.1.player.decision6 e_risk_q7 - Exp_Risk.1.player.decision7 e_risk_q8 - Exp_Risk.1.player.decision8 e_risk_q9 - Exp_Risk.1.player.decision9 e_risk_q10 - Exp_Risk.1.player.decision10 e_risk_q11 - Exp_Risk.1.player.decision11 e_risk_q12 - Exp_Risk.1.player.decision12 e_risk_q13 - Exp_Risk.1.player.decision13 e_risk_q14 - Exp_Risk.1.player.decision14 e_risk_q15 - Exp_Risk.1.player.decision15 e_risk_q16 - Exp_Risk.1.player.decision16 e_risk_q17 - Exp_Risk.1.player.decision17 e_risk_q18 - Exp_Risk.1.player.decision18 e_risk_q19 - Exp_Risk.1.player.decision19 e_risk_q20 - Exp_Risk.1.player.decision20 e_risk_q21 - Exp_Risk.1.player.decision21 e_risk_incons - Risk preference (experiment, # of inconsistencies) e_risk - Risk preference (experiment, switching row) std_e_risk - Standardized values of (e_risk) e_ambig_comprehen1 - 1 if participant chose a correct answer (1000) e_ambig_comprehen2 - 1 if participant chose a correct answer (0) e_ambig_comprehen3 - 1 if participant chose a correct answer (1000) e_ambig_comprehen4 - 1 if participant chose a correct answer (0) e_ambig_cq - Ambiguity aversion (experiment, understanding) e_ambig - Ambiguity aversion (exp, dummy) std_e_ambig - Standardized values of (e_ambig) e_prosocial_gen - Generalized altruism (exp) std_e_prosocial_gen - Standardized values of (e_prosocial_gen) e_prosocial_in - In-group altruism (exp) std_e_prosocial_in - Standardized values of (e_prosocial_in) e_prosocial_out - Out-group altruism (exp) std_e_prosocial_out - Standardized values of (e_prosocial_out) e_antisocial_comprehen1_gen - 1 if participant chose a correct answer (1000) e_antisocial_comprehen2_gen - 1 if participant chose a correct answer (1000) e_antisocial_comprehen3_gen - 1 if participant chose a correct answer (980) e_antisocial_comprehen4_gen - 1 if participant chose a correct answer (500) e_antisocial_cq - Antisocial (experiment, understanding) e_antisocial_gen - Generalized antisocial (exp, d) std_e_antisocial_gen - Standardized values of (e_antisocial_gen) e_antisocial_in - In-group antisocial (exp, d) std_e_antisocial_in - Standardized values of (e_antisocial_in) e_antisocial_out - Out-group antisocial (exp, d) std_e_antisocial_out - Standardized values of (e_antisocial_out) e_reciprocity - Reciprocity (exp, amount given to PA) std_e_reciprocity - Standardized values of (e_reciprocity) e_reciprocity2 - Reciprocity (exp, dif. in amount given to PA and PB) std_e_reciprocity2 - Standardized values of (e_reciprocity2) e_alphab_week1 - Exp_Tasks_End.1.player.alphabets_week_1 e_alphab_week2 - Exp_Tasks_End.1.player.alphabets_week_2 e_birthyear - Exp_Tasks_End.1.player.year_of_birth e_gender - Exp_Tasks_End.1.player.gender e_education - Exp_Tasks_End.1.player.highest_level_of_education e_marit_status - Exp_Tasks_End.1.player.marital_status e_children - Exp_Tasks_End.1.player.biological_children e_mother_tongue - Exp_Tasks_End.1.player.mother_tongue e_other_mother_tongue - Exp_Tasks_End.1.player.mother_tongue_other s_week - Survey week s_risk_qual - Risk preference (survey, qualitative) std_s_risk_qual - Standardized values of (s_risk_qual) s_time_qual - Time preference (survey, qualitative) std_s_time_qual - Standardized values of (s_time_qual) s_prosocial_qual1_gen - Generalized altruism (survey, qualitative 1 - donation) std_s_prosocial_qual1_gen - Standardized values of (s_prosocial_qual1_gen) s_prosocial_qual1_in - In-group altruism (survey, qualitative 1 - donation) std_s_prosocial_qual1_in - Standardized values of (s_prosocial_qual1_in) s_prosocial_qual1_out - Out-group altruism (survey, qualitative 1 - donation) std_s_prosocial_qual1_out - Standardized values of (s_prosocial_qual1_out) s_prosocial_qual2_gen - Generalized altruism (survey, qualitative 2 - sharing) std_s_prosocial_qual2_gen - Standardized values of (s_prosocial_qual2_gen) s_prosocial_qual2_in - In-group altruism (survey, qualitative 2 - sharing) std_s_prosocial_qual2_in - Standardized values of (s_prosocial_qual2_in) s_prosocial_qual2_out - Out-group altruism (survey, qualitative 2 - sharing) std_s_prosocial_qual2_out - Standardized values of (s_prosocial_qual2_out) s_antisocial_qual1_gen - Generalized antisocial (survey, qualitative 1 - cause troubles) std_s_antisocial_qual1_gen - Standardized values of (s_antisocial_qual1_gen) s_antisocial_qual1_in - Ingroup antisocial (survey, qualitative 1 - cause troubles) std_s_antisocial_qual1_in - Standardized values of (s_antisocial_qual1_in) s_antisocial_qual1_out - Outgroup antisocial (survey, qualitative 1 - cause troubles) std_s_antisocial_qual1_out - Standardized values of (s_antisocial_qual1_out) s_antisocial_qual2_gen - Generalized antisocial (survey, qualitative 2 - make harm) std_s_antisocial_qual2_gen - Standardized values of (s_antisocial_qual2_gen) s_antisocial_qual2_in - In-group antisocial (survey, qualitative 2 - make harm) std_s_antisocial_qual2_in - Standardized values of (s_antisocial_qual2_in) s_antisocial_qual2_out - Out-group antisocial (survey, qualitative 2 - make harm) std_s_antisocial_qual2_out - Standardized values of (s_antisocial_qual2_out) s_reciprocity_qual - Reciprocity (survey, qualitative) std_s_reciprocity_qual - Standardized values of (s_reciprocity_qual) s_risk_q74 - Q6.1_900 draw, 480 for sure s_risk_q75 - Q6.2_900 draw, 240 for sure s_risk_q76 - Q6.3_900 draw, 120 for sure s_risk_q77 - Q6.4_900 draw, 180 for sure s_risk_q78 - Q6.5_900 draw, 210 for sure s_risk_q79 - Q6.6_900 draw, 150 for sure s_risk_q80 - Q6.7_900 draw, 60 for sure s_risk_q81 - Q6.8_900 draw, 90 for sure s_risk_q82 - Q6.9_900 draw, 30 for sure s_risk_q83 - Q6.10_900 draw, 360 for sure s_risk_q84 - Q6.11_900 draw, 300 for sure s_risk_q85 - Q6.12_900 draw, 270 for sure s_risk_q86 - Q6.13_900 draw, 330 for sure s_risk_q87 - Q6.14_900 draw, 420 for sure s_risk_q88 - Q6.15_900 draw, 450 for sure s_risk_q89 - Q6.16_900 draw, 390 for sure s_risk_q90 - Q6.17_900 draw, 720 for sure s_risk_q91 - Q6.18_900 draw, 600 for sure s_risk_q92 - Q6.19_900 draw, 540 for sure s_risk_q93 - Q6.20_900 draw, 570 for sure s_risk_q94 - Q6.21_900 draw, 510 for sure s_risk_q95 - Q6.22_900 draw, 660 for sure s_risk_q96 - Q6.23_900 draw, 690 for sure s_risk_q97 - Q6.24_900 draw, 630 for sure s_risk_q98 - Q6.25_900 draw, 840 for sure s_risk_q99 - Q6.26_900 draw, 780 for sure s_risk_q100 - Q6.27_900 draw, 810 for sure s_risk_q101 - Q6.28_900 draw, 750 for sure s_risk_q102 - Q6.29_900 draw, 900 for sure s_risk_q103 - Q6.30_900 draw, 870 for sure s_risk_q104 - Q6.31_900 draw, 930 for sure s_risk_quant - Risk preference (survey, quantitative) std_s_risk_quant - Standardized values of (s_risk_quant) s_antisocial_quant_gen - Generalized antisocial (survey, quantitative, d) std_s_antisocial_quant_gen - Standardized values of (s_antisocial_quant_gen) s_antisocial_quant_in - In-group antisocial (survey, quantitative, d) std_s_antisocial_quant_in - Standardized values of (s_antisocial_quant_in) s_antisocial_quant_out - Out-group antisocial (survey, quantitative, d) std_s_antisocial_quant_out - Standardized values of (s_antisocial_quant_out) s_reciprocity_quant_d - Reciprocity (survey, quantive, dummy) s_reciprocity_quant - Reciprocity (survey, quantitative) std_s_reciprocity_quant - Standardized values of (s_reciprocity_quant) s_prosocial_quant_gen - Generalized altruism (survey, quantitative) std_s_prosocial_quant_gen - Standardized values of (s_prosocial_quant_gen) s_prosocial_quant_in - In-group altruism (survey, quantitative) std_s_prosocial_quant_in - Standardized values of (s_prosocial_quant_in) s_prosocial_quant_out - Out-group altruism (survey, quantitative) std_s_prosocial_quant_out - Standardized values of (s_prosocial_quant_out) s_time_q107 - Q10.1: 300 today, 461 in 12 months s_time_q108 - Q10.2: 300 today, 376 in 12 months s_time_q109 - Q10.3: 300 today, 337 in 12 months s_time_q110 - Q10.4: 300 today, 318 in 12 months s_time_q111 - Q10.5: 300 today, 309 in 12 months s_time_q112 - Q10.6: 300 today, 328 in 12 months s_time_q113 - Q10.7: 300 today, 356 in 12 months s_time_q114 - Q10.8: 300 today, 366 in 12 months s_time_q115 - Q10.9: 300 today, 347 in 12 months s_time_q116 - Q10.10: 300 today, 418 in 12 months s_time_q117 - Q10.11: 300 today, 397 in 12 months s_time_q118 - Q10.12: 300 today, 386 in 12 months s_time_q119 - Q10.13: 300 today, 407 in 12 months s_time_q120 - Q10.14: 300 today, 439 in 12 months s_time_q121 - Q10.15: 300 today, 428 in 12 months s_time_q122 - Q10.16: 300 today, 450 in 12 months s_time_q123 - Q10.17: 300 today, 555 in 12 months s_time_q124 - Q10.18: 300 today, 605 in 12 months s_time_q125 - Q10.19: 300 today, 580 in 12 months s_time_q126 - Q10.20: 300 today, 592 in 12 months s_time_q127 - Q10.21: 300 today, 567 in 12 months s_time_q128 - Q10.22: 300 today, 631 in 12 months s_time_q129 - Q10.23: 300 today, 644 in 12 months s_time_q130 - Q10.24: 300 today, 618 in 12 months s_time_q131 - Q10.25: 300 today, 507 in 12 months s_time_q132 - Q10.26: 300 today, 484 in 12 months s_time_q133 - Q10.27: 300 today, 473 in 12 months s_time_q134 - Q10.28: 300 today, 495 in 12 months s_time_q135 - Q10.29: 300 today, 531 in 12 months s_time_q136 - Q10.30: 300 today, 519 in 12 months s_time_q137 - Q10.31: 300 today, 543 in 12 months s_time_quant - Time preference (survey, quantitative) std_s_time_quant - Standardized values of (s_time_quant) s_ambig_quant - Ambiguity aversion (survey, quantitative, dummy) std_s_ambig_quant - Standardized values of (s_ambig_quant) s_birthyear - Birth year s_age - Age s_gender - survey.1.player.gender s_female - Female s_education - survey.1.player.highest_level_of_education s_employ_status - survey.1.player.employment_status s_unemployed - Unemployed s_income_often - survey.1.player.income_often_got s_daily_earn - survey.1.player.daily_earnings s_week_earn - survey.1.player.weekly_earnings s_monthearn - survey.1.player.monthly_earnings s_marit_status - survey.1.player.marital_status s_children - Number of children s_mother_tongue - survey.1.player.mother_tongue s_other_mother_tongue - survey.1.player.mother_tongue_other s_birthreg - survey.1.player.birth_region s_religion - survey.1.player.religion s_alphab_week1 - survey.1.player.alphabets_week_1 s_alphab_week2 - survey.1.player.alphabets_week_2
Variables
survey_id
f4055563 Location:	Summary Statistics: Min. 114093.0; Mean 148036.0650406504; StDev 16422.02743106206; Max. 169592.0; Valid 123.0 Variable Format: numeric Notes: UNF:6:TWWI6rPphj+JXq/l/V+OCA==
Exp_week (week of experiment)
f4055563 Location:	Summary Statistics: Mean 1.4959349593495934; Max. 2.0; Valid 123.0; Min. 1.0; StDev 0.5020284058947287 Variable Format: numeric Notes: UNF:6:k785/1SOT90lJPSuUONTYg==
Exp_Order_Type
f4055563 Location:	Summary Statistics: StDev 0.497226748634373; Min. 1.0; Valid 123.0; Max. 2.0; Mean 1.4308943089430899; Variable Format: numeric Notes: UNF:6:PRQbO2E7rV18bFg84d+qvg==
1 if participant chose a correct answer (600)
f4055563 Location:	Summary Statistics: Mean 0.8780487804878049; Min. 0.0; Max. 1.0; Valid 123.0; StDev 0.3285678275076405 Variable Format: numeric Notes: UNF:6:tpf4S6KDCcz5xXxWEYI1Bg==
1 if participant chose a correct answer (810)
f4055563 Location:	Summary Statistics: StDev 0.47333256368751364; Valid 123.0; Mean 0.6666666666666666; Min. 0.0; Max. 1.0 Variable Format: numeric Notes: UNF:6:g5OWKU3raEnBL+B02gxZkA==
Time preference (experiment, understanding)
f4055563 Location:	Summary Statistics: Max. 2.0; StDev 0.5761948742570392; Min. 0.0; Valid 123.0; Mean 1.5447154471544713 Variable Format: numeric Notes: UNF:6:JZO8f/hZasfnfGunDTDq2g==
Exp_Time.1.player.decision1
f4055563 Location:	Variable Format: character Notes: UNF:6:ItJ9TfUSPNiNbvuF7A2A3Q==
Exp_Time.1.player.decision2
f4055563 Location:	Variable Format: character Notes: UNF:6:qv1a4RkBqs0sV3ggDFeHCw==
Exp_Time.1.player.decision3
f4055563 Location:	Variable Format: character Notes: UNF:6:dms++/EPj2OCw2kLuCS+9w==
Exp_Time.1.player.decision4
f4055563 Location:	Variable Format: character Notes: UNF:6:bYPsPSqLkYTVa+7gHGe1/g==
Exp_Time.1.player.decision5
f4055563 Location:	Variable Format: character Notes: UNF:6:W+6A7QqNEH2uerMhrNFLMA==
Exp_Time.1.player.decision6
f4055563 Location:	Variable Format: character Notes: UNF:6:t0NRmhiGyGUQ6ukAfqGhmA==
Exp_Time.1.player.decision7
f4055563 Location:	Variable Format: character Notes: UNF:6:bvimO2NWWzsBqm0mMB4tKg==
Exp_Time.1.player.decision8
f4055563 Location:	Variable Format: character Notes: UNF:6:MokLAHYpeYV/uKG8b+9uMQ==
Exp_Time.1.player.decision9
f4055563 Location:	Variable Format: character Notes: UNF:6:1aA/j26z8JlFYOYHt5GnAg==
Exp_Time.1.player.decision10
f4055563 Location:	Variable Format: character Notes: UNF:6:7P395hUwMVEQvhJwP0LeZQ==
Exp_Time.1.player.decision11
f4055563 Location:	Variable Format: character Notes: UNF:6:UAidaqfmlqfCRhfBi97/sg==
Exp_Time.1.player.decision12
f4055563 Location:	Variable Format: character Notes: UNF:6:hImTIFgH8L0i/1aG10ZBWQ==
Exp_Time.1.player.decision13
f4055563 Location:	Variable Format: character Notes: UNF:6:DcssnbsZX/IOWxb75r0VbQ==
Exp_Time.1.player.decision14
f4055563 Location:	Variable Format: character Notes: UNF:6:x4eA+BmvqqIiLRw7CWB1Rg==
Exp_Time.1.player.decision15
f4055563 Location:	Variable Format: character Notes: UNF:6:K+9FWU5owcvwCs3f9m2g8A==
Exp_Time.1.player.decision16
f4055563 Location:	Variable Format: character Notes: UNF:6:VJ1EmU2Ur0XFrORlOFNVig==
Exp_Time.1.player.decision17
f4055563 Location:	Variable Format: character Notes: UNF:6:neFmwQg16BJwVjK6bF40SA==
Exp_Time.1.player.decision18
f4055563 Location:	Variable Format: character Notes: UNF:6:88Q+Wb3FX8sm+pWlnswevA==
Exp_Time.1.player.decision19
f4055563 Location:	Variable Format: character Notes: UNF:6:+Bs9CECZvRhoXzD4NcF7UQ==
Exp_Time.1.player.decision20
f4055563 Location:	Variable Format: character Notes: UNF:6:6gTEeFjQXnSu34xhtwbz9A==
Exp_Time.1.player.decision21
f4055563 Location:	Variable Format: character Notes: UNF:6:HWY2B/4MBDLxh+ghkOpc6A==
Exp_Time.1.player.decision22
f4055563 Location:	Variable Format: character Notes: UNF:6:31424/1u1cO2YGCSprGbDQ==
Exp_Time.1.player.decision23
f4055563 Location:	Variable Format: character Notes: UNF:6:Kqa8hOxR/bpLyG7e7aYRUA==
Exp_Time.1.player.decision24
f4055563 Location:	Variable Format: character Notes: UNF:6:PXLmgBd7+AeRMu3trE+2LQ==
Exp_Time.1.player.decision25
f4055563 Location:	Variable Format: character Notes: UNF:6:6oHnWVAlVwEhL+Gbpo9HDw==
Time preference (experiment, # of inconsistencies)
f4055563 Location:	Summary Statistics: Mean 0.06504065040650413; Valid 123.0; StDev 0.24760615866615573; Min. 0.0; Max. 1.0; Variable Format: numeric Notes: UNF:6:LWMa4cdof4WQ3RP9ENVzqg==
Time preference (experiment, switching row)
f4055563 Location:	Summary Statistics: Valid 123.0; Min. 1.0; Max. 26.0; StDev 9.108663251808107; Mean 9.154471544715445 Variable Format: numeric Notes: UNF:6:rNrDTyRKjCyx+My6w4JHQg==
Standardized values of (e_time)
f4055563 Location:	Summary Statistics: StDev 1.0000000174828585; Mean -9.449516924136866E-9; Valid 123.0; Min. -0.8952435255050659; Max. 1.8493963479995728; Variable Format: numeric Notes: UNF:6:uMq/LQ16aLbmQtp5uxBqsw==
1 if participant chose a correct answer (2000)
f4055563 Location:	Summary Statistics: Valid 123.0; StDev 0.4836387468193894; Max. 1.0; Mean 0.6341463414634146; Min. 0.0 Variable Format: numeric Notes: UNF:6:MubYkyurK5LrPUMvZhJTHQ==
1 if participant chose a correct answer (0)
f4055563 Location:	Summary Statistics: Mean 0.5203252032520325; Valid 123.0; Min. 0.0; Max. 1.0; StDev 0.5016300232853186 Variable Format: numeric Notes: UNF:6:kxCsdjG0w/UIFm4pBUt/TQ==
1 if participant chose a correct answer (equally likely)
f4055563 Location:	Summary Statistics: StDev 0.4897999983510064; Valid 123.0; Min. 0.0; Max. 1.0; Mean 0.6097560975609756 Variable Format: numeric Notes: UNF:6:KXi1yIJyonr4aesJqHV1Og==
Risk preference (experiment, understanding)
f4055563 Location:	Summary Statistics: Valid 123.0; Min. 0.0; Max. 3.0; StDev 1.032911695502114; Mean 1.764227642276423 Variable Format: numeric Notes: UNF:6:EgcrXSmC99HnY8nT9OdAHA==
Exp_Risk.1.player.decision1
f4055563 Location:	Variable Format: character Notes: UNF:6:ilDm6husdUaQLn4z3YVc2A==
Exp_Risk.1.player.decision2
f4055563 Location:	Variable Format: character Notes: UNF:6:ThjukUVlVO2yCPSQa3+w8Q==
Exp_Risk.1.player.decision3
f4055563 Location:	Variable Format: character Notes: UNF:6:JgY7Hv03QTLcsl90nvetGQ==
Exp_Risk.1.player.decision4
f4055563 Location:	Variable Format: character Notes: UNF:6:9Wa+9mG7/e2t3Kp+s5uZwA==
Exp_Risk.1.player.decision5
f4055563 Location:	Variable Format: character Notes: UNF:6:zSI2ebo3nkJnSINhMb3vUA==
Exp_Risk.1.player.decision6
f4055563 Location:	Variable Format: character Notes: UNF:6:oe86NdYH6Z/j+O63PIyZ7g==
Exp_Risk.1.player.decision7
f4055563 Location:	Variable Format: character Notes: UNF:6:BjPU3Xm3soC6TEJQV1pUnQ==
Exp_Risk.1.player.decision8
f4055563 Location:	Variable Format: character Notes: UNF:6:1NXRsepRfUe7UsfpKJ8VGQ==
Exp_Risk.1.player.decision9
f4055563 Location:	Variable Format: character Notes: UNF:6:4EAIc2ux0mRn0ZpUlXWkpQ==
Exp_Risk.1.player.decision10
f4055563 Location:	Variable Format: character Notes: UNF:6:UbidKqJajP1h/+XuhWBxkg==
Exp_Risk.1.player.decision11
f4055563 Location:	Variable Format: character Notes: UNF:6:Sd4ymIrBrXGK34/nnQKZng==
Exp_Risk.1.player.decision12
f4055563 Location:	Variable Format: character Notes: UNF:6:BbC6wv/DToeIBrEi0T3iYQ==
Exp_Risk.1.player.decision13
f4055563 Location:	Variable Format: character Notes: UNF:6:sQnXweTIeJvjQJ6vFAN5wQ==
Exp_Risk.1.player.decision14
f4055563 Location:	Variable Format: character Notes: UNF:6:0KXqY2tIJ1CMSiFWl4VV/w==
Exp_Risk.1.player.decision15
f4055563 Location:	Variable Format: character Notes: UNF:6:qgFx8y1XX50jwkv6tWKP1A==
Exp_Risk.1.player.decision16
f4055563 Location:	Variable Format: character Notes: UNF:6:Yn1pMjA2egKSXSX+lvvH1Q==
Exp_Risk.1.player.decision17
f4055563 Location:	Variable Format: character Notes: UNF:6:vdq6Maw0nB2nBcBWPof29g==
Exp_Risk.1.player.decision18
f4055563 Location:	Variable Format: character Notes: UNF:6:24qzoKBe39tegY9gOYOgJg==
Exp_Risk.1.player.decision19
f4055563 Location:	Variable Format: character Notes: UNF:6:4L7tWX4M4lvgfUTgTafelw==
Exp_Risk.1.player.decision20
f4055563 Location:	Variable Format: character Notes: UNF:6:QHDXrTJzybM3bcd9ZjrCNw==
Exp_Risk.1.player.decision21
f4055563 Location:	Variable Format: character Notes: UNF:6:Njn+DYRhLGQHKpuGtvks8A==
Risk preference (experiment, # of inconsistencies)
f4055563 Location:	Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.33776870526150243; Mean 0.1300813008130082; Valid 123.0; Variable Format: numeric Notes: UNF:6:kwP/q44D8RaqYKZgG14T/A==
Risk preference (experiment, switching row)
f4055563 Location:	Summary Statistics: StDev 6.046313767020831; Valid 123.0; Max. 22.0; Mean 6.821138211382114; Min. 1.0; Variable Format: numeric Notes: UNF:6:H+4Y0L+Wc2Ub6yGYEeP4JA==
Standardized values of (e_risk)
f4055563 Location:	Summary Statistics: Mean 1.338681556753452E-8; StDev 1.0000000056582603; Valid 123.0; Max. 2.510432481765747; Min. -0.9627581834793091 Variable Format: numeric Notes: UNF:6:IYWekAgDFowgt45hTfOu2g==
1 if participant chose a correct answer (1000)
f4055563 Location:	Summary Statistics: Min. 0.0; Mean 0.8211382113821137; Max. 1.0; Valid 123.0; StDev 0.3848039808679957 Variable Format: numeric Notes: UNF:6:Y79wAAlRD+mpOKEPFdCbsQ==
1 if participant chose a correct answer (0)
f4055563 Location:	Summary Statistics: Min. 0.0; Valid 123.0; Mean 0.6097560975609756; Max. 1.0; StDev 0.4897999983510064 Variable Format: numeric Notes: UNF:6:DYV8bwVqvUuLlAtSMevxwQ==
1 if participant chose a correct answer (1000)
f4055563 Location:	Summary Statistics: Valid 123.0; Min. 0.0; Max. 1.0; StDev 0.40406438363568264; Mean 0.7967479674796748; Variable Format: numeric Notes: UNF:6:8wCXDtqXzLhYu7jTEAMmgQ==
1 if participant chose a correct answer (0)
f4055563 Location:	Summary Statistics: Valid 123.0; StDev 0.4972267486343733; Min. 0.0; Mean 0.5691056910569104; Max. 1.0; Variable Format: numeric Notes: UNF:6:0d6tgBmLzHS8L0xhRYDuvg==
Ambiguity aversion (experiment, understanding)
f4055563 Location:	Summary Statistics: StDev 1.2143901498113976; Mean 2.796747967479675; Max. 4.0; Min. 0.0; Valid 123.0; Variable Format: numeric Notes: UNF:6:t4Xfdu3Ly/Fz35zydHxCAw==
Ambiguity aversion (exp, dummy)
f4055563 Location:	Summary Statistics: Mean 0.24390243902439013; Min. 0.0; Valid 123.0; Max. 1.0; StDev 0.43119094349035264 Variable Format: numeric Notes: UNF:6:zu1ro+FwCLQacRks2xwo2Q==
Standardized values of (e_ambig)
f4055563 Location:	Summary Statistics: Min. -0.5656483173370361; Max. 1.7535098791122437; Valid 123.0; StDev 1.0000000108303502; Mean 2.3260349231186985E-8 Variable Format: numeric Notes: UNF:6:PabkRyOOnuH/BoyJR/S0Nw==
Generalized altruism (exp)
f4055563 Location:	Summary Statistics: Max. 1000.0; Valid 123.0; Min. 0.0; Mean 205.44715447154468; StDev 213.70368650793668; Variable Format: numeric Notes: UNF:6:yfDK7VSLTREObzmK8oEdDw==
Standardized values of (e_prosocial_gen)
f4055563 Location:	Summary Statistics: Valid 123.0; Mean 7.677732615888884E-9; Min. -0.9613645672798157; Max. 3.7180118560791016; StDev 1.0000000010750973 Variable Format: numeric Notes: UNF:6:75CuiMC/rJDJ87gJwecSVg==
In-group altruism (exp)
f4055563 Location:	Summary Statistics: Min. 0.0; Valid 123.0; Max. 1000.0; Mean 213.13008130081303; StDev 221.65029165921771; Variable Format: numeric Notes: UNF:6:AAQOhU+rbz+y+ck6M7VtFw==
Standardized values of (e_prosocial_in)
f4055563 Location:	Summary Statistics: Mean -4.603610724788309E-9; StDev 1.0000000109051121; Min. -0.9615601301193237; Max. 3.55005145072937; Valid 123.0 Variable Format: numeric Notes: UNF:6:pYlM80I+y+OpCBC4CYI3/w==
Out-group altruism (exp)
f4055563 Location:	Summary Statistics: StDev 183.31101993057806; Min. 0.0; Valid 123.0; Mean 165.7073170731707; Max. 1000.0 Variable Format: numeric Notes: UNF:6:vNMEoqo8kNBwSRx3H/ZpKw==
Standardized values of (e_prosocial_out)
f4055563 Location:	Summary Statistics: Max. 4.551241397857666; Valid 123.0; Mean 1.5143455279275192E-9; Min. -0.903968095779419; StDev 0.9999999916768895 Variable Format: numeric Notes: UNF:6:BbV35bbN0J1MxHf14YqQDg==
1 if participant chose a correct answer (1000)
f4055563 Location:	Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.40406438363568253; Mean 0.7967479674796748; Valid 123.0 Variable Format: numeric Notes: UNF:6:FVcULz3e5JO2ddMZp1eaSg==
1 if participant chose a correct answer (1000)
f4055563 Location:	Summary Statistics: StDev 0.4733325636875136; Mean 0.6666666666666667; Valid 123.0; Max. 1.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:1mYj9bpXeR+iPgua49HAmQ==
1 if participant chose a correct answer (980)
f4055563 Location:	Summary Statistics: Max. 1.0; StDev 0.5020284058947295; Valid 123.0; Mean 0.5040650406504066; Min. 0.0; Variable Format: numeric Notes: UNF:6:DF3w6FATcOyKIclXL1KbeQ==
1 if participant chose a correct answer (500)
f4055563 Location:	Summary Statistics: StDev 0.4915655385214349; Mean 0.6016260162601627; Max. 1.0; Valid 123.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:wL02ePuCuImaq1AvLihcNA==
Antisocial (experiment, understanding)
f4055563 Location:	Summary Statistics: Max. 4.0; Min. 0.0; Mean 2.5691056910569103; Valid 123.0; StDev 1.274473860024355; Variable Format: numeric Notes: UNF:6:hLhLfMieHq5VZaGRwK/qyg==
Generalized antisocial (exp, d)
f4055563 Location:	Summary Statistics: Valid 123.0; Min. 0.0; StDev 0.3979153997194213; Mean 0.19512195121951223; Max. 1.0; Variable Format: numeric Notes: UNF:6:jQO3LIHZA6R3rzGX/tL5yg==
Standardized values of (e_antisocial_gen)
f4055563 Location:	Summary Statistics: Mean -2.9075437206922787E-9; StDev 0.9999999688761233; Min. -0.4903603792190552; Valid 123.0; Max. 2.0227365493774414 Variable Format: numeric Notes: UNF:6:ljJ9A9DkJjHP1yEWaNxulw==
In-group antisocial (exp, d)
f4055563 Location:	Summary Statistics: Mean 0.2347826086956522; Valid 115.0; Max. 1.0; Min. 0.0; StDev 0.4257178618997604 Variable Format: numeric Notes: UNF:6:khoJZDFFO+tfieaM8D5UQQ==
Standardized values of (e_antisocial_in)
f4055563 Location:	Summary Statistics: Valid 115.0; Min. -0.5514981150627136; Max. 1.7974754571914673; StDev 1.0000000068390933; Mean 2.7988268014311758E-8 Variable Format: numeric Notes: UNF:6:c6G36stM2OcSEzdwe4iNWA==
Out-group antisocial (exp, d)
f4055563 Location:	Summary Statistics: Valid 123.0; Min. 0.0; StDev 0.4878915023712737; Max. 1.0; Mean 0.3821138211382114; Variable Format: numeric Notes: UNF:6:xaDvgwEh9ijNrjNHn/T1Ew==
Standardized values of (e_antisocial_out)
f4055563 Location:	Summary Statistics: Min. -0.7831942439079285; Max. 1.266441822052002; Mean 2.5198711662907006E-8; Valid 123.0; StDev 1.000000019535538; Variable Format: numeric Notes: UNF:6:qMDQzqz24mHBYVpu0AqfQA==
Reciprocity (exp, amount given to PA)
f4055563 Location:	Summary Statistics: StDev 259.3671521328233; Max. 1000.0; Mean 257.32520325203257; Valid 123.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:IgxrJYwdlc3lm2nijgyj0A==
Standardized values of (e_reciprocity)
f4055563 Location:	Summary Statistics: Max. 2.8634111881256104; StDev 1.0000000067078474; Valid 123.0; Min. -0.9921271800994873; Mean 1.1160727424446005E-8 Variable Format: numeric Notes: UNF:6:dn5jxOv1Fr7HMpc0UYbSQA==
Reciprocity (exp, dif. in amount given to PA and PB)
f4055563 Location:	Summary Statistics: Min. -400.0; Mean 179.80487804878052; Max. 1000.0; Valid 123.0; StDev 260.72819395598657 Variable Format: numeric Notes: UNF:6:DSt1xL6X0YiTH6HhxPtyyg==
Standardized values of (e_reciprocity2)
f4055563 Location:	Summary Statistics: StDev 0.9999999871436334; Min. -2.223790407180786; Mean 3.3273013847307553E-9; Valid 123.0; Max. 3.1457860469818115 Variable Format: numeric Notes: UNF:6:1b+DKZLQ2AR1nc5KV9EEMg==
Exp_Tasks_End.1.player.alphabets_week_1
f4055563 Location:	Variable Format: character Notes: UNF:6:Dr64pqmZKlsgXz00Y73UpA==
Exp_Tasks_End.1.player.alphabets_week_2
f4055563 Location:	Variable Format: character Notes: UNF:6:hMh9xAOp5fYEyWrjh5+fbg==
Exp_Tasks_End.1.player.year_of_birth
f4055563 Location:	Summary Statistics: Min. 1969.0; StDev 1793333.8597213416; Mean 163687.82926829264; Valid 123.0; Max. 1.9891023E7 Variable Format: numeric Notes: UNF:6:uy0HC0RA61u5t3QzGg5IiQ==
Exp_Tasks_End.1.player.gender
f4055563 Location:	Variable Format: character Notes: UNF:6:85pWCe1TzqrWE2HKhPpTNg==
Exp_Tasks_End.1.player.highest_level_of_education
f4055563 Location:	Summary Statistics: StDev 4.0093852311828515; Min. 1.0; Max. 16.0; Valid 123.0; Mean 4.878048780487805 Variable Format: numeric Notes: UNF:6:ZkmInKbinC3ChG35j4FZmA==
Exp_Tasks_End.1.player.marital_status
f4055563 Location:	Variable Format: character Notes: UNF:6:1qgUU2w9b3xQIry4a40twQ==
Exp_Tasks_End.1.player.biological_children
f4055563 Location:	Summary Statistics: Min. 0.0; Mean 2.674796747967481; Valid 123.0; StDev 8.968520479404479; Max. 100.0; Variable Format: numeric Notes: UNF:6:5DlSFkmCYn70MIswYqIF6g==
Exp_Tasks_End.1.player.mother_tongue
f4055563 Location:	Variable Format: character Notes: UNF:6:oH2APk1cbaPhKnfdvMEUaA==
Exp_Tasks_End.1.player.mother_tongue_other
f4055563 Location:	Variable Format: character Notes: UNF:6:Amg3J8CBMAFxHYi448ovtQ==
Survey week
f4055563 Location:	Summary Statistics: Mean 1.5040650406504066; StDev 0.5020284058947287; Valid 123.0; Max. 2.0; Min. 1.0 Variable Format: numeric Notes: UNF:6:RUbixhDfaUuGAK4Qy/5nrw==
Risk preference (survey, qualitative)
f4055563 Location:	Summary Statistics: Min. 0.0; StDev 2.944124010101917; Mean 6.934959349593495; Valid 123.0; Max. 10.0 Variable Format: numeric Notes: UNF:6:Q6bOR6Puc5XZPAIipAmEKw==
Standardized values of (s_risk_qual)
f4055563 Location:	Summary Statistics: Valid 123.0; Min. -2.355525493621826; Mean -7.61715859673688E-9; StDev 0.9999999840342961; Max. 1.0410704612731934 Variable Format: numeric Notes: UNF:6:f8yfJayDsAkMhytRNxe+uw==
Time preference (survey, qualitative)
f4055563 Location:	Summary Statistics: Valid 123.0; Max. 10.0; StDev 3.0306972711935702; Mean 7.536585365853659; Min. 0.0 Variable Format: numeric Notes: UNF:6:Vgg6WJYkAg84lZxocjwjAw==
Standardized values of (s_time_qual)
f4055563 Location:	Summary Statistics: Max. 0.812821090221405; StDev 1.0000000113143126; Mean 1.2114771697116615E-10; Valid 123.0; Min. -2.4867496490478516 Variable Format: numeric Notes: UNF:6:yP80ufERV0qwgZV15yL4/A==
Generalized altruism (survey, qualitative 1 - donation)
f4055563 Location:	Summary Statistics: StDev 3.341746014699894; Valid 123.0; Min. 0.0; Max. 10.0; Mean 6.886178861788618 Variable Format: numeric Notes: UNF:6:/Cqr1o4RwmAYtkNpNeaN3g==
Standardized values of (s_prosocial_qual1_gen)
f4055563 Location:	Summary Statistics: Max. 0.9317947030067444; Valid 123.0; StDev 1.0000000106106313; Min. -2.0606529712677; Mean 7.147711318937838E-9; Variable Format: numeric Notes: UNF:6:Y5dqRUjuq5rARyS05gj8ZA==
In-group altruism (survey, qualitative 1 - donation)
f4055563 Location:	Summary Statistics: Mean 7.634146341463415; Min. 0.0; Max. 10.0; Valid 123.0; StDev 3.0170778737781077 Variable Format: numeric Notes: UNF:6:scO5CeO5G5/CPzbG2IK2Qw==
Standardized values of (s_prosocial_qual1_in)
f4055563 Location:	Summary Statistics: StDev 0.9999999979666243; Mean 8.359188398387465E-9; Min. -2.530311346054077; Max. 0.7841539978981018; Valid 123.0; Variable Format: numeric Notes: UNF:6:+iSOovomoLPrlWTfG1J4cA==
Out-group altruism (survey, qualitative 1 - donation)
f4055563 Location:	Summary Statistics: Max. 10.0; Min. 0.0; Valid 123.0; Mean 6.813008130081301; StDev 3.206933046620575; Variable Format: numeric Notes: UNF:6:VNt28qcrhz6vJrsIMuqBZA==
Standardized values of (s_prosocial_qual1_out)
f4055563 Location:	Summary Statistics: Max. 0.9937818646430969; Mean 1.3326241474367647E-8; Min. -2.124462127685547; Valid 123.0; StDev 0.9999999870228707 Variable Format: numeric Notes: UNF:6:koY53Qh9HCuuZw6GMAQsjA==
Generalized altruism (survey, qualitative 2 - sharing)
f4055563 Location:	Summary Statistics: StDev 3.0361235341941186; Min. 0.0; Mean 7.723577235772358; Valid 123.0; Max. 10.0 Variable Format: numeric Notes: UNF:6:3B2HoUxc+7a19HEEzmqGlw==
Standardized values of (s_prosocial_qual2_gen)
f4055563 Location:	Summary Statistics: Max. 0.7497793436050415; StDev 0.9999999958876176; Mean -1.066099316144171E-8; Min. -2.5438942909240723; Valid 123.0 Variable Format: numeric Notes: UNF:6:smxG77+lrhFMvtklQ6HU6A==
In-group altruism (survey, qualitative 2 - sharing)
f4055563 Location:	Summary Statistics: Mean 7.317073170731708; Max. 10.0; StDev 3.2876247671162626; Min. 0.0; Valid 123.0; Variable Format: numeric Notes: UNF:6:Ag0RsJwgJgKVxkaJGCd0+Q==
Standardized values of (s_prosocial_qual2_in)
f4055563 Location:	Summary Statistics: Max. 0.8160684704780579; Valid 123.0; Mean 7.874597505229431E-9; StDev 1.000000021737387; Min. -2.2256412506103516; Variable Format: numeric Notes: UNF:6:Z5hYBj5BoZkBAgWMQdkbEw==
Out-group altruism (survey, qualitative 2 - sharing)
f4055563 Location:	Summary Statistics: Max. 10.0; Valid 123.0; Mean 7.016260162601626; StDev 3.370517642390003; Min. 0.0; Variable Format: numeric Notes: UNF:6:gY4SUQtbP3+RF9VfNOMdeg==
Standardized values of (s_prosocial_qual2_out)
f4055563 Location:	Summary Statistics: Mean -6.435967206329689E-10; StDev 0.9999999797506192; Max. 0.885246753692627; Min. -2.0816564559936523; Valid 123.0; Variable Format: numeric Notes: UNF:6:89lcozGodLtZyLqfcNgfdw==
Generalized antisocial (survey, qualitative 1 - cause troubles)
f4055563 Location:	Summary Statistics: Min. 0.0; StDev 3.5561039050258323; Max. 10.0; Mean 2.3739837398373975; Valid 123.0; Variable Format: numeric Notes: UNF:6:NIDVWxUgQ/rTAzazqkpfWg==
Standardized values of (s_antisocial_qual1_gen)
f4055563 Location:	Summary Statistics: Min. -0.6675799489021301; Max. 2.144486427307129; Mean 2.4108382659671442E-8; StDev 1.0000000144614662; Valid 123.0 Variable Format: numeric Notes: UNF:6:dZnA3CinxVnHxCYngeaZdA==
Ingroup antisocial (survey, qualitative 1 - cause troubles)
f4055563 Location:	Summary Statistics: Valid 123.0; StDev 3.6937436975240705; Min. 0.0; Max. 10.0; Mean 2.365853658536585; Variable Format: numeric Notes: UNF:6:aSSb5Pers2+ozK6g/s5FVQ==
Standardized values of (s_antisocial_qual1_in)
f4055563 Location:	Summary Statistics: StDev 0.9999999920809636; Valid 123.0; Max. 2.066777467727661; Mean -4.3613154803962486E-9; Min. -0.6405029296875 Variable Format: numeric Notes: UNF:6:RLaQjdGpOJXENE2mdKdlbA==
Outgroup antisocial (survey, qualitative 1 - cause troubles)
f4055563 Location:	Summary Statistics: Valid 123.0; Max. 10.0; StDev 3.3868291594495727; Min. 0.0; Mean 2.1707317073170724 Variable Format: numeric Notes: UNF:6:FR/o+AzcJY+Zv4xxuPXAJw==
Standardized values of (s_antisocial_qual1_out)
f4055563 Location:	Summary Statistics: Valid 123.0; StDev 0.9999999740914344; Mean -1.1933043611961934E-8; Max. 2.311680793762207; Min. -0.6409333348274231 Variable Format: numeric Notes: UNF:6:9Tc5mYzY577KCP2cvwoB/w==
Generalized antisocial (survey, qualitative 2 - make harm)
f4055563 Location:	Summary Statistics: Valid 123.0; StDev 3.473515108711805; Min. 0.0; Max. 10.0; Mean 1.9837398373983737 Variable Format: numeric Notes: UNF:6:n/ScFgOYSc5rvLt4YDUizw==
Standardized values of (s_antisocial_qual2_gen)
f4055563 Location:	Summary Statistics: Min. -0.5711044073104858; Valid 123.0; Max. 2.307823657989502; Mean 1.512074134917075E-8; StDev 1.000000007527302; Variable Format: numeric Notes: UNF:6:reJNmYHFZb5HNuW+QL+XcA==
In-group antisocial (survey, qualitative 2 - make harm)
f4055563 Location:	Summary Statistics: Valid 123.0; Max. 10.0; Min. 0.0; StDev 3.6983413726205243; Mean 2.2439024390243905 Variable Format: numeric Notes: UNF:6:ZT/7RknqIjmStKu0yhL3tA==
Standardized values of (s_antisocial_qual2_in)
f4055563 Location:	Summary Statistics: Mean -1.526460422561527E-8; Max. 2.0971827507019043; StDev 1.0000000185683744; Valid 123.0; Min. -0.6067321300506592 Variable Format: numeric Notes: UNF:6:3suGTqe0aylc/LSLpIZGJQ==
Out-group antisocial (survey, qualitative 2 - make harm)
f4055563 Location:	Summary Statistics: Min. 0.0; Max. 10.0; Valid 123.0; StDev 3.416294031164529; Mean 1.9674796747967478 Variable Format: numeric Notes: UNF:6:WaEm9L0Nob/2t4TuNTuuiA==
Standardized values of (s_antisocial_qual2_out)
f4055563 Location:	Summary Statistics: StDev 1.0000000013973638; Max. 2.3512380123138428; Min. -0.5759105086326599; Mean 1.0055255107326643E-8; Valid 123.0; Variable Format: numeric Notes: UNF:6:ad1VBMWIHHXYY3xHPK/aMg==
Reciprocity (survey, qualitative)
f4055563 Location:	Summary Statistics: Max. 10.0; StDev 2.216160821289602; Valid 123.0; Min. 0.0; Mean 8.91869918699187; Variable Format: numeric Notes: UNF:6:hP9QDmcnCmuIeUppDVglbw==
Standardized values of (s_reciprocity_qual)
f4055563 Location:	Summary Statistics: Max. 0.4879162311553955; Valid 123.0; Mean 7.329432859192394E-9; Min. -4.0243916511535645; StDev 1.0000000006413199 Variable Format: numeric Notes: UNF:6:uhSHuRdvvbJnsVBVVa2v2w==
Q6.1_900 draw, 480 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:3/y2lxTpYV/ZdGG/reL+gw==
Q6.2_900 draw, 240 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:by+4DJAF08Oto9zB4hrSUA==
Q6.3_900 draw, 120 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:fjOofjWQdXCNVFy8irV6XQ==
Q6.4_900 draw, 180 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:E/h2RNdmligAF8TeAtBiuw==
Q6.5_900 draw, 210 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:vsLtCXmG6yfqiHA2h8Kd3w==
Q6.6_900 draw, 150 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:ZzYV2FeRz8zHV/LDLgeGJQ==
Q6.7_900 draw, 60 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:hDzHpTvCTJodyJcYyTTx9Q==
Q6.8_900 draw, 90 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:5izFy4mmPtHghMftHA35Cw==
Q6.9_900 draw, 30 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:wjvyTRXV6hrH2ENNDgHDOg==
Q6.10_900 draw, 360 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:CLiNKZieQC6DFnSLurL9sQ==
Q6.11_900 draw, 300 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:tNQpmXL/f7+bMM3AOQkWiw==
Q6.12_900 draw, 270 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:a91E+4+U3QfZORI5Cr/PVg==
Q6.13_900 draw, 330 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:LijNz5LbgzbTmq+VWdUqRA==
Q6.14_900 draw, 420 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:DOGCIUPOlWRCQa8CJXiXng==
Q6.15_900 draw, 450 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:G+rkw7vX14kScKHXD07Cjg==
Q6.16_900 draw, 390 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:eWtlgRon+k0Ug2pCO+hGrg==
Q6.17_900 draw, 720 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:YZy8MZXDgfhPZTbgy+Vppg==
Q6.18_900 draw, 600 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:+SNr9VJgC3WU0ETeVQ3gNw==
Q6.19_900 draw, 540 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:5G8vL0tRWMQd3MGz7UuoqA==
Q6.20_900 draw, 570 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:zj0ZCEEwm6QCRJzbL+lERw==
Q6.21_900 draw, 510 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:OVA+kgrAEh+nGsPLFGjI2w==
Q6.22_900 draw, 660 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:3s5LOy/kXk8TsgiCeh1JRw==
Q6.23_900 draw, 690 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:5ADAw3XgsS7F9bwvdzPk/Q==
Q6.24_900 draw, 630 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:oxWA5mZlveefNG5FwUWXNA==
Q6.25_900 draw, 840 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:aUByx3Eki+4cvzzec0DWHg==
Q6.26_900 draw, 780 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:BWUDzWifcAggWHeaLGwc2w==
Q6.27_900 draw, 810 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:4hwz8SEPPkddOAkzm75TtA==
Q6.28_900 draw, 750 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:sT5IATp0giiE0riBviNMcw==
Q6.29_900 draw, 900 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:9PhmMWbwQaZOMzkbPJkZqA==
Q6.30_900 draw, 870 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:n5nuo+NdkWzA0WsBhEYvBg==
Q6.31_900 draw, 930 for sure
f4055563 Location:	Variable Format: character Notes: UNF:6:3DY5zCe2SSHDlUcQeoy4aA==
Risk preference (survey, quantitative)
f4055563 Location:	Summary Statistics: Max. 32.0; StDev 11.106172210781255; Min. 1.0; Mean 11.926829268292684; Valid 123.0; Variable Format: numeric Notes: UNF:6:DzanwE0C74+VR6m8VktN5A==
Standardized values of (s_risk_quant)
f4055563 Location:	Summary Statistics: Valid 123.0; Min. -0.983851969242096; Max. 1.8073887825012207; Mean 1.3780543643873643E-9; StDev 1.000000010568168 Variable Format: numeric Notes: UNF:6:yY4UHO7f29kVcXbC2VXqXA==
Generalized antisocial (survey, quantitative, d)
f4055563 Location:	Summary Statistics: Mean 0.1707317073170731; StDev 0.3778133174450902; Min. 0.0; Max. 1.0; Valid 123.0 Variable Format: numeric Notes: UNF:6:CyB3XFN7KesJOyX3+JvsEg==
Standardized values of (s_antisocial_quant_gen)
f4055563 Location:	Summary Statistics: Valid 123.0; Max. 2.194915533065796; Mean 1.4537715521012914E-9; StDev 1.0000000311445225; Min. -0.4518943727016449 Variable Format: numeric Notes: UNF:6:xe0ZOLIZBBvZvVzEIx5ELA==
In-group antisocial (survey, quantitative, d)
f4055563 Location:	Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.3914997120350462; Valid 123.0; Mean 0.18699186991869918; Variable Format: numeric Notes: UNF:6:w5xCE/0xDzuczqG+o+dnYA==
Standardized values of (s_antisocial_quant_in)
f4055563 Location:	Summary Statistics: Min. -0.4776296615600586; StDev 0.9999999944944854; Valid 123.0; Max. 2.076650619506836; Mean -1.5506899458273265E-8 Variable Format: numeric Notes: UNF:6:Mh8kUaB/ADwCGKjmjEJ2bg==
Out-group antisocial (survey, quantitative, d)
f4055563 Location:	Summary Statistics: Min. 0.0; StDev 0.43119094349035264; Max. 1.0; Mean 0.24390243902439016; Valid 123.0 Variable Format: numeric Notes: UNF:6:fSyTWkKxelm/qUvyrV3VBw==
Standardized values of (s_antisocial_quant_out)
f4055563 Location:	Summary Statistics: Valid 123.0; StDev 1.0000000108303502; Mean 2.326034922396602E-8; Max. 1.7535098791122437; Min. -0.5656483173370361 Variable Format: numeric Notes: UNF:6:7x1pMntrrT8PLjsi5Qjmxg==
Reciprocity (survey, quantive, dummy)
f4055563 Location:	Summary Statistics: StDev 0.3705110281281079; Mean 0.8373983739837398; Max. 1.0; Min. 0.0; Valid 123.0 Variable Format: numeric Notes: UNF:6:PAZ3MpiA+Iy14sUwi8WgMQ==
Reciprocity (survey, quantitative)
f4055563 Location:	Summary Statistics: Mean 269.14634146341473; Min. 0.0; Valid 123.0; StDev 403.86988009503835; Max. 2000.0 Variable Format: numeric Notes: UNF:6:+ry95vzcJs3hzorrGc+LBQ==
Standardized values of (s_reciprocity_quant)
f4055563 Location:	Summary Statistics: Max. 4.285671710968018; Min. -0.6664184331893921; Valid 123.0; Mean 1.6960671427385154E-8; StDev 1.000000018601972 Variable Format: numeric Notes: UNF:6:WMKlsBjOk2QBLi+viRP2qA==
Generalized altruism (survey, quantitative)
f4055563 Location:	Summary Statistics: StDev 689.0040948182111; Min. 0.0; Max. 3200.0; Mean 645.4471544715445; Valid 123.0 Variable Format: numeric Notes: UNF:6:bBMep76vYzFBEDwKultFxQ==
Standardized values of (s_prosocial_quant_gen)
f4055563 Location:	Summary Statistics: Valid 123.0; Mean 2.968117274994805E-9; StDev 1.000000012996742; Min. -0.9367827773094177; Max. 3.70760178565979; Variable Format: numeric Notes: UNF:6:d40I0bC/bG9V3YhXSyQbNg==
In-group altruism (survey, quantitative)
f4055563 Location:	Summary Statistics: Mean 708.821138211382; Valid 123.0; Min. 0.0; StDev 712.677093694881; Max. 3200.0 Variable Format: numeric Notes: UNF:6:W/QrBUJErJvJ3O7BPxbjIw==
Standardized values of (s_prosocial_quant_in)
f4055563 Location:	Summary Statistics: StDev 0.9999999954528678; Min. -0.9945894479751587; Valid 123.0; Mean -5.5425051504090605E-9; Max. 3.4955224990844727; Variable Format: numeric Notes: UNF:6:SloywNopPVQlo2HgFC91tQ==
Out-group altruism (survey, quantitative)
f4055563 Location:	Summary Statistics: Min. 0.0; Max. 3200.0; Valid 123.0; StDev 724.5935093773614; Mean 663.6504065040652 Variable Format: numeric Notes: UNF:6:O/f7shiL1fBxXMeGGUmZnA==
Standardized values of (s_prosocial_quant_out)
f4055563 Location:	Summary Statistics: Valid 123.0; Max. 3.500375747680664; Min. -0.9158933758735657; StDev 0.9999999928164134; Mean 2.241231614930874E-9 Variable Format: numeric Notes: UNF:6:JebrLWPMq8YRh4hrEPRIeg==
Q10.1: 300 today, 461 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:/CXoxGegS5nfupr0CZLkpw==
Q10.2: 300 today, 376 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:hZkWzxDW9aTtxNnZpJwAiQ==
Q10.3: 300 today, 337 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:WCRLcGlqIpHQPkOi6Odf/w==
Q10.4: 300 today, 318 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:0S1u+F3cjhQ1n6JK4aomKg==
Q10.5: 300 today, 309 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:Da8Ja2ir60BIhJi/b4HPlQ==
Q10.6: 300 today, 328 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:865693B0G+lC4Q8j6mygsg==
Q10.7: 300 today, 356 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:W3iD+mjSNltkYOs4zozubg==
Q10.8: 300 today, 366 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==
Q10.9: 300 today, 347 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:KTHBlpF5JlJYISaJEtaalg==
Q10.10: 300 today, 418 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:RFBs+JKrLh4EcDJMjjqBVw==
Q10.11: 300 today, 397 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:bFKK1dokyrqxXdf54fF3Pg==
Q10.12: 300 today, 386 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:/LYlPXr1sOBhR0QarKQVFA==
Q10.13: 300 today, 407 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:uvyDcON+Tg12uIsZE9/0mw==
Q10.14: 300 today, 439 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==
Q10.15: 300 today, 428 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==
Q10.16: 300 today, 450 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==
Q10.17: 300 today, 555 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:gbM8SMLBwtcMIUCbAmil5A==
Q10.18: 300 today, 605 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:E5jgSxoMpchl5KCNfaB7XA==
Q10.19: 300 today, 580 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:vNWBmDjxthH3jc8oaXlgBQ==
Q10.20: 300 today, 592 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:OzZVOEmaETH1uBuqyxq2UQ==
Q10.21: 300 today, 567 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==
Q10.22: 300 today, 631 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:YhDx9u5D9gVAFwYymIGNeg==
Q10.23: 300 today, 644 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:bBsERzJyR4yoYfnuk0XlgA==
Q10.24: 300 today, 618 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:wpCFd1s6K6CvM1STuMWc5A==
Q10.25: 300 today, 507 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:Vm7rtyHbu73Hs0o8PAUceg==
Q10.26: 300 today, 484 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==
Q10.27: 300 today, 473 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==
Q10.28: 300 today, 495 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==
Q10.29: 300 today, 531 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:Uh/v6jdd7v1Kw/wmQPuWaA==
Q10.30: 300 today, 519 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==
Q10.31: 300 today, 543 in 12 months
f4055563 Location:	Variable Format: character Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==
Time preference (survey, quantitative)
f4055563 Location:	Summary Statistics: StDev 11.917412615327041; Min. 1.0; Valid 123.0; Mean 7.577235772357723; Max. 32.0 Variable Format: numeric Notes: UNF:6:mYvbpYnaHk1OMZ5bYaTRhQ==
Standardized values of (s_time_quant)
f4055563 Location:	Summary Statistics: StDev 1.0000000267513447; Valid 123.0; Min. -0.5519013404846191; Mean -3.282344217563782E-9; Max. 2.0493345260620117; Variable Format: numeric Notes: UNF:6:ovcfnIhgljjM1zyzR9Ay0Q==
Ambiguity aversion (survey, quantitative, dummy)
f4055563 Location:	Summary Statistics: Valid 123.0; Min. 0.0; Max. 1.0; Mean 0.23577235772357721; StDev 0.4262166926173907; Variable Format: numeric Notes: UNF:6:rJplSGs/yor4V3WATGHGvg==
Standardized values of (s_ambig_quant)
f4055563 Location:	Summary Statistics: Mean 1.1630174731128896E-8; Valid 123.0; StDev 1.000000015509205; Max. 1.7930495738983154; Min. -0.5531748533248901; Variable Format: numeric Notes: UNF:6:mJE8wVr+DAq66Otdeb7MsQ==
Birth year
f4055563 Location:	Summary Statistics: Valid 119.0; Mean 1988.2100840336134; StDev 4.816767939470306; Max. 1998.0; Min. 1972.0 Variable Format: numeric Notes: UNF:6:XR7vG2NKR3dGBLdCt9MQbw==
Age
f4055563 Location:	Summary Statistics: Mean 29.789915966386555; Min. 20.0; Max. 46.0; Valid 119.0; StDev 4.816767939470305; Variable Format: numeric Notes: UNF:6:1Z4bffU/xDm3HhQVd6ZPbw==
survey.1.player.gender
f4055563 Location:	Variable Format: character Notes: UNF:6:FKJx0oasknvAsZ8vDJufBQ==
Female
f4055563 Location:	Summary Statistics: Mean 0.5447154471544714; Valid 123.0; Min. 0.0; Max. 1.0; StDev 0.5000333188951827 Variable Format: numeric Notes: UNF:6:2q33jyxjtxWxFsMzKTRjTg==
survey.1.player.highest_level_of_education
f4055563 Location:	Summary Statistics: StDev 4.0455391208863505; Min. 1.0; Mean 5.186991869918699; Valid 123.0; Max. 16.0; Variable Format: numeric Notes: UNF:6:J9EVgFwK5qgUxkurLvKP8A==
survey.1.player.employment_status
f4055563 Location:	Variable Format: character Notes: UNF:6:Tr4bHJ8ga0BAonUBBLeYlA==
Unemployed
f4055563 Location:	Summary Statistics: Min. 0.0; StDev 0.5006992311877014; Valid 123.0; Mean 0.5365853658536586; Max. 1.0 Variable Format: numeric Notes: UNF:6:zjZsV75UeY/5WgqBSJGjQw==
survey.1.player.income_often_got
f4055563 Location:	Variable Format: character Notes: UNF:6:o2ceKkukYGu4uaZkajk/TQ==
survey.1.player.daily_earnings
f4055563 Location:	Variable Format: character Notes: UNF:6:ndhJCOguSVxXsuX89btoAA==
survey.1.player.weekly_earnings
f4055563 Location:	Variable Format: character Notes: UNF:6:CaP/uWxI7D0ehy8Yhz6NuA==
survey.1.player.monthly_earnings
f4055563 Location:	Variable Format: character Notes: UNF:6:A0Kqu0wsWAZtRTJEL8slSQ==
survey.1.player.marital_status
f4055563 Location:	Variable Format: character Notes: UNF:6:eTsIb3hMTWTwCOUjEoN0qw==
Number of children
f4055563 Location:	Summary Statistics: StDev 1.617493993375521; Valid 123.0; Max. 9.0; Min. 0.0; Mean 1.91869918699187; Variable Format: numeric Notes: UNF:6:3dzI2acQpof6FJAh5FBCuQ==
survey.1.player.mother_tongue
f4055563 Location:	Variable Format: character Notes: UNF:6:DrsRW9WmNzETFqSv2+68rQ==
survey.1.player.mother_tongue_other
f4055563 Location:	Variable Format: character Notes: UNF:6:zyU3Rvr1ChB61Uwe6nD1EQ==
survey.1.player.birth_region
f4055563 Location:	Variable Format: character Notes: UNF:6:ha6Lx8jUkBL/QMhkwrWXkA==
survey.1.player.religion
f4055563 Location:	Variable Format: character Notes: UNF:6:pkqE/Gi7KnNXI7yFg3htew==
survey.1.player.alphabets_week_1

Document Description

Citation

Title:

Using survey questions to measure preferences: Lessons from an experimental validation in Kenya

Identification Number:

doi:10.7910/DVN/M1ITQ1

Distributor:

Harvard Dataverse

Date of Distribution:

2020-09-02

Version:

Bibliographic Citation:

Bauer, Michal; Chytilova, Julie; Miguel, Edward, 2020, "Using survey questions to measure preferences: Lessons from an experimental validation in Kenya", https://doi.org/10.7910/DVN/M1ITQ1, Harvard Dataverse, V1, UNF:6:OeWfpn+fKKNpfK7p5ufKyA== [fileUNF]

Study Description

Citation

Title:

Using survey questions to measure preferences: Lessons from an experimental validation in Kenya

Identification Number:

doi:10.7910/DVN/M1ITQ1

Authoring Entity:

Bauer, Michal

Chytilova, Julie

Miguel, Edward (University of California Berkeley)

Distributor:

Harvard Dataverse

Access Authority:

Miguel, Edward

Depositor:

Miguel, Edward

Date of Deposit:

2020-09-02

Holdings Information:

https://doi.org/10.7910/DVN/M1ITQ1

Study Scope

Keywords:

Social Sciences, preference measurement, survey, validation, experiment

Abstract:

Can a short survey instrument reliably measure a range of fundamental economic preferences across diverse settings? We focus on survey questions that systematically predict behavior in incentivized experimental tasks among German university students (Becker et al. 2016) and were implemented among representative samples across the globe (Falk et al. 2018). This paper presents results of an experimental validation conducted among low-income individuals in Nairobi, Kenya. We find that quantitative survey measures – hypothetical versions of experimental tasks – of time preference, attitude to risk and altruism are good predictors of choices in incentivized experiments, suggesting these measures are broadly experimentally valid. At the same time, we find that qualitative questions – self-assessments – do not correlate with the experimental measures of preferences in the Kenyan sample. Thus, caution is needed before treating self-assessments as proxies of preferences in new contexts.

Methodology and Processing

Sources Statement

Data Access

Notes:

Other Study Description Materials

Related Publications

Citation

Title:

Bauer, Michal, Julie Chytilova, and Edward Miguel. (2020). "Using survey questions to measure preferences: Lessons from an experimental validation in Kenya", forthcoming European Economic Review.

Identification Number:

https://doi.org/10.1016/j.euroecorev.2020.103493

Bibliographic Citation:

Bauer, Michal, Julie Chytilova, and Edward Miguel. (2020). "Using survey questions to measure preferences: Lessons from an experimental validation in Kenya", forthcoming European Economic Review.

File Description--f4055563

File: Validation_Dataset.tab

Number of cases: 123
No. of variables per record: 232
Type of File: text/tab-separated-values

Notes:

UNF:6:OeWfpn+fKKNpfK7p5ufKyA==

Variable Description

List of Variables:

survey_id
e_week - Exp_week (week of experiment)
e_order - Exp_Order_Type
e_time_comprehen1 - 1 if participant chose a correct answer (600)
e_time_comprehen2 - 1 if participant chose a correct answer (810)
e_time_cq - Time preference (experiment, understanding)
e_time_q1 - Exp_Time.1.player.decision1
e_time_q2 - Exp_Time.1.player.decision2
e_time_q3 - Exp_Time.1.player.decision3
e_time_q4 - Exp_Time.1.player.decision4
e_time_q5 - Exp_Time.1.player.decision5
e_time_q6 - Exp_Time.1.player.decision6
e_time_q7 - Exp_Time.1.player.decision7
e_time_q8 - Exp_Time.1.player.decision8
e_time_q9 - Exp_Time.1.player.decision9
e_time_q10 - Exp_Time.1.player.decision10
e_time_q11 - Exp_Time.1.player.decision11
e_time_q12 - Exp_Time.1.player.decision12
e_time_q13 - Exp_Time.1.player.decision13
e_time_q14 - Exp_Time.1.player.decision14
e_time_q15 - Exp_Time.1.player.decision15
e_time_q16 - Exp_Time.1.player.decision16
e_time_q17 - Exp_Time.1.player.decision17
e_time_q18 - Exp_Time.1.player.decision18
e_time_q19 - Exp_Time.1.player.decision19
e_time_q20 - Exp_Time.1.player.decision20
e_time_q21 - Exp_Time.1.player.decision21
e_time_q22 - Exp_Time.1.player.decision22
e_time_q23 - Exp_Time.1.player.decision23
e_time_q24 - Exp_Time.1.player.decision24
e_time_q25 - Exp_Time.1.player.decision25
e_time_incons - Time preference (experiment, # of inconsistencies)
e_time - Time preference (experiment, switching row)
std_e_time - Standardized values of (e_time)
e_risk_comprehen1 - 1 if participant chose a correct answer (2000)
e_risk_comprehen2 - 1 if participant chose a correct answer (0)
e_risk_comprehen3 - 1 if participant chose a correct answer (equally likely)
e_risk_cq - Risk preference (experiment, understanding)
e_risk_q1 - Exp_Risk.1.player.decision1
e_risk_q2 - Exp_Risk.1.player.decision2
e_risk_q3 - Exp_Risk.1.player.decision3
e_risk_q4 - Exp_Risk.1.player.decision4
e_risk_q5 - Exp_Risk.1.player.decision5
e_risk_q6 - Exp_Risk.1.player.decision6
e_risk_q7 - Exp_Risk.1.player.decision7
e_risk_q8 - Exp_Risk.1.player.decision8
e_risk_q9 - Exp_Risk.1.player.decision9
e_risk_q10 - Exp_Risk.1.player.decision10
e_risk_q11 - Exp_Risk.1.player.decision11
e_risk_q12 - Exp_Risk.1.player.decision12
e_risk_q13 - Exp_Risk.1.player.decision13
e_risk_q14 - Exp_Risk.1.player.decision14
e_risk_q15 - Exp_Risk.1.player.decision15
e_risk_q16 - Exp_Risk.1.player.decision16
e_risk_q17 - Exp_Risk.1.player.decision17
e_risk_q18 - Exp_Risk.1.player.decision18
e_risk_q19 - Exp_Risk.1.player.decision19
e_risk_q20 - Exp_Risk.1.player.decision20
e_risk_q21 - Exp_Risk.1.player.decision21
e_risk_incons - Risk preference (experiment, # of inconsistencies)
e_risk - Risk preference (experiment, switching row)
std_e_risk - Standardized values of (e_risk)
e_ambig_comprehen1 - 1 if participant chose a correct answer (1000)
e_ambig_comprehen2 - 1 if participant chose a correct answer (0)
e_ambig_comprehen3 - 1 if participant chose a correct answer (1000)
e_ambig_comprehen4 - 1 if participant chose a correct answer (0)
e_ambig_cq - Ambiguity aversion (experiment, understanding)
e_ambig - Ambiguity aversion (exp, dummy)
std_e_ambig - Standardized values of (e_ambig)
e_prosocial_gen - Generalized altruism (exp)
std_e_prosocial_gen - Standardized values of (e_prosocial_gen)
e_prosocial_in - In-group altruism (exp)
std_e_prosocial_in - Standardized values of (e_prosocial_in)
e_prosocial_out - Out-group altruism (exp)
std_e_prosocial_out - Standardized values of (e_prosocial_out)
e_antisocial_comprehen1_gen - 1 if participant chose a correct answer (1000)
e_antisocial_comprehen2_gen - 1 if participant chose a correct answer (1000)
e_antisocial_comprehen3_gen - 1 if participant chose a correct answer (980)
e_antisocial_comprehen4_gen - 1 if participant chose a correct answer (500)
e_antisocial_cq - Antisocial (experiment, understanding)
e_antisocial_gen - Generalized antisocial (exp, d)
std_e_antisocial_gen - Standardized values of (e_antisocial_gen)
e_antisocial_in - In-group antisocial (exp, d)
std_e_antisocial_in - Standardized values of (e_antisocial_in)
e_antisocial_out - Out-group antisocial (exp, d)
std_e_antisocial_out - Standardized values of (e_antisocial_out)
e_reciprocity - Reciprocity (exp, amount given to PA)
std_e_reciprocity - Standardized values of (e_reciprocity)
e_reciprocity2 - Reciprocity (exp, dif. in amount given to PA and PB)
std_e_reciprocity2 - Standardized values of (e_reciprocity2)
e_alphab_week1 - Exp_Tasks_End.1.player.alphabets_week_1
e_alphab_week2 - Exp_Tasks_End.1.player.alphabets_week_2
e_birthyear - Exp_Tasks_End.1.player.year_of_birth
e_gender - Exp_Tasks_End.1.player.gender
e_education - Exp_Tasks_End.1.player.highest_level_of_education
e_marit_status - Exp_Tasks_End.1.player.marital_status
e_children - Exp_Tasks_End.1.player.biological_children
e_mother_tongue - Exp_Tasks_End.1.player.mother_tongue
e_other_mother_tongue - Exp_Tasks_End.1.player.mother_tongue_other
s_week - Survey week
s_risk_qual - Risk preference (survey, qualitative)
std_s_risk_qual - Standardized values of (s_risk_qual)
s_time_qual - Time preference (survey, qualitative)
std_s_time_qual - Standardized values of (s_time_qual)
s_prosocial_qual1_gen - Generalized altruism (survey, qualitative 1 - donation)
std_s_prosocial_qual1_gen - Standardized values of (s_prosocial_qual1_gen)
s_prosocial_qual1_in - In-group altruism (survey, qualitative 1 - donation)
std_s_prosocial_qual1_in - Standardized values of (s_prosocial_qual1_in)
s_prosocial_qual1_out - Out-group altruism (survey, qualitative 1 - donation)
std_s_prosocial_qual1_out - Standardized values of (s_prosocial_qual1_out)
s_prosocial_qual2_gen - Generalized altruism (survey, qualitative 2 - sharing)
std_s_prosocial_qual2_gen - Standardized values of (s_prosocial_qual2_gen)
s_prosocial_qual2_in - In-group altruism (survey, qualitative 2 - sharing)
std_s_prosocial_qual2_in - Standardized values of (s_prosocial_qual2_in)
s_prosocial_qual2_out - Out-group altruism (survey, qualitative 2 - sharing)
std_s_prosocial_qual2_out - Standardized values of (s_prosocial_qual2_out)
s_antisocial_qual1_gen - Generalized antisocial (survey, qualitative 1 - cause troubles)
std_s_antisocial_qual1_gen - Standardized values of (s_antisocial_qual1_gen)
s_antisocial_qual1_in - Ingroup antisocial (survey, qualitative 1 - cause troubles)
std_s_antisocial_qual1_in - Standardized values of (s_antisocial_qual1_in)
s_antisocial_qual1_out - Outgroup antisocial (survey, qualitative 1 - cause troubles)
std_s_antisocial_qual1_out - Standardized values of (s_antisocial_qual1_out)
s_antisocial_qual2_gen - Generalized antisocial (survey, qualitative 2 - make harm)
std_s_antisocial_qual2_gen - Standardized values of (s_antisocial_qual2_gen)
s_antisocial_qual2_in - In-group antisocial (survey, qualitative 2 - make harm)
std_s_antisocial_qual2_in - Standardized values of (s_antisocial_qual2_in)
s_antisocial_qual2_out - Out-group antisocial (survey, qualitative 2 - make harm)
std_s_antisocial_qual2_out - Standardized values of (s_antisocial_qual2_out)
s_reciprocity_qual - Reciprocity (survey, qualitative)
std_s_reciprocity_qual - Standardized values of (s_reciprocity_qual)
s_risk_q74 - Q6.1_900 draw, 480 for sure
s_risk_q75 - Q6.2_900 draw, 240 for sure
s_risk_q76 - Q6.3_900 draw, 120 for sure
s_risk_q77 - Q6.4_900 draw, 180 for sure
s_risk_q78 - Q6.5_900 draw, 210 for sure
s_risk_q79 - Q6.6_900 draw, 150 for sure
s_risk_q80 - Q6.7_900 draw, 60 for sure
s_risk_q81 - Q6.8_900 draw, 90 for sure
s_risk_q82 - Q6.9_900 draw, 30 for sure
s_risk_q83 - Q6.10_900 draw, 360 for sure
s_risk_q84 - Q6.11_900 draw, 300 for sure
s_risk_q85 - Q6.12_900 draw, 270 for sure
s_risk_q86 - Q6.13_900 draw, 330 for sure
s_risk_q87 - Q6.14_900 draw, 420 for sure
s_risk_q88 - Q6.15_900 draw, 450 for sure
s_risk_q89 - Q6.16_900 draw, 390 for sure
s_risk_q90 - Q6.17_900 draw, 720 for sure
s_risk_q91 - Q6.18_900 draw, 600 for sure
s_risk_q92 - Q6.19_900 draw, 540 for sure
s_risk_q93 - Q6.20_900 draw, 570 for sure
s_risk_q94 - Q6.21_900 draw, 510 for sure
s_risk_q95 - Q6.22_900 draw, 660 for sure
s_risk_q96 - Q6.23_900 draw, 690 for sure
s_risk_q97 - Q6.24_900 draw, 630 for sure
s_risk_q98 - Q6.25_900 draw, 840 for sure
s_risk_q99 - Q6.26_900 draw, 780 for sure
s_risk_q100 - Q6.27_900 draw, 810 for sure
s_risk_q101 - Q6.28_900 draw, 750 for sure
s_risk_q102 - Q6.29_900 draw, 900 for sure
s_risk_q103 - Q6.30_900 draw, 870 for sure
s_risk_q104 - Q6.31_900 draw, 930 for sure
s_risk_quant - Risk preference (survey, quantitative)
std_s_risk_quant - Standardized values of (s_risk_quant)
s_antisocial_quant_gen - Generalized antisocial (survey, quantitative, d)
std_s_antisocial_quant_gen - Standardized values of (s_antisocial_quant_gen)
s_antisocial_quant_in - In-group antisocial (survey, quantitative, d)
std_s_antisocial_quant_in - Standardized values of (s_antisocial_quant_in)
s_antisocial_quant_out - Out-group antisocial (survey, quantitative, d)
std_s_antisocial_quant_out - Standardized values of (s_antisocial_quant_out)
s_reciprocity_quant_d - Reciprocity (survey, quantive, dummy)
s_reciprocity_quant - Reciprocity (survey, quantitative)
std_s_reciprocity_quant - Standardized values of (s_reciprocity_quant)
s_prosocial_quant_gen - Generalized altruism (survey, quantitative)
std_s_prosocial_quant_gen - Standardized values of (s_prosocial_quant_gen)
s_prosocial_quant_in - In-group altruism (survey, quantitative)
std_s_prosocial_quant_in - Standardized values of (s_prosocial_quant_in)
s_prosocial_quant_out - Out-group altruism (survey, quantitative)
std_s_prosocial_quant_out - Standardized values of (s_prosocial_quant_out)
s_time_q107 - Q10.1: 300 today, 461 in 12 months
s_time_q108 - Q10.2: 300 today, 376 in 12 months
s_time_q109 - Q10.3: 300 today, 337 in 12 months
s_time_q110 - Q10.4: 300 today, 318 in 12 months
s_time_q111 - Q10.5: 300 today, 309 in 12 months
s_time_q112 - Q10.6: 300 today, 328 in 12 months
s_time_q113 - Q10.7: 300 today, 356 in 12 months
s_time_q114 - Q10.8: 300 today, 366 in 12 months
s_time_q115 - Q10.9: 300 today, 347 in 12 months
s_time_q116 - Q10.10: 300 today, 418 in 12 months
s_time_q117 - Q10.11: 300 today, 397 in 12 months
s_time_q118 - Q10.12: 300 today, 386 in 12 months
s_time_q119 - Q10.13: 300 today, 407 in 12 months
s_time_q120 - Q10.14: 300 today, 439 in 12 months
s_time_q121 - Q10.15: 300 today, 428 in 12 months
s_time_q122 - Q10.16: 300 today, 450 in 12 months
s_time_q123 - Q10.17: 300 today, 555 in 12 months
s_time_q124 - Q10.18: 300 today, 605 in 12 months
s_time_q125 - Q10.19: 300 today, 580 in 12 months
s_time_q126 - Q10.20: 300 today, 592 in 12 months
s_time_q127 - Q10.21: 300 today, 567 in 12 months
s_time_q128 - Q10.22: 300 today, 631 in 12 months
s_time_q129 - Q10.23: 300 today, 644 in 12 months
s_time_q130 - Q10.24: 300 today, 618 in 12 months
s_time_q131 - Q10.25: 300 today, 507 in 12 months
s_time_q132 - Q10.26: 300 today, 484 in 12 months
s_time_q133 - Q10.27: 300 today, 473 in 12 months
s_time_q134 - Q10.28: 300 today, 495 in 12 months
s_time_q135 - Q10.29: 300 today, 531 in 12 months
s_time_q136 - Q10.30: 300 today, 519 in 12 months
s_time_q137 - Q10.31: 300 today, 543 in 12 months
s_time_quant - Time preference (survey, quantitative)
std_s_time_quant - Standardized values of (s_time_quant)
s_ambig_quant - Ambiguity aversion (survey, quantitative, dummy)
std_s_ambig_quant - Standardized values of (s_ambig_quant)
s_birthyear - Birth year
s_age - Age
s_gender - survey.1.player.gender
s_female - Female
s_education - survey.1.player.highest_level_of_education
s_employ_status - survey.1.player.employment_status
s_unemployed - Unemployed
s_income_often - survey.1.player.income_often_got
s_daily_earn - survey.1.player.daily_earnings
s_week_earn - survey.1.player.weekly_earnings
s_monthearn - survey.1.player.monthly_earnings
s_marit_status - survey.1.player.marital_status
s_children - Number of children
s_mother_tongue - survey.1.player.mother_tongue
s_other_mother_tongue - survey.1.player.mother_tongue_other
s_birthreg - survey.1.player.birth_region
s_religion - survey.1.player.religion
s_alphab_week1 - survey.1.player.alphabets_week_1
s_alphab_week2 - survey.1.player.alphabets_week_2

Variables

survey_id

f4055563 Location:

Summary Statistics: Min. 114093.0; Mean 148036.0650406504; StDev 16422.02743106206; Max. 169592.0; Valid 123.0

Variable Format: numeric

Notes: UNF:6:TWWI6rPphj+JXq/l/V+OCA==

Exp_week (week of experiment)

f4055563 Location:

Summary Statistics: Mean 1.4959349593495934; Max. 2.0; Valid 123.0; Min. 1.0; StDev 0.5020284058947287

Variable Format: numeric

Notes: UNF:6:k785/1SOT90lJPSuUONTYg==

Exp_Order_Type

f4055563 Location:

Summary Statistics: StDev 0.497226748634373; Min. 1.0; Valid 123.0; Max. 2.0; Mean 1.4308943089430899;

Variable Format: numeric

Notes: UNF:6:PRQbO2E7rV18bFg84d+qvg==

1 if participant chose a correct answer (600)

f4055563 Location:

Summary Statistics: Mean 0.8780487804878049; Min. 0.0; Max. 1.0; Valid 123.0; StDev 0.3285678275076405

Variable Format: numeric

Notes: UNF:6:tpf4S6KDCcz5xXxWEYI1Bg==

1 if participant chose a correct answer (810)

f4055563 Location:

Summary Statistics: StDev 0.47333256368751364; Valid 123.0; Mean 0.6666666666666666; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:g5OWKU3raEnBL+B02gxZkA==

Time preference (experiment, understanding)

f4055563 Location:

Summary Statistics: Max. 2.0; StDev 0.5761948742570392; Min. 0.0; Valid 123.0; Mean 1.5447154471544713

Variable Format: numeric

Notes: UNF:6:JZO8f/hZasfnfGunDTDq2g==

Exp_Time.1.player.decision1

f4055563 Location:

Variable Format: character

Notes: UNF:6:ItJ9TfUSPNiNbvuF7A2A3Q==

Exp_Time.1.player.decision2

f4055563 Location:

Variable Format: character

Notes: UNF:6:qv1a4RkBqs0sV3ggDFeHCw==

Exp_Time.1.player.decision3

f4055563 Location:

Variable Format: character

Notes: UNF:6:dms++/EPj2OCw2kLuCS+9w==

Exp_Time.1.player.decision4

f4055563 Location:

Variable Format: character

Notes: UNF:6:bYPsPSqLkYTVa+7gHGe1/g==

Exp_Time.1.player.decision5

f4055563 Location:

Variable Format: character

Notes: UNF:6:W+6A7QqNEH2uerMhrNFLMA==

Exp_Time.1.player.decision6

f4055563 Location:

Variable Format: character

Notes: UNF:6:t0NRmhiGyGUQ6ukAfqGhmA==

Exp_Time.1.player.decision7

f4055563 Location:

Variable Format: character

Notes: UNF:6:bvimO2NWWzsBqm0mMB4tKg==

Exp_Time.1.player.decision8

f4055563 Location:

Variable Format: character

Notes: UNF:6:MokLAHYpeYV/uKG8b+9uMQ==

Exp_Time.1.player.decision9

f4055563 Location:

Variable Format: character

Notes: UNF:6:1aA/j26z8JlFYOYHt5GnAg==

Exp_Time.1.player.decision10

f4055563 Location:

Variable Format: character

Notes: UNF:6:7P395hUwMVEQvhJwP0LeZQ==

Exp_Time.1.player.decision11

f4055563 Location:

Variable Format: character

Notes: UNF:6:UAidaqfmlqfCRhfBi97/sg==

Exp_Time.1.player.decision12

f4055563 Location:

Variable Format: character

Notes: UNF:6:hImTIFgH8L0i/1aG10ZBWQ==

Exp_Time.1.player.decision13

f4055563 Location:

Variable Format: character

Notes: UNF:6:DcssnbsZX/IOWxb75r0VbQ==

Exp_Time.1.player.decision14

f4055563 Location:

Variable Format: character

Notes: UNF:6:x4eA+BmvqqIiLRw7CWB1Rg==

Exp_Time.1.player.decision15

f4055563 Location:

Variable Format: character

Notes: UNF:6:K+9FWU5owcvwCs3f9m2g8A==

Exp_Time.1.player.decision16

f4055563 Location:

Variable Format: character

Notes: UNF:6:VJ1EmU2Ur0XFrORlOFNVig==

Exp_Time.1.player.decision17

f4055563 Location:

Variable Format: character

Notes: UNF:6:neFmwQg16BJwVjK6bF40SA==

Exp_Time.1.player.decision18

f4055563 Location:

Variable Format: character

Notes: UNF:6:88Q+Wb3FX8sm+pWlnswevA==

Exp_Time.1.player.decision19

f4055563 Location:

Variable Format: character

Notes: UNF:6:+Bs9CECZvRhoXzD4NcF7UQ==

Exp_Time.1.player.decision20

f4055563 Location:

Variable Format: character

Notes: UNF:6:6gTEeFjQXnSu34xhtwbz9A==

Exp_Time.1.player.decision21

f4055563 Location:

Variable Format: character

Notes: UNF:6:HWY2B/4MBDLxh+ghkOpc6A==

Exp_Time.1.player.decision22

f4055563 Location:

Variable Format: character

Notes: UNF:6:31424/1u1cO2YGCSprGbDQ==

Exp_Time.1.player.decision23

f4055563 Location:

Variable Format: character

Notes: UNF:6:Kqa8hOxR/bpLyG7e7aYRUA==

Exp_Time.1.player.decision24

f4055563 Location:

Variable Format: character

Notes: UNF:6:PXLmgBd7+AeRMu3trE+2LQ==

Exp_Time.1.player.decision25

f4055563 Location:

Variable Format: character

Notes: UNF:6:6oHnWVAlVwEhL+Gbpo9HDw==

Time preference (experiment, # of inconsistencies)

f4055563 Location:

Summary Statistics: Mean 0.06504065040650413; Valid 123.0; StDev 0.24760615866615573; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:LWMa4cdof4WQ3RP9ENVzqg==

Time preference (experiment, switching row)

f4055563 Location:

Summary Statistics: Valid 123.0; Min. 1.0; Max. 26.0; StDev 9.108663251808107; Mean 9.154471544715445

Variable Format: numeric

Notes: UNF:6:rNrDTyRKjCyx+My6w4JHQg==

Standardized values of (e_time)

f4055563 Location:

Summary Statistics: StDev 1.0000000174828585; Mean -9.449516924136866E-9; Valid 123.0; Min. -0.8952435255050659; Max. 1.8493963479995728;

Variable Format: numeric

Notes: UNF:6:uMq/LQ16aLbmQtp5uxBqsw==

1 if participant chose a correct answer (2000)

f4055563 Location:

Summary Statistics: Valid 123.0; StDev 0.4836387468193894; Max. 1.0; Mean 0.6341463414634146; Min. 0.0

Variable Format: numeric

Notes: UNF:6:MubYkyurK5LrPUMvZhJTHQ==

1 if participant chose a correct answer (0)

f4055563 Location:

Summary Statistics: Mean 0.5203252032520325; Valid 123.0; Min. 0.0; Max. 1.0; StDev 0.5016300232853186

Variable Format: numeric

Notes: UNF:6:kxCsdjG0w/UIFm4pBUt/TQ==

1 if participant chose a correct answer (equally likely)

f4055563 Location:

Summary Statistics: StDev 0.4897999983510064; Valid 123.0; Min. 0.0; Max. 1.0; Mean 0.6097560975609756

Variable Format: numeric

Notes: UNF:6:KXi1yIJyonr4aesJqHV1Og==

Risk preference (experiment, understanding)

f4055563 Location:

Summary Statistics: Valid 123.0; Min. 0.0; Max. 3.0; StDev 1.032911695502114; Mean 1.764227642276423

Variable Format: numeric

Notes: UNF:6:EgcrXSmC99HnY8nT9OdAHA==

Exp_Risk.1.player.decision1

f4055563 Location:

Variable Format: character

Notes: UNF:6:ilDm6husdUaQLn4z3YVc2A==

Exp_Risk.1.player.decision2

f4055563 Location:

Variable Format: character

Notes: UNF:6:ThjukUVlVO2yCPSQa3+w8Q==

Exp_Risk.1.player.decision3

f4055563 Location:

Variable Format: character

Notes: UNF:6:JgY7Hv03QTLcsl90nvetGQ==

Exp_Risk.1.player.decision4

f4055563 Location:

Variable Format: character

Notes: UNF:6:9Wa+9mG7/e2t3Kp+s5uZwA==

Exp_Risk.1.player.decision5

f4055563 Location:

Variable Format: character

Notes: UNF:6:zSI2ebo3nkJnSINhMb3vUA==

Exp_Risk.1.player.decision6

f4055563 Location:

Variable Format: character

Notes: UNF:6:oe86NdYH6Z/j+O63PIyZ7g==

Exp_Risk.1.player.decision7

f4055563 Location:

Variable Format: character

Notes: UNF:6:BjPU3Xm3soC6TEJQV1pUnQ==

Exp_Risk.1.player.decision8

f4055563 Location:

Variable Format: character

Notes: UNF:6:1NXRsepRfUe7UsfpKJ8VGQ==

Exp_Risk.1.player.decision9

f4055563 Location:

Variable Format: character

Notes: UNF:6:4EAIc2ux0mRn0ZpUlXWkpQ==

Exp_Risk.1.player.decision10

f4055563 Location:

Variable Format: character

Notes: UNF:6:UbidKqJajP1h/+XuhWBxkg==

Exp_Risk.1.player.decision11

f4055563 Location:

Variable Format: character

Notes: UNF:6:Sd4ymIrBrXGK34/nnQKZng==

Exp_Risk.1.player.decision12

f4055563 Location:

Variable Format: character

Notes: UNF:6:BbC6wv/DToeIBrEi0T3iYQ==

Exp_Risk.1.player.decision13

f4055563 Location:

Variable Format: character

Notes: UNF:6:sQnXweTIeJvjQJ6vFAN5wQ==

Exp_Risk.1.player.decision14

f4055563 Location:

Variable Format: character

Notes: UNF:6:0KXqY2tIJ1CMSiFWl4VV/w==

Exp_Risk.1.player.decision15

f4055563 Location:

Variable Format: character

Notes: UNF:6:qgFx8y1XX50jwkv6tWKP1A==

Exp_Risk.1.player.decision16

f4055563 Location:

Variable Format: character

Notes: UNF:6:Yn1pMjA2egKSXSX+lvvH1Q==

Exp_Risk.1.player.decision17

f4055563 Location:

Variable Format: character

Notes: UNF:6:vdq6Maw0nB2nBcBWPof29g==

Exp_Risk.1.player.decision18

f4055563 Location:

Variable Format: character

Notes: UNF:6:24qzoKBe39tegY9gOYOgJg==

Exp_Risk.1.player.decision19

f4055563 Location:

Variable Format: character

Notes: UNF:6:4L7tWX4M4lvgfUTgTafelw==

Exp_Risk.1.player.decision20

f4055563 Location:

Variable Format: character

Notes: UNF:6:QHDXrTJzybM3bcd9ZjrCNw==

Exp_Risk.1.player.decision21

f4055563 Location:

Variable Format: character

Notes: UNF:6:Njn+DYRhLGQHKpuGtvks8A==

Risk preference (experiment, # of inconsistencies)

f4055563 Location:

Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.33776870526150243; Mean 0.1300813008130082; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:kwP/q44D8RaqYKZgG14T/A==

Risk preference (experiment, switching row)

f4055563 Location:

Summary Statistics: StDev 6.046313767020831; Valid 123.0; Max. 22.0; Mean 6.821138211382114; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:H+4Y0L+Wc2Ub6yGYEeP4JA==

Standardized values of (e_risk)

f4055563 Location:

Summary Statistics: Mean 1.338681556753452E-8; StDev 1.0000000056582603; Valid 123.0; Max. 2.510432481765747; Min. -0.9627581834793091

Variable Format: numeric

Notes: UNF:6:IYWekAgDFowgt45hTfOu2g==

1 if participant chose a correct answer (1000)

f4055563 Location:

Summary Statistics: Min. 0.0; Mean 0.8211382113821137; Max. 1.0; Valid 123.0; StDev 0.3848039808679957

Variable Format: numeric

Notes: UNF:6:Y79wAAlRD+mpOKEPFdCbsQ==

1 if participant chose a correct answer (0)

f4055563 Location:

Summary Statistics: Min. 0.0; Valid 123.0; Mean 0.6097560975609756; Max. 1.0; StDev 0.4897999983510064

Variable Format: numeric

Notes: UNF:6:DYV8bwVqvUuLlAtSMevxwQ==

1 if participant chose a correct answer (1000)

f4055563 Location:

Summary Statistics: Valid 123.0; Min. 0.0; Max. 1.0; StDev 0.40406438363568264; Mean 0.7967479674796748;

Variable Format: numeric

Notes: UNF:6:8wCXDtqXzLhYu7jTEAMmgQ==

1 if participant chose a correct answer (0)

f4055563 Location:

Summary Statistics: Valid 123.0; StDev 0.4972267486343733; Min. 0.0; Mean 0.5691056910569104; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:0d6tgBmLzHS8L0xhRYDuvg==

Ambiguity aversion (experiment, understanding)

f4055563 Location:

Summary Statistics: StDev 1.2143901498113976; Mean 2.796747967479675; Max. 4.0; Min. 0.0; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:t4Xfdu3Ly/Fz35zydHxCAw==

Ambiguity aversion (exp, dummy)

f4055563 Location:

Summary Statistics: Mean 0.24390243902439013; Min. 0.0; Valid 123.0; Max. 1.0; StDev 0.43119094349035264

Variable Format: numeric

Notes: UNF:6:zu1ro+FwCLQacRks2xwo2Q==

Standardized values of (e_ambig)

f4055563 Location:

Summary Statistics: Min. -0.5656483173370361; Max. 1.7535098791122437; Valid 123.0; StDev 1.0000000108303502; Mean 2.3260349231186985E-8

Variable Format: numeric

Notes: UNF:6:PabkRyOOnuH/BoyJR/S0Nw==

Generalized altruism (exp)

f4055563 Location:

Summary Statistics: Max. 1000.0; Valid 123.0; Min. 0.0; Mean 205.44715447154468; StDev 213.70368650793668;

Variable Format: numeric

Notes: UNF:6:yfDK7VSLTREObzmK8oEdDw==

Standardized values of (e_prosocial_gen)

f4055563 Location:

Summary Statistics: Valid 123.0; Mean 7.677732615888884E-9; Min. -0.9613645672798157; Max. 3.7180118560791016; StDev 1.0000000010750973

Variable Format: numeric

Notes: UNF:6:75CuiMC/rJDJ87gJwecSVg==

In-group altruism (exp)

f4055563 Location:

Summary Statistics: Min. 0.0; Valid 123.0; Max. 1000.0; Mean 213.13008130081303; StDev 221.65029165921771;

Variable Format: numeric

Notes: UNF:6:AAQOhU+rbz+y+ck6M7VtFw==

Standardized values of (e_prosocial_in)

f4055563 Location:

Summary Statistics: Mean -4.603610724788309E-9; StDev 1.0000000109051121; Min. -0.9615601301193237; Max. 3.55005145072937; Valid 123.0

Variable Format: numeric

Notes: UNF:6:pYlM80I+y+OpCBC4CYI3/w==

Out-group altruism (exp)

f4055563 Location:

Summary Statistics: StDev 183.31101993057806; Min. 0.0; Valid 123.0; Mean 165.7073170731707; Max. 1000.0

Variable Format: numeric

Notes: UNF:6:vNMEoqo8kNBwSRx3H/ZpKw==

Standardized values of (e_prosocial_out)

f4055563 Location:

Summary Statistics: Max. 4.551241397857666; Valid 123.0; Mean 1.5143455279275192E-9; Min. -0.903968095779419; StDev 0.9999999916768895

Variable Format: numeric

Notes: UNF:6:BbV35bbN0J1MxHf14YqQDg==

1 if participant chose a correct answer (1000)

f4055563 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.40406438363568253; Mean 0.7967479674796748; Valid 123.0

Variable Format: numeric

Notes: UNF:6:FVcULz3e5JO2ddMZp1eaSg==

1 if participant chose a correct answer (1000)

f4055563 Location:

Summary Statistics: StDev 0.4733325636875136; Mean 0.6666666666666667; Valid 123.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:1mYj9bpXeR+iPgua49HAmQ==

1 if participant chose a correct answer (980)

f4055563 Location:

Summary Statistics: Max. 1.0; StDev 0.5020284058947295; Valid 123.0; Mean 0.5040650406504066; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:DF3w6FATcOyKIclXL1KbeQ==

1 if participant chose a correct answer (500)

f4055563 Location:

Summary Statistics: StDev 0.4915655385214349; Mean 0.6016260162601627; Max. 1.0; Valid 123.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:wL02ePuCuImaq1AvLihcNA==

Antisocial (experiment, understanding)

f4055563 Location:

Summary Statistics: Max. 4.0; Min. 0.0; Mean 2.5691056910569103; Valid 123.0; StDev 1.274473860024355;

Variable Format: numeric

Notes: UNF:6:hLhLfMieHq5VZaGRwK/qyg==

Generalized antisocial (exp, d)

f4055563 Location:

Summary Statistics: Valid 123.0; Min. 0.0; StDev 0.3979153997194213; Mean 0.19512195121951223; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:jQO3LIHZA6R3rzGX/tL5yg==

Standardized values of (e_antisocial_gen)

f4055563 Location:

Summary Statistics: Mean -2.9075437206922787E-9; StDev 0.9999999688761233; Min. -0.4903603792190552; Valid 123.0; Max. 2.0227365493774414

Variable Format: numeric

Notes: UNF:6:ljJ9A9DkJjHP1yEWaNxulw==

In-group antisocial (exp, d)

f4055563 Location:

Summary Statistics: Mean 0.2347826086956522; Valid 115.0; Max. 1.0; Min. 0.0; StDev 0.4257178618997604

Variable Format: numeric

Notes: UNF:6:khoJZDFFO+tfieaM8D5UQQ==

Standardized values of (e_antisocial_in)

f4055563 Location:

Summary Statistics: Valid 115.0; Min. -0.5514981150627136; Max. 1.7974754571914673; StDev 1.0000000068390933; Mean 2.7988268014311758E-8

Variable Format: numeric

Notes: UNF:6:c6G36stM2OcSEzdwe4iNWA==

Out-group antisocial (exp, d)

f4055563 Location:

Summary Statistics: Valid 123.0; Min. 0.0; StDev 0.4878915023712737; Max. 1.0; Mean 0.3821138211382114;

Variable Format: numeric

Notes: UNF:6:xaDvgwEh9ijNrjNHn/T1Ew==

Standardized values of (e_antisocial_out)

f4055563 Location:

Summary Statistics: Min. -0.7831942439079285; Max. 1.266441822052002; Mean 2.5198711662907006E-8; Valid 123.0; StDev 1.000000019535538;

Variable Format: numeric

Notes: UNF:6:qMDQzqz24mHBYVpu0AqfQA==

Reciprocity (exp, amount given to PA)

f4055563 Location:

Summary Statistics: StDev 259.3671521328233; Max. 1000.0; Mean 257.32520325203257; Valid 123.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:IgxrJYwdlc3lm2nijgyj0A==

Standardized values of (e_reciprocity)

f4055563 Location:

Summary Statistics: Max. 2.8634111881256104; StDev 1.0000000067078474; Valid 123.0; Min. -0.9921271800994873; Mean 1.1160727424446005E-8

Variable Format: numeric

Notes: UNF:6:dn5jxOv1Fr7HMpc0UYbSQA==

Reciprocity (exp, dif. in amount given to PA and PB)

f4055563 Location:

Summary Statistics: Min. -400.0; Mean 179.80487804878052; Max. 1000.0; Valid 123.0; StDev 260.72819395598657

Variable Format: numeric

Notes: UNF:6:DSt1xL6X0YiTH6HhxPtyyg==

Standardized values of (e_reciprocity2)

f4055563 Location:

Summary Statistics: StDev 0.9999999871436334; Min. -2.223790407180786; Mean 3.3273013847307553E-9; Valid 123.0; Max. 3.1457860469818115

Variable Format: numeric

Notes: UNF:6:1b+DKZLQ2AR1nc5KV9EEMg==

Exp_Tasks_End.1.player.alphabets_week_1

f4055563 Location:

Variable Format: character

Notes: UNF:6:Dr64pqmZKlsgXz00Y73UpA==

Exp_Tasks_End.1.player.alphabets_week_2

f4055563 Location:

Variable Format: character

Notes: UNF:6:hMh9xAOp5fYEyWrjh5+fbg==

Exp_Tasks_End.1.player.year_of_birth

f4055563 Location:

Summary Statistics: Min. 1969.0; StDev 1793333.8597213416; Mean 163687.82926829264; Valid 123.0; Max. 1.9891023E7

Variable Format: numeric

Notes: UNF:6:uy0HC0RA61u5t3QzGg5IiQ==

Exp_Tasks_End.1.player.gender

f4055563 Location:

Variable Format: character

Notes: UNF:6:85pWCe1TzqrWE2HKhPpTNg==

Exp_Tasks_End.1.player.highest_level_of_education

f4055563 Location:

Summary Statistics: StDev 4.0093852311828515; Min. 1.0; Max. 16.0; Valid 123.0; Mean 4.878048780487805

Variable Format: numeric

Notes: UNF:6:ZkmInKbinC3ChG35j4FZmA==

Exp_Tasks_End.1.player.marital_status

f4055563 Location:

Variable Format: character

Notes: UNF:6:1qgUU2w9b3xQIry4a40twQ==

Exp_Tasks_End.1.player.biological_children

f4055563 Location:

Summary Statistics: Min. 0.0; Mean 2.674796747967481; Valid 123.0; StDev 8.968520479404479; Max. 100.0;

Variable Format: numeric

Notes: UNF:6:5DlSFkmCYn70MIswYqIF6g==

Exp_Tasks_End.1.player.mother_tongue

f4055563 Location:

Variable Format: character

Notes: UNF:6:oH2APk1cbaPhKnfdvMEUaA==

Exp_Tasks_End.1.player.mother_tongue_other

f4055563 Location:

Variable Format: character

Notes: UNF:6:Amg3J8CBMAFxHYi448ovtQ==

Survey week

f4055563 Location:

Summary Statistics: Mean 1.5040650406504066; StDev 0.5020284058947287; Valid 123.0; Max. 2.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:RUbixhDfaUuGAK4Qy/5nrw==

Risk preference (survey, qualitative)

f4055563 Location:

Summary Statistics: Min. 0.0; StDev 2.944124010101917; Mean 6.934959349593495; Valid 123.0; Max. 10.0

Variable Format: numeric

Notes: UNF:6:Q6bOR6Puc5XZPAIipAmEKw==

Standardized values of (s_risk_qual)

f4055563 Location:

Summary Statistics: Valid 123.0; Min. -2.355525493621826; Mean -7.61715859673688E-9; StDev 0.9999999840342961; Max. 1.0410704612731934

Variable Format: numeric

Notes: UNF:6:f8yfJayDsAkMhytRNxe+uw==

Time preference (survey, qualitative)

f4055563 Location:

Summary Statistics: Valid 123.0; Max. 10.0; StDev 3.0306972711935702; Mean 7.536585365853659; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Vgg6WJYkAg84lZxocjwjAw==

Standardized values of (s_time_qual)

f4055563 Location:

Summary Statistics: Max. 0.812821090221405; StDev 1.0000000113143126; Mean 1.2114771697116615E-10; Valid 123.0; Min. -2.4867496490478516

Variable Format: numeric

Notes: UNF:6:yP80ufERV0qwgZV15yL4/A==

Generalized altruism (survey, qualitative 1 - donation)

f4055563 Location:

Summary Statistics: StDev 3.341746014699894; Valid 123.0; Min. 0.0; Max. 10.0; Mean 6.886178861788618

Variable Format: numeric

Notes: UNF:6:/Cqr1o4RwmAYtkNpNeaN3g==

Standardized values of (s_prosocial_qual1_gen)

f4055563 Location:

Summary Statistics: Max. 0.9317947030067444; Valid 123.0; StDev 1.0000000106106313; Min. -2.0606529712677; Mean 7.147711318937838E-9;

Variable Format: numeric

Notes: UNF:6:Y5dqRUjuq5rARyS05gj8ZA==

In-group altruism (survey, qualitative 1 - donation)

f4055563 Location:

Summary Statistics: Mean 7.634146341463415; Min. 0.0; Max. 10.0; Valid 123.0; StDev 3.0170778737781077

Variable Format: numeric

Notes: UNF:6:scO5CeO5G5/CPzbG2IK2Qw==

Standardized values of (s_prosocial_qual1_in)

f4055563 Location:

Summary Statistics: StDev 0.9999999979666243; Mean 8.359188398387465E-9; Min. -2.530311346054077; Max. 0.7841539978981018; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:+iSOovomoLPrlWTfG1J4cA==

Out-group altruism (survey, qualitative 1 - donation)

f4055563 Location:

Summary Statistics: Max. 10.0; Min. 0.0; Valid 123.0; Mean 6.813008130081301; StDev 3.206933046620575;

Variable Format: numeric

Notes: UNF:6:VNt28qcrhz6vJrsIMuqBZA==

Standardized values of (s_prosocial_qual1_out)

f4055563 Location:

Summary Statistics: Max. 0.9937818646430969; Mean 1.3326241474367647E-8; Min. -2.124462127685547; Valid 123.0; StDev 0.9999999870228707

Variable Format: numeric

Notes: UNF:6:koY53Qh9HCuuZw6GMAQsjA==

Generalized altruism (survey, qualitative 2 - sharing)

f4055563 Location:

Summary Statistics: StDev 3.0361235341941186; Min. 0.0; Mean 7.723577235772358; Valid 123.0; Max. 10.0

Variable Format: numeric

Notes: UNF:6:3B2HoUxc+7a19HEEzmqGlw==

Standardized values of (s_prosocial_qual2_gen)

f4055563 Location:

Summary Statistics: Max. 0.7497793436050415; StDev 0.9999999958876176; Mean -1.066099316144171E-8; Min. -2.5438942909240723; Valid 123.0

Variable Format: numeric

Notes: UNF:6:smxG77+lrhFMvtklQ6HU6A==

In-group altruism (survey, qualitative 2 - sharing)

f4055563 Location:

Summary Statistics: Mean 7.317073170731708; Max. 10.0; StDev 3.2876247671162626; Min. 0.0; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:Ag0RsJwgJgKVxkaJGCd0+Q==

Standardized values of (s_prosocial_qual2_in)

f4055563 Location:

Summary Statistics: Max. 0.8160684704780579; Valid 123.0; Mean 7.874597505229431E-9; StDev 1.000000021737387; Min. -2.2256412506103516;

Variable Format: numeric

Notes: UNF:6:Z5hYBj5BoZkBAgWMQdkbEw==

Out-group altruism (survey, qualitative 2 - sharing)

f4055563 Location:

Summary Statistics: Max. 10.0; Valid 123.0; Mean 7.016260162601626; StDev 3.370517642390003; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:gY4SUQtbP3+RF9VfNOMdeg==

Standardized values of (s_prosocial_qual2_out)

f4055563 Location:

Summary Statistics: Mean -6.435967206329689E-10; StDev 0.9999999797506192; Max. 0.885246753692627; Min. -2.0816564559936523; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:89lcozGodLtZyLqfcNgfdw==

Generalized antisocial (survey, qualitative 1 - cause troubles)

f4055563 Location:

Summary Statistics: Min. 0.0; StDev 3.5561039050258323; Max. 10.0; Mean 2.3739837398373975; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:NIDVWxUgQ/rTAzazqkpfWg==

Standardized values of (s_antisocial_qual1_gen)

f4055563 Location:

Summary Statistics: Min. -0.6675799489021301; Max. 2.144486427307129; Mean 2.4108382659671442E-8; StDev 1.0000000144614662; Valid 123.0

Variable Format: numeric

Notes: UNF:6:dZnA3CinxVnHxCYngeaZdA==

Ingroup antisocial (survey, qualitative 1 - cause troubles)

f4055563 Location:

Summary Statistics: Valid 123.0; StDev 3.6937436975240705; Min. 0.0; Max. 10.0; Mean 2.365853658536585;

Variable Format: numeric

Notes: UNF:6:aSSb5Pers2+ozK6g/s5FVQ==

Standardized values of (s_antisocial_qual1_in)

f4055563 Location:

Summary Statistics: StDev 0.9999999920809636; Valid 123.0; Max. 2.066777467727661; Mean -4.3613154803962486E-9; Min. -0.6405029296875

Variable Format: numeric

Notes: UNF:6:RLaQjdGpOJXENE2mdKdlbA==

Outgroup antisocial (survey, qualitative 1 - cause troubles)

f4055563 Location:

Summary Statistics: Valid 123.0; Max. 10.0; StDev 3.3868291594495727; Min. 0.0; Mean 2.1707317073170724

Variable Format: numeric

Notes: UNF:6:FR/o+AzcJY+Zv4xxuPXAJw==

Standardized values of (s_antisocial_qual1_out)

f4055563 Location:

Summary Statistics: Valid 123.0; StDev 0.9999999740914344; Mean -1.1933043611961934E-8; Max. 2.311680793762207; Min. -0.6409333348274231

Variable Format: numeric

Notes: UNF:6:9Tc5mYzY577KCP2cvwoB/w==

Generalized antisocial (survey, qualitative 2 - make harm)

f4055563 Location:

Summary Statistics: Valid 123.0; StDev 3.473515108711805; Min. 0.0; Max. 10.0; Mean 1.9837398373983737

Variable Format: numeric

Notes: UNF:6:n/ScFgOYSc5rvLt4YDUizw==

Standardized values of (s_antisocial_qual2_gen)

f4055563 Location:

Summary Statistics: Min. -0.5711044073104858; Valid 123.0; Max. 2.307823657989502; Mean 1.512074134917075E-8; StDev 1.000000007527302;

Variable Format: numeric

Notes: UNF:6:reJNmYHFZb5HNuW+QL+XcA==

In-group antisocial (survey, qualitative 2 - make harm)

f4055563 Location:

Summary Statistics: Valid 123.0; Max. 10.0; Min. 0.0; StDev 3.6983413726205243; Mean 2.2439024390243905

Variable Format: numeric

Notes: UNF:6:ZT/7RknqIjmStKu0yhL3tA==

Standardized values of (s_antisocial_qual2_in)

f4055563 Location:

Summary Statistics: Mean -1.526460422561527E-8; Max. 2.0971827507019043; StDev 1.0000000185683744; Valid 123.0; Min. -0.6067321300506592

Variable Format: numeric

Notes: UNF:6:3suGTqe0aylc/LSLpIZGJQ==

Out-group antisocial (survey, qualitative 2 - make harm)

f4055563 Location:

Summary Statistics: Min. 0.0; Max. 10.0; Valid 123.0; StDev 3.416294031164529; Mean 1.9674796747967478

Variable Format: numeric

Notes: UNF:6:WaEm9L0Nob/2t4TuNTuuiA==

Standardized values of (s_antisocial_qual2_out)

f4055563 Location:

Summary Statistics: StDev 1.0000000013973638; Max. 2.3512380123138428; Min. -0.5759105086326599; Mean 1.0055255107326643E-8; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:ad1VBMWIHHXYY3xHPK/aMg==

Reciprocity (survey, qualitative)

f4055563 Location:

Summary Statistics: Max. 10.0; StDev 2.216160821289602; Valid 123.0; Min. 0.0; Mean 8.91869918699187;

Variable Format: numeric

Notes: UNF:6:hP9QDmcnCmuIeUppDVglbw==

Standardized values of (s_reciprocity_qual)

f4055563 Location:

Summary Statistics: Max. 0.4879162311553955; Valid 123.0; Mean 7.329432859192394E-9; Min. -4.0243916511535645; StDev 1.0000000006413199

Variable Format: numeric

Notes: UNF:6:uhSHuRdvvbJnsVBVVa2v2w==

Q6.1_900 draw, 480 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:3/y2lxTpYV/ZdGG/reL+gw==

Q6.2_900 draw, 240 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:by+4DJAF08Oto9zB4hrSUA==

Q6.3_900 draw, 120 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:fjOofjWQdXCNVFy8irV6XQ==

Q6.4_900 draw, 180 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:E/h2RNdmligAF8TeAtBiuw==

Q6.5_900 draw, 210 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:vsLtCXmG6yfqiHA2h8Kd3w==

Q6.6_900 draw, 150 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:ZzYV2FeRz8zHV/LDLgeGJQ==

Q6.7_900 draw, 60 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:hDzHpTvCTJodyJcYyTTx9Q==

Q6.8_900 draw, 90 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:5izFy4mmPtHghMftHA35Cw==

Q6.9_900 draw, 30 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:wjvyTRXV6hrH2ENNDgHDOg==

Q6.10_900 draw, 360 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:CLiNKZieQC6DFnSLurL9sQ==

Q6.11_900 draw, 300 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:tNQpmXL/f7+bMM3AOQkWiw==

Q6.12_900 draw, 270 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:a91E+4+U3QfZORI5Cr/PVg==

Q6.13_900 draw, 330 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:LijNz5LbgzbTmq+VWdUqRA==

Q6.14_900 draw, 420 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:DOGCIUPOlWRCQa8CJXiXng==

Q6.15_900 draw, 450 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:G+rkw7vX14kScKHXD07Cjg==

Q6.16_900 draw, 390 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:eWtlgRon+k0Ug2pCO+hGrg==

Q6.17_900 draw, 720 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:YZy8MZXDgfhPZTbgy+Vppg==

Q6.18_900 draw, 600 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:+SNr9VJgC3WU0ETeVQ3gNw==

Q6.19_900 draw, 540 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:5G8vL0tRWMQd3MGz7UuoqA==

Q6.20_900 draw, 570 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:zj0ZCEEwm6QCRJzbL+lERw==

Q6.21_900 draw, 510 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:OVA+kgrAEh+nGsPLFGjI2w==

Q6.22_900 draw, 660 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:3s5LOy/kXk8TsgiCeh1JRw==

Q6.23_900 draw, 690 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:5ADAw3XgsS7F9bwvdzPk/Q==

Q6.24_900 draw, 630 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:oxWA5mZlveefNG5FwUWXNA==

Q6.25_900 draw, 840 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:aUByx3Eki+4cvzzec0DWHg==

Q6.26_900 draw, 780 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:BWUDzWifcAggWHeaLGwc2w==

Q6.27_900 draw, 810 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:4hwz8SEPPkddOAkzm75TtA==

Q6.28_900 draw, 750 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:sT5IATp0giiE0riBviNMcw==

Q6.29_900 draw, 900 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:9PhmMWbwQaZOMzkbPJkZqA==

Q6.30_900 draw, 870 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:n5nuo+NdkWzA0WsBhEYvBg==

Q6.31_900 draw, 930 for sure

f4055563 Location:

Variable Format: character

Notes: UNF:6:3DY5zCe2SSHDlUcQeoy4aA==

Risk preference (survey, quantitative)

f4055563 Location:

Summary Statistics: Max. 32.0; StDev 11.106172210781255; Min. 1.0; Mean 11.926829268292684; Valid 123.0;

Variable Format: numeric

Notes: UNF:6:DzanwE0C74+VR6m8VktN5A==

Standardized values of (s_risk_quant)

f4055563 Location:

Summary Statistics: Valid 123.0; Min. -0.983851969242096; Max. 1.8073887825012207; Mean 1.3780543643873643E-9; StDev 1.000000010568168

Variable Format: numeric

Notes: UNF:6:yY4UHO7f29kVcXbC2VXqXA==

Generalized antisocial (survey, quantitative, d)

f4055563 Location:

Summary Statistics: Mean 0.1707317073170731; StDev 0.3778133174450902; Min. 0.0; Max. 1.0; Valid 123.0

Variable Format: numeric

Notes: UNF:6:CyB3XFN7KesJOyX3+JvsEg==

Standardized values of (s_antisocial_quant_gen)

f4055563 Location:

Summary Statistics: Valid 123.0; Max. 2.194915533065796; Mean 1.4537715521012914E-9; StDev 1.0000000311445225; Min. -0.4518943727016449

Variable Format: numeric

Notes: UNF:6:xe0ZOLIZBBvZvVzEIx5ELA==

In-group antisocial (survey, quantitative, d)

f4055563 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.3914997120350462; Valid 123.0; Mean 0.18699186991869918;

Variable Format: numeric

Notes: UNF:6:w5xCE/0xDzuczqG+o+dnYA==

Standardized values of (s_antisocial_quant_in)

f4055563 Location:

Summary Statistics: Min. -0.4776296615600586; StDev 0.9999999944944854; Valid 123.0; Max. 2.076650619506836; Mean -1.5506899458273265E-8

Variable Format: numeric

Notes: UNF:6:Mh8kUaB/ADwCGKjmjEJ2bg==

Out-group antisocial (survey, quantitative, d)

f4055563 Location:

Summary Statistics: Min. 0.0; StDev 0.43119094349035264; Max. 1.0; Mean 0.24390243902439016; Valid 123.0

Variable Format: numeric

Notes: UNF:6:fSyTWkKxelm/qUvyrV3VBw==

Standardized values of (s_antisocial_quant_out)

f4055563 Location:

Summary Statistics: Valid 123.0; StDev 1.0000000108303502; Mean 2.326034922396602E-8; Max. 1.7535098791122437; Min. -0.5656483173370361

Variable Format: numeric

Notes: UNF:6:7x1pMntrrT8PLjsi5Qjmxg==

Reciprocity (survey, quantive, dummy)

f4055563 Location:

Summary Statistics: StDev 0.3705110281281079; Mean 0.8373983739837398; Max. 1.0; Min. 0.0; Valid 123.0

Variable Format: numeric

Notes: UNF:6:PAZ3MpiA+Iy14sUwi8WgMQ==

Reciprocity (survey, quantitative)

f4055563 Location:

Summary Statistics: Mean 269.14634146341473; Min. 0.0; Valid 123.0; StDev 403.86988009503835; Max. 2000.0

Variable Format: numeric

Notes: UNF:6:+ry95vzcJs3hzorrGc+LBQ==

Standardized values of (s_reciprocity_quant)

f4055563 Location:

Summary Statistics: Max. 4.285671710968018; Min. -0.6664184331893921; Valid 123.0; Mean 1.6960671427385154E-8; StDev 1.000000018601972

Variable Format: numeric

Notes: UNF:6:WMKlsBjOk2QBLi+viRP2qA==

Generalized altruism (survey, quantitative)

f4055563 Location:

Summary Statistics: StDev 689.0040948182111; Min. 0.0; Max. 3200.0; Mean 645.4471544715445; Valid 123.0

Variable Format: numeric

Notes: UNF:6:bBMep76vYzFBEDwKultFxQ==

Standardized values of (s_prosocial_quant_gen)

f4055563 Location:

Summary Statistics: Valid 123.0; Mean 2.968117274994805E-9; StDev 1.000000012996742; Min. -0.9367827773094177; Max. 3.70760178565979;

Variable Format: numeric

Notes: UNF:6:d40I0bC/bG9V3YhXSyQbNg==

In-group altruism (survey, quantitative)

f4055563 Location:

Summary Statistics: Mean 708.821138211382; Valid 123.0; Min. 0.0; StDev 712.677093694881; Max. 3200.0

Variable Format: numeric

Notes: UNF:6:W/QrBUJErJvJ3O7BPxbjIw==

Standardized values of (s_prosocial_quant_in)

f4055563 Location:

Summary Statistics: StDev 0.9999999954528678; Min. -0.9945894479751587; Valid 123.0; Mean -5.5425051504090605E-9; Max. 3.4955224990844727;

Variable Format: numeric

Notes: UNF:6:SloywNopPVQlo2HgFC91tQ==

Out-group altruism (survey, quantitative)

f4055563 Location:

Summary Statistics: Min. 0.0; Max. 3200.0; Valid 123.0; StDev 724.5935093773614; Mean 663.6504065040652

Variable Format: numeric

Notes: UNF:6:O/f7shiL1fBxXMeGGUmZnA==

Standardized values of (s_prosocial_quant_out)

f4055563 Location:

Summary Statistics: Valid 123.0; Max. 3.500375747680664; Min. -0.9158933758735657; StDev 0.9999999928164134; Mean 2.241231614930874E-9

Variable Format: numeric

Notes: UNF:6:JebrLWPMq8YRh4hrEPRIeg==

Q10.1: 300 today, 461 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:/CXoxGegS5nfupr0CZLkpw==

Q10.2: 300 today, 376 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:hZkWzxDW9aTtxNnZpJwAiQ==

Q10.3: 300 today, 337 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:WCRLcGlqIpHQPkOi6Odf/w==

Q10.4: 300 today, 318 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:0S1u+F3cjhQ1n6JK4aomKg==

Q10.5: 300 today, 309 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:Da8Ja2ir60BIhJi/b4HPlQ==

Q10.6: 300 today, 328 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:865693B0G+lC4Q8j6mygsg==

Q10.7: 300 today, 356 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:W3iD+mjSNltkYOs4zozubg==

Q10.8: 300 today, 366 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==

Q10.9: 300 today, 347 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:KTHBlpF5JlJYISaJEtaalg==

Q10.10: 300 today, 418 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:RFBs+JKrLh4EcDJMjjqBVw==

Q10.11: 300 today, 397 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:bFKK1dokyrqxXdf54fF3Pg==

Q10.12: 300 today, 386 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:/LYlPXr1sOBhR0QarKQVFA==

Q10.13: 300 today, 407 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:uvyDcON+Tg12uIsZE9/0mw==

Q10.14: 300 today, 439 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==

Q10.15: 300 today, 428 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==

Q10.16: 300 today, 450 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==

Q10.17: 300 today, 555 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:gbM8SMLBwtcMIUCbAmil5A==

Q10.18: 300 today, 605 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:E5jgSxoMpchl5KCNfaB7XA==

Q10.19: 300 today, 580 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:vNWBmDjxthH3jc8oaXlgBQ==

Q10.20: 300 today, 592 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:OzZVOEmaETH1uBuqyxq2UQ==

Q10.21: 300 today, 567 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==

Q10.22: 300 today, 631 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:YhDx9u5D9gVAFwYymIGNeg==

Q10.23: 300 today, 644 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:bBsERzJyR4yoYfnuk0XlgA==

Q10.24: 300 today, 618 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:wpCFd1s6K6CvM1STuMWc5A==

Q10.25: 300 today, 507 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:Vm7rtyHbu73Hs0o8PAUceg==

Q10.26: 300 today, 484 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==

Q10.27: 300 today, 473 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==

Q10.28: 300 today, 495 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==

Q10.29: 300 today, 531 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:Uh/v6jdd7v1Kw/wmQPuWaA==

Q10.30: 300 today, 519 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==

Q10.31: 300 today, 543 in 12 months

f4055563 Location:

Variable Format: character

Notes: UNF:6:nfprIitDEq++ec1MWmTjfg==

Time preference (survey, quantitative)

f4055563 Location:

Summary Statistics: StDev 11.917412615327041; Min. 1.0; Valid 123.0; Mean 7.577235772357723; Max. 32.0

Variable Format: numeric

Notes: UNF:6:mYvbpYnaHk1OMZ5bYaTRhQ==

Standardized values of (s_time_quant)

f4055563 Location:

Summary Statistics: StDev 1.0000000267513447; Valid 123.0; Min. -0.5519013404846191; Mean -3.282344217563782E-9; Max. 2.0493345260620117;

Variable Format: numeric

Notes: UNF:6:ovcfnIhgljjM1zyzR9Ay0Q==

Ambiguity aversion (survey, quantitative, dummy)

f4055563 Location:

Summary Statistics: Valid 123.0; Min. 0.0; Max. 1.0; Mean 0.23577235772357721; StDev 0.4262166926173907;

Variable Format: numeric

Notes: UNF:6:rJplSGs/yor4V3WATGHGvg==

Standardized values of (s_ambig_quant)

f4055563 Location:

Summary Statistics: Mean 1.1630174731128896E-8; Valid 123.0; StDev 1.000000015509205; Max. 1.7930495738983154; Min. -0.5531748533248901;

Variable Format: numeric

Notes: UNF:6:mJE8wVr+DAq66Otdeb7MsQ==

Birth year

f4055563 Location:

Summary Statistics: Valid 119.0; Mean 1988.2100840336134; StDev 4.816767939470306; Max. 1998.0; Min. 1972.0

Variable Format: numeric

Notes: UNF:6:XR7vG2NKR3dGBLdCt9MQbw==

Age

f4055563 Location:

Summary Statistics: Mean 29.789915966386555; Min. 20.0; Max. 46.0; Valid 119.0; StDev 4.816767939470305;

Variable Format: numeric

Notes: UNF:6:1Z4bffU/xDm3HhQVd6ZPbw==

survey.1.player.gender

f4055563 Location:

Variable Format: character

Notes: UNF:6:FKJx0oasknvAsZ8vDJufBQ==

Female

f4055563 Location:

Summary Statistics: Mean 0.5447154471544714; Valid 123.0; Min. 0.0; Max. 1.0; StDev 0.5000333188951827

Variable Format: numeric

Notes: UNF:6:2q33jyxjtxWxFsMzKTRjTg==

survey.1.player.highest_level_of_education

f4055563 Location:

Summary Statistics: StDev 4.0455391208863505; Min. 1.0; Mean 5.186991869918699; Valid 123.0; Max. 16.0;

Variable Format: numeric

Notes: UNF:6:J9EVgFwK5qgUxkurLvKP8A==

survey.1.player.employment_status

f4055563 Location:

Variable Format: character

Notes: UNF:6:Tr4bHJ8ga0BAonUBBLeYlA==

Unemployed

f4055563 Location:

Summary Statistics: Min. 0.0; StDev 0.5006992311877014; Valid 123.0; Mean 0.5365853658536586; Max. 1.0

Variable Format: numeric

Notes: UNF:6:zjZsV75UeY/5WgqBSJGjQw==

survey.1.player.income_often_got

f4055563 Location:

Variable Format: character

Notes: UNF:6:o2ceKkukYGu4uaZkajk/TQ==

survey.1.player.daily_earnings

f4055563 Location:

Variable Format: character

Notes: UNF:6:ndhJCOguSVxXsuX89btoAA==

survey.1.player.weekly_earnings

f4055563 Location:

Variable Format: character

Notes: UNF:6:CaP/uWxI7D0ehy8Yhz6NuA==

survey.1.player.monthly_earnings

f4055563 Location:

Variable Format: character

Notes: UNF:6:A0Kqu0wsWAZtRTJEL8slSQ==

survey.1.player.marital_status

f4055563 Location:

Variable Format: character

Notes: UNF:6:eTsIb3hMTWTwCOUjEoN0qw==

Number of children

f4055563 Location:

Summary Statistics: StDev 1.617493993375521; Valid 123.0; Max. 9.0; Min. 0.0; Mean 1.91869918699187;

Variable Format: numeric

Notes: UNF:6:3dzI2acQpof6FJAh5FBCuQ==

survey.1.player.mother_tongue

f4055563 Location:

Variable Format: character

Notes: UNF:6:DrsRW9WmNzETFqSv2+68rQ==

survey.1.player.mother_tongue_other

f4055563 Location:

Variable Format: character

Notes: UNF:6:zyU3Rvr1ChB61Uwe6nD1EQ==

survey.1.player.birth_region

f4055563 Location:

Variable Format: character

Notes: UNF:6:ha6Lx8jUkBL/QMhkwrWXkA==

survey.1.player.religion

f4055563 Location:

Variable Format: character

Notes: UNF:6:pkqE/Gi7KnNXI7yFg3htew==

survey.1.player.alphabets_week_1

f4055563 Location:

Variable Format: character

Notes: UNF:6:KOqB8eM4SHU27z8avkPM4g==

survey.1.player.alphabets_week_2

f4055563 Location:

Variable Format: character

Notes: UNF:6:iuqvnGTD+IgPkN5QtBonsw==

Other Study-Related Materials

Label:

Validation_DoFile.txt

Notes:

text/plain

Other Study-Related Materials

Label:

Validation_ReadMe.pdf

Notes:

application/pdf