Replication Data for: Collectivism Impairs Team Performance When Relational Goals Conflict With Group Goals (doi:10.60933/PRDR/Q2HLXS)
(Collectivism and team performance)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Replication Data for: Collectivism Impairs Team Performance When Relational Goals Conflict With Group Goals

doi:10.60933/PRDR/Q2HLXS

PolyU Research Data Repository

2024-05-29

1

Qin, Xin; Yam, Kai Chi; Ye, Wenping; Zhang, Junsheng; Liang, Xueji; Zhang, Xiaoyu; Savani, Krishna, 2024, "Replication Data for: Collectivism Impairs Team Performance When Relational Goals Conflict With Group Goals", https://doi.org/10.60933/PRDR/Q2HLXS, PolyU Research Data Repository, V1, UNF:6:bf3soiuxG0fth87wDXAW3g== [fileUNF]

Replication Data for: Collectivism Impairs Team Performance When Relational Goals Conflict With Group Goals

Collectivism and team performance

doi:10.60933/PRDR/Q2HLXS

Qin, Xin (Sun Yat-sen University)

Yam, Kai Chi (National University of Singapore)

Ye, Wenping (Jinan University)

Zhang, Junsheng (Sun Yat-sen University)

Liang, Xueji (Sun Yat-sen University)

Zhang, Xiaoyu (Sun Yat-sen University)

Savani, Krishna (Hong Kong Polytechnic University)

PolyU Research Data Repository

Savani, Krishna

PolyU, Research Data Repository

2024-05-27

https://doi.org/10.60933/PRDR/Q2HLXS

Social Sciences, Collectivism, Team performance, Culture, Relational goals, Group goals

This research challenges the idea that teams from more collectivistic cultures tend to perform better. We propose that in contexts in which there are tradeoffs between group goals (i.e., what is best for the group) and relational goals (i.e., what is best for one’s relationships with specific group members), people in less collectivistic cultures primarily focus on group goals but those in more collectivistic cultures focus on both group and relational goals, which can lead to suboptimal decisions. An archival analysis of 100 years of data across three major competitive team sports found that teams from more collectivistic nations consistently underperformed, even after controlling for a number of nation and team characteristics. Three follow-up studies with 108 Chinese soccer players, 109 Singapore students, and 119 Chinese and the U.S. adults provided evidence for the underlying mechanism (i.e., prioritizing relational goals over group goals). Overall, this research suggests a more balanced view of collectivism, highlighting an important context in which collectivism can impair team performance.

Qin, X., Chi Yam, K., Ye, W., Zhang, J., Liang, X., Zhang, X., & Savani, K. (2024). Collectivism impairs team performance when relational goals conflict with group goals. Personality and Social Psychology Bulletin, 50(1), 119-132.

10.1177/01461672221123776

Qin, X., Chi Yam, K., Ye, W., Zhang, J., Liang, X., Zhang, X., & Savani, K. (2024). Collectivism impairs team performance when relational goals conflict with group goals. Personality and Social Psychology Bulletin, 50(1), 119-132.

• Number of cases: 16304

• No. of variables per record: 34

• Type of File: text/tab-separated-values

UNF:6:lR07XOVwdNvZPd8USCG9fA==

• Number of cases: 108

• No. of variables per record: 11

• Type of File: text/tab-separated-values

UNF:6:mXVexJNGZOhgpGPYAm7uzw==

• Number of cases: 109

• No. of variables per record: 5

• Type of File: text/tab-separated-values

UNF:6:kFBM9WXlsOl7KvGE9Nwkfw==

• Number of cases: 119

• No. of variables per record: 67

• Type of File: text/tab-separated-values

UNF:6:IbcugWRZCCQMIBqrPmAE7g==

• Number of cases: 423

• No. of variables per record: 17

• Type of File: text/tab-separated-values

UNF:6:X8j5aIZLxmNTnmFamLaQUg==

• countryname - Counrty Name
• year - Year
• countryname_year
• pergdpus - per GDP (US)
• pdi
• idv
• mas
• uai
• harmony
• embedded
• hierarchy
• mastery
• affauton
• intelauton
• egalitar
• men_football_score
• countryname_raw
• women_football_score
• men_basketball_score
• women_basketball_score
• men_volleyball_score
• women_volleyball_score
• population_size - Population Size
• unemploymentoftotallaborforce - Unemployment (% of total labor force)
• birthrate - Birthrate
• fdi_rate
• language_diversity
• height_average
• age_average
• weight_average
• men_curling_score
• women_curling_score
• wheelchair_curling_score
• cold_climate
• collectivism
• sum_right_decision
• sum_right_decision_b
• sum_right_decision_w
• age
• edu
• height
• weight
• years_soccer_training
• position
• role
• gender
• age
• first30p
• next30p
• collectivism
• correct_1
• correct_2
• correct_3
• correct_4
• correct_5
• correct_6
• correct_7
• correct_8
• correct_9
• correct_10
• correct_11
• correct_12
• correct_13
• correct_14
• correct_15
• correct_16
• correct_17
• correct_18
• correct_19
• correct_20
• correct_21
• correct_22
• correct_23
• correct_24
• correct_25
• correct_26
• correct_27
• correct_28
• correct_29
• correct_30
• correct_31
• correct_32
• correct_33
• correct_34
• correct_35
• correct_36
• correct_37
• correct_38
• correct_39
• correct_40
• correct_41
• correct_42
• correct_43
• correct_44
• correct_45
• correct_46
• correct_47
• correct_48
• correct_49
• correct_50
• correct_51
• correct_52
• correct_53
• correct_54
• correct_55
• correct_56
• correct_57
• correct_58
• correct_59
• correct_60
• sum_right_decision_b
• sum_right_decision_w
• delta
• clv_dummy
• gender
• age
• edu
• id
• country
• relational_interdependent1
• relational_interdependent2
• relational_interdependent3
• relational_interdependent4
• relational_interdependent5
• relational_interdependent6
• relational_interdependent7
• relational_interdependent8
• relational_interdependent9
• relational_interdependent10
• relational_interdependent11
• gender
• age
• education
• relational_interdependent

f410 Location:

Variable Format: character

Notes: UNF:6:t3FKR4dzsW/JIFeo2Vr/8A==

f410 Location:

Summary Statistics: Valid 15576.0; Mean 1989.0; Min. 1960.0; StDev 17.029933046922544; Max. 2018.0;

Variable Format: numeric

Notes: UNF:6:8pt388eGEttAQz9tnB9dAA==

f410 Location:

Variable Format: character

Notes: UNF:6:XHxyG66aX4zNK3gwKWUz9g==

f410 Location:

Summary Statistics: Max. 189170.90625; Valid 12086.0; Min. 34.79058074951172; Mean 7498.4293964015915; StDev 14987.16074999992

Variable Format: numeric

Notes: UNF:6:rA9ZbeFYa/lXzJCvaYLwHg==

f410 Location:

Summary Statistics: Valid 5432.0; Mean 63.510033136965944; Max. 104.0; Min. 11.0; StDev 21.138066198357876;

Variable Format: numeric

Notes: UNF:6:5QtdtXtCpkrUQISoL/3fwg==

f410 Location:

Summary Statistics: Mean 40.23370765832108; StDev 22.226301550146058; Max. 91.0; Min. 6.0; Valid 5432.0

Variable Format: numeric

Notes: UNF:6:0iUGCnuCVkJtGThEWOAL2g==

f410 Location:

Summary Statistics: StDev 18.719447838643656; Mean 47.92811119293084; Valid 5432.0; Min. 5.0; Max. 110.0

Variable Format: numeric

Notes: UNF:6:O4KKx/7Qqg9557LXYL0Vmg==

f410 Location:

Summary Statistics: Valid 5432.0; StDev 22.029990029011326; Mean 65.57253313696614; Max. 112.0; Min. 8.0

Variable Format: numeric

Notes: UNF:6:JgupexEFz1kGR6EE94dDfA==

f410 Location:

Summary Statistics: Max. 4.619999885559082; Valid 4426.0; StDev 0.30002328136076023; Mean 4.002759846313689; Min. 3.1649999618530273

Variable Format: numeric

Notes: UNF:6:mo7dwF/0Okf7FaBi2N6YUQ==

f410 Location:

Summary Statistics: Max. 4.630000114440918; Mean 3.813001567564343; StDev 0.38665488557421535; Min. 3.109999895095825; Valid 4426.0;

Variable Format: numeric

Notes: UNF:6:5Ud1rMMyuB/xJsirat9fDA==

f410 Location:

Summary Statistics: Valid 4426.0; Min. 1.4900000095367432; StDev 0.4404974535529921; Mean 2.359474701925581; Max. 3.490000009536743

Variable Format: numeric

Notes: UNF:6:+oCq3cQRRjwZ8auEX9BJkQ==

f410 Location:

Summary Statistics: Max. 4.494999885559082; StDev 0.16994602799577; Mean 3.9426129869998876; Min. 3.5999999046325684; Valid 4426.0

Variable Format: numeric

Notes: UNF:6:UM/WgM7b2vXZhMKOWalLkg==

f410 Location:

Summary Statistics: Min. 2.130000114440918; Mean 3.4348294235600934; StDev 0.526778386312239; Valid 4426.0; Max. 4.675000190734863;

Variable Format: numeric

Notes: UNF:6:c5QwvzRIPKdKgKWwdOcwKw==

f410 Location:

Summary Statistics: Max. 5.130000114440918; Mean 4.2747525985672965; Valid 4426.0; Min. 2.3399999141693115; StDev 0.43724238290573203

Variable Format: numeric

Notes: UNF:6:HoLyQCyuXFW+B6q3ryv4cQ==

f410 Location:

Summary Statistics: StDev 0.3634231657862118; Mean 4.646990513402953; Valid 4426.0; Min. 2.4749999046325684; Max. 5.269999980926514

Variable Format: numeric

Notes: UNF:6:zfAklPpnoemgMQoE4tGPjg==

f410 Location:

Summary Statistics: Valid 5350.0; Mean 345.7777570093458; StDev 350.67147584248005; Max. 1887.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:yxaJf1bU73GPlh6XgPyYWQ==

f410 Location:

Variable Format: character

Notes: UNF:6:7oU+kyidkXI3mRWPZ58rVg==

f410 Location:

Summary Statistics: Min. 358.0; Mean 1411.8736479842678; StDev 331.50910920701176; Valid 2034.0; Max. 2234.0

Variable Format: numeric

Notes: UNF:6:a9wgMHEZOcsv/HzcseLN3g==

f410 Location:

Summary Statistics: Max. 1040.0; Mean 123.15087393822732; Min. 0.6000000238418579; StDev 186.30193587349538; Valid 1087.0

Variable Format: numeric

Notes: UNF:6:anT7z+jFl7NgAW+4Byg7SA==

f410 Location:

Summary Statistics: Min. 1.0; Max. 1140.0; Valid 593.0; Mean 151.76610442659288; StDev 228.14538402729227

Variable Format: numeric

Notes: UNF:6:9Oti6O0dbvaCq3TRkKWE6Q==

f410 Location:

Summary Statistics: Min. 0.0; StDev 49.41704797700424; Mean 23.975118831961595; Valid 2104.0; Max. 345.0;

Variable Format: numeric

Notes: UNF:6:+gEwfOj2rU/XFysJXUuGyA==

f410 Location:

Summary Statistics: StDev 54.05280591032001; Min. 0.0; Mean 26.142005420054183; Valid 1845.0; Max. 350.0

Variable Format: numeric

Notes: UNF:6:BJRQWiyx5EN1qnlXykOa/w==

f410 Location:

Summary Statistics: Mean 2.0791683011415797E8; Max. 7.59E9; StDev 6.868623689299064E8; Min. 3893.0; Valid 15409.0;

Variable Format: numeric

Notes: UNF:6:JDySoD3/5H5QNSv5tsrZsA==

f410 Location:

Summary Statistics: Mean 7.801923050980854; Valid 8388.0; StDev 5.849678228069498; Max. 37.939998626708984; Min. 0.14000000059604645

Variable Format: numeric

Notes: UNF:6:95wf8JDQK76XbCz6+wbqMA==

f410 Location:

Summary Statistics: StDev 12.809758183312686; Valid 14512.0; Max. 58.22700119018555; Mean 28.639090959528847; Min. 5.900000095367432

Variable Format: numeric

Notes: UNF:6:PgLsPOoRu3FSsOuV/P70aA==

f410 Location:

Summary Statistics: Mean 4.297739120800168; StDev 30.453238701767557; Min. -58.322898864746094; Max. 1282.6300048828125; Valid 9482.0

Variable Format: numeric

Notes: UNF:6:YFqAtlYaiOvUcKTMQ9BKBw==

f410 Location:

Summary Statistics: Max. 0.9900000095367432; Min. 0.0; Mean 0.4540140034615179; Valid 10213.0; StDev 0.3015980531820286

Variable Format: numeric

Notes: UNF:6:yY8PFc/MLzV0IaqF/ecGSw==

f410 Location:

Summary Statistics: Min. 163.0; StDev 3.4541907435746393; Mean 180.51650997033724; Max. 192.0; Valid 1935.0

Variable Format: numeric

Notes: UNF:6:+uKTZQU7HFLoBHsR+QMyWA==

f410 Location:

Summary Statistics: Min. 18.333330154418945; Valid 1964.0; Max. 31.272729873657227; StDev 1.794062115264775; Mean 26.549209293668483

Variable Format: numeric

Notes: UNF:6:yNXZ7ksRNOm9wH03VLkjGA==

f410 Location:

Summary Statistics: Min. 58.66667175292969; Max. 87.0; Mean 75.74003888356421; Valid 1859.0; StDev 3.563555909324441;

Variable Format: numeric

Notes: UNF:6:TR5kRz7UOt5fMCYq+y5sdw==

f410 Location:

Summary Statistics: Valid 236.0; Max. 1286.0; Min. 0.0; Mean 188.72572030859484; StDev 272.6591191800908

Variable Format: numeric

Notes: UNF:6:yOyXgG7i10tftGLf4QW9gg==

f410 Location:

Summary Statistics: Max. 1216.0; StDev 267.63129897957214; Mean 177.5145829708019; Min. 0.0; Valid 235.0;

Variable Format: numeric

Notes: UNF:6:BASGNKKwHGLiy/GSzIZ2pg==

f410 Location:

Summary Statistics: Valid 263.0; Max. 1020.0; Min. 0.0; StDev 220.35099392433838; Mean 127.72973004130809

Variable Format: numeric

Notes: UNF:6:gglxgN8Ubjh7XrHbw7Cg8A==

f410 Location:

Summary Statistics: Valid 12516.0; Max. 1.0; StDev 0.3955618637797041; Min. 0.0; Mean 0.19415148609778923;

Variable Format: numeric

Notes: UNF:6:GaS4G3JTxzTTcabfxtGNWw==

f411 Location:

Summary Statistics: StDev 0.7924020880530832; Min. 3.1818182468414307; Valid 108.0; Max. 6.818181991577148; Mean 5.125420883849815;

Variable Format: numeric

Notes: UNF:6:CDvPLi12khp7FtbkXCF9Dg==

f411 Location:

Summary Statistics: Valid 108.0; Min. 39.0; Max. 60.0; Mean 53.833333333333336; StDev 5.160055060200334

Variable Format: numeric

Notes: UNF:6:Ml4WSgq73zvgP1Fe7vi0AQ==

f411 Location:

Summary Statistics: Max. 30.0; StDev 2.552647449150364; Min. 18.0; Mean 27.26851851851852; Valid 108.0

Variable Format: numeric

Notes: UNF:6:+ir+iczKRh5RQURPXm6T8w==

f411 Location:

Summary Statistics: Max. 30.0; StDev 3.0179312966302487; Mean 26.564814814814813; Min. 18.0; Valid 108.0

Variable Format: numeric

Notes: UNF:6:vQdwNuJr3uQepx0UE6F3Xg==

f411 Location:

Summary Statistics: Valid 108.0; Mean 11.62962962962963; Min. 9.0; Max. 14.0; StDev 1.5861114066338675;

Variable Format: numeric

Notes: UNF:6:Lf/MegPrXwusVDSsMPSYzw==

f411 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.4537037037037037; StDev 0.5001730403235747; Valid 108.0

Variable Format: numeric

Notes: UNF:6:cDMXZCczrPvK7hweVOC4Vg==

f411 Location:

Summary Statistics: Mean 156.28240740740742; Min. 133.0; Valid 108.0; Max. 187.0; StDev 12.27931798696456

Variable Format: numeric

Notes: UNF:6:D4wiEiCgXBWFMyxTUNiFHQ==

f411 Location:

Summary Statistics: Max. 80.0; Valid 108.0; StDev 11.083601543550055; Mean 42.49212959077623; Min. 20.0

Variable Format: numeric

Notes: UNF:6:f8zXOIKGHZzYde7Uy0HLbQ==

f411 Location:

Summary Statistics: StDev 1.702572727985796; Max. 9.0; Min. 2.0; Mean 5.055555555555555; Valid 108.0

Variable Format: numeric

Notes: UNF:6:Egsb5OMSS8/DPP2kQZXvBg==

f411 Location:

Summary Statistics: Max. 4.0; StDev 0.9953161335010483; Min. 1.0; Mean 2.666666666666667; Valid 108.0;

Variable Format: numeric

Notes: UNF:6:/g5yl5XxIq37Mw4mbODATw==

f411 Location:

Summary Statistics: StDev 0.9937063981260791; Mean 2.175925925925926; Valid 108.0; Min. 1.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:5c9OkKmnNVRy7fNF6KzCMg==

f412 Location:

Summary Statistics: StDev 0.5021191923401694; Min. 0.0; Mean 0.5137614678899081; Max. 1.0; Valid 109.0

Variable Format: numeric

Notes: UNF:6:+W4IpJgJOOnchw1s1q9zlQ==

f412 Location:

Summary Statistics: Valid 109.0; Mean 20.18348623853211; StDev 1.2993241663113644; Min. 17.0; Max. 24.0

Variable Format: numeric

Notes: UNF:6:BlilGBISuNc/CvHpuGw+Gw==

f412 Location:

Summary Statistics: StDev 0.1209342729408197; Max. 1.0; Min. 0.5; Mean 0.8733944881946668; Valid 109.0;

Variable Format: numeric

Notes: UNF:6:m3aLEa19/7kHW67hnFlOzg==

f412 Location:

Summary Statistics: Max. 1.0; Min. 0.3333333432674408; Valid 109.0; StDev 0.1383601840998003; Mean 0.8550458681692772

Variable Format: numeric

Notes: UNF:6:GAwaz5E9qS2fZYGOB2DiDA==

f412 Location:

Summary Statistics: Max. 6.818181991577148; StDev 0.7797253341844191; Min. 2.8181817531585693; Mean 5.413678073008126; Valid 109.0;

Variable Format: numeric

Notes: UNF:6:IimbSkh4wHocYb66UkmhSg==

f421 Location:

Summary Statistics: Valid 119.0; StDev 0.48697608333461584; Mean 0.6218487394957983; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:JQ/nvaTEtS4qi9Ua/imaqw==

f421 Location:

Summary Statistics: Mean 0.7310924369747899; StDev 0.4452666120312344; Valid 119.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:ZCFtVL1KV5X1PFws22ydmw==

f421 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.6722689075630252; StDev 0.47137094855719686; Valid 119.0;

Variable Format: numeric

Notes: UNF:6:v/0Wc9HLwdIXy+0WqyfUEw==

f421 Location:

Summary Statistics: Min. 0.0; Valid 119.0; Mean 0.6890756302521007; Max. 1.0; StDev 0.4648290948853461

Variable Format: numeric

Notes: UNF:6:Jt/tmXUYNOGbkBVl8ZR75A==

f421 Location:

Summary Statistics: StDev 0.3598176436018682; Mean 0.8487394957983193; Max. 1.0; Min. 0.0; Valid 119.0

Variable Format: numeric

Notes: UNF:6:0+F1GKrR/9ko8OjKwa108A==

f421 Location:

Summary Statistics: StDev 0.3755070635344674; Max. 1.0; Valid 119.0; Min. 0.0; Mean 0.8319327731092436;

Variable Format: numeric

Notes: UNF:6:SsAYLyCvEBjv8vSXgHPVgg==

f421 Location:

Summary Statistics: Max. 1.0; Valid 119.0; StDev 0.41496709825765254; Mean 0.7815126050420169; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:KCTIsQj+PM+eHX55az0pIg==

f421 Location:

Summary Statistics: Valid 119.0; Max. 1.0; Min. 0.0; StDev 0.3598176436018684; Mean 0.8487394957983193;

Variable Format: numeric

Notes: UNF:6:ug1KruR7aITFPxszQI/DCw==

f421 Location:

Summary Statistics: Min. 0.0; Valid 119.0; StDev 0.3425816678062839; Mean 0.865546218487395; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:Y9VbunDvyNwbYzQhaahA9Q==

f421 Location:

Summary Statistics: Mean 0.8235294117647061; Min. 0.0; Max. 1.0; StDev 0.3828319723362609; Valid 119.0;

Variable Format: numeric

Notes: UNF:6:FRsG/fGa0Tc2idPplNfQFw==

f421 Location:

Summary Statistics: Valid 119.0; Max. 1.0; Min. 0.0; Mean 0.9327731092436975; StDev 0.251473368100838

Variable Format: numeric

Notes: UNF:6:CzDH9HpzDq/i2oSgn6MOtQ==

f421 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 119.0; StDev 0.36784284773852605; Mean 0.8403361344537815

Variable Format: numeric

Notes: UNF:6:lEPCw0moE11HG6w7WykRfw==

f421 Location:

Summary Statistics: Min. 0.0; Mean 0.773109243697479; StDev 0.42059229402734594; Max. 1.0; Valid 119.0

Variable Format: numeric

Notes: UNF:6:Lc+E5sIGPs0yxwbl3LtzZA==

f421 Location:

Summary Statistics: StDev 0.4259760945178712; Valid 119.0; Min. 0.0; Max. 1.0; Mean 0.7647058823529411

Variable Format: numeric

Notes: UNF:6:nIz8hdO/sTfwZDX4ZSnGcw==

f421 Location:

Summary Statistics: Valid 119.0; Max. 1.0; Mean 0.7983193277310925; Min. 0.0; StDev 0.4029516506466581

Variable Format: numeric

Notes: UNF:6:ckewEB+UvsZ1DgbH69i4bw==

f421 Location:

Summary Statistics: Valid 119.0; Max. 1.0; StDev 0.33330959417912914; Min. 0.0; Mean 0.8739495798319328;

Variable Format: numeric

Notes: UNF:6:yE4RdNub0SgmWQoQqFLkDw==

f421 Location:

Summary Statistics: StDev 0.29086652069044866; Min. 0.0; Mean 0.9075630252100841; Max. 1.0; Valid 119.0

Variable Format: numeric

Notes: UNF:6:x2Gb1P2vzfzqj78FCoJMWA==

f421 Location:

Summary Statistics: Valid 119.0; Mean 0.8907563025210085; Min. 0.0; StDev 0.31326373700415144; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:hF0RV9dlWZ636/1m8kwCig==

f421 Location:

Summary Statistics: Mean 0.8571428571428571; Valid 119.0; StDev 0.3514067199253834; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:rPvOnLczMPU4vrgJ2TUtXw==

f421 Location:

Summary Statistics: StDev 0.30239041951893164; Max. 1.0; Mean 0.8991596638655462; Valid 119.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:cbcx79Nm/KTpG9SNIN2/dw==

f421 Location:

Summary Statistics: Mean 0.865546218487395; Max. 1.0; StDev 0.3425816678062839; Valid 119.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:XnHHv0M4EDJOWU+FkZ3kKQ==

f421 Location:

Summary Statistics: Max. 1.0; StDev 0.31326373700415155; Valid 119.0; Min. 0.0; Mean 0.8907563025210085

Variable Format: numeric

Notes: UNF:6:BdGbdzu4JWU2+0L9PrRD5A==

f421 Location:

Summary Statistics: Mean 0.8907563025210085; Valid 119.0; Max. 1.0; Min. 0.0; StDev 0.3132637370041516;

Variable Format: numeric

Notes: UNF:6:hgbFBw0IX1nutIU7JGqW8A==

f421 Location:

Summary Statistics: Mean 0.9243697478991596; Max. 1.0; Valid 119.0; StDev 0.26552359100866924; Min. 0.0

Variable Format: numeric

Notes: UNF:6:d37wtWjAN5T9pT8d7qtetw==

f421 Location:

Summary Statistics: Max. 1.0; Mean 0.8571428571428571; Valid 119.0; Min. 0.0; StDev 0.35140671992538364

Variable Format: numeric

Notes: UNF:6:UplaBKE6TGP8uRGYej7iMA==

f421 Location:

Summary Statistics: Valid 119.0; Min. 0.0; Mean 0.9075630252100841; StDev 0.29086652069044866; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:VTqsvdvERHPqMMa5E63HwQ==

f421 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Mean 0.907563025210084; StDev 0.2908665206904486; Valid 119.0

Variable Format: numeric

Notes: UNF:6:63V9KP1EZ6lmIjOabysJEA==

f421 Location:

Summary Statistics: Mean 0.8487394957983194; Valid 119.0; Max. 1.0; StDev 0.359817643601868; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ImALadYQG/9eALLoZegTdw==

f421 Location:

Summary Statistics: Valid 119.0; Max. 1.0; Mean 0.8739495798319328; Min. 0.0; StDev 0.33330959417912903;

Variable Format: numeric

Notes: UNF:6:6JKNDehVDkdCG2alhkkbnw==

f421 Location:

Summary Statistics: StDev 0.36784284773852605; Max. 1.0; Mean 0.8403361344537814; Min. 0.0; Valid 119.0;

Variable Format: numeric

Notes: UNF:6:njJuVe9PGR9SB1coz1YnrA==

f421 Location:

Summary Statistics: StDev 0.32355207026610006; Valid 119.0; Min. 0.0; Mean 0.8823529411764706; Max. 1.0

Variable Format: numeric

Notes: UNF:6:EtOevN6+kPOaDz8UwNOc7g==

f421 Location:

Summary Statistics: Max. 1.0; Mean 0.9327731092436974; StDev 0.2514733681008379; Min. 0.0; Valid 119.0

Variable Format: numeric

Notes: UNF:6:90chSXiztIyMf9KplsA07A==

f421 Location:

Summary Statistics: Mean 0.9075630252100841; StDev 0.29086652069044866; Valid 119.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:qTGg9STb/5SRiFx/diTJxw==

f421 Location:

Summary Statistics: Valid 119.0; Max. 1.0; StDev 0.23628902321631953; Min. 0.0; Mean 0.9411764705882353

Variable Format: numeric

Notes: UNF:6:OoOGtkZ+M2zWxQ5ee37ysw==

f421 Location:

Summary Statistics: StDev 0.2655235910086697; Min. 0.0; Max. 1.0; Valid 119.0; Mean 0.9243697478991596

Variable Format: numeric

Notes: UNF:6:XLfMn2YdFeBMuyjLVJyHVQ==

f421 Location:

Summary Statistics: StDev 0.2655235910086695; Valid 119.0; Mean 0.9243697478991597; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:zpD/ce3YbeT5r65ul7eiyg==

f421 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.7142857142857142; Valid 119.0; StDev 0.45366412467212736;

Variable Format: numeric

Notes: UNF:6:1F5K696CtSm7feSRJgHZBA==

f421 Location:

Summary Statistics: Valid 119.0; StDev 0.35140671992538347; Mean 0.8571428571428571; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:KtG5/j5dB2oVpcZZuAS4yA==

f421 Location:

Summary Statistics: Max. 1.0; Valid 119.0; StDev 0.33330959417912903; Mean 0.8739495798319328; Min. 0.0

Variable Format: numeric

Notes: UNF:6:LkHYmvoaj4zyohIxJpPD4A==

f421 Location:

Summary Statistics: Max. 1.0; StDev 0.31326373700415144; Mean 0.8907563025210085; Valid 119.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:YCSxagiBLdrHQ9z+Er5PLg==

f421 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 119.0; Mean 0.8739495798319328; StDev 0.33330959417912903

Variable Format: numeric

Notes: UNF:6:NdVOeV8Bq0BYtEknfXRQJA==

f421 Location:

Summary Statistics: Valid 119.0; Mean 0.8991596638655462; StDev 0.30239041951893136; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:JudrpRBkH6SQsj6y7pu8lw==

f421 Location:

Summary Statistics: Valid 119.0; StDev 0.2786113243337424; Max. 1.0; Mean 0.9159663865546219; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:3uIzPm4z88sdEcIS3ge/Hg==

f421 Location:

Summary Statistics: Mean 0.8487394957983194; StDev 0.3598176436018682; Min. 0.0; Max. 1.0; Valid 119.0;

Variable Format: numeric

Notes: UNF:6:U/WX+bGn5P2bXKjtNJIfiQ==

f421 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.9159663865546219; StDev 0.27861132433374236; Valid 119.0;

Variable Format: numeric

Notes: UNF:6:QZoucBsr60uoEBayQ1c62A==

f421 Location:

Summary Statistics: Mean 0.8991596638655462; Min. 0.0; Valid 119.0; StDev 0.30239041951893164; Max. 1.0

Variable Format: numeric

Notes: UNF:6:dMtYszuz4xM5OkUpjM/r6Q==

f421 Location:

Summary Statistics: StDev 0.27861132433374236; Max. 1.0; Valid 119.0; Min. 0.0; Mean 0.9159663865546219;

Variable Format: numeric

Notes: UNF:6:G2/6u/RilPTKDxXYNAKHRA==

f421 Location:

Summary Statistics: Valid 119.0; Max. 1.0; Mean 0.9243697478991596; StDev 0.26552359100866985; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:qP7DIa7QmmdaUiy9X3MNng==

f421 Location:

Summary Statistics: Min. 0.0; StDev 0.2908665206904486; Mean 0.907563025210084; Max. 1.0; Valid 119.0;

Variable Format: numeric

Notes: UNF:6:d+jRcP45WEdTyyGJgkgDrQ==

f421 Location:

Summary Statistics: Max. 1.0; Valid 119.0; Min. 0.0; StDev 0.34258166780628385; Mean 0.8655462184873949

Variable Format: numeric

Notes: UNF:6:UGfgx8y2TkYxDYHnsRAy7g==

f421 Location:

Summary Statistics: Max. 1.0; Valid 119.0; StDev 0.3514067199253837; Min. 0.0; Mean 0.8571428571428571

Variable Format: numeric

Notes: UNF:6:ijxfwct1onfOG+TbSTGaTQ==

f421 Location:

Summary Statistics: Mean 0.8151260504201682; StDev 0.38983670102770845; Valid 119.0; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:UL4j3APYgBVsYB0r5s9gPg==

f421 Location:

Summary Statistics: Min. 0.0; Mean 0.8907563025210085; StDev 0.3132637370041515; Valid 119.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:3UtvBk6rDjHprzjVetKzpg==

f421 Location:

Summary Statistics: Min. 0.0; Valid 119.0; Max. 1.0; StDev 0.36784284773852605; Mean 0.8403361344537814

Variable Format: numeric

Notes: UNF:6:wN6U4iKA8GjECxIzBlSkFQ==

f421 Location:

Summary Statistics: Valid 119.0; Mean 0.907563025210084; StDev 0.2908665206904486; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:QbjHYiqa0PKqpyal88EY3A==

f421 Location:

Summary Statistics: Valid 119.0; StDev 0.3965382176287241; Min. 0.0; Mean 0.8067226890756304; Max. 1.0

Variable Format: numeric

Notes: UNF:6:3siSJsNJgHHHiOzamKhjfw==

f421 Location:

Summary Statistics: Mean 0.8991596638655462; Valid 119.0; Min. 0.0; StDev 0.3023904195189316; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:MLjG1DWYoIc/KISLXXffKQ==

f421 Location:

Summary Statistics: StDev 0.20147582532332908; Mean 0.957983193277311; Min. 0.0; Valid 119.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:7rQOCoqyZfuLeJwPoYaqNQ==

f421 Location:

Summary Statistics: StDev 0.3023904195189316; Valid 119.0; Mean 0.8991596638655462; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:PK1+EtWqupJwAxAHrp4tbQ==

f421 Location:

Summary Statistics: Max. 1.0; Mean 0.8991596638655462; Valid 119.0; StDev 0.3023904195189316; Min. 0.0

Variable Format: numeric

Notes: UNF:6:UE49SqvnA9gIIIL2328B2g==

f421 Location:

Summary Statistics: Min. 0.6000000238418579; Valid 119.0; StDev 0.10140102724730544; Mean 0.8719887903758459; Max. 1.0

Variable Format: numeric

Notes: UNF:6:55Lv4hMt46bn8PIPLYmiqA==

f421 Location:

Summary Statistics: Max. 1.0; Valid 119.0; Min. 0.6000000238418579; StDev 0.0969269344520814; Mean 0.8495798226164168

Variable Format: numeric

Notes: UNF:6:8v4s3eCSPYDXMxABHxcFww==

f421 Location:

Summary Statistics: Mean 0.022408967759428914; Min. -0.09999996423721313; Valid 119.0; Max. 0.2333332896232605; StDev 0.054911196983935276;

Variable Format: numeric

Notes: UNF:6:BKkSVhplm6qAokfdsayjqw==

f421 Location:

Summary Statistics: Min. 0.0; StDev 0.5020964452534333; Valid 119.0; Mean 0.4957983193277303; Max. 1.0

Variable Format: numeric

Notes: UNF:6:qMhI8YMbL/jVJ/40P+fYCg==

f421 Location:

Summary Statistics: Max. 1.0; Mean 0.546218487394958; StDev 0.49996439126869396; Min. 0.0; Valid 119.0

Variable Format: numeric

Notes: UNF:6:Zu6miJ1boW0aAnZ0Dj+XEw==

f421 Location:

Summary Statistics: Max. 49.0; Min. 22.0; StDev 5.9158871796499986; Mean 31.487394957983195; Valid 119.0;

Variable Format: numeric

Notes: UNF:6:euYdvhzNHfGNqcjxqN6uFQ==

f421 Location:

Summary Statistics: Valid 119.0; StDev 1.942302634576882; Min. 9.0; Max. 21.0; Mean 15.798319327731093;

Variable Format: numeric

Notes: UNF:6:mt0oZlqbeaMPE22jrX4xdw==

f409 Location:

Summary Statistics: Min. 1.0; Max. 423.0; Mean 212.0; StDev 122.25383429569807; Valid 423.0;

Variable Format: numeric

Notes: UNF:6:ou3A3uJRr3eTH40rGl08Lg==

f409 Location:

Variable Format: character

Notes: UNF:6:pP8ES2n46AJlyJrszzxBew==

f409 Location:

Summary Statistics: Max. 5.0; Min. 1.0; StDev 0.782384229538327; Mean 4.040189125295508; Valid 423.0

Variable Format: numeric

Notes: UNF:6:YUCx9brzUGlQTGDV/i0EMw==

f409 Location:

Summary Statistics: Max. 5.0; Mean 4.0236406619385345; StDev 0.9461365609134824; Min. 1.0; Valid 423.0

Variable Format: numeric

Notes: UNF:6:Fdavu+hFcn3Fki5FVrsQ9A==

f409 Location:

Summary Statistics: Valid 423.0; StDev 0.7237579220112704; Max. 5.0; Mean 4.174940898345154; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:V+XDffQ4jnqwalehDryQyQ==

f409 Location:

Summary Statistics: StDev 0.8143737459942836; Max. 5.0; Min. 1.0; Valid 423.0; Mean 3.9290780141843964

Variable Format: numeric

Notes: UNF:6:4QcAHri5S2o3z3QNfMt8hQ==

f409 Location:

Summary Statistics: Mean 3.4278959810874703; Max. 5.0; StDev 1.0229022313674052; Valid 423.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:dNA+KbOD/Ywarv9Ee/um7Q==

f409 Location:

Summary Statistics: Mean 3.912529550827423; Valid 423.0; Min. 1.0; Max. 5.0; StDev 0.8786077868321166

Variable Format: numeric

Notes: UNF:6:yaNPzaFP8dTvyp/loXkO9w==

f409 Location:

Summary Statistics: Valid 423.0; Min. 1.0; Max. 5.0; StDev 0.8637081285772247; Mean 4.0212765957446805

Variable Format: numeric

Notes: UNF:6:62uJ89UroL8xFR+Id8M7iA==

f409 Location:

Summary Statistics: Max. 5.0; StDev 0.9787039186610316; Min. 1.0; Valid 423.0; Mean 3.650118203309692

Variable Format: numeric

Notes: UNF:6:UEcRxsJjRwrVeoOSh7rJeg==

f409 Location:

Summary Statistics: Valid 423.0; Min. 1.0; StDev 0.9427555631987715; Max. 5.0; Mean 3.8392434988179676;

Variable Format: numeric

Notes: UNF:6:OfLaamMuOXlqoUqwWpIusw==

f409 Location:

Summary Statistics: Min. 1.0; Mean 3.865248226950354; Max. 5.0; StDev 0.8940550744512682; Valid 423.0;

Variable Format: numeric

Notes: UNF:6:MQbv8noDx4ZjpLLMPQkauw==

f409 Location:

Summary Statistics: Mean 4.040189125295509; Valid 423.0; Min. 1.0; Max. 5.0; StDev 0.8575242453980225;

Variable Format: numeric

Notes: UNF:6:GSZ6YMEWGiK0T54UYCbOUg==

f409 Location:

Summary Statistics: Min. 0.0; Valid 423.0; Max. 1.0; Mean 0.408983451536643; StDev 0.49222837647479767

Variable Format: numeric

Notes: UNF:6:GtB56zn2DpD8hZ9mBonfzw==

f409 Location:

Summary Statistics: Max. 60.0; Mean 34.394799054373536; StDev 9.423308371192011; Valid 423.0; Min. 19.0;

Variable Format: numeric

Notes: UNF:6:UM1j+H2SOo3cfEPut8J45g==

f409 Location:

Summary Statistics: Max. 23.0; StDev 2.304435058367188; Mean 15.997635933806148; Min. 9.0; Valid 423.0;

Variable Format: numeric

Notes: UNF:6:CJRA1RLxKst4rVIlaZ7Y+w==

f409 Location:

Summary Statistics: Valid 423.0; Max. 5.0; Mean 3.9022136293144207; StDev 0.6316930127738408; Min. 1.3636364;

Variable Format: numeric

Notes: UNF:6:Rg3YChyuDoInQvT/Y02IeQ==

Label:

Study 1 commands.do

application/x-stata-syntax

Label:

Study 2 commands.do

application/x-stata-syntax

Label:

Study 2 materials Football Simulation Study - China Version new.zip

application/zip

Label:

Study 3 commands.do

application/x-stata-syntax

Label:

Study 3 materials.zip

application/zip

Label:

Study 4 commands.do

application/x-stata-syntax

Label:

Study 4 materials.zip

application/zip

Label:

Study 4 Pilot results.docx

application/vnd.openxmlformats-officedocument.wordprocessingml.document

Label:

Study 4 Pilot survey.docx

application/vnd.openxmlformats-officedocument.wordprocessingml.document

Label:

Study 4 pre-reg.pdf

application/pdf