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Main Authors: Elbert, Nico, von Schenk, Alicia, Kosse, Fabian, Klockmann, Victor, Stein, Nikolai, Flath, Christoph
Format: Preprint
Published: 2025
Subjects:
Online Access:https://arxiv.org/abs/2506.04475
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author Elbert, Nico
von Schenk, Alicia
Kosse, Fabian
Klockmann, Victor
Stein, Nikolai
Flath, Christoph
author_facet Elbert, Nico
von Schenk, Alicia
Kosse, Fabian
Klockmann, Victor
Stein, Nikolai
Flath, Christoph
contents Effective teamwork is essential in structured, performance-driven environments, from professional organizations to high-stakes competitive settings. As tasks grow more complex, achieving high performance requires not only technical proficiency but also strong interpersonal skills that allow individuals to coordinate effectively within teams. While prior research has identified social skills and familiarity as key drivers of team success, their joint effects -- particularly in temporary teams -- remain underexplored due to data and methodological constraints. To address this gap, we analyze a large-scale panel dataset from the real-time strategy game Age of Empires II, where players are assigned quasi-randomly to temporary teams and must coordinate under dynamic, high-pressure conditions. We isolate individual contributions by comparing observed match outcomes with predictions based on task proficiency. Our findings confirm a robust 'team player effect': certain individuals consistently improve team outcomes beyond what their technical skills predict. This effect is significantly amplified by team familiarity -- teams with prior shared experience benefit more from the presence of such individuals. Moreover, the effect grows with team size, suggesting that social skills become increasingly valuable as coordination demands rise. Our results demonstrate that social skills and familiarity interact in a complementary, rather than additive, way. These findings contribute to the literature on team performance by documenting the strength and structure of the team player effect in a quasi-randomized, high-stakes setting, with implications for teamwork in organizations and labor markets.
format Preprint
id arxiv_https___arxiv_org_abs_2506_04475
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle What Drives Team Success? Large-Scale Evidence on the Role of the Team Player Effect
Elbert, Nico
von Schenk, Alicia
Kosse, Fabian
Klockmann, Victor
Stein, Nikolai
Flath, Christoph
Social and Information Networks
Computers and Society
Effective teamwork is essential in structured, performance-driven environments, from professional organizations to high-stakes competitive settings. As tasks grow more complex, achieving high performance requires not only technical proficiency but also strong interpersonal skills that allow individuals to coordinate effectively within teams. While prior research has identified social skills and familiarity as key drivers of team success, their joint effects -- particularly in temporary teams -- remain underexplored due to data and methodological constraints. To address this gap, we analyze a large-scale panel dataset from the real-time strategy game Age of Empires II, where players are assigned quasi-randomly to temporary teams and must coordinate under dynamic, high-pressure conditions. We isolate individual contributions by comparing observed match outcomes with predictions based on task proficiency. Our findings confirm a robust 'team player effect': certain individuals consistently improve team outcomes beyond what their technical skills predict. This effect is significantly amplified by team familiarity -- teams with prior shared experience benefit more from the presence of such individuals. Moreover, the effect grows with team size, suggesting that social skills become increasingly valuable as coordination demands rise. Our results demonstrate that social skills and familiarity interact in a complementary, rather than additive, way. These findings contribute to the literature on team performance by documenting the strength and structure of the team player effect in a quasi-randomized, high-stakes setting, with implications for teamwork in organizations and labor markets.
title What Drives Team Success? Large-Scale Evidence on the Role of the Team Player Effect
topic Social and Information Networks
Computers and Society
url https://arxiv.org/abs/2506.04475