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Entangled with Numbers: Quantified Self and Others in a Team-Based Online Game

Authors:

Xinning GuiAuthors Info & Claims

Proceedings of the ACM on Human-Computer Interaction, Volume 2, Issue CSCW

Article No.: 93, Pages 1 - 25

https://doi.org/10.1145/3274362

Published: 01 November 2018 Publication History

Abstract

Quantification is a process that produces and communicates numbers, imbued with the expectation of generating knowledge and optimizing human behavior and social process. In this paper, we explore how quantification mediates virtual teamwork through an ethnographic study of quantification in League of Legends, a popular team-based online game with a highly competitive culture. In the game, rich statistics about each individual player's gaming history and performance are publicly available, analyzed and displayed on numerous third-party sites. We describe how players were entangled with numbers. They derived knowledge from numbers but struggled with proper ways of interpretation. They utilized numbers to quantify teammates and opponents, but in-game tensions and conflicts easily ensued. They noticed how quantification became burdensome and stressed the importance of proper use. We discuss how this case of quantified self and others manifests complex relationships between self-knowledge, numerical authority, and virtual teamwork.

References

[1]

Anders Albrechtslund. 2008. Online social networking as participatory surveillance. First Monday 13, 3 (2008).

[2]

Anders Albrechtslund and Lynsey Dubbeld. 2005. The Plays and Arts of Surveillance: Studying Surveillance as Entertainment. Surveill. Soc. 3, 2/3 (2005), 216--221.

[3]

John Langshaw Austin. 1975. How to do things with words. Clarendon Press.

[4]

Jeffrey Bardzell, Jeffrey Nichols, Tyler Pace, and Shaowen Bardzell. 2012. Come meet me at Ulduar: progression raiding in world of warcraft. In Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work - CSCW '12, 603--612.

Digital Library

[5]

Geoffrey C. Bowker and Susan Leigh Star. 2000. Sorting Things Out: Classification and Its Consequences. MIT Press.

Digital Library

[6]

Virginia Braun and Victoria Clarke. 2006. Using thematic analysis in psychology. Qual. Res. Psychol. 3, 2 (January 2006), 77--101.

[7]

Andrea Mubi Brighenti. 2018. The Social Life of Measures: Conceptualizing Measure--Value Environments. Theory, Cult. Soc. 35, 1 (January 2018), 23--44.

[8]

Patrick R. Brown. 2008. Trusting in the New NHS: instrumental versus communicative action. Sociol. Health Illn. 30, 3 (2008), 349--363.

[9]

Amy Bruckman. 2002. Studying the amateur artist: A perspective on disguising data collected in human subjects research on the Internet. Ethics Inf. Technol. 4, 3 (2002), 217--231.

Digital Library

[10]

Michel Callon and John Law. 2005. On Qualculation, Agency, and Otherness. Environ. Plan. D Soc. Sp. 23, 5 (October 2005), 717--733.

[11]

Rafael A. Calvo and Dorian Peters. 2013. The irony and re-interpretation of our quantified self. In Proceedings of the 25th Australian Computer-Human Interaction Conference on Augmentation, Application, Innovation, Collaboration - OzCHI '13, 367--370.

Digital Library

[12]

Eun Kyoung Choe, Nicole B Lee, Bongshin Lee, Wanda Pratt, and Julie A Kientz. 2014. Understanding Quantified-selfers' Practices in Collecting and Exploring Personal Data. In Proceedings of the 32Nd Annual ACM Conference on Human Factors in Computing Systems (CHI '14), 1143--1152.

Digital Library

[13]

Chia-Fang Chung, Elena Agapie, Jessica Schroeder, Sonali Mishra, James Fogarty, and Sean A. Munson. 2017. When Personal Tracking Becomes Social: Examining the Use of Instagram for Healthy Eating. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems - CHI '17, 1674--1687.

Digital Library

[14]

Franck Cochoy. 2008. Calculation, qualculation, calqulation: shopping cart arithmetic, equipped cognition and the clustered consumer. Mark. Theory 8, 1 (March 2008), 15--44.

[15]

Felicia Cordeiro, Daniel A. Epstein, Edison Thomaz, Elizabeth Bales, Arvind K. Jagannathan, Gregory D. Abowd, and James Fogarty. 2015. Barriers and Negative Nudges: Exploring Challenges in Food Journaling. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems - CHI '15, 1159--1162.

Digital Library

[16]

Gabriel B. Costa, Michael R. Huber, and John T. Saccoman. 2008. Understanding sabermetrics?: an introduction to the science of baseball statistics. McFarland & Co.

[17]

Michael Curtin. 1985. A Question of Manners: Status and Gender in Etiquette and Courtesy. J. Mod. Hist. 57, 3 (September 1985), 396--423.

[18]

Alan R. Dennis, Lionel P. Robert, Aaron M. Curtis, Stacy T. Kowalczyk, and Bryan K. Hasty. 2012. Trust Is in the Eye of the Beholder: A Vignette Study of Postevent Behavioral Controls' Effects on Individual Trust in Virtual Teams. Inf. Syst. Res. 23, 2 (June 2012), 546--558.

Digital Library

[19]

Paul Dourish. 2006. Implications for design. In Proceedings of the SIGCHI conference on Human Factors in computing systems - CHI '06, 541--550.

Digital Library

[20]

Paul Dourish and Victoria Bellotti. 1992. Awareness and coordination in shared workspaces. In Proceedings of the 1992 ACM conference on Computer-supported cooperative work - CSCW '92, 107--114.

Digital Library

[21]

Paul Dourish and Scott D. Mainwaring. 2012. Ubicomp's colonial impulse. In Proceedings of the 2012 ACM Conference on Ubiquitous Computing - UbiComp '12, 133--142.

Digital Library

[22]

Nicole Ellison, Rebecca Heino, and Jennifer Gibbs. 2006. Managing Impressions Online: Self-Presentation Processes in the Online Dating Environment. J. Comput. Commun. 11, 2 (January 2006), 415--441.

[23]

Jacques Ellul. 1964. The Technological Society. Vintage Books.

[24]

Thomas Erickson and Wendy A. Kellogg. 2000. Social translucence: an approach to designing systems that support social processes. ACM Trans. Comput. Interact. 7, 1 (March 2000), 59--83.

Digital Library

[25]

Wendy Nelson Espeland and Mitchell L. Stevens. 1998. Commensuration as a Social Process. Annu. Rev. Sociol. 24, 1 (August 1998), 313--343.

[26]

Wendy Nelson Espeland and Mitchell L. Stevens. 2008. A Sociology of Quantification. Eur. J. Sociol. / Arch. Eur. Sociol. / Eur. Arch. für Soziologie 49, (2008), 401--436.

[27]

Michel Foucault. 1988. The History of Sexuality, Vol. 3: The Care of the Self (First Vint ed.). Vintage.

[28]

Michel Foucault. 1998. Technologies of the self. In Ethics: Subjectivity and Truth (Essential Works of Foucault, 1954--1984, Vol. 1), Paul Rabinow (ed.). The New Press, New York, 223--252.

[29]

Jon Froehlich and Paul Dourish. 2004. Unifying Artifacts and Activities in a Visual Tool for Distributed Software Development Teams. In Proceedings of the 26th International Conference on Software Engineering, 387--396.

Digital Library

[30]

Penelope Sue Greenberg, Ralph H. Greenberg, and Yvonne Lederer Antonucci. 2007. Creating and sustaining trust in virtual teams. Bus. Horiz. 50, 4 (July 2007), 325--333.

[31]

Xinning Gui, Yu Chen, Clara Caldeira, Dan Xiao, and Yunan Chen. 2017. When Fitness Meets Social Networks: Investigating Fitness Tracking and Social Practices on WeRun. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems - CHI '17, 1647--1659.

Digital Library

[32]

Carl Gutwin and Saul Greenberg. 1998. Design for individuals, design for groups: tradeoffs between power and workspace awareness. In Proceedings of the 1998 ACM conference on Computer supported cooperative work - CSCW '98, 207--216.

Digital Library

[33]

B.M.S. Hammarfelt, S. de Rijcke, and A.D. Rushforth. 2016. Quantified academic selves: The gamification of science through social networking services. Inf. Res. 21, 2 (2016).

[34]

Linda Henderson, Eileen Honan, and Sarah Loch. 2016. The production of the academicwritingmachine. Reconceptualizing Educ. Res. Methodol. 7, 2 (December 2016).

[35]

Guido Hertel, Udo Konradt, and Borris Orlikowski. 2004. Managing distance by interdependence: Goal setting, task interdependence, and team-based rewards in virtual teams. Eur. J. Work Organ. Psychol. 13, 1 (March 2004), 1--28.

[36]

Eileen Honan, Linda Henderson, and Sarah Loch. 2015. Producing Moments of Pleasure within the Confines of an Academic Quantified. Creat. Approaches to Res. 8, 3 (2015), 44--62.

[37]

Yun Huang, Wenyue Ye, Nicholas Bennett, and Noshir Contractor. 2013. Functional or Social?: Exploring Teams in Online Games. In (CSCW '13), 399--408.

Digital Library

[38]

Jin Yea Jang, Kyungsik Han, Patrick C. Shih, and Dongwon Lee. 2015. Generation Like: Comparative Characteristics in Instagram. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems - CHI '15, 4039--4042.

Digital Library

[39]

Dal Yong Jin. 2010. Korea's Online Gaming Empire. MIT Press, Cambridge, Mass.

Digital Library

[40]

Prasert Kanawattanachai and Youngjin Yoo. 2002. Dynamic nature of trust in virtual teams. J. Strateg. Inf. Syst. 11, 3--4 (December 2002), 187--213.

[41]

Nedim Karakayali, Burc Kostem, and Idil Galip. 2018. Recommendation Systems as Technologies of the Self: Algorithmic Control and the Formation of Music Taste. Theory, Cult. Soc. 35, 2 (March 2018), 3--24.

[42]

Dmitri S. Katz, Blaine A. Price, Simon Holland, and Nicholas Sheep Dalton. 2018. Data, Data Everywhere, and Still Too Hard to Link: Insights from User Interactions with Diabetes Apps. In CHI'2018.

Digital Library

[43]

Yubo Kou and Xinning Gui. 2014. Playing with strangers: understanding temporary teams in League of Legends. In Proceedings of the first ACM SIGCHI annual symposium on Computer-human interaction in play - CHI PLAY '14, 161--169.

Digital Library

[44]

Yubo Kou, Xinning Gui, and Yong Ming Kow. 2016. Ranking Practices and Distinction in League of Legends. In Proceedings of the 2016 Annual Symposium on Computer-Human Interaction in Play - CHI PLAY '16, 4--9.

Digital Library

[45]

Yubo Kou, Xinning Gui, Shaozeng Zhang, and Bonnie Nardi. 2017. Managing Disruptive Behavior through Non-Hierarchical Governance: Crowdsourcing in League of Legends and Weibo. Proc. ACM Human-Computer Interact. 1, CSCW (2017), 62.

Digital Library

[46]

Yubo Kou, Yao Li, Xinning Gui, and Eli Suzuki-Gill. 2018. Playing with Streakiness in Online Games: How Players Perceive and React to Winning and Losing Streaks in League of Legends. In CHI'2018.

Digital Library

[47]

Yong Ming Kow and Bonnie Nardi. 2010. Who owns the Mods? First Monday 15, 5 (2010).

[48]

Haewoon Kwak and Jeremy Blackburn. 2014. Linguistic Analysis of Toxic Behavior in an Online Video Game. In International Conference on Social Informatics.

[49]

Ian Li, Anind Dey, and Jodi Forlizzi. 2010. A stage-based model of personal informatics systems. In Proceedings of the 28th international conference on Human factors in computing systems - CHI '10, 557--566.

Digital Library

[50]

Xing Li. 2017. The League of Legends Worlds final reached 60 million unique viewers. dotesports. Retrieved from https://dotesports.com/league-of-legends/news/lol-worlds-final-viewership-18796

[51]

Niklas Luhmann. 2018. Trust and power. John Wiley & Sons.

[52]

Deborah Lupton. 2013. Understanding the Human Machine {Commentary}. IEEE Technol. Soc. Mag. 32, 4 (2013), 25--30.

[53]

Deborah Lupton. 2014. Self-tracking cultures: towards a sociology of personal informatics. In Proceedings of the 26th Australian Computer-Human Interaction Conference on Designing Futures the Future of Design - OzCHI '14, 77--86.

Digital Library

[54]

George Marcus. 1995. Ethnography in/of the World System: The Emergence of Multi-Sited Ethnography. Annu. Rev. Anthropol. 24, (1995), 95--117.

[55]

Jennifer Marlow, Laura Dabbish, and Jim Herbsleb. 2013. Impression formation in online peer production: activity traces and personal profiles in github. In Proceedings of the 2013 conference on Computer supported cooperative work - CSCW '13, 117--128.

Digital Library

[56]

Ethan R. Mollick and Nancy Rothbard. 2013. Mandatory Fun: Gamification and the Impact of Games at Work. SSRN Electron. J. (September 2013).

[57]

Bonnie Nardi. 2010. My Life as a Night Elf Priest: An Anthropological Account of World of Warcraft. University of Michigan Press.

[58]

Bonnie Nardi and Justin Harris. 2006. Strangers and friends: collaborative play in world of warcraft. In Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work - CSCW '06, 149.

Digital Library

[59]

Kenton O'Hara, Maxine Glancy, and Simon Robertshaw. 2008. Understanding collective play in an urban screen game. In (CSCW '08), 67--76.

Digital Library

[60]

Gary Olson and Judith Olson. 2000. Distance Matters. Human-Computer Interact. 15, 2 (September 2000), 139--178.

Digital Library

[61]

Michael Quinn Patton. 1990. Qualitative evaluation and research methods. Sage Publications, Thousand Oaks.

[62]

Linda Peters and Ronald J. Karren. 2009. An Examination of the Roles of Trust and Functional Diversity on Virtual Team Performance Ratings. Gr. Organ. Manag. 34, 4 (August 2009), 479--504.

[63]

Kathleen H. Pine and Max Liboiron. 2015. The Politics of Measurement and Action. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems - CHI '15, 3147--3156.

Digital Library

[64]

Matt Porter. 2016. League of Legends Surpasses 100 Million Monthly Active Players. ign.com. Retrieved from http://www.ign.com/articles/2016/09/14/league-of-legends-surpasses-100-million-monthly-active-players

[65]

Neil Postman. 1993. Technopoly: The Surrender of Culture to Technology (1st ed.). Vintage.

[66]

Neil Postman. 2006. Amusing ourselves to death?: public discourse in the age of show business. Penguin.

[67]

Lionel P Robert. 2016. Monitoring and Trust in Virtual Teams. In Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing - CSCW '16, 244--258.

Digital Library

[68]

Ellen Rusman, Jan van Bruggen, Peter Sloep, Martin Valcke, and Rob Koper. 2013. The Mind's Eye on Personal Profiles: A Cognitive Perspective on Profile Elements that Inform Initial Trustworthiness Assessments and Social Awareness in Virtual Project Teams. Comput. Support. Coop. Work 22, 2--3 (April 2013), 159--179.

Digital Library

[69]

Michael Sauder and Wendy Nelson Espeland. 2009. The Discipline of Rankings: Tight Coupling and Organizational Change. Am. Sociol. Rev. 74, 1 (February 2009), 63--82.

[70]

Robert P. Schumaker, Osama K. Solieman, and Hsinchun Chen. 2010. Data Sources for Sports. . Springer, Boston, MA, 23--28.

[71]

Kenneth B. Shores, Yilin He, Kristina L. Swanenburg, Robert Kraut, and John Riedl. 2014. The identification of deviance and its impact on retention in a multiplayer game. In Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing - CSCW '14, 1356--1365.

Digital Library

[72]

T. L. Taylor. 2006. Play between worlds: exploring online game culture (First Edit ed.). MIT Press.

Digital Library

[73]

T. L Taylor. 2012. Raising the stakes: e-sports and the professionalization of computer gaming. MIT Press, Cambridge, Mass.

Digital Library

[74]

Erik H. Trainer, Ban Al-Ani, and David F. Redmiles. 2011. Impact of collaborative traces on trustworthiness. In Proceeding of the 4th international workshop on Cooperative and human aspects of software engineering - CHASE '11, 40--47.

Digital Library

[75]

Shawn Tseng and B. J. Fogg. 1999. Credibility and computing technology. Commun. ACM 42, 5 (May 1999), 39--44.

Digital Library

[76]

Pete Volk. 2016. League of Legends now boasts over 100 million monthly active players worldwide. riftherald.com. Retrieved from http://www.riftherald.com/2016/9/13/12865314/monthly-lol-players-2016-active-worldwide

[77]

Michael G Wagner. 2006. On the Scientific Relevance of eSports. In International Conference on Internet Computing.

[78]

Max Weber. 1978. Economy and society?: an outline of interpretive sociology. University of California Press.

[79]

Jennifer R. Whitson. 2013. Gaming the Quantified Self. Surveill. Soc. 11, 1/2 (May 2013), 163--176. Retrieved April 18, 2016 from http://library.queensu.ca/ojs/index.php/surveillance-and-society/article/view/gaming

[80]

Nick Yee. 2006. The Labor of Fun: How Video Games Blur the Boundaries of Work and Play. Games Cult. 1, 1 (January 2006), 68--71.

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cover image Proceedings of the ACM on Human-Computer Interaction

Proceedings of the ACM on Human-Computer Interaction Volume 2, Issue CSCW

November 2018

4104 pages

EISSN:2573-0142

DOI:10.1145/3290265

Editors:
Karrie Karahalios
University of Illinois & Adobe
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Andrés Monroy-Hernández
Snap Inc.
,
Airi Lampinen
Stockholm University
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Geraldine Fitzpatrick
Vienna University of Technology

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Published: 01 November 2018

Published in PACMHCI Volume 2, Issue CSCW

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https://dl.acm.org/doi/10.1145/3686992
Fan GZhang CWang KLi YChen JXu Z(2024)CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking SystemProceedings of the ACM on Human-Computer Interaction10.1145/36869788:CSCW2(1-39)Online publication date: 8-Nov-2024
https://dl.acm.org/doi/10.1145/3686978
Wang DEng JTurpitka MEpstein D(2024)Exploring Activity-Sharing Response Differences Between Broad-Purpose and Dedicated Online Social PlatformsProceedings of the ACM on Human-Computer Interaction10.1145/36868988:CSCW2(1-37)Online publication date: 8-Nov-2024
https://dl.acm.org/doi/10.1145/3686898
Zhang ZMoradzadeh SWoan AKou Y(2024)Toxicity by Game Design: How Players Perceive the Influence of Game Design on ToxicityProceedings of the ACM on Human-Computer Interaction10.1145/36771108:CHI PLAY(1-31)Online publication date: 15-Oct-2024
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