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The Exchange in StackExchange: Divergences between Stack Overflow and its Culturally Diverse Participants

Published:01 November 2018Publication History
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Abstract

StackExchange is a network of Question & Answer (Q&A) sites that support collaborative knowledge exchange on a variety of topics. Prior research found a significant imbalance between those who contribute content to Q&A sites (predominantly people from Western countries) and those who passively use the site (the so-called "lurkers"). One possible explanation for such participation differences between countries could be a mismatch between culturally related preferences of some users and the values ingrained in the design of the site. To examine this hypothesis, we conducted a value-sensitive analysis of the design of the StackExchange site Stack Overflow and contrasted our findings with those of participants from societies with varying cultural backgrounds using a series of focus groups and interviews. Our results reveal tensions between collectivist values, such as the openness for social interactions, and the performance-oriented, individualist values embedded in Stack Overflow's design and community guidelines. This finding confirms that socio-technical sites like Stack Overflow reflect the inherent values of their designers, knowledge that can be leveraged to foster participation equity.

References

  1. J. Aaker and D. Maheswaran. 1997. The effect of cultural orientation on persuasion. Journal of Consumer Research , Vol. 24 (1997), 315--328.Google ScholarGoogle ScholarCross RefCross Ref
  2. Mark S. Ackerman, Juri Dachtera, Volkmar Pipek, and Volker Wulf. 2013. Sharing Knowledge and Expertise: The CSCW View of Knowledge Management . Computer Supported Cooperative Work (CSCW) , Vol. 22, 4--6 (2013), 531--573. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. Lada A. Adamic, Jun Zhang, Eytan Bakshy, and Mark S. Ackerman. 2008. Knowledge sharing and yahoo answers: everyone knows something (WWW '08). ACM, 665--674. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. Alexandre Ardichvili, Martin Maurer, Wei Li, Tim Wentling, and Reed Stuedemann. 2006. Cultural influences on knowledge sharing through online communities of practice . Journal of Knowledge Management , Vol. 10, 1 (2006).Google ScholarGoogle ScholarCross RefCross Ref
  5. Albert Bandura. 1995. Self-efficacy in changing societies .Cambridge university press.Google ScholarGoogle Scholar
  6. Liam Bannon. 2011. Reimagining HCI: Toward a More Human-centered Perspective . interactions , Vol. 18, 4 (July 2011), 50--57. Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. Valerie Barker and Hiroshi Ota. 2011. Mixi Diary versus Facebook Photos: Social Networking Site use among Japanese and Caucasian American Females . Journal of Intercultural Communication Research , Vol. 40, 1 (1 March 2011), 39--63.Google ScholarGoogle ScholarCross RefCross Ref
  8. Alan Borning and Michael Muller. 2012. Next Steps for Value Sensitive Design (CHI '12). Google ScholarGoogle ScholarDigital LibraryDigital Library
  9. Virginia Braun and Victoria Clarke. 2006. Using thematic analysis in psychology. Qualitative research in psychology , Vol. 3, 2 (2006), 77--101.Google ScholarGoogle Scholar
  10. Moira Burke and Mike Develin. 2016. Once More with Feeling: Supportive Responses to Social Sharing on Facebook. In Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW '16). ACM, New York, NY, USA, 1462--1474. Google ScholarGoogle ScholarDigital LibraryDigital Library
  11. Moira Burke, Robert Kraut, and Cameron Marlow. 2011. Social Capital on Facebook: Differentiating Uses and Users. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '11). ACM, New York, NY, USA, 571--580. Google ScholarGoogle ScholarDigital LibraryDigital Library
  12. Stephan Dahl. 2005. Intercultural Research: The Current State of Knowledge . Social Science Research Network Working Paper Series (Feb. 2005).Google ScholarGoogle Scholar
  13. Zhenhua Dong, Chuan Shi, Shilad Sen, Loren Terveen, and John Riedl. 2012. War Versus Inspirational in Forrest Gump: Cultural Effects in Tagging Communities. In Sixth International AAAI Conference on Weblogs and Social Media (ICWSM '12).Google ScholarGoogle Scholar
  14. Charles Ess and Fay Sudweeks. 2005. Culture and Computer-Mediated Communication: Toward New Understandings . Journal of Computer-Mediated Communication , Vol. 11, 1 (2005), 179--191.Google ScholarGoogle ScholarCross RefCross Ref
  15. Rosta Farzan, Laura A Dabbish, Robert E Kraut, and Tom Postmes. 2011. Increasing commitment to online communities by designing for social presence. In Proceedings of the ACM 2011 conference on Computer supported cooperative work. ACM, 321--330. Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. Marina Fiedler and Marko Sarstedt. 2014. Influence of community design on user behaviors in online communities. Journal of Business Research , Vol. 67, 11 (2014), 2258--2268.Google ScholarGoogle ScholarCross RefCross Ref
  17. Batya Friedman. 1996. Value-sensitive Design. interactions , Vol. 3, 6 (Dec. 1996), 16--23. Google ScholarGoogle ScholarDigital LibraryDigital Library
  18. Batya Friedman, PeterH Kahn, Alan Borning, and Alina Huldtgren. 2013. Value Sensitive Design and Information Systems . In Early engagement and new technologies: Opening up the laboratory, Neelke Doorn, Daan Schuurbiers, Ibo van de Poel, and Michael E. Gorman (Eds.). Philosophy of Engineering and Technology, Vol. 16. Springer Netherlands, 55--95.Google ScholarGoogle Scholar
  19. Batya Friedman and Peter H. Kahn, Jr. 2003. The Human-computer Interaction Handbook. L. Erlbaum Associates Inc., Hillsdale, NJ, USA, Chapter Human Values, Ethics, and Design, 1177--1201. http://dl.acm.org/citation.cfm?id=772072.772147 Google ScholarGoogle ScholarDigital LibraryDigital Library
  20. Batya Friedman and Helen Nissenbaum. 1993. Discerning bias in computer systems. In INTERACT'93 and CHI'93 Conference Companion on Human Factors in Computing Systems. ACM, 141--142. Google ScholarGoogle ScholarDigital LibraryDigital Library
  21. Adabriand Furtado, Nazareno Andrade, Nigini Oliveira, and Francisco Brasileiro. 2013. Contributor Profiles, Their Dynamics, and Their Importance in Five Q&A Sites (CSCW '13). 1237--1252. Google ScholarGoogle ScholarDigital LibraryDigital Library
  22. Susan R Fussell. 2002. The verbal communication of emotions: interdisciplinary perspectives .Psychology Press.Google ScholarGoogle Scholar
  23. Silvia E. Gallagher and Timothy Savage. 2013. Cross-cultural analysis in online community research: A literature review . Computers in Human Behavior , Vol. 29, 3 (May 2013), 1028--1038. Google ScholarGoogle ScholarDigital LibraryDigital Library
  24. Rich Gazan. 2011. Social Q&A . Journal of the American Society for Information Science and Technology , Vol. 62, 12 (2011), 2301--2312. Google ScholarGoogle ScholarDigital LibraryDigital Library
  25. Clifford Geertz. 1973. The interpretation of cultures . Vol. 5019. Basic books.Google ScholarGoogle Scholar
  26. Jochen Gl"aser and Grit Laudel. 2013. Life With and Without Coding: Two Methods for Early-Stage Data Analysis in Qualitative Research Aiming at Causal Explanations. Forum Qualitative Sozialforschung , Vol. 14, 2 (2013). http://www.qualitative-research.net/index.php/fqs/article/view/1886Google ScholarGoogle Scholar
  27. Sharad Goel, Andrei Broder, Evgeniy Gabrilovich, and Bo Pang. 2010. Anatomy of the Long Tail: Ordinary People with Extraordinary Tastes. In Proceedings of the Third ACM International Conference on Web Search and Data Mining (WSDM '10). ACM, New York, NY, USA, 201--210. Google ScholarGoogle ScholarDigital LibraryDigital Library
  28. Noriko Hara, Pnina Shachaf, and Khe F. Hew. 2010. Cross-cultural analysis of the Wikipedia community . J. Am. Soc. Inf. Sci. , Vol. 61, 10 (1 Oct. 2010), 2097--2108. Google ScholarGoogle ScholarDigital LibraryDigital Library
  29. Geert Hofstede, Gert J. Hofstede, and Michael Minkov. 2010. Cultures and Organizations: Software of the Mind, Third Edition 3 ed.). McGraw-Hill.Google ScholarGoogle Scholar
  30. Michael A. Hogg and John C. Turner. 1985. Interpersonal attraction, social identification and psychological group formation. European Journal of Social Psychology , Vol. 15, 1 (1985), 51--66.Google ScholarGoogle ScholarCross RefCross Ref
  31. Ronald Inglehart and Wayne E. Baker. 2000. Modernization, Cultural Change, and the Persistence of Traditional Values . American Sociological Review , Vol. 65, 1 (2000), 19--51.Google ScholarGoogle ScholarCross RefCross Ref
  32. Lilly Irani, Janet Vertesi, Paul Dourish, Kavita Philip, and Rebecca E. Grinter. 2010. Postcolonial Computing: A Lens on Design and Development (CHI'10). ACM, New York, NY, USA, 1311--1320. Google ScholarGoogle ScholarDigital LibraryDigital Library
  33. Elena Karahanna, J Roberto Evaristo, and Mark Srite. 2006. Levels of culture and individual behavior: An integrative perspective. Advanced Topics in Global Information Management, Volume 5 (2006), 30.Google ScholarGoogle ScholarCross RefCross Ref
  34. Imrul Kayes, Nicolas Kourtellis, Daniele Quercia, Adriana Iamnitchi, and Francesco Bonchi. 2015. Cultures in Community Question Answering (ACM HT'15). Google ScholarGoogle ScholarDigital LibraryDigital Library
  35. Rilla Khaled, Pippin Barr, Robert Biddle, Ronald Fischer, and James Noble. 2009. Game Design Strategies for Collectivist Persuasion (Sandbox '09). Google ScholarGoogle ScholarDigital LibraryDigital Library
  36. Jenny Kitzinger. 1994. The methodology of focus groups: the importance of interaction between research participants. Sociology of health & illness , Vol. 16, 1 (1994), 103--121.Google ScholarGoogle Scholar
  37. Robert E. Kraut and Paul Resnick. 2012. Building Successful Online Communities: Evidence-Based Social Design. The MIT Press. Google ScholarGoogle ScholarDigital LibraryDigital Library
  38. Jean Lave and Etienne Wenger. 1991. Situated learning: Legitimate peripheral participation .Cambridge university press.Google ScholarGoogle Scholar
  39. Robert N Levine. 2008. A geography of time: On tempo, culture, and the pace of life .Basic Books.Google ScholarGoogle Scholar
  40. Robert V. Levine and Ara Norenzayan. 1999. The Pace of Life in 31 Countries . Journal of Cross-Cultural Psychology , Vol. 30, 2 (1 March 1999), 178--205.Google ScholarGoogle ScholarCross RefCross Ref
  41. Jing H. Li, Xiao R. Chang, Li Lin, and Li Y. Ma. 2014. Meta-analytic comparison on the influencing factors of knowledge transfer in different cultural contexts . Journal of Knowledge Management , Vol. 18, 2 (2014), 278--306.Google ScholarGoogle ScholarCross RefCross Ref
  42. Lena Mamykina, Bella Manoim, Manas Mittal, George Hripcsak, and Björn Hartmann. 2011. Design lessons from the fastest Q&A site in the west (CHI '2011). 2857--2866. Google ScholarGoogle ScholarDigital LibraryDigital Library
  43. L. Mann, M. Radford, P. Burnett, S. Ford, M. Bond, K. Leung, H. Nakamura, G. Vaughan, and K.-S. Yang. 1998. Cross-cultural differences in self-reported decision-making style and confidence. International Journal of Psychology , Vol. 33, 5 (1998), 325--335.Google ScholarGoogle ScholarCross RefCross Ref
  44. David Matsumoto and Seung H. Yoo. 2006. Toward a New Generation of Cross-Cultural Research . Perspectives on Psychological Science , Vol. 1, 3 (1 Sept. 2006), 234--250.Google ScholarGoogle Scholar
  45. Wei-Cheng Mau. 2000. Cultural differences in career decision-making styles and self-efficacy. Journal of vocational behavior , Vol. 57, 3 (2000), 365--378.Google ScholarGoogle ScholarCross RefCross Ref
  46. Matthew B Miles and A Michael Huberman. 1994. Qualitative data analysis: An expanded sourcebook 2 ed.). Sage.Google ScholarGoogle Scholar
  47. Jessica K Miller, Batya Friedman, Gavin Jancke, and Brian Gill. 2007. Value tensions in design: the value sensitive design, development, and appropriation of a corporation's groupware system. In Proceedings of the 2007 International ACM Conference on Supporting Group Work (GROUP '2007). ACM, 281--290. Google ScholarGoogle ScholarDigital LibraryDigital Library
  48. Michael Minkov and Geert Hofstede. 2012. Is National Culture a Meaningful Concept? Cross-Cultural Research , Vol. 46, 2 (01 May 2012), 133--159.Google ScholarGoogle Scholar
  49. Michael Muller, Shion Guha, Eric P.S. Baumer, David Mimno, and N. Sadat Shami. 2016. Machine Learning and Grounded Theory Method: Convergence, Divergence, and Combination. In Proceedings of the 19th International Conference on Supporting Group Work (GROUP '16). ACM, New York, NY, USA, 3--8. Google ScholarGoogle ScholarDigital LibraryDigital Library
  50. Michael Muller, N. Sadat Shami, David R. Millen, and Jonathan Feinberg. 2010. We Are All Lurkers: Consuming Behaviors Among Authors and Readers in an Enterprise File-sharing Service. In Proceedings of the 16th ACM International Conference on Supporting Group Work (GROUP '10). ACM, New York, NY, USA, 201--210. Google ScholarGoogle ScholarDigital LibraryDigital Library
  51. Kevin K. Nam, Mark S. Ackerman, and Lada A. Adamic. 2009. Questions in, knowledge in?: a study of naver's question answering community (CHI '09). 779--788. Google ScholarGoogle ScholarDigital LibraryDigital Library
  52. Jennifer A. Noble. 2012. Minority Voices of Crowdsourcing: Why We Should Pay Attention to Every Member of the Crowd. In Proceedings of the ACM 2012 Conference on Computer Supported Cooperative Work Companion (CSCW '12). ACM, New York, NY, USA, 179--182. Google ScholarGoogle ScholarDigital LibraryDigital Library
  53. Blair Nonneeke and Jenny Preeee. 2000. Lurker demographics: Counting the silent. In Proceedings of the SIGCHI conference on Human Factors in Computing Systems, Vol. 2. 73--80. Google ScholarGoogle ScholarDigital LibraryDigital Library
  54. Nigini Oliveira, Nazareno Andrade, and Katharina Reinecke. 2016. Participation Differences in Q&A Sites Across Countries: Opportunities for Cultural Adaptation (NordiCHI '16). Google ScholarGoogle ScholarDigital LibraryDigital Library
  55. Aditya Pal, Shuo Chang, and Joseph A. Konstan. 2012. Evolution of Experts in Question Answering Communities (ICWSM '13).Google ScholarGoogle Scholar
  56. Yoon-Joo Park and Alexander Tuzhilin. 2008. The Long Tail of Recommender Systems and How to Leverage It. In Proceedings of the 2008 ACM Conference on Recommender Systems (RecSys '08). ACM, New York, NY, USA, 11--18. Google ScholarGoogle ScholarDigital LibraryDigital Library
  57. Orlando Patterson. 2014. Making Sense of Culture . Annual Review of Sociology , Vol. 40, 1 (2014), 1--30.Google ScholarGoogle ScholarCross RefCross Ref
  58. Roberto Pereira and Maria Cec'ilia Baranauskas. 2014. Value Pie: A Culturally Informed Conceptual Scheme for Understanding Values in Design. In 16th International Conference on Human-Computer Interaction . Springer-Verlag New York, Inc., 122--133. Google ScholarGoogle ScholarDigital LibraryDigital Library
  59. Jan Pflug. 2011. Contextuality and computer-mediated communication: a cross cultural comparison . Computers in Human Behavior , Vol. 27, 1 (27 Jan. 2011), 131--137. Google ScholarGoogle ScholarDigital LibraryDigital Library
  60. Jenny Preece, Blair Nonnecke, and Dorine Andrews. 2004. The top five reasons for lurking: improving community experiences for everyone. Computers in Human Behavior , Vol. 20, 2 (2004), 201 -- 223.Google ScholarGoogle ScholarCross RefCross Ref
  61. Quantcast. 2017. Stack Overflow access around the world. https://www.quantcast.com/stackoverflow.com#geographicCard https://www.quantcast.com/stackoverflow.com#geographicCard.Google ScholarGoogle Scholar
  62. Giovanni Quattrone, Afra Mashhadi, and Licia Capra. 2014. Mind the Map: The Impact of Culture and Economic Affluence on Crowd-mapping Behaviours (CSCW '14). 934--944. Google ScholarGoogle ScholarDigital LibraryDigital Library
  63. Katharina Reinecke, Minh K. Nguyen, Abraham Bernstein, Michael N"af, and Krzysztof Z. Gajos. 2013. Doodle around the world: online scheduling behavior reflects cultural differences in time perception and group decision-making (CSCW '13). 45--54. Google ScholarGoogle ScholarDigital LibraryDigital Library
  64. Howard Rosenbaum and Pnina Shachaf. 2010. A structuration approach to online communities of practice: The case of Q&A communities . Journal of the American Society for Information Science and Technology , Vol. 61, 9 (Sept. 2010), 1933--1944. Google ScholarGoogle ScholarDigital LibraryDigital Library
  65. Luciana Salgado, Roberto Pereira, and Isabela Gasparini. 2015. Cultural Issues in HCI: Challenges and Opportunities . In Human-Computer Interaction: Design and Evaluation, Masaaki Kurosu (Ed.). Lecture Notes in Computer Science, Vol. 9169. Springer International Publishing, 60--70.Google ScholarGoogle Scholar
  66. Dennis Schenk and Mircea Lungu. 2013. Geo-locating the Knowledge Transfer in StackOverflow (SSE '2013). Google ScholarGoogle ScholarDigital LibraryDigital Library
  67. Shalom H. Schwartz. 2006. A Theory of Cultural Value Orientations: Explication and Applications . Comparative Sociology , Vol. 5, 2--3 (2006), 137--182.Google ScholarGoogle ScholarCross RefCross Ref
  68. Ralf Schwarzer, Judith B"aßler, Patricia Kwiatek, Kerstin Schröder, and Jian X. Zhang. 1997. The Assessment of Optimistic Self-beliefs: Comparison of the German, Spanish, and Chinese Versions of the General Self-efficacy Scale . Applied Psychology , Vol. 46, 1 (Jan. 1997), 69--88.Google ScholarGoogle ScholarCross RefCross Ref
  69. Abigail Sellen, Yvonne Rogers, Richard Harper, and Tom Rodden. 2009. Reflecting Human Values in the Digital Age . Communications of ACM , Vol. 52, 3 (March 2009), 58--66. Google ScholarGoogle ScholarDigital LibraryDigital Library
  70. Leslie Setlock and Susan Fussell. 2011. Culture or Fluency?: Unpacking Interactions Between Culture and Communication Medium. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '11). ACM, New York, NY, USA, 1137--1140. Google ScholarGoogle ScholarDigital LibraryDigital Library
  71. Leslie D. Setlock and Susan R. Fussell. 2010. What's It Worth to You?: The Costs and Affordances of CMC Tools to Asian and American Users (CSCW '10). Google ScholarGoogle ScholarDigital LibraryDigital Library
  72. Theodore M. Singelis, Harry C. Triandis, Dharm P. S. Bhawuk, and Michele J. Gelfand. 1995. Horizontal and Vertical Dimensions of Individualism and Collectivism: A Theoretical and Measurement Refinement. Cross-Cultural Research , Vol. 29, 3 (1995), 240--275.Google ScholarGoogle ScholarCross RefCross Ref
  73. Jai BP Sinha, TN Sinha, Jyoti Verma, and RBN Sinha. 2001. Collectivism coexisting with individualism: An Indian scenario. Asian journal of social psychology , Vol. 4, 2 (2001), 133--145.Google ScholarGoogle Scholar
  74. Stack Exchange. 2017. Stack Exchange Sites. https://stackexchange.com/sites#users https://stackexchange.com/sites#users.Google ScholarGoogle Scholar
  75. Stack Overflow. 2017. Stack Overflow Developer Survey. https://insights.stackoverflow.com/survey/2017 https://insights.stackoverflow.com/survey/2017.Google ScholarGoogle Scholar
  76. Lucy Suchman. 1993. Do categories have politics? Computer Supported Cooperative Work (CSCW) , Vol. 2, 3 (01 Sep 1993), 177--190.Google ScholarGoogle ScholarCross RefCross Ref
  77. Harry Charalambos Triandis. 1995. Individualism & collectivism. Westview press.Google ScholarGoogle Scholar
  78. Etienne Wenger. 1998. Communities of practice: Learning, meaning, and identity .Cambridge university press.Google ScholarGoogle Scholar
  79. Langdon Winner. 1980. Do artifacts have politics? Daedalus (1980), 121--136.Google ScholarGoogle Scholar
  80. Wenfan Yan and Eugene L Gaier. 1994. Causal attributions for college success and failure: An Asian-American comparison. Journal of Cross-Cultural Psychology , Vol. 25, 1 (1994), 146--158.Google ScholarGoogle ScholarCross RefCross Ref
  81. Jiang Yang, Meredith R. Morris, Jaime Teevan, Lada A. Adamic, and Mark S. Ackerman. 2011. Culture Matters: A Survey Study of Social Q&A Behavior (ICWSM '11).Google ScholarGoogle Scholar
  82. Chen Zhao, Pamela Hinds, and Ge Gao. 2012. How and to Whom People Share: The Role of Culture in Self-disclosure in Online Communities. In Proceedings of the ACM 2012 Conference on Computer Supported Cooperative Work (CSCW '12). ACM, New York, NY, USA, 67--76. Google ScholarGoogle ScholarDigital LibraryDigital Library

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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
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          • Published: 1 November 2018
          Published in pacmhci Volume 2, Issue CSCW

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