Stigmergy in Open Collaboration: An Empirical Investigation Based on Wikipedia

References

• Aaltonen, A.; and Seiler, S. Cumulative growth in user-generated content production: Evidence from Wikipedia. Management Science, 62, 7 (July 2016), 2054–2069.
   Web of Science ®Google Scholar
• Alnuaimi, O.A.; Robert, L.P.; and Maruping, L.M. Team size, dispersion, and social loafing in technology-supported teams: A perspective on the theory of moral disengagement. Journal of Management Information Systems, 27, 1 (July 2010), 203–230.
   Web of Science ®Google Scholar
• Angwin, J.; and Fowler, G.A. Volunteers log off as Wikipedia ages. Wall Street Journal, 23, (2009), A1.
   Google Scholar
• Arazy, O.; Daxenberger, J.; Lifshitz-Assaf, H.; Nov, O.; and Gurevych, I. Turbulent stability of emergent roles: The dualistic nature of self-organizing knowledge coproduction. Information Systems Research, 27, 4 (December 2016), 792–812.
   Web of Science ®Google Scholar
• Arazy, O.; Lindberg, A.; Rezaei, M.; and Samorani, M. The evolutionary trajectories of peer-produced artifacts: Group composition, the trajectories’ exploration, and the quality of artifacts. MIS Quarterly, 44, 4 (December 2020), 2013–2053.
   Web of Science ®Google Scholar
• Arazy, O.; Nov, O.; Patterson, R.; and Yeo, L. Information quality in Wikipedia: The effects of group composition and task conflict. Journal of Management Information Systems, 27, 4 (April 2011), 71–98.
   Web of Science ®Google Scholar
• Bailey, D.E.; Leonardi, P.M.; and Chong, J. Minding the gaps: Understanding technology interdependence and coordination in knowledge work. Organization Science, 21, 3 (2010), 713–730.
   Web of Science ®Google Scholar
• Bhattacharyya, S.; Banerjee, S.; Bose, I.; and Kankanhalli, A. Temporal effects of repeated recognition and lack of recognition on online community contributions. Journal of Management Information Systems, 37, 2 (April 2020), 536–562.
   Web of Science ®Google Scholar
• Bolici, F.; Howison, J.; and Crowston, K. Stigmergic coordination in FLOSS development teams: Integrating explicit and implicit mechanisms. Cognitive Systems Research, 38, (June 2016), 14–22.
   Web of Science ®Google Scholar
• Burke, M.; Kraut, R.; and Marlow, C. Social capital on Facebook: Differentiating uses and users. In Proceedings of the 2011 Annual Conference on Human Factors in Computing Systems - CHI ’11. ACM Press, Vancouver, BC, Canada, 2011, p. 571.
   Google Scholar
• Butler, B.S. Membership size, communication activity, and sustainability: a resource-based model of online social structures. Information Systems Research, 12, 4 (December 2001), 346–362.
   Web of Science ®Google Scholar
• Chatterjee, S.; and Hadi, A.S. Regression Analysis by Example. Somerset: Wiley, 2015.
   Google Scholar
• Chhabra, A.; Kaur, R.; and Iyengar, S.R.S. Dynamics of edit war sequences in Wikipedia. In Proceedings of the 16th International Symposium on Open Collaboration. 2020, pp. 1–10.
   Google Scholar
• Christensen, L.R. Practices of stigmergy in architectural work. In Proceedings of the 2007 International ACM Conference on Supporting Group Work - GROUP ’07. Sanibel Island, FL: ACM Press, 2007, p. 11.
   Google Scholar
• Christensen, L.R. Stigmergy in human practice: Coordination in construction work. Cognitive Systems Research, 21, (March 2013), 40–51.
   Web of Science ®Google Scholar
• Christensen, L.R. Practices of stigmergy in the building process. Computer Supported Cooperative Work (CSCW), 23, 1 (February 2014), 1–19.
   Google Scholar
• Cooke, N.J.; Salas, E.; Cannon-Bowers, J.A.; and Stout, R.J. Measuring team knowledge. Human Factors, 42, 1 (2000), 151–173.
   PubMed Web of Science ®Google Scholar
• Cosley, D.; Frankowski, D.; Terveen, L.; and Riedl, J. SuggestBot: Using intelligent task routing to help people find work in Wikipedia. In Proceedings of the 12th International Conference on Intelligent User Interfaces - IUI ’07. Honolulu, HI: ACM Press, 2007, p. 32.
   Google Scholar
• Crowston, K.; Osterlund, C.S.; Howison, J.; and Bolici, F. Work features to support stigmergic coordination in distributed teams. Academy of Management Proceedings, 2017, 1 (August 2017), 14409.
   Google Scholar
• Crowston, K.; and Rezgui, A. Effects of Stigmergic and Explicit Coordination on Wikipedia Article Quality. In IEEE Computer Society, 2020, pp. 2346–2355.
   Google Scholar
• Crowston, K.; Saltz, J.S.; Rezgui, A.; Hegde, Y.; and You, S. Socio-technical affordances for stigmergic coordination implemented in MIDST, a tool for data-science teams. Proceedings of the ACM on Human-Computer Interaction, 3, CSCW (November 2019), pp. 1–25.
   Google Scholar
• Dabbish, L.; and Kraut, R. Research note—Awareness displays and social motivation for coordinating communication. Information Systems Research, 19, 2 (June 2008), 221–238.
   Web of Science ®Google Scholar
• DeChurch, L.A.; and Mesmer-Magnus, J.R. The cognitive underpinnings of effective teamwork: a meta-analysis. Journal of Applied Psychology, 95, 1 (2010), 32.
   PubMed Web of Science ®Google Scholar
• Dillenbourg, P., ed. Collaborative Learning: Cognitive and Computational Approaches. Amsterdam; New York: Pergamon, 1999.
   Google Scholar
• Dorigo, M.; Bonabeau, E.; and Theraulaz, G. Ant algorithms and stigmergy. Future Generation Computer Systems, 16, 8 (June 2000), 851–871.
   Web of Science ®Google Scholar
• Elliott, M. Stigmergic Collaboration: The Evolution of Group Work: Introduction. M/C Journal, 9, 2 (May 2006). https://doi.org/10.5204/mcj.2599
   Google Scholar
• Espinosa, J.A.; Lerch, F.J.; and Kraut, R.E. Explicit versus implicit coordination mechanisms and task dependencies: One size does not fit all. In E. Salas and S.M. Fiore (eds.), Team Cognition: Understanding the Factors That Drive Process and Performance. Washington, D.C: American Psychological Association, 2004, pp. 107–129.
   Google Scholar
• Espinosa, J.A.; Slaughter, S.A.; Kraut, R.E.; and Herbsleb, J.D. Team knowledge and coordination in geographically distributed software development. Journal of Management Information Systems, 24, 1 (July 2007), 135–169.
   Web of Science ®Google Scholar
• Faraj, S.; Jarvenpaa, S.L.; and Majchrzak, A. Knowledge collaboration in online communities. Organization Science, 22, 5 (October 2011), 1224–1239.
   Web of Science ®Google Scholar
• van Fenema, P.C.; Pentland, B.; and Kumar, K. Paradigm shifts in coordination theory. In Academy of Management Annual Meeting, New Orleans. Citeseer, 2004.
   Google Scholar
• Fischer, M.M., and Getis, A. Handbook of Applied Spatial Analysis: Software Tools, Methods, and Applications. Berlin: Springer, 2010.
   Google Scholar
• Forte, A.; Larco, V.; and Bruckman, A. Decentralization in Wikipedia governance. Journal of Management Information Systems, 26, 1 (July 2009), 49–72.
   Web of Science ®Google Scholar
• Geiger, R.S.; and Halfaker, A. Using edit sessions to measure participation in Wikipedia. In Proceedings of the 2013 Conference on Computer Supported Cooperative Work. 2013, pp. 861–870.
   Google Scholar
• Goh, K.-I.; and Barabási, A.-L. Burstiness and memory in complex systems. EPL (Europhysics Letters), 81, 4 (February 2008), 48002.
   Google Scholar
• Goodman, P.S.; and Leyden, D.P. Familiarity and group productivity. Journal of Applied Psychology, 76, 4 (1991), 578.
   Web of Science ®Google Scholar
• Gordon, D.M. Ant encounters. In Ant Encounters. Princeton, NJ: Princeton University Press, 2010. 39. https://www.google.com/books/edition/AntEncounters/MabwdXLZ9YMC?hl=en&gbpv=0
   Google Scholar
• Grassé, P.-P. The nest reconstruction and inter-individual coordination in Bellicositermes natalensis and Cubitermes sp. The theory of stigmergy: An attempt to interpret the behavior of constructing termites. Insectes sociaux, 6, 1 (1959), 41–80.
   Google Scholar
• Heylighen, F. 2007. Why is open access development so successful? Stigmergic organization and the economics of information. In B. Lutterbeck, M. Bärwolff, & R. A., Gehring. (Eds.), Open Source Jahrbuch. (pp. 165–180). Lehrmanns Media. https://researchportal.vub.be/en/publications/why-is-open-access-development-so-successful-stigmergicorganizat
   Google Scholar
• Hinnosaar, M.; Hinnosaar, T.; Kummer, M., and Slivko, O. Wikipedia matters. Journal of Economics & Management Strategy 2021. https://onlinelibrary.wiley.com/action/showCitFormats?doi=10.1111%2Fjems.12421
   Web of Science ®Google Scholar
• Howison, J.; and Crowston, K. Collaboration through open superposition: A theory of the open-source way. MIS Quarterly, 38, 1 (January 2014), 29–50.
   Web of Science ®Google Scholar
• Kane, G.C.; Alavi, M.; Labianca, G. (Joe); and Borgatti, S.P. What’s different about social media networks? A framework and research agenda. MIS Quarterly, 38, 1 (January 2014), 274–304.
   Web of Science ®Google Scholar
• Kane, G.C.; Johnson, J.; and Majchrzak, A. Emergent life cycle: The tension between knowledge change and knowledge retention in open online coproduction communities. Management Science, 60, 12 (December 2014), 3026–3048.
   Web of Science ®Google Scholar
• Kane, G.C.; and Ransbotham, S. Research note—Content and collaboration: An affiliation network approach to information quality in online peer production communities. Information Systems Research, 27, 2 (June 2016), 424–439.
   Web of Science ®Google Scholar
• Kane, G.C.; and Ransbotham, S. Content as community regulator: The recursive relationship between consumption and contribution in open collaboration communities. Organization Science, 27, 5 (October 2016), 1258–1274.
   Web of Science ®Google Scholar
• Ke, W.; and Zhang, P. The effects of extrinsic motivations and satisfaction in open source software development. Journal of the Association for Information Systems, 11, 12 (December 2010), 784–808.
   Web of Science ®Google Scholar
• Kittur, A.; and Kraut, R.E. Harnessing the wisdom of crowds in Wikipedia: Quality through coordination. In Proceedings of the 2008 ACM Conference on Computer Supported Cooperative Work, 2008, pp. 37–46.
   Google Scholar
• Kittur, A.; Suh, B.; Pendleton, B.A.; and Chi, E.H. He says, she says: Conflict and coordination in Wikipedia. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems - CHI ’07. San Jose, CA: ACM Press, 2007, pp. 453–462.
   Google Scholar
• Krancher, O.; Luther, P.; and Jost, M. Key affordances of platform-as-a-service: Self-organization and continuous feedback. Journal of Management Information Systems, 35, 3 (July 2018), 776–812.
   Web of Science ®Google Scholar
• Lappas, T.; Arai, B.; Platakis, M.; Kotsakos, D.; and Gunopulos, D. On burstiness-aware search for document sequences. In Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD ’09. Paris: ACM Press, 2009, p. 477.
   Google Scholar
• Lindberg, A.; Berente, N.; Gaskin, J.; and Lyytinen, K. Coordinating interdependencies in online communities: A study of an open source software project. Information Systems Research, 27, 4 (December 2016), 751–772.
   Web of Science ®Google Scholar
• Maldeniya, D.; Budak, C.; Robert Jr., L.P.; and Romero, D.M. Herding a deluge of good Samaritans: How GitHub projects respond to increased attention. In Proceedings of The Web Conference 2020. Taipei: ACM, 2020, pp. 2055–2065.
   Google Scholar
• Malone, T.W.; and Crowston, K. The interdisciplinary study of coordination. ACM Computing Surveys, 26, 1 (March 1994), 87–119.
   Web of Science ®Google Scholar
• Marks, M.A.; Mathieu, J.E.; and Zaccaro, S.J. A Temporally based framework and taxonomy of team processes. Academy of Management Review, 26, 3 (July 2001), 356–376.
   Web of Science ®Google Scholar
• Moon, J.Y.; and Sproull, L.S. The role of feedback in managing the internet-based volunteer work force. Information Systems Research, 19, 4 (December 2008), 494–515.
   Web of Science ®Google Scholar
• Moran, P.A. Notes on continuous stochastic phenomena. Biometrika, 37, 1/2 (1950), 17–23.
   Google Scholar
• Olson, J.F.; Howison, J.; and Carley, K.M. Paying attention to each other in visible work communities: Modeling Bursty Systems of multiple activity streams. In 2010 IEEE Second International Conference on Social Computing. IEEE, Minneapolis, MN, USA, 2010, pp. 276–281.
   Google Scholar
• O’Riordan, S.; Emerson, B.; Feller, J.; and Kiely, G. The road to open news: A theory of social signaling in an open news production community. Journal of Management Information Systems, 40, 1 (January 2023), 130–162.
   Web of Science ®Google Scholar
• Ransbotham, S.; and Kane, G.C. Membership turnover and collaboration success in online communities: Explaining rises and falls from grace in Wikipedia. MIS Quarterly, 35, 3 (2011), 613.
   Web of Science ®Google Scholar
• Rezgui, A.; and Crowston, K. Stigmergic coordination in Wikipedia. In Proceedings of the 14th International Symposium on Open Collaboration. Paris: ACM, 2018, pp. 1–12.
   Google Scholar
• Riedl, C.; and Woolley, A.W. Teams vs. crowds: A field test of the relative contribution of incentives, member ability, and emergent collaboration to crowd-based problem-solving performance. Academy of Management Discoveries, 3, 4 (December 2017), 382–403.
   Web of Science ®Google Scholar
• Rosen, M.A.; Fiore, S.M.; Salas, E.; Letsky, M.; and Warner, N. Tightly Coupling Cognition: Understanding How Communication and Awareness Drive Coordination in Teams. University of Central Florida Orlando, 2008.
   Google Scholar
• Sumpter, D.J.; and Beekman, M. From nonlinearity to optimality: Pheromone trail foraging by ants. Animal behaviour, 66, 2 (2003), 273–280.
   Google Scholar
• Tan, X. (Jane); Jin, F.; and Dennis, A.R. How appreciation and attention affect contributions to electronic networks of practice. Journal of Management Information Systems, 39, 4 (October 2022), 1037–1063.
   Web of Science ®Google Scholar
• Theraulaz, G.; and Bonabeau, E. A Brief history of stigmergy. Artificial Life, 5, 2 (April 1999), 97–116.
   PubMed Web of Science ®Google Scholar
• Van de Ven, A.H.; Delbecq, A.L.; and Koenig Jr, R. Determinants of coordination modes within organizations. American Sociological Review, (1976), 322–338.
   Web of Science ®Google Scholar
• Velichety, S.; Ram, S.; and Bockstedt, J. Quality assessment of peer-produced content in knowledge repositories using development and coordination activities. Journal of Management Information Systems, 36, 2 (April 2019), 478–512.
   Web of Science ®Google Scholar
• Wang, K.; and Nickerson, J.V. A Wikipedia-based method to support creative idea generation: The role of stimulus relatedness. Journal of Management Information Systems, 36, 4 (2019), 1284–1312.
   Web of Science ®Google Scholar
• Wikipedia Contributors. Wikipedia:Good articles. Wikipedia, 2022. https://en.wikipedia.org/w/index.php?title=Wikipedia:Good_articles&oldid=956946482.
   Google Scholar
• Young, A.G.; Wigdor, A.D.; and Kane, G.C. The gender bias tug-of-war in a co-creation community: Core-periphery tension on Wikipedia. Journal of Management Information Systems, 37, 4 (October 2020), 1047–1072.
   Web of Science ®Google Scholar
• Zhang, C.; Luo, L.; Xu, W.; and Ledwith, V. Use of local Moran’s I and GIS to identify pollution hotspots of Pb in urban soils of Galway, Ireland. Science of the Total Environment, 398, 1–3 (2008), 212–221.
   PubMed Web of Science ®Google Scholar
• Zhang, X. (Michael); and Zhu, F. Group size and incentives to contribute: A natural experiment at Chinese Wikipedia. American Economic Review, 101, 4 (June 2011), 1601–1615.
   Web of Science ®Google Scholar
• Zheng, L. (Nico); Albano, C.M.; Vora, N.M.; Mai, F.; and Nickerson, J.V. The roles bots play in Wikipedia. Proceedings of the ACM on Human-Computer Interaction, 3, CSCW, November 2019, pp. 215:1-215:20.
   Google Scholar
• Zhu, H.; Zhang, A.; He, J.; Kraut, R.E.; and Kittur, A. Effects of peer feedback on contribution: a field experiment in Wikipedia. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2013, pp. 2253–2262.
   Google Scholar
• Zhu, K.; Walker, D.; and Muchnik, L. Content growth and attention contagion in information networks: Addressing information poverty on Wikipedia. Information Systems Research, 31, 2 (June 2020), 491–509.
   Web of Science ®Google Scholar