Asia pacific journal of information systems

The Korea Society of Management Information Systems (한국경영정보학회)
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Online Tie Formation in Enterprise Social Media

  • Yongsuk Kim (School of Business, Hankuk University of Foreign Studies) ;
  • Gerald C. (Jerry) Kane (School of Management, Boston College)
  • Received : 2019.08.23
  • Accepted : 2019.09.26
  • Published : 2019.09.30
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Abstract

We study the antecedents to tie formation on an (Facebook-like) enterprise social media platform implemented to support cross-boundary connections. Research has produced mixed findings regarding the role of social media in cultivating bridging vs. closed networks. We examine the tie formation patterns of 1,386 enterprise social media users over a two-year period. Specifically, we observe who became (or chose not s become) "friends" with whom at the dyadic level and relate the decisions to various mechanisms that affect one's network to expand, constrain, or bridge. Using logistic and OLS regressions, we find that users tend to form ties via reciprocity and transitivity (with friends of friends), both of which help expand one's network. We also find strong networking tendency toward functional and hierarchical homophily (same business unit and same rank, respectively), which is likely to constrain one's network (closed network structure). We find that one's participation in various online interest groups is likely to open one's network (bridging network structure) while no evidence found for preferential attachment. Overall, we find that enterprise social media offers features, some of which are likely to foster bridging while others foster closed networks via different mechanisms.

Keywords

Acknowledgement

This work was supported by Hankuk University of Foreign Studies Research Fund 0f 2018.

References

  1. Adams, E. D., Laker, D., and Hulin, C. (1977). An Investigation of the Influence of Job Level and Functional Specialty on Job Attitudes and Perceptions. Journal of Applied Psychology, 62, 335-343.  https://doi.org/10.1037/0021-9010.62.3.335
  2. Atkin, R. (1977). Combinatorial Connectivities in Social Systems. Basel, Birkhiuser. 
  3. Barabasi, A-L. (2002). Linked: How Everything Is Connected to Everything Else and What It Means for Business, Science, and Everyday Life. New York, Penguin Group. 
  4. Barabasi, A-L., and Albert, R. (1999). Emergence of Scaling in Random Networks. Science, 286(5439), 509-512.  https://doi.org/10.1126/science.286.5439.509
  5. Behrendt, S., Klier, J., Klier, M., Richter, A., and Wiesneth, K. (2015). The Impact of Formal Hierarchies on Enterprise Social Networking Behavior. In Proceedings of Thirty Sixth International Conference on Information Systems, Fort Worth. 
  6. Blau, P. (1964). Exchange and Power in Social Life. New York, Wiley. 
  7. Blau, P. (1974). Patterns of Communication among Theoretical High Energy Physicists. Sociometry, 37, 391-406.  https://doi.org/10.2307/2786390
  8. Borgatti, S. B., Everett, M. G., and Johnson, J. C. (2013). Analyzing Social Networks. UK, Sage. 
  9. Borgatti, S. P., Mehra, A., Brass, D. J., and Labianca, G. (2009). Network Analysis in the Social Sciences. Science, 323(5916), 892-895.  https://doi.org/10.1126/science.1165821
  10. Bornstein, R. F. (1989). Exposure and Affect( Overview and Meta-analysis of Research, 1968-1987. Psychological Bulletin, 106(2), 265-289.  https://doi.org/10.1037/0033-2909.106.2.265
  11. Brass, D. J., Galaskiewicz, J., Greve, H. R., and Tsai, W. (2004). Taking Stock of Networks and Organizations: A Multilevel Perspective. Academy of Management Journal, 47(6), 795-817.  https://doi.org/10.2307/20159624
  12. Brewer, M. B. (1999). The Psychology of Prejudice: Ingroup Love and Outgroup Hate? Journal of Social Issues, 55(3), 429-444.  https://doi.org/10.1111/0022-4537.00126
  13. Bughin, J., Chui, M., Harrysson, M., and Lijek, S. (2017). Advanced social technologies and the future of collaboration. McKinsey Global Institute, July 2017 Survey. Retrieved from https://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/advanced-social-technologies-and-the-future-of-collaboration. 
  14. Burt, R. S. (1992). Structural Holes: the Social Structure of Competition. Cambridge, MA: Harvard University Press. 
  15. Burt, R. S. (2000).The Network Structure of Social Capital. Research in Organizational Behavior, 22, 345-423.  https://doi.org/10.1016/S0191-3085(00)22009-1
  16. Caldeira, G. A., and Patterson, S. C. (1987). Political Friendship in the Legislature. Journal of Politics, 49(4), 953-975.  https://doi.org/10.2307/2130779
  17. Capocci, A., Servedio, V. D. P., Colaiori, F., Buriol, L. S., Donato, D., Leonardi S., and Caldarelli, G. (2006). Preferential Attachment in the Growth of Social Networks: the Case of Wikipedia. Physical Review, E74. 
  18. Carlile, P. (2004). Transferring, Translating, and Transforming: An Integrative Framework for Managing Knowledge Across Boundaries. Organization Science, 15(5), 555-568.  https://doi.org/10.1287/orsc.1040.0094
  19. Cartwright, D., and Haray, F. (1956). Structural Balance: a Generalization of Heider's Theory. Psychological Review, 63(5), 277-293.  https://doi.org/10.1037/h0046049
  20. Chung, N., Han, H., and Koo, C. (2012). Mediating Roles of Attachment for Information Sharing in Social Media(Social Capital Theory Perspective. Asia Pacific Journal of Information Systems, 22(4), 101-123. 
  21. Cialdini, R. (1989). Indirect Tactics of Image Management: Beyond Basking. in Impression Management in the Organization in R.A. Giacalone, P. Rosenfeld (eds.), Hillsdale, NJ, Lawrence Erlbaum, 45-56. 
  22. Clark, M. S., and Reis, H. T. (1988). Interpersonal Processes in Close Relationships. Annual Review of Psychology, 39, 609-672.  https://doi.org/10.1146/annurev.ps.39.020188.003141
  23. Coleman, J. S. (1988). Social Capital in the Creation of Human Capital. American Journal of Sociology, 94, S95-S120.  https://doi.org/10.1086/228943
  24. Cramton, C. D. (2001). The Mutual Knowledge Problem and Its Consequences for Dispersed Collaboration. Organization Science, 12(3), 346-371.  https://doi.org/10.1287/orsc.12.3.346.10098
  25. Cramton, C. D., Orvis, K. L., and Wilson, J. M. (2007).Situation Invisibility and Attribution in Distributed Collaborations. Journal of Management, 33(4), 525-546.  https://doi.org/10.1177/0149206307302549
  26. Davis, A., Gardner, B., and Gardner, M. (1941). Deep South: A Social Anthropological Study of Caste and Class. Chicago: University of Chicago Press. 
  27. Davis, G. F. (1991). Agents without Principles? The Spread of the Poison Pill through the Intercorporate Network. Administrative Science Quarterly, 36(4), 583-613.  https://doi.org/10.2307/2393275
  28. De Soto, C. B. (1960). Learning a Social Structure. Journal of Abnormal and Social Psychology, 60, 417-421.  https://doi.org/10.1037/h0047511
  29. DeSanctis, G., and Poole, M. S. (1994). Capturing the complexity in advanced technology use: Adaptive structuration theory. Organization Science, 5(2), 121-147.  https://doi.org/10.1287/orsc.5.2.121
  30. DiMicco, J., Millen, D. R., Geyer, W., Dugan, C., Brownholtz, B., and Muller, M. (2008). Motivations for social networking at work. In Proceedings of the 2008 ACM conference on Computer supported cooperative work, 711-720. 
  31. Faraj, S., and Johnson, S. L. (2011). Network Exchange Patterns in Online Communities, Organization Science, 22(6), 1464-1480.  https://doi.org/10.1287/orsc.1100.0600
  32. Faust, K., Willert, K. E., Rowlee, D. D., and Skvoretz, J. (2002). Scaling and Statistical Models for Affiliation Networks: Patterns of Participation among Soviet Politicians During the Brezhnev Era. Social Networks, 24(3), 231-259.  https://doi.org/10.1016/S0378-8733(02)00005-9
  33. Festinger, L., and Hutte, H. A. (1954). An Experimental Investigation of the Effect of Unstable Interpersonal Relations in a Group. Journal of Abnormal and Social Psychology, 49, 513-523.  https://doi.org/10.1037/h0058604
  34. Fulk, J., and Yuan, Y. C. (2013). Location, Motivation, and Social Capitalization via Enterprise Social Networking. Journal of Computer-Mediated Communication, 19(1), 20-37.  https://doi.org/10.1111/jcc4.12033
  35. Gibbs, J. L., Eisenberg, J., Rozaidi, N. A., and Gryaznova, A. (2015). The 'megapozitiv' role of enterprise social media in enabling cross-boundary communication in a distributed Russian organization. American Behavioral Scientist, 59(1), 75-102.  https://doi.org/10.1177/0002764214540511
  36. Gould, R. V. (2002). The Origins of Status Hierarchies: A Formal Theory and Empirical Test. American Journal of Sociology, 107(5), 1143-1178.  https://doi.org/10.1086/341744
  37. Gouldner, A. W. (1960). The Norm of Reciprocity: A Preliminary Statement. American Sociological Review, 25(2), 161-178.  https://doi.org/10.2307/2092623
  38. Granovetter, M. (1973). The Strength of Weak Ties. American Journal of Sociology, 78(6), 1360-1380.  https://doi.org/10.1086/225469
  39. Hahn, J., Moon, J. Y., and Zhang, C. (2008). Emergence of New Project Teams from Open Source Software Developer Networks: Impact of Prior Collaboration Ties. Information Systems Research, 19(3), 369-391.  https://doi.org/10.1287/isre.1080.0192
  40. Heider, F. (1958). The Psychology of Interpersonal Relations. New York, Wiley. 
  41. Hinds, P. J., and Mortensen, M. (2005). Understanding Conflict in Geographically Distributed Teams: The Moderating Effects of shared Identity, Shared Context, and Spontaneous Communication. Organization Science, 16(3), 290-307.  https://doi.org/10.1287/orsc.1050.0122
  42. Huston, T. L., and Levinger, G. (1978). Interpersonal Attraction and Relationships. Annual Review of Psychology, 29, 115-156.  https://doi.org/10.1146/annurev.ps.29.020178.000555
  43. Ibarra, H. (1992). Homophily and differential returns: Sex differences in network structure and access in an advertising firm. Administrative Science Quarterly, 37(3), 422-447.  https://doi.org/10.2307/2393451
  44. Ibarra, H., and Andrews, S. B. (1993). Power, Social Influence and Sense-Making: Effects of Network Centrality and Proximity on Employee Perceptions. Administrative Science Quarterly, 38(2), 277-303.  https://doi.org/10.2307/2393414
  45. Janis, I. L. (1972). Victims of groupthink: A Psychological Study of Foreign-Policy Decisions and Fiascoes. Oxford, England, Houghton Mifflin. 
  46. Johnson, S., Faraj, S., and Kudaravalli, S. (2014). Emergence of Power Laws in Online Communites: The Role of Social Mechanisms and Preferential Attachment. MIS Quarterly, 38(3), 795-808.  https://doi.org/10.25300/MISQ/2014/38.3.08
  47. Kane, G. C., Alavi, M., Labianca, J., and Borgatti, S. (2014b). Integrating Social Networks and Information Systems(A Review and Framework for Research. MIS Quarterly, 38(1), 275-304.  https://doi.org/10.25300/MISQ/2014/38.1.13
  48. Kane, G. C., and Alavi, M. (2007). Information Technology and Organizational Learning: An Investigation of Exploitation and Exploration Processes. Organization Science, 18(5), 786-812.  https://doi.org/10.1287/orsc.1070.0286
  49. Kane, G. C., Palmer, D., Phillips, A. N., Kiron, D. (2014a). Finding the Value in Social Business. MIT-Sloan Management Review, 55(3), 81-88. 
  50. Kiesler, S., Siegel, J., and McGuire, T. W. (1984). Social Psychological Aspects of Computer-Mediated Communication. American Psychologist, 39(10), 1123-1134.  https://doi.org/10.1037/0003-066X.39.10.1123
  51. Kilduff, G. J., Elfenbein, H. A., and Staw, B. M. (2010). The Psychology Of Rivalry: A Relationally Dependent Analysis of Competition. Academy of Management Journal, 53(5), 943-969.  https://doi.org/10.5465/amj.2010.54533171
  52. Kilduff, M., and Krackhardt, D. (1994). Bringing the Individual Back in: A Structural Analysis of the Internal Market for Reputation in Organizations. Academy of Management Journal, 37(1), 87-108.  https://doi.org/10.2307/256771
  53. Kilduff, M., and Krackhardt, D. (1999). Whether Close or Far: Social Distance Effects on Perceived Balance in Friendship Networks. Journal of Personality and Social Psychology, 76(5), 770-782.  https://doi.org/10.1037/0022-3514.76.5.770
  54. Klein, K. J., Lim, B. C., Saltz, J. L., and Mayer, D. M. (2004). How Do They Get There? An Examination of the Antecedents of Centrality in Team Networks. Academy of Management Journal, 47(8), 952-963.  https://doi.org/10.2307/20159634
  55. Kwon, D., Oh, W., and Jeon, S. (2007). Broken Ties: The Impact of Organizational Restructuring on the Stability of Information-Processing Networks,' Journal of Management Information Systems, 24(1), 201-231.  https://doi.org/10.2753/MIS0742-1222240106
  56. Labianca, G., and Brass, D. J. (2006). Exploring the Social Ledger: Negative Relationships and Negative Asymmetry in Social Networks in Organizations. Academy of Management Review, 31(3), 596-614.  https://doi.org/10.5465/amr.2006.21318920
  57. Lazega, E., and Van Duijn, M. (1997). Position in Formal Structure, Personal Characteristics and Choices of Advisors in a Law Firm: A Logistic Regression Model for Dyadic Network Data. Social Networks, 19, 375-397.  https://doi.org/10.1016/S0378-8733(97)00006-3
  58. Leidner, D. E., Koch, H., and Gonzalez, E. (2010). Assimilating Generation Y IT New Hires into USAA's Workforce: The Role of an Enterprise 2.0 System. MIS Quarterly Executive, 9(4), 229-242. 
  59. Leonardi, P. M. (2011). When flexible routines meet flexible technologies: Affordance, constraint, and the imbrication of human and material agencies. MIS Quarterly, 35(1), 147-167.  https://doi.org/10.2307/23043493
  60. Leonardi, P. M. (2013). When does technology use enable network change in organizations? A comparative Study of Feature Use and Shared Affordances. MIS Quarterly, 37(3), 749-775.  https://doi.org/10.25300/MISQ/2013/37.3.04
  61. Leonardi, P. M., Huysman, M., and Steinfield, C. (2013). Enterprise social media, Definition, history, and prospects for the study of social technologies in organizations. Journal of Computer Mediated Communication, 19(1), 1-19.  https://doi.org/10.1111/jcc4.12029
  62. Majchrzak, A., Cherbakov, L., and Ives, B. (2009). Harnessing the power of the crowds with corporate social networking tools, How IBM does it. MIS Quarterly Executive, 8(2), 103-108. 
  63. Majchrzak, A., Faraj, S., Kane, G. C., and Azad, B. (2013). The Contradictory Influence of Social Media Affordances on Online Communal Knowledge Sharing. Journal of Computer-Mediated Communication, 19(1) 38-55.  https://doi.org/10.1111/jcc4.12030
  64. Markus, M. L., and Silver, M. S. (2008). A foundation for the study of IT effects: A new look at DeSanctis and Poole's concepts of structural features and spirit. Journal of the Association for Information Systems, 9(10), 609-632.  https://doi.org/10.17705/1jais.00176
  65. McDermott, R., and Archibald, D. (2010). Harnessing Your Staff's Informal Networks. Harvard Business Review, 88(3), 82-89. 
  66. McPherson, J. M., Smith-Lovin, L., and Cook, J. M. (2001). Birds of a Feather: Homophily in Social Networks. Annual Review of Sociology, 27, 415-444.  https://doi.org/10.1146/annurev.soc.27.1.415
  67. Mehra, A., Kilduff, M., and Brass, D. J. (2001). The Social Networks of High and Low Self-Monitors: Implications for Workplace Performance. Administrative Science Quarterly, 46(1), 121-146.  https://doi.org/10.2307/2667127
  68. Menon, T., and Pfeffer, J. (2003). Valuing Internal vs. External Knowledge: Explaining the Preference for Outsiders. Management Science, 49(4), 497-513.  https://doi.org/10.1287/mnsc.49.4.497.14422
  69. Mollica, K. A., Gray, B., and Trevino, L. K. (2003). Racial homophily and its persistence in newcomers' social networks. Organization Science, 14(2), 123-136.  https://doi.org/10.1287/orsc.14.2.123.14994
  70. Monge, P. R., and Eisenberg, E. M. (1987). Emergent Communication Networks. in Handbook of organizational communication: An interdisciplinary perspective in F. M. Jablin, L. L. Putnam,K. H. Roberts, and L. W. Porter (eds.), Newbury Park, CA, Sage, 304-342. 
  71. Moreland, R. L., and Zajonc, R. B. (1982). Exposure Effects in Person Perception: Familiarity, Similarity, and Attraction. Journal of Experimental Social Psychology, 18(5), 395-415.  https://doi.org/10.1016/0022-1031(82)90062-2
  72. Newcomb, T. M. (1961). The Acquaintance Process. New York: Holt, Rinehart and Winston. 
  73. Perry-Smith, J. E., and Shalley, C. E. (2003). The Social Side of Creativity: A Static and Dynamic Social Network Perspective. Academy of Management Review, 28(1), 89-106.  https://doi.org/10.2307/30040691
  74. Price, D. J. (1976). A General Theory of Bibliometric and Other Cumulative Advantage Processes. Journal of the American Society for Information Science, 27(5), 292-306.  https://doi.org/10.1002/asi.4630270505
  75. Rainie, L., and Wellman, B. (2012). Networked: The New Social Operating System. Cambridge, Mass, MIT Press. 
  76. Roznowski, M., and Hulin, C. L. (1985). Influences of Functional Specialty and Job Technology on Employees' Perceptual and Affective Responses To Their Jobs. Organizational Behavior and Human Decision Processes, 36(2), 186-208.  https://doi.org/10.1016/0749-5978(85)90012-3
  77. Sampson, E. E., and Insko, C. A. (1964). Cognitive Consistency and Conformity in the Autokinetic Situation. Journal of Abnormal and Social Psychology, 68, 184-192.  https://doi.org/10.1037/h0041242
  78. Sasovova, Z., Mehra, A., Borgatti, S. P., and Schippers, M. C. (2010). Network churn: The effects of self-monitoring personality on brokerage dynamics. Administrative Science Quarterly, 55(4), 639-670.  https://doi.org/10.2189/asqu.2010.55.4.639
  79. Settoon, R. P., Bennett, N., and Liden, R. C. (1996). Social Exchange in Organizations: Perceived Organizational Support, Leader-Member Exchange, and Employee Reciprocity. Journal of Applied Psychology, 81(3), 219-227.  https://doi.org/10.1037/0021-9010.81.3.219
  80. Singh, P. V., Tan, Y., and Mookerjee, V. (2011). Network Effects: The Influence of Structural Capital on Open Source Project Success. MIS Quarterly, 35(4), 813-829.  https://doi.org/10.2307/41409962
  81. Sparrowe, R. T., Liden, R. C., Wayne, S. J., and Kraimer, M. L. (2001). Social Networks and the Performance of Individuals and Groups. Academy of Management Journal, 44(2), 316-325.  https://doi.org/10.2307/3069458
  82. Sproull, L., and Kiesler, S. (1986). Reducing Social Context Cues: Electronic Mail in Organizational Communications. Management Science, 32(11), 1492-1512.  https://doi.org/10.1287/mnsc.32.11.1492
  83. Steinfield, C., DiMicco, J. M., Ellison, N. B., and Lampe, C. (2009). Bowling online, social networking and social capital within the organization. In Proceedings of the fourth international conference on Communities and technologies, 245-254. 
  84. Stieglitz, S., Riemer, K., and Meske, C. (2014). Hierarchy or activity? The role of formal and informal influence in eliciting responses from enterprise social networks. In Proceedings of Twenty Second European Conference on Information Systems, Tel Aviv. 
  85. Suh, A. and Shin K. (2012). The Influence of Online Social Networking on Individual Virtual Competence and Task Performance in Organizations. Asia Pacific Journal of Information Systems, 22(2), 39-69. 
  86. Sunstein, C. (2001). The Daily We. Is the Internet Really a Blessing for Democracy? Boston Review. Avail. at http://www.bostonreview.net/cass-sunstein-internet-democracy-daily-we. 
  87. Treem, J. W., and Leonardi, P. (2012). Social Media Use in Organizations: Exploring the Affordances of Visibility, Editability, Persistence, and Association. Communication Yearbook, 36, 143-189. 
  88. Tyre, M. J., and von Hippel, E. (1997). The Situated Nature of Adaptive Learning in Organizations. Organization Science, 8(1), 71-83.  https://doi.org/10.1287/orsc.8.1.71
  89. Uzzi, B., and Spiro, J. (2005). Collaboration and Creativity: The Small World Problem. American Journal of Sociology, 111(2), 447-504.  https://doi.org/10.1086/432782
  90. Van Alstyne, M. W., and Brynjolfsson, E. (2005). Global Village or Cyber-Balkans? Modeling and Measuring the Integration of Electronic Communities. Management Science, 51(6), 851-868.  https://doi.org/10.1287/mnsc.1050.0363
  91. van Osch, W., Steinfield, C. W., and Balogh, B. A. (2015). Enterprise social media, Challenges and opportunities for organizational communication and collaboration. In Proceedings of the 48th Hawaii International Conference of Information Systems, 763-772. 
  92. Vissa, B. (2011). A Matching Theory of Entrepreneurs' Tie Formation Intentions and Initiation of Economic Exchange. Academy of Management Journal, 54(1), 137-158.  https://doi.org/10.5465/amj.2011.59215084
  93. Walker, G., Kogut, B., and Shan, W. (1997). Social Capital, Structural Holes and the Formation of an Industry Network. Organization Science, 8(2), 109-125.  https://doi.org/10.1287/orsc.8.2.109
  94. Watts, D. J. (2004). The New Science of Networks. Annual Review of Sociology, 30, 243-270.  https://doi.org/10.1146/annurev.soc.30.020404.104342
  95. Westphal, J. D., and Khanna, P. (2003). Keeping Directors in Line: Social Distancing as a Control Mechanism in the Corporate Elite. Administrative Science Quarterly, 48(3), 361-398.  https://doi.org/10.2307/3556678
  96. Wu, A., DiMicco, J. M., and Millen, D. R. (2010). Detecting professional versus personal closeness using an enterprise social network site. In Proceedings of the SIGCHI conference on human factors in computing systems, 1955-1964. 
  97. Wu, L. (2013). Social Network Effects on Productivity and Job Security; Evidence from the Adoption of a Social Networking Tool. Information Systems Research, 24(1), 30-51. https://doi.org/10.1287/isre.1120.0465