Research Note - Leader Influence on Sustained Participation in Online Collaborative Work Communities: A Simulation-Based Approach

From the perspective of leader-member exchange theory, we investigate how two forms of leadership style (uniform leader-member exchange (ULMX) and differential leader-member exchange (DLMX)) impact member participation in online collaborative work communities (OCWC). Furthermore, based on computer simulations, we also examine the moderating impact of key contextual factors on the relationship between leadership style and member contributions. Efficacy of leadership style in OCWCs is greatly influenced by environmental conditions. DLMX is more effective in sustaining member commitment under high environmental uncertainty, regardless of network size and structure. ULMX is more effective in decentralized structures and during the early stage of community growth. The simulation-based insights suggest that supervisory behavior does matter to member retention and sustained participation in OCWCs, but its impact is significantly moderated by many contextual factors, such as community size, structure, maturity, a...

[1]  Beth A. Bechky,et al.  The Emergence of Governance in an Open Source Community , 2007 .

[2]  Robert E. Kraut,et al.  Predicting Continued Participation in Newsgroups , 2006, J. Comput. Mediat. Commun..

[3]  B. David The iron cage revisited : Institutional isomorphism and collec... , 2007 .

[4]  J. March,et al.  An introduction to models in the social sciences , 1975 .

[5]  M. Petty,et al.  Team-Member Exchange Under Team and Traditional Management , 1995 .

[6]  Chen Zhang,et al.  Research Note - Continued Participation in Online Innovation Communities: Does Community Response Matter Equally for Everyone? , 2013, Inf. Syst. Res..

[7]  S. Green,et al.  Coworker exchange: relationships between coworkers, leader-member exchange, and work attitudes. , 2002, The Journal of applied psychology.

[8]  Yochai Benkler,et al.  The wealth of networks: how social production transforms markets and freedom , 2006 .

[9]  G. Graen,et al.  Relationship-based approach to leadership: Development of leader-member exchange (LMX) theory of leadership over 25 years: Applying a multi-level multi-domain perspective , 1995 .

[10]  Gérard P. Cachon,et al.  Perspective: Complexity Theory and Organization Science , 1999, Organization Science.

[11]  Gina J. Medsker,et al.  RELATIONS BETWEEN WORK GROUP CHARACTERISTICS AND EFFECTIVENESS: IMPLICATIONS FOR DESIGNING EFFECTIVE WORK GROUPS , 1993 .

[12]  Elisha Y. Babad,et al.  The "Teacher's Pet" Phenomenon as Viewed by Israeli Teachers and Students , 1989, The Elementary School Journal.

[13]  Sirkka L. Jarvenpaa,et al.  Boundary Management in Online Communities: Case Studies of the Nine Inch Nails and ccMixter Music Remix Sites , 2011 .

[14]  D. Watts,et al.  Influentials, Networks, and Public Opinion Formation , 2007 .

[15]  S. Kiesler,et al.  Community Effort in Online Groups: Who Does the Work and Why? , 2007 .

[16]  Hani Safadi,et al.  The Emergence of Online Community Leadership , 2015, Inf. Syst. Res..

[17]  Oded Nov,et al.  What motivates Wikipedians? , 2007, CACM.

[18]  Kim B. Clark,et al.  The Architecture of Participation: Does Code Architecture Mitigate Free Riding in the Open Source Development Model? , 2006, Manag. Sci..

[19]  Brian S. Butler,et al.  Membership Size, Communication Activity, and Sustainability: A Resource-Based Model of Online Social Structures , 2001, Inf. Syst. Res..

[20]  Matthew J. Salganik,et al.  Web-Based Experiments for the Study of Collective Social Dynamics in Cultural Markets , 2009, Top. Cogn. Sci..

[21]  Siobhan O’Mahony Guarding the commons: how community managed software projects protect their work , 2003 .

[22]  Aniket Kittur,et al.  Identifying shared leadership in Wikipedia , 2011, CHI.

[23]  Anthony R. Wheeler,et al.  The mediating role of organizational job embeddedness in the LMX-outcomes relationships , 2011 .

[24]  Robin Martin,et al.  The impact of relational demography on the quality of leader-member exchanges and employees' work attitudes and well-being , 1999 .

[25]  Roy T. Fielding,et al.  Shared leadership in the Apache project , 1999, CACM.

[26]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[27]  K. Luther,et al.  Leadership and Success Factors in Online Creative Collaboration , 2011, IEEE Potentials.

[28]  Bo Xu,et al.  Volunteers' involvement in online community based software development , 2009, Inf. Manag..

[29]  Brian Fitzgerald,et al.  Why Hackers Do What They Do: Understanding Motivation and Effort in Free/Open Source Software Projects , 2007 .

[30]  Joon Koh,et al.  Sense of Virtual Community : Conceptual Framework and Empirical Validation , 2001 .

[31]  Wonseok Oh,et al.  Membership Herding and Network Stability in the Open Source Community: The Ising Perspective , 2007, Manag. Sci..

[32]  Cliff Lampe,et al.  Defining, Understanding, and Supporting Open Collaboration , 2013 .

[33]  Robert E. Kraut,et al.  Building Member Attachment in Online Communities: Applying Theories of Group Identity and Interpersonal Bonds , 2012, MIS Q..

[34]  Patricia M. Sias,et al.  Differential Superior-Subordinate Relations, Perceptions of Fairness, and Coworker Communication , 1995 .

[35]  Robert E. Kraut,et al.  Mopping up: modeling wikipedia promotion decisions , 2008, CSCW.

[36]  Gerald C. Kane,et al.  Membership Turnover and Collaboration Success in Online Communities: Explaining Rises , 2011, MIS Q..

[37]  J. S. Adams,et al.  Inequity In Social Exchange , 1965 .

[38]  Luke Goode,et al.  Social news, citizen journalism and democracy , 2009, New Media Soc..

[39]  Karim R. Lakhani,et al.  Community, Joining, and Specialization in Open Source Software Innovation: A Case Study , 2003 .

[40]  Guido Hertel,et al.  Motivation of software developers in Open Source projects: an Internet-based survey of contributors to the Linux kernel , 2003 .

[41]  Terence R. Mitchell,et al.  Decision theory analysis of social power. , 1972 .

[42]  F. Schweitzer,et al.  SOCIAL IMPACT MODELS OF OPINION DYNAMICS , 2001 .

[43]  InduShobha N. Chengalur-Smith,et al.  Sustainability of Free/Libre Open Source Projects: A Longitudinal Study , 2010, J. Assoc. Inf. Syst..

[44]  Clay Shirky Here Comes Everybody: The Power of Organizing Without Organizations , 2008 .

[45]  Gee-Woo Bock,et al.  The Effect of a Perceived Leader's Influence on the Motivation of the Members of Nonwork-Related Virtual Communities , 2008, IEEE Transactions on Engineering Management.

[46]  R. Cialdini,et al.  Social influence: Social norms, conformity and compliance. , 1998 .

[47]  R. Liden,et al.  Leader-Member Exchange Model of Leadership: A Critique and Further Development , 1986 .

[48]  Charlotte R. Gerstner,et al.  Meta-Analytic Review of Leader-Member Exchange Theory: Correlates and Construct Issues , 1997 .

[49]  Samer Faraj,et al.  Emergence of Power Laws in Online Communities: The Role of Social Mechanisms and Preferential Attachment , 2014, MIS Q..

[50]  Christian Wagner,et al.  Wiki: A Technology for Conversational Knowledge Management and Group Collaboration , 2004, Commun. Assoc. Inf. Syst..

[51]  Brian S. Butler,et al.  A N A TTRACTION –S ELECTION –A TTRITION T HEORY OF O NLINE C OMMUNITY S IZE AND R ESILIENCE 1 , 2014 .

[52]  E. Ising Beitrag zur Theorie des Ferromagnetismus , 1925 .

[53]  S Finkelstein,et al.  Power in top management teams: dimensions, measurement, and validation. , 1992, Academy of Management journal. Academy of Management.

[54]  Onne Janssen Fairness perceptions as a moderator in the curvilinear relationships between job demands, and job performance and job satisfaction , 2001 .

[55]  Nicolas Ducheneaut,et al.  Socialization in an Open Source Software Community: A Socio-Technical Analysis , 2005, Computer Supported Cooperative Work (CSCW).

[56]  Kathleen M. Eisenhardt,et al.  Developing Theory Through Simulation Methods , 2006 .

[57]  Padraig Cunningham,et al.  Exploring the Relationship between Membership Turnover and Productivity in Online Communities , 2014, ICWSM.

[58]  John R. Koza,et al.  Hidden Order: How Adaptation Builds Complexity. , 1995, Artificial Life.

[59]  Wonseok Oh,et al.  A Network Perspective of Digital Competition in Online Advertising Industries: A Simulation-Based Approach , 2010, Inf. Syst. Res..

[60]  P. Erdos,et al.  On the evolution of random graphs , 1984 .

[61]  Likoebe M. Maruping,et al.  Impacts of License Choice and Organizational Sponsorship on User Interest and Development Activity in Open Source Software Projects , 2006, Inf. Syst. Res..

[62]  Brian S. Butler,et al.  Research Note - The Impact of Community Commitment on Participation in Online Communities , 2011, Inf. Syst. Res..

[63]  Jonathan H. Turner,et al.  Toward a Structural Theory of Action: Network Models of Social Structure, Perception and Action.Ronald S. Burt , 1985 .

[64]  David A. Huffaker,et al.  Dimensions of leadership and social influence in online communities , 2010 .

[65]  Eliot R. Smith,et al.  Situating Social Influence Processes: Dynamic, Multidirectional Flows of Influence Within Social Networks , 2007, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[66]  William J. Haga,et al.  A vertical dyad linkage approach to leadership within formal organizations: A longitudinal investigation of the role making process , 1975 .

[67]  R. Deal Simulation Modeling and Analysis (2nd Ed.) , 1994 .

[68]  Jay B. Carson,et al.  Shared leadership in teams: An investigation of antecedent conditions and performance , 2007, IEEE Engineering Management Review.

[69]  W. Powell,et al.  The iron cage revisited institutional isomorphism and collective rationality in organizational fields , 1983 .

[70]  B. Mullen,et al.  Organizational Productivity as a Function of Group Composition: A Self-Attention Perspective , 1987 .

[71]  K. Malarz SOCIAL PHASE TRANSITION IN SOLOMON NETWORK , 2002, cond-mat/0210641.

[72]  Robin Martin,et al.  The role of leader-member exchanges in mediating the relationship between locus of control and work reactions , 2005 .

[73]  Paul Michael Di Gangi,et al.  Getting Customers' Ideas to Work for You: Learning from Dell how to Succeed with Online User Innovation Communities , 2010, MIS Q. Executive.

[74]  Robert E. Cole,et al.  From a Firm-Based to a Community-Based Model of Knowledge Creation: The Case of the Linux Kernel Development , 2003, Organ. Sci..

[75]  G. Graen,et al.  The effects of leader–member exchange and job design on productivity and satisfaction: Testing a dual attachment model. , 1982 .

[76]  Steven L. Johnson Impact of leadership on continued participation in online groups , 2008 .

[77]  John P. Walsh,et al.  Connecting minds: Computer-mediated communication and scientific work , 2000, J. Am. Soc. Inf. Sci..

[78]  J. S. Phillips,et al.  Employee retaliation: the neglected consequence of poor leader-member exchange relations. , 2000, Journal of occupational health psychology.

[79]  John L. Casti,et al.  Complexification: Explaining a Paradoxical World Through the Science of Surprise , 1994 .

[80]  W. van Breukelen,et al.  Effects of LMX and Differential Treatment on Work Unit Commitment , 2002, Psychological reports.

[81]  T. Tyler The psychology of procedural justice: A test of the group-value model. , 1989 .

[82]  Tsai-Hsin Chu,et al.  Exploring knowledge contribution from an OCB perspective , 2007, Inf. Manag..

[83]  Lori Rosenkopf,et al.  Social Network Effects on the Extent of Innovation Diffusion: A Computer Simulation , 1997 .

[84]  Ann Majchrzak,et al.  Knowledge Collaboration in Online Communities , 2011, Organ. Sci..

[85]  Dennis W. Organ,et al.  COGNITIVE VERSUS AFFECTIVE DETERMINANTS OF ORGANIZATIONAL CITIZENSHIP BEHAVIOR , 1989 .

[86]  Aniket Kittur,et al.  Effectiveness of Shared Leadership in Wikipedia , 2013, Hum. Factors.

[87]  Paul Michael Di Gangi,et al.  Steal my idea! Organizational adoption of user innovations from a user innovation community: A case study of Dell IdeaStorm , 2009, Decis. Support Syst..

[88]  Raymond T. Sparrowe,et al.  Two Routes to Influence: Integrating Leader-Member Exchange and Social Network Perspectives , 2005 .

[89]  Sinan Aral,et al.  Identifying Social Influence: A Comment on Opinion Leadership and Social Contagion in New Product Diffusion , 2010, Mark. Sci..

[90]  F. Yammarino,et al.  Ceo Charismatic Leadership: Levels-of-Management and Levels-of-Analysis Effects , 1999 .

[91]  John Gallaugher,et al.  Social Media and Customer Dialog Management at Starbucks , 2010, MIS Q. Executive.

[92]  Steven Weber,et al.  The Success of Open Source , 2004 .

[93]  R. Liden,et al.  Market and organizational influences on bank employees' work attitudes and behaviors. , 1983 .

[94]  Noah J. Goldstein,et al.  Social influence: compliance and conformity. , 2004, Annual review of psychology.

[95]  Georg von Krogh,et al.  Open Source Software and the "Private-Collective" Innovation Model: Issues for Organization Science , 2003, Organ. Sci..

[96]  R. Merton Social Theory and Social Structure , 1958 .

[97]  Lars Frederiksen,et al.  Why Do Users Contribute to Firm-Hosted User Communities? The Case of Computer-Controlled Music Instruments , 2006, Organ. Sci..

[98]  Nandu J. Nagarajan,et al.  Does Ceo Charisma Matter? An Empirical Analysis Of The Relationships Among Organizational Performance, Environmental Uncertainty, And Top Management Team Perceptions Of Ceo Charisma , 2006 .

[99]  E. Salas,et al.  Effects of communication network structure: Components of positional centrality , 1991 .

[100]  Bernard M. Bass,et al.  Group size and leaderless discussions. , 1951 .

[101]  Josh Lerner,et al.  The Simple Economics of Open Source , 2000 .

[102]  R. J. House,et al.  Does Leadership Matter? CEO Leadership Attributes and Profitability under Conditions of Perceived Environmental Uncertainty. , 2001 .

[103]  Ziguang Chen,et al.  Leader-member exchange and member performance: a new look at individual-level negative feedback-seeking behavior and team-level empowerment climate. , 2007, The Journal of applied psychology.

[104]  G. Graen,et al.  A Role-Making Model of Leadership in Formal Organizations: A Developmental Approach , 1975 .

[105]  George B. Graen,et al.  Role of leadership in the employee withdrawal process. , 1982 .

[106]  Jane M. Howell,et al.  Organizational and contextual influences on the emergence and effectiveness of charismatic leadership , 1999 .

[107]  Molly McLure Wasko,et al.  The Effects of Leader-Member Exchange on Member Performance in Virtual World Teams , 2012, J. Assoc. Inf. Syst..

[108]  Param Vir Singh,et al.  A Hidden Markov Model of Developer Learning Dynamics in Open Source Software Projects , 2011, Inf. Syst. Res..