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The Missing Link: The Effect of Customers on the Formation of Relationships Among Producers in the Multiplex Triads
Abstract
This paper develops a concept of a “multiplex triad,” i.e., a triplet composed of actors playing different roles and interconnected by different kinds of relationships. An example of such triad is a social structure comprising two producers connected via horizontal relationships and a customer connected to producers via vertical ties. Multiplex triads are important drivers of network evolution, but their dynamics remains poorly understood. Although conventional wisdom suggests that horizontal ties between producers are driven solely by their prior interactions, we find that vertical ties drive the formation of horizontal relationships in a multiplex triad. We also find that these triads are affected by the agency of the customers who (a) force producers into horizontal relationships with those producers that have protected the customers' interests in the past and (b) prevent closure in triads containing strong horizontal relationships because of the divergent objectives of these triads' members. By drawing attention to the existence of multiplex triads and their underlying dynamics, this paper advances a novel view on transitivity incorporating conflicting interests and agencies of actors within social systems.
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“stakeholder marketing recognizes that stakeholders interact directly or indirectly with each other (Rowley 1997;Neville and Menguc 2006;Shipilov and Li 2012)”
From Stakeholder marketing: theoretical foundations and required capabilities (2015) · cites this paper as Shipilov and Li 2012
Citations
Cites
Granovetter, M. S. (1973) · American Journal of Sociology · doi:10.1086/225469 · Cited by 40,491
A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity
White, H. (1980) · Econometrica · doi:10.2307/1912934 · Cited by 25,861
The psychology of interpersonal relations
Heider, F. (1958) · American Sociological Review · doi:10.2307/2089062 · Cited by 17,189
The psychology of interpersonal relations.
Heider, F. (1958) · doi:10.1037/10628-000 · Cited by 13,457
Burt, R. S. (1992) · doi:10.4159/9780674029095 · Cited by 9,093
Structural Holes: The Social Structure of Competition
Lazega, E., & Burt, R. S. (1995) · Revue Française de Sociologie · doi:10.2307/3322456 · Cited by 7,983
Uzzi, B. (1996) · American Sociological Review · doi:10.2307/2096399 · Cited by 6,013
The Search-Transfer Problem: The Role of Weak Ties in Sharing Knowledge across Organization Subunits
Hansen, M. T. (1999) · Administrative Science Quarterly · doi:10.2307/2667032 · Cited by 5,809 · cited 2×
“relationships (Hansen, 1999).”
BackgroundCollaboration Networks, Structural Holes, and Innovation: A Longitudinal Study
Ahuja, G. (1998) · Administrative Science Quarterly · doi:10.2307/2667105 · Cited by 5,435
DOES FAMILIARITY BREED TRUST? THE IMPLICATIONS OF REPEATED TIES FOR CONTRACTUAL CHOICE IN ALLIANCES.
Gulati, R. (1995) · Academy of Management Journal · doi:10.2307/256729 · Cited by 4,945
Research works printed but not linked: 10
- Dow Jones Newswires, 2003, Wall Street Journal
- Gimeno J., 1996, Embeddedness of Strategy: Advances in Strategic Management, 13, 323
- Gulati R., 2002, The Blackwell Companion to Organizations, 281
- 10.1002/(SICI)1097-0266(200003)21:3<203::AID-SMJ102>3.0.CO;2-K · DOI
- Helper S., 1992, J. Law, Econom. Organ., 8, 561
- Pollock T. G., 2004, Acad. Management Rev., 29, 50
- Rogers W., 1993, Stata Tech. Bull., 13, 19
- 10.1002/(SICI)1097-0266(200003)21:3<369::AID-SMJ93>3.0.CO;2-M · DOI
- Siconolfi M., 1996, Wall Street Journal, C1
- Tomz M., 2003, J. Statist. Software, 8, 246
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Metadata
- Authors
- Shipilov, A. V., & Li, S. X.
- Affiliations
- INSEAD (FR)
- York University (CA)
- ORCID
- Li, Stan Xiao
- Venue
- Organization Science
- Published
- 2012-04
- Volume
- 23
- Issue
- 2
- Pages
- 472-491
- ISSN
- 1047-7039 (ISSN-L)
- 1526-5455
- OpenAlex
- W2102702068
- Cited by
- 152
- References
- 73
- Citations by year
- 2026: 2 · 2025: 7 · 2024: 13 · 2023: 8 · 2022: 6 · 2021: 20 · 2020: 9 · 2019: 12 · 2018: 8 · 2017: 13 · 2016: 9 · 2015: 9 · 2014: 14 · 2013: 10 · 2012: 6
- FWCI
- 4.99
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Organization Science (publishedVersion)
- Topics
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Complex Network Analysis Techniques
- Social Sciences › Business, Management and Accounting › Strategy and Management › Business Strategy and Innovation
- Social Sciences › Sociology and Political Science › Social Capital and Networks
- Keywords
- triadic closure, transitivity, horizontal ties, network formation, network evolution, conflicts of interest, actor agency, social networks
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