The DOI matches its Crossref record; 48 of the 48 references it cites were found in a registry or an index.
Reconsideration of the Winner-Take-All Hypothesis: Complex Networks and Local Bias
Abstract
The literature on network effects has popularized a hypothesis that competition between incompatible technologies results in the “winner-take-all” outcome. For the survival of the firm in this sort of competition, the installed base has been emphasized. We argue that the validity of this hypothesis depends on how customers interact with one another (e.g., if they exchange advice or files). In some interaction networks, customers influenced by their acquaintances may adopt a lagging technology even when a lead technology has built a large installed base. The presence of such a local bias facilitates the persistence of incompatibilities. When local bias cannot be sustained in other interaction networks, one technology corners the market. Our study suggests that overemphasizing the installed base, while ignoring network structure, could mislead practitioners.
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“social media are well suited to interoperable networking: users have a 'local bias' for adopting the service their friends already use rather than the largest platform overall (Lee et al., 2006(Lee et al., , p. 1839)).”
From Make Social Media Social Again: How Platform Interoperability Can Fix Social Media and Future‐Proof Democracy (2026) · cites this paper as Lee et al., 2006
In the citing paper
“With user 'cliques' acting as local attractors, winner-take-all effects fail to materialize so long as those local ties remain strong (as demonstrated by Lee et al. (2006) via simulation).”
From Make Social Media Social Again: How Platform Interoperability Can Fix Social Media and Future‐Proof Democracy (2026) · cites this paper as Lee et al. (2006)
Citations
Cites
Collective dynamics of ‘small-world’ networks
Watts, D. J., & Strogatz, S. H. (1998) · Nature · doi:10.1038/30918 · Cited by 43,060
Granovetter, M. S. (1973) · American Journal of Sociology · doi:10.1086/225469 · Cited by 40,491
Rogers, E. M., Singhal, A., & Quinlan, M. M. (2019) · Routledge eBooks · doi:10.4324/9780203710753-35 · Cited by 37,670
The Strength of Weak Ties: A Network Theory Revisited
Granovetter, M. (1983) · Sociological Theory · doi:10.2307/202051 · Cited by 8,263
Strogatz, S. H. (2001) · Nature · doi:10.1038/35065725 · Cited by 8,236
Competing Technologies, Increasing Returns, and Lock-In by Historical Events
Arthur, W. B. (1989) · The Economic Journal · doi:10.2307/2234208 · Cited by 7,489
Bollobás, B. (1985) · Cited by 6,196
Network Externalities, Competition, and Compatibility
Katz, M. L. (1985) · American Economic Review · Cited by 6,052
Erdős, P., & Rényi, A. (2022) · Publicationes Mathematicae Debrecen · doi:10.5486/pmd.1959.6.3-4.12 · Cited by 5,337
Information rules - a strategic guide to the network economy
Shapiro, C., & Varian, H. (1999) · The Journal of Economic Education · doi:10.2307/1183273 · Cited by 5,225
Increasing Returns and Path Dependence in the Economy
Arthur, W. (2026) · doi:10.3998/mpub.10029 · Cited by 4,547
Information Rules: A Strategic Guide to the Network Economy
Shaw, M. J., Shapiro, C., & Varian, H. R. (2000) · Academy of Management Review · doi:10.2307/259025 · Cited by 4,416
Gluesing, J. C. (2012) · Sage eBooks · doi:10.4135/9781412994231.n14 · Cited by 3,264
Classes of small-world networks
Amaral, L. A. N., Scala, A., Barthélémy, M., & Stanley, H. E. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.200327197 · Cited by 3,051
Technology Adoption in the Presence of Network Externalities
Katz, M. L., & Shapiro, C. (1986) · Journal of Political Economy · doi:10.1086/261409 · Cited by 2,622
Small worlds: the dynamics of networks between order and randomness
(2000) · Choice Reviews Online · doi:10.5860/choice.37-5722 · Cited by 2,384
Mean-field theory for scale-free random networks
Barabási, A.-Ĺ., Albert, R., & Jeong, H. (1999) · Physica A Statistical Mechanics and its Applications · doi:10.1016/s0378-4371(99)00291-5 · Cited by 2,261
Adaptation on Rugged Landscapes
Levinthal, D. A. (1997) · Management Science · doi:10.1287/mnsc.43.7.934 · Cited by 2,254
Hierarchical organization in complex networks
Ravasz, E., & Barabási, A.-L. (2003) · Physical Review E · doi:10.1103/physreve.67.026112 · Cited by 2,160
Watts, D. J. (1999) · Princeton University Press eBooks · doi:10.1515/9780691188331 · Cited by 2,127
Looking Forward and Looking Backward: Cognitive and Experiential Search
Gavetti, G., & Levinthal, D. A. (2000) · Administrative Science Quarterly · doi:10.2307/2666981 · Cited by 2,032
The Dissemination of Culture: A Model with Local Convergence and Global Polarization
Axelrod, R. (1997) · Journal of Conflict Resolution · doi:10.1177/0022002797041002001 · Cited by 1,918
Installed base and compatibility : innovation, product preannouncements and predation
Farrell, J. P., & Saloner, G. (1986) · RePEc: Research Papers in Economics · Cited by 1,547
Sync: The Emerging Science of Spontaneous Order
Goldenfeld, N. D. (2004) · Physics Today · doi:10.1063/1.1784276 · Cited by 1,528
Imitation of Complex Strategies
Rivkin, J. W. (2000) · Management Science · doi:10.1287/mnsc.46.6.824.11940 · Cited by 1,324
Sync: The Emerging Science of Spontaneous Order
Strogatz, S. H. (2003) · Cited by 1,297
Abrahamson, E., & Rosenkopf, L. (1993) · Academy of Management Review · doi:10.5465/amr.1993.9309035148 · Cited by 1,061
Chapter 31 Coordination and Lock-In: Competition with Switching Costs and Network Effects
Farrell, J., & Klemperer, P. (2007) · Handbook of Industrial Organization · doi:10.1016/s1573-448x(06)03031-7 · Cited by 1,061
Langlois, R., & Robertson, P. (1992) · Research Policy · doi:10.1016/0048-7333(92)90030-8 · Cited by 930
Balancing Search and Stability: Interdependencies Among Elements of Organizational Design
Rivkin, J. W., & Siggelkow, N. (2003) · Management Science · doi:10.1287/mnsc.49.3.290.12740 · Cited by 900
Increasing returns and the new world of business.
Arthur, W. (1996) · PubMed · Cited by 870
Social Network Effects on the Extent of Innovation Diffusion: A Computer Simulation
Abrahamson, E., & Rosenkopf, L. (1997) · Organization Science · doi:10.1287/orsc.8.3.289 · Cited by 803
Product Introduction with Network Externalities
Katz, M. L., & Shapiro, C. (1992) · Journal of Industrial Economics · doi:10.2307/2950627 · Cited by 639
Strategic Maneuvering and Mass-Market Dynamics: The Triumph of VHS over Beta
Cusumano, M. A., Mylonadis, Y., & Rosenbloom, R. S. (1992) · The Business History Review · doi:10.2307/3117053 · Cited by 628
Small Worlds: The Dynamics of Networks between Order and Randomness
Watts, D. J., & Bak, P. (2000) · Physics Today · doi:10.1063/1.1333299 · Cited by 602
New rules for the new economy: 10 radical strategies for a connected world
(1999) · Choice Reviews Online · doi:10.5860/choice.36-4591 · Cited by 443
Converters, Compatibility, and the Control of Interfaces
Farrell, J. P., & Saloner, G. (1992) · Journal of Industrial Economics · doi:10.2307/2950625 · Cited by 397
Kochen, M., Pool, I. D. S., Milgram, S., & Newcomb, T. M. (1989) · Medical Entomology and Zoology · Cited by 294
The anatomy of buzz: how to create word-of-mouth marketing
Rosen, E. (2001) · Cornell Hotel and Restaurant Administration Quarterly · doi:10.1016/s0010-8804(01)81017-x · Cited by 285
Bandwagon Effects in High-Technology Industries
McGahan, A. M., & Rohlfs, J. H. (2002) · Academy of Management Review · doi:10.2307/4134390 · Cited by 201
Bandwagon Effects in High Technology Industries
Rohlfs, J. H. (2001) · The MIT Press eBooks · doi:10.7551/mitpress/1509.001.0001 · Cited by 148
Re-thinking the network economy: the true forces that drive the digital marketplace
(2003) · Choice Reviews Online · doi:10.5860/choice.40-3528 · Cited by 106
R&D in the Presence of Network Externalities: Timing and Compatibility
Kristiansen, E. G. (1998) · The RAND Journal of Economics · doi:10.2307/2556103 · Cited by 86
Technological standards with local externalities and decentralized behaviour
Cowan, R., & Miller, J. H. (1998) · Journal of Evolutionary Economics · doi:10.1007/s001910050065 · Cited by 25
Marketing Telecommunications Services: New Approaches for a Changing Environment
Strouse, K. G. (1999) · Cited by 20
Reconsideration of the Winner-Take-All Hypothesis
LeeEocman, LeeJeho, & LeeJongseok (2006) · Management Science · doi:10.5555/1246061.1246065 · Cited by 13
Technological Standards with Local Externalities and Decentralized BehaviorPreprint
Cowan, R., & Miller, J. H. (1998) · SSRN Electronic Journal · Cited by 7
Incompatible Entry in Small-World NetworksPreprint
Lee, J., & Song, J. (2005) · SSRN Electronic Journal · doi:10.2139/ssrn.821924 · Cited by 3
Self-citation
Flagged first, then by citations
Research works printed but not linked: 5
- Arthur W. B., 1987, Technology Change and Economic Theory, 590
- Arthur W. B., 1996, Harvard Bus. Rev., 74, 101
- Farrell J., 1986, Amer. Econom. Rev., 76, 940
- Katz M. L., 1985, Amer. Econom. Rev., 75, 424
- Lee J., 2003, The Wharton Technology Mini-Conference, April 25
Cited by
Sorted by citations
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McIntyre, D. P., & Srinivasan, A. (2017) · Strategic Management Journal · doi:10.1002/smj.2596 · Cited by 1,109
Platform competition: Strategic trade‐offs in platform markets
Cennamo, C., & Santalo, J. (2013) · Strategic Management Journal · doi:10.1002/smj.2066 · Cited by 780
Fang, C., Lee, J., & Schilling, M. A. (2009) · Organization Science · doi:10.1287/orsc.1090.0468 · Cited by 614
Self-citationPlatform Competition: A Systematic and Interdisciplinary Review of the Literature
Rietveld, J., & Schilling, M. A. (2020) · Journal of Management · doi:10.1177/0149206320969791 · Cited by 577
Competing in Digital Markets: A Platform-Based Perspective
Cennamo, C. (2021) · Academy of Management Perspectives · doi:10.5465/amp.2016.0048 · Cited by 487
Metadata
- Authors
- Lee, E., Lee, J., & Lee, J.
- Affiliations
- Korea Advanced Institute of Science and Technology (KR)
- Hallym University (KR)
- Department of Business Administration, Hallym University, 39 Hallymdaehak-gil, Chunchon, Kangwon-do 200-702, Korea
- ORCID
- Lee, Jeho
- Venue
- Management Science
- Published
- 2006-12
- Volume
- 52
- Issue
- 12
- Pages
- 1838-1848
- ISSN
- 0025-1909 (ISSN-L)
- 1526-5501
- OpenAlex
- W2128344388
- Cited by
- 157
- References
- 48
- Citations by year
- 2026: 6 · 2025: 3 · 2024: 5 · 2023: 16 · 2022: 11 · 2021: 12 · 2020: 12 · 2019: 11 · 2018: 9 · 2017: 10 · 2016: 9 · 2015: 9 · 2014: 3 · 2013: 9 · 2012: 5
- FWCI
- 14.36
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Management Science (publishedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Strategy and Management › Digital Platforms and Economics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Innovation Diffusion and Forecasting
- Social Sciences › Business, Management and Accounting › Strategy and Management › Business Strategy and Innovation
- Keywords
- network effects, local bias, installed base, technology adoption, network structure, complex networks, market dominance
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