From standards to patent pools: SEP-owner heterogeneity and the staged formation of collective licensing

Patent pools enable owners of standard-essential patents (SEPs) to coordinate licensing for standards-based technologies, but doing so requires agreement among firms with divergent competitive positions, technological capabilities, and commercialization interests. We develop a staged governance framework in which SEP-owner composition is associated with patent pool formation through theorized stage-contingent mechanisms. The conditions that increase the governance necessity and coalition feasibility of collective licensing in Stage 1 need not be the same conditions that enable rapid agreement in Stage 2; in some cases, the same compositional feature can operate in opposite directions across the two stages. Using a new dataset covering nearly 1000 ICT standards, of which 57 became viable pool candidates, we estimate a two-stage survival-selection model that jointly examines whether a standard enters the pool-formation process and, conditional on entry, the time required to launch a pool. We find that greater heterogeneity in SEP owners' knowledge domains increases the likelihood of pool candidacy but slows formation, suggesting that fragmented technological ownership raises governance necessity while impeding execution. Business-domain heterogeneity is associated with slower formation but has no detectable association with candidacy, a pattern consistent with an execution-stage friction. SEP-quality dispersion is associated with lower candidacy and slower formation, a pattern consistent with asymmetric outside options weakening coalition feasibility and bargaining efficiency. The findings provide ex ante observable indicators of licensing-coordination delay risk and suggest that standard establishment alone is insufficient for timely commercialization when IP ownership is fragmented across heterogeneous SEP owners.

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Publication Details

Journal
Technological Forecasting and Social Change
Published
2026-09-17
DOI
https://doi.org/10.1016/j.techfore.2026.124877
Primary Topic
Intellectual Property and Patents
Type
article
Field-Weighted Citation Impact
0.00

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article

From standards to patent pools: SEP-owner heterogeneity and the staged formation of collective licensing

Karen Ruckman, Reza Shams, Nilesh Saraf
Technological Forecasting and Social Change
Intellectual Property and Patents
article

From standards to patent pools: SEP-owner heterogeneity and the staged formation of collective licensing

Karen Ruckman, Reza Shams, Nilesh Saraf
article en

Abstract

Patent pools enable owners of standard-essential patents (SEPs) to coordinate licensing for standards-based technologies, but doing so requires agreement among firms with divergent competitive positions, technological capabilities, and commercialization interests. We develop a staged governance framework in which SEP-owner composition is associated with patent pool formation through theorized stage-contingent mechanisms. The conditions that increase the governance necessity and coalition feasibility of collective licensing in Stage 1 need not be the same conditions that enable rapid agreement in Stage 2; in some cases, the same compositional feature can operate in opposite directions across the two stages. Using a new dataset covering nearly 1000 ICT standards, of which 57 became viable pool candidates, we estimate a two-stage survival-selection model that jointly examines whether a standard enters the pool-formation process and, conditional on entry, the time required to launch a pool. We find that greater heterogeneity in SEP owners' knowledge domains increases the likelihood of pool candidacy but slows formation, suggesting that fragmented technological ownership raises governance necessity while impeding execution. Business-domain heterogeneity is associated with slower formation but has no detectable association with candidacy, a pattern consistent with an execution-stage friction. SEP-quality dispersion is associated with lower candidacy and slower formation, a pattern consistent with asymmetric outside options weakening coalition feasibility and bargaining efficiency. The findings provide ex ante observable indicators of licensing-coordination delay risk and suggest that standard establishment alone is insufficient for timely commercialization when IP ownership is fragmented across heterogeneous SEP owners.

Technological Forecasting and Social ChangeVol. 234
Simon Fraser University (CA)
Social Sciences and Humanities Research Council of Canada
Partnerships for the goals
Openalex Percentile: Top 6%
Intellectual Property and Patents
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From standards to patent pools: SEP-owner heterogeneity and the staged formation of collective licensing — Karen Ruckman, Reza Shams, et al. · Technological Forecasting and Social Change (2026) | TGRS Research Map | TGRS