————— Working Paper

Co-invention and knowledge transfer in science-industry collaboration : Evidence on Recombinant Novelty
Si Hao Li, Anne Plunket and Felipe Starosta de Waldemar
News! Submit extented abstract for 8th Geography of Innovation Conference, 2025

Abstract
We study how science–industry collaborations foster technological novelty at the inventor level. Using French patent data (1976–2013), we measure recombinant novelty as the creation of new IPC-class combinations and estimate causal effects through a dynamic difference-in-differences design. A first co-invention with a scientific partner substantially raises the probability of recombinant novelty, especially immediately after collaboration, consistent with tacit knowledge transfer through learning-by-doing. Network embeddedness conditions this effect: clustered and constrained positions dampen novelty, whereas more open networks enhance it. Geographical proximity plays a weaker role, with collaborations at distance generating comparable outcomes. Finally, technological context matters: inventors embedded in environments with higher revealed technological advantage display stronger and more persistent gains from collaboration. These findings highlight the catalytic role of science–industry partnerships in opening new technological trajectories, while showing that their impact depends less on geography than on inventors’ network structure and the absorptive capacity of their technological environment.

From angel investors to venture capital: fundraising pathways in professional esports teams
Florian Lefebvre, Pedro Almeida Couto, Nicolas Scelles, Axel Bérard and Si Hao Li
News! Revise & Resubmit at Venture Capital, 2025

What are economists telling us in the top 5 ? A Structural Topic Models approach
Si Hao Li
Working paper, 2025
Data

L’esportisation : un processus socio-économique de l’industrie vidéoludique
Si Hao LI
Resubmit at Revue Française de socio-économie, 2025

————— Master thesis

Innovation under Interoperability: An Analysis of Asymmetric Ad-Financed Platforms
  Supervised by Marc Bourreau
Abstract
This exercise proposes a theoretical model inspired by and extending the recent approach of Bourreau et al. (2023), to analyze the effect of interoperability on innovation incentives in an asymmetric market of advertising-funded digital platforms (such as WhatsApp vs. Signal). Within a classic Hotelling framework with endogenous multi-homing, we explicitly incorporate strategic innovation choices in the presence of technological spillovers, allowing the dominant platform to copy the innovations developed by the minority platform. Our results show that the introduction or increase of interoperability reduces users' propensity to multi-home, thereby incentivizing the minority platform to intensify its investment in innovation to preserve its vertical differentiation. Conversely, the spillover discourages autonomous innovation by the leader. These theoretical results highlight the necessity of fine-tuned regulation of interoperability levels and the protection of innovations to effectively promote innovation dynamics.

Network externalities, Compatibility, and R&D : A Literature Review
  Supervised by Marc Bourreau

Abstract
This literature review aims to provide a synthesis of key themes in Industrial Organization, with a particular focus on markets characterized by network externalities. First, it explores the relationship between competition and innovation before examining the issue of compatibility and its implications, notably in the context of the Digital Markets Act.

————— Other Publications

Enriching Agent-Based Modeling with LLM-Driven MBTI Personalities
Si Hao Li and Olivia Carnapete, 2025

Les clubs amateurs face aux défis du financement: entre inégalités économiques et place croissante du privé
Antonin Chenard and Si Hao Li
Regards croisés sur l’économie, 2024

Des innovations financières aux conséquences néfastes?
Jérôme Héricourt, Samuel Ligonnière, Si Hao Li, Olivier Pernet-Coudrier
Regards croisés sur l’économie, 2024