Research Interests: Firm Dynamics, innovation, production networks and trade
Working Papers
Firm Scope and Innovation: The Role of Intangibles (JMP)
๐Latest (Version 2.4) | CERGE-EI WP Version | Best Paper Award, The Econometric Society Asia Meeting
Abstract
Horizontal expansion through an increasing product portfolio lies at the core of modern endogenous growth literature. I document that diversified firms shift investment toward embedded intangibles (organizational capital, brand value) at the expense of transferable intangibles (patents, software). This strategic reallocation is accompanied by declining markups and productivity, and reduced innovation by rivals. In an extended endogenous-growth framework, embedded intangibles drive horizontal expansion but raise entry barriers and decrease social returns, ultimately sacrificing economy-wide growth for firm-level advantages.
Presented at: The Econometric Society Asia Meeting (Abu-Dhabi, 2026), CREI Macroeconomics Workshop (Barcelona, 2025), CERGE-EI Macro Workshop (Prague, 2025)
Work in Progress
Capital Injection in the Production Network
๐Draft PDF | Joint work with Paolo Zacchia
Abstract
Using Turkish administrative firm-to-firm transaction data, we study how acquisitions affect target firms and their production networks. We find that acquisitions increase intangible intensity but have no consistent effects on conventional performance measures. Network consequences depend on acquirer origin: domestic acquisitions strengthen existing relationships, while foreign acquisitions promote outsourcing and diversification. We attribute these differences to variation in firms’ relationship capability.
Presented at: IEA World Congress (Serbia, 2026, Scheduled)
The Anatomy of Firm Scope: Intangible Composition, Markups, Productivity and Competitive Threat
๐Draft PDF
Abstract
In this paper, I investigate how closely related and distant firm scope creates different consequences for innovation. I measure related scope using Hoberg and Phillips (2025) text-based product-market clusters and distant scope using the Compustat segment count. Using a panel of U.S. public firms over 1990โ2019, I estimate local projections in response to innovation shocks and find that these two dimensions govern opposite regimes. Closely related scope generates synergy: firms tilt intangible investment toward more R&D, attract rival entry, and convert innovation into persistent productivity and markup gains. High distant scope generates friction: rents dissipate, productivity gains vanish, and intangible investment in R&D weakens after the innovation shock. The results show that innovation consequences emerge from the structure, not the level, of scope.
Intangible Investment in the ICT Era: The Roles of Trade and Skilled Labor Supply
Abstract
This paper integrates models of skill-biased technological change and international trade to examine how globalization and rising skilled-labor availability affect intangible investment and reshape firm dynamics. I show that the interaction between ICT diffusion, trade liberalization, and skill supply reallocates resources toward intangible-intensive activities, amplifies firm-level heterogeneity, and changes entry, exit, and growth patterns.