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Michela Bonani

Postdoctoral Researcher in Economics
Universitat Pompeu Fabra

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I am a Postdoctoral Researcher in the Department of Economics and Business at Universitat Pompeu Fabra and a Research Affiliate at ESSEC Business School and TILEC (Tilburg University). I received my Ph.D. in Economics from Tilburg University in 2023.

My research is in empirical industrial organization and market design, with a focus on the digital economy, transportation platforms, and standardization. In my work, I combine models of strategic interaction with market data and econometric tools for structural estimation and causal inference.

I am on the 2026–2027 academic job market.

Job Market Paper

Enabling the Unavailable Trip: Consumer Welfare and Willingness to Pay for Multimodal Technology

with J. Hidalgo

Abstract

This paper studies how multimodal technologies affect consumer welfare by expanding the set of feasible transportation options. On transportation platforms, consumers may be unable to book their searched trip because the requested origin–destination pair is not served or because supply is unavailable at the time of booking. Multimodal technologies can relax these constraints by expanding the set of reachable destinations and by increasing the availability of transportation options across origin–destination pairs. However, the value of this technology depends on consumers' preferences for multimodal trips and on their willingness to pay for the resulting improvement in service. We develop an empirical model of transportation-mode choice across carpooling, buses, and an outside option on BlaBlaCar, the largest long-distance carpooling platform. Using proprietary BlaBlaCar data on passenger searches and bookings, together with information on the supply of BlaBlaCar cars and buses, we quantify consumers' disutility from not making the searched trip, measured by the distance (in km) between the searched and the booked origin–destination pairs. We use the estimated model to quantify consumers' value of multimodal technology and its implications for consumer surplus.

Publications

Standard-Setting and the Incentives to Innovate: Evidence from the IEEE Patent Policy Update

International Journal of Industrial Organization, 2026, 104, 103235

Abstract

This paper investigates how stricter licensing rules affect firms' incentives to innovate in standard-related technologies. I study the 2015 patent policy revision by the Institute of Electrical and Electronics Engineers (IEEE), which limited SEP holders' ability to seek injunctions and encouraged royalties based on the smallest salable unit. Using a continuous difference-in-differences approach, I show that the new policy increases standard-related patenting, with the strongest effects among firms furthest from the standards' technology space. However, the effects differ across firm types. SEP holders reduced their innovation activity, consistent with weaker royalty incentives, while non-SEP firms expanded patenting, benefiting from lower licensing costs and new opportunities to reposition themselves. Although the policy created challenges for SEP owners, my results suggest that the broader increase in innovation among other firms outweighed these declines. These results highlight how patent policy design within standard setting organizations can reallocate innovation incentives across firms.

Key figures
Patents filed per firm–standard pair, normalized by each firm's pre-policy average, by quartile of technological closeness to IEEE standards (group 1 = closest, control group). Dashed lines mark the policy announcement (2013) and its endorsement (2015).
Patents filed per firm–standard pair, normalized by each firm's pre-policy average, by quartile of technological closeness to IEEE standards (group 1 = closest, control group). Dashed lines mark the policy announcement (2013) and its endorsement (2015).
Event-study estimates of the policy effect on standard-related patenting for firms in the 2nd, 3rd and 4th quartiles relative to the 1st. Vertical bars are 95% confidence intervals.
Event-study estimates of the policy effect on standard-related patenting for firms in the 2nd, 3rd and 4th quartiles relative to the 1st. Vertical bars are 95% confidence intervals.

Working Papers

Uniform vs. Competing Standards: A Structural Analysis of the U.S. Wireless Telecommunications Industry

Submitted

Abstract

This paper studies how technological compatibility affects network investment and welfare in wireless markets. I develop an empirical model of consumer demand, spatial investment, and pricing using U.S. data from the 3G networks. Counterfactual experiments show that unifying the wireless network under a common standard increases welfare by expanding the effective network through roaming. However, compatibility shifts investment from previously unserved areas toward areas covered by compatible rivals, where firms internalize a larger share of returns. The welfare effects of compatibility depend not only on network size, but also on the spatial allocation of firms' investment responses.

Key figures
Demand spillovers and business stealing: marginal effect of coverage exclusive to a compatible rival (left) and of coverage exclusive to the focal firm (right) on the focal firm's market share.
Demand spillovers and business stealing: marginal effect of coverage exclusive to a compatible rival (left) and of coverage exclusive to the focal firm (right) on the focal firm's market share.
Market-specific estimates of how firms' investment responds to empty-area and catch-up-area opportunities, for the extensive (top) and intensive (bottom) margins.
Market-specific estimates of how firms' investment responds to empty-area and catch-up-area opportunities, for the extensive (top) and intensive (bottom) margins.

Standardization and Patent Portfolios: Understanding Firms' Choices in Standard Projects

Abstract

This paper studies the relationship between firms' decisions to participate in standardization and the fit between a firm's technical knowledge and the standard's position in the technology space. Focusing on a set of firms that declare essential patents for several standards issued by different organizations, I study how firms allocate their contributions across standards, depending on a firm–standard similarity measure and the intensity of competition among participating firms. My findings suggest that the match between the technological fields of a standard and the firm's technical knowledge is positively related to the firm's decision to participate in standards development. In particular, a 1 percentage point increase in the technological fit between a firm and a standard increases the probability that the firm participates in the standard's development by 0.05 percentage points. Furthermore, my results support the hypothesis of a competition effect among participating firms: a one-unit increase in the intensity of competition among firms in the same standard, driven either by more contributing firms or by greater knowledge similarity among them, decreases the number of SEPs declared by 32.7% on average.

Key figures
Average share of standards in which firms participate, by decile of firm–standard technological similarity.
Average share of standards in which firms participate, by decile of firm–standard technological similarity.
Average number of SEPs declared (left) and of standard-related patents filed (right) per firm–standard pair, by decile of competition intensity among contributing firms.
Average number of SEPs declared (left) and of standard-related patents filed (right) per firm–standard pair, by decile of competition intensity among contributing firms.

Work in Progress

Other Writings

Teaching

2025–2026Introduction to Game Theory (CRM), Barcelona School of Economics
2023Business Economics (graduate), ESSEC Business School
2020Data Communication for Policy Analysis (undergraduate, lecturer), Tilburg University
2017–2022Teaching assistant at Tilburg University: Econometrics, Industrial Economics, Microeconomics

Contact

Department of Economics and Business, Universitat Pompeu Fabra
Ramon Trias Fargas 25–27, 08005 Barcelona, Spain
michela.bonani@upf.edu