Peer-reviewed work in Strategic Management Journal, Academy of Management Review, Management Science, Strategy Science, and Research Policy, including the inaugural Strategy Science Best Paper Award and the Academy of Management STR Division's Sumantra Ghoshal Research and Practice Award, alongside a current program on AI in education.

01

Cognition & Strategic Mental Models

How managers' cognitive representations of competitive landscapes shape strategic decisions, and what happens when those mental models diverge from reality.

The Power of Open-Minded Simplicity in Mental Models

Academy of Management Best Paper Proceedings · with Albert, Martignoni & Siggelkow, 2022 Ghoshal R&P Award

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Bringing Cognition into Strategic Interactions: Strategic Mental Models and Open Questions

Strategic Management Journal, 2018

Consequences of Misspecified Mental Models: Contrasting Effects and the Role of Cognitive Fit

Strategic Management Journal · with Martignoni & Siggelkow, 2016

Managerial Overoptimism in Strategy Formulation: An Associative Explanation

Advances in Strategic Management, 2015

02

Strategic Foresight & Competitive Dynamics

How firms anticipate competitive moves and navigate uncertainty, and why prediction falters when the underlying premises change.

Rationalizing Outcomes: Interdependent Learning in Competitive Markets

Strategy Science · with Yao, 2024

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Elevating Repositioning Costs: Strategy Dynamics and Competitive Interactions

Strategic Management Journal · with Yao, 2017

Evolution Cum Agency: Toward a Model of Strategic Foresight

Strategy Science · with Gavetti, 2016 Best Paper Award

03

Networks, Innovation & Corporate Strategy

How the structure of relationships between firms evolves, how those networks shape innovation, and the strategic implications of corporate actions.

Corporate Strategy and Network Change

Academy of Management Review · with Hernandez, 2021

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Using Machine Learning to Revisit the Diversification–Performance Relationship

Strategic Management Journal · with Choi & Tabakovic, 2021

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Breakthrough Recognition: Bias against Novelty and Competition for Attention

Research Policy · with Chai, 2019

Acquisitions, Node Collapse, and Network Revolution

Management Science · with Hernandez, 2018

04

Education and AI

How education professionals engage with AI, and why cognitive and institutional boundaries affect its use in inclusive education. A current research program with Roberta Besozzi.

AI in One Hand, Inclusive Education in the Other: Why Mainstream Teachers Who Use AI Do Not Use It for Inclusive Education

with Besozzi Under review

The Architecture of the Institutional Gap in Swiss Inclusive Education: What the System Does Not Count

with Besozzi Under review

Odyssée professionnelle : Les enseignant·e·s face à l’inclusion scolaire

with Besozzi Conditionally accepted

Enseignants, formateurs en entreprise et directeurs d’école professionnelle soumis à des contraintes — Stress et burnout: comment l’IA pourrait aider

transfer (SFUVET) · with Besozzi, 2025

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Awards & Recognition

Strategy Science Best Paper Award

Strategy Science (INFORMS), 2022

The inaugural award, chosen from every paper the journal had published up to that point.

Sumantra Ghoshal Research and Practice Award

Strategy (STR) Division, Academy of Management, 2022

The STR Division's award for work that advances research while deriving important implications for practice.

Wyss Award for Excellence in Doctoral Research

Harvard Business School, 2012

Recognizing exceptional doctoral dissertation research.

Bio & full CV

Full citation record on Google Scholar.

This work on cognition in strategy (how mental models shape competitive choice, how assumptions layer into institutions) now grounds a larger question I'm chasing. What happens to those foundations when AI shifts the premises beneath them?