Working papers

  • Who Sets the Price? The Vertical Origins of Uniform Pricing

    with Alvin Chen and Michael D. Wittry · June 2026

    We show that the systematic component of retail price-setting originates primarily upstream with manufacturers, and that AI adoption reduces the upstream information frictions behind uniform pricing.

    Event study: AI-related job postings rise after the generative AI API release
    AI adoption
    Event study: standard deviation of prices across stores rises after AI
    Price dispersion
    Event study: probability of a price change above 5 percent rises after AI
    Repricing frequency
    Event study: average price level falls after AI
    Price level
  • Organization capital, large startups, and the dearth of IPOs

    with Rüdiger Fahlenbrach and René M. Stulz · May 2026

    We show that startups relying heavily on organization capital to achieve scale through digital technologies are more likely to remain private and grow large rather than exit early via IPO or acquisition.

  • Building Corporate Resilience to Supply Chain Disruptions

    April 2026

    I examine how firms build resilience against supply chain disruptions to hard-to-replace inputs. Firms hold more inventory, less cash, and higher leverage, and update these policies after shocks that reveal new information about risk.

    Global distribution of foreign suppliers to U.S. manufacturers
    Supplier map
    Event study: log import volume around supplier floods
    ln(Volume)
    Event study: input inventories / sales around supplier floods
    Inventories/Sales
    Event study: cash / assets around supplier floods
    Cash/Assets
    Event study: total debt / assets around supplier floods
    Debt/Assets

Registered reports

  • Global Financial Markets and Multinational Company Investment

    with Atanas Mihov and Detelina Stoyanova · Review of Corporate Finance Studies, R&R

Publications

  • Economic Policy Uncertainty and Multinational Companies

    with Leming Lin and Atanas Mihov · Review of Finance, 2025, 29 (6): 1769–1807

  • Unintended Real Effects of EDGAR: Evidence from Corporate Innovation

    with Michael Dambra and Atanas Mihov · The Accounting Review, 2024, 99: 75–99

  • Global Banks and Systemic Risk: The Dark Side of Country Financial Connectedness

    with Atanas Mihov and Ping McLemore · Journal of International Money and Finance, 2022, 129: 102734

  • Foreign Investment, Regulatory Arbitrage, and the Risk of U.S. Banking Organizations

    with Atanas Mihov and W. Scott Frame · Journal of Financial and Quantitative Analysis, 2020, 55 (3): 955–988

  • Property Rights Institutions, Foreign Investment, and the Valuation of Multinational Firms

    with Leming Lin, Atanas Mihov, and Detelina Stoyanova · Journal of Financial Economics, 2019, 134 (1): 214–235