“Foreign Exchange Risk Management Spillovers Across the Production Network” Last revised, September 2025 Job Market Paper
Awards: The Brattle Group Ph.D. Candidate Awards For Outstanding Research at WFA 2024
Selected Presentations: CEPR WE_ARE seminar series, 4th International Roles of the Dollar Conference (NY Fed, FRB), 6th Women in International Economics Conference (Yale univ.), ASSA 2026 (Philadelphia, PA), Insightful Minds in International Macro (IMIM) Rising Stars Seminar, 2nd Women in Central Banking Workshop (Dallas Fed, Norges Bank), 4th WE_ARE_IN Macroeconomics and Finance Conference (Banco de España, CEPR), Western Finance Association (WFA) Meeting 2024 (Honolulu, HI), North American Summer Meeting (NASM) of the Econometric Society 2024 (Vanderbilt Univ.), Macro lunch and Finance lunch at Harvard University
Coverage: NY Fed
Abstract: This paper uncovers the substantial foreign exchange risks faced by U.S. firms, despite most international trade being invoiced in U.S. dollars. These risks arise due to spillovers through the production network and fluctuations in foreign demand when exchange rates change. Using new hand-collected data from firms’ annual reports, I document that U.S. firms actively hedge foreign exchange risks using financial derivatives. I develop the first model of hedging in a production network and show that hedging by upstream or downstream firms can stabilize a firm’s performance due to shared risk exposures. This positive spillover effect operates through firms’ financial constraints: hedging stabilizes firms’ borrowing costs and the prices they charge connected firms. Exploiting two major USD–Euro exchange rate swings, I find that hedging by connected firms is as effective as a firm’s own hedging in stabilizing performance. Additionally, firms at the extremities of the production and trade network are more likely to hedge. Calibrating the model to U.S. data, I show that these spillover effects boost aggregate output and reduce prices.
“Beyond the Fundamentals: Cross-Country Media Narrative Dispersion and Global Capital Flows” with Eswar Prasad and Isha Agarwal Last revised, February 2026 [NBER WP #33159] [IZA] [SSRN] UPDATE!
Selected Presentations: RCFS Winter Conference 2026 (San Juan, Puerto Rico), Midwest Finance Association (MFA) Annual Meeting 2026 (Chicago, IL), NBER Chinese Economy Working Group Meeting Spring 2025 (Boston, MA), JCF Information, Contracts and Firms Conference (Bocconi Univ., Italy), 9th Monash-Paris-Warwick-Zurich-CEPR Text-As-Data Workshop, 17th FIW Research Conference ‘International Economics’ (Vienna Univ. of Economics and Business), The 1st Workshop on LLMs and Generative AI for Finance (NYU)
Coverage: VoxChina, Central Banking, Devdiscourse, Allnews.ch
Abstract: This paper provides the first empirical evidence that cross-country variation in domestic media narratives about a destination country shapes global institutional investment flows. Using modern natural language processing methods, including transformer-based sentiment models and LLMs, applied to large-scale newspaper text from multiple countries, we measure narrative disagreement across investor countries about the same foreign economy. Drawing on more than one million newspaper articles from 39 outlets across 16 economies, we construct country-specific measures of media attention and sentiment toward China, an increasingly important investment destination with severe information frictions. We document large and persistent cross-country dispersion in sentiment, even when media cover the same topics. A counterfactual decomposition reveals that this dispersion is driven almost entirely by differences in within-topic sentiment rather than topic attention, indicating heterogeneous framing of common information. Further analysis shows that narrative disagreement reflects both slow-moving country-specific priors and heterogeneous responses to new information. Linking narratives to behavior, we find that domestic media sentiment significantly influences cross-border portfolio flows to China after controlling for fundamentals. By systematically measuring narrative disagreement and linking it to international portfolio allocation, our findings establish domestic media narratives as an important channel shaping belief formation and global capital flows.
“Distributional Monetary Transmission in Bank Lending under Abundant Reserves” Last revised, January 2026
Awards: Semi-Finalist for the Best Paper Award (Financial Intermediation & Markets) at FMA 2024, Peter Sinclair Prize (1st place) for Best Paper at 10th MMF PhD conference
Selected Presentations: FMA Annual Meeting 2024 (Grapevine, TX), BIS-CEPR-SCG-SFI-Conference on Financial Intermediation 2024 (Gerzensee, Switzerland), AFA Annual Meeting 2024 (San Antonio, TX), Midwest Macroeconomics 2023 (Texas Tech Univ.), HEC Economics PhD Conference (HEC Paris, France), 10th Annual Money Macro and Finance (MMF) Society PhD Conference (The Univ. of Sheffield, UK), 21st Macro Finance Society Workshop (Scheller College of Business, Georgia Tech), Macro-Finance Research (MFR) Program (Univ. of Chicago)
Abstract: In the post-QE environment, reserves are abundant, unevenly distributed, and increasingly remunerated non-linearly. These features break the traditional view that a single policy rate determines a uniform marginal funding cost. This paper shows that when the return on reserves is tiered, monetary policy acts through distributional channels: it reallocates liquidity across financial institutions, shifts intermediation capacity in the interbank market, and reshapes the entire distribution of loan rates. I develop a general framework in which institutions differ in their exposure to low-remuneration reserves. A non-linear reserve pricing schedule, such as reserve tiering, creates asymmetric funding incentives. These asymmetries prompt institutions with excess reserves to supply interbank liquidity and those with scarce reserves to borrow and expand low-rate lending. The model predicts that monetary easing compresses medium-risk loan rates, disproportionately lowers rates for riskier borrowers, and generates distinct distributional changes in credit supply. Using data on reserve balances, interbank trades, and firm-bank lending in Japan, I provide empirical evidence consistent with these mechanisms. The framework offers new insight into monetary transmission under abundant reserves and guidance for designing reserve remuneration systems in both low-rate and overheating environments.
“Monetary Policy Transmission in Euroized Countries: Evidence from Emerging Europe” with Fazurin Jamaludin, Florian Misch, Alex Pienkowski, Mengxue Wang, and Zeju Zhu, IMF Working Papers 2025/177 Last revised, September 2025
Presentations: International Monetary Fund (x2)
Abstract: This paper studies domestic monetary policy transmission in European countries with a significant share of lending and deposits in foreign currency, referred to as ‘euroized economies’. We find that the impact of domestic monetary policy shocks on both inflation and GDP diminishes with the degree of euroization across countries: the effects are twice as high in non-euroized countries compared to countries in our sample with the highest level of euroization. We further examine the exchange rate, credit and interest rate transmission channels, which are typically less effective in euroized economies. We show that domestic monetary policy has at best limited effects on the exchange rate. In addition, during the post-pandemic monetary tightening episodes, an increase in foreign-currency loans often softened the decline in overall credit growth, and rates of foreign-currency loans have followed the ECB policy rate rather than the domestic ones. By contrast, our analysis suggests that the pass-through to interest rates of domestic currency loans is similar across countries with different levels of euroization.
“Identifying the World’s Dominant Safe Asset: Measuring Belief-Based Safety Using Text and Portfolio Data” with Eswar Prasad and Isha Agarwal
Selected Presentations: The International Monetary System and the Role of the Euro (European Commission (DG ECFIN))
“Narrative Misalignment: Second-Order Beliefs and Exchange Rate Disconnects” with Chang He and Aleksei Oskolkov
“Narrative Filtering Through Internal Capital Markets: A Global Bank’s Perspective” with Judit Temesvary
“Who Knows More about Hedging? Information Advantage in Multi-Layer Networks” with Leslie Sheng Shen
“Liquidity in the Foreign Exchange and Government Securities Markets” with Eswar Prasad
"China’s Overseas Lending in Global Finance Cycle" (Zhengyang Jiang), MFA 2026
"Covered but Exposed: Currency Risk in Collateralized Bank Funding" (Valentina Bruno, Jin Cao and Valeriya Dinger), IBEFA Summer Meeting 2025
"Market Stabilization through Credit Support: The Effects of the Federal Reserve’s Corporate Bond Purchases on Firm’s Security Insurance Costs'' (Diego Amaya, Madhu Kalimipall, Seyed-Erfan Sadeghi, and Aurelio Vasquez), FMA 2024
"The Dollar in an Era of International Retrenchment'' (Ryan Chahrour and Rosen Valchev), Insightful Minds in International Macro (IMIM) 2024
"Global Uncertainty and Exchange Rate Conditions: Assessing the Impact of Uncertainty Shocks in Emerging Markets and Advanced Economies" (Helena Glebocki Keefe and Sujata Saha), EEA 2024
"The Carbon Premium and Policy Risk Exposure: A Text-Based Approach” (Sarah Duffy), HEC Economics PhD Conference 2023