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    • All HBS Web  (372)
      • Faculty Publications  (85)

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      • 2025
      • Working Paper

      Dynamic Personalization with Multiple Customer Signals: Multi-Response State Representation in Reinforcement Learning

      By: Liangzong Ma, Ta-Wei Huang, Eva Ascarza and Ayelet Israeli
      Reinforcement learning (RL) offers potential for optimizing sequences of customer interactions by modeling the relationships between customer states, company actions, and long-term value. However, its practical implementation often faces significant challenges.... View Details
      Keywords: Dynamic Policy; Deep Reinforcement Learning; Representation Learning; Dynamic Difficulty Adjustment; Latent Variable Models; Customer Relationship Management; Customer Value and Value Chain; Foreign Direct Investment; Analytics and Data Science
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      Ma, Liangzong, Ta-Wei Huang, Eva Ascarza, and Ayelet Israeli. "Dynamic Personalization with Multiple Customer Signals: Multi-Response State Representation in Reinforcement Learning." Harvard Business School Working Paper, No. 25-037, February 2025.
      • 2024
      • Working Paper

      How Do Global Portfolio Investors Hedge Currency Risk?

      By: Robin Greenwood and Alex Cheema-Fox
      We use monthly portfolio data from one of the world’s largest custodian banks, with over $40 trillion assets under custody, to study how global portfolio investors hedge foreign exchange risk in their equity and fixed income portfolios over the past 25 years. The data... View Details
      Keywords: Investment Portfolio; Investment Funds; Currency; Risk and Uncertainty
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      Greenwood, Robin, and Alex Cheema-Fox. "How Do Global Portfolio Investors Hedge Currency Risk?" Working Paper, October 2024.
      • November 2023
      • Article

      A Quantity-Driven Theory of Term Premia and Exchange Rates

      By: Robin Greenwood, Samuel G. Hanson, Jeremy C. Stein and Adi Sunderam
      We develop a model in which specialized bond investors must absorb shocks to the supply and demand for long-term bonds in two currencies. Since long-term bonds and foreign exchange are both exposed to unexpected movements in short-term interest rates, a shift in the... View Details
      Keywords: Term Premium; Exchange Rate; Currency Exchange Rate; Bonds
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      Greenwood, Robin, Samuel G. Hanson, Jeremy C. Stein, and Adi Sunderam. "A Quantity-Driven Theory of Term Premia and Exchange Rates." Quarterly Journal of Economics 138, no. 4 (November 2023): 2327–2389.
      • June 2023
      • Article

      Why Is Dollar Debt Cheaper? Evidence from Peru

      By: Bryan Gutiérrez, Victoria Ivashina and Juliana Salomao
      In emerging markets, a significant share of corporate loans are denominated in dollars. Using novel data that enables us to see currency and the cost of credit, in addition to several other transaction-level characteristics, we re-examine the reasons behind dollar... View Details
      Keywords: Emerging Market Corporate Debt; Currency Mismatch; Liability Dollarization; Carry Trade; Currency; Emerging Markets; Borrowing and Debt; Interest Rates; Peru
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      Gutiérrez, Bryan, Victoria Ivashina, and Juliana Salomao. "Why Is Dollar Debt Cheaper? Evidence from Peru." Journal of Financial Economics 148, no. 3 (June 2023): 245–272.
      • 2022
      • Article

      Climate Change Vulnerability and Currency Returns

      By: Alex Cheema-Fox, George Serafeim and Hui (Stacie) Wang
      Using measures of physical risk from climate change, we develop a methodology to allocate currency pairs according to a country’s vulnerability and construct portfolios with decreasing vulnerability to physical risk. We show that non-G10 currencies are more vulnerable... View Details
      Keywords: Climate Finance; Vulnerabilities; Currencies; Foreign Exchange; Climate Change; Currency; Natural Disasters
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      Cheema-Fox, Alex, George Serafeim, and Hui (Stacie) Wang. "Climate Change Vulnerability and Currency Returns." Financial Analysts Journal 78, no. 4 (2022): 37–58.
      • 2022
      • Working Paper

      Markups to Financial Intermediation in Foreign Exchange Markets

      By: Jonathan Wallen
      On average from 2013 to 2020, foreign asset managers in net sold forward 1.1 trillion U.S. dollars. This forward sale of dollars hedges the currency mismatch of foreign investment in U.S. dollar assets. By accommodating this demand, U.S. and European banks earn an... View Details
      Keywords: Foreign Exchange; Financial Intermediation; Arbitrage; Market Power; Regulations; Currency; Assets; Interest Rates; Banking Industry
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      Wallen, Jonathan. "Markups to Financial Intermediation in Foreign Exchange Markets." Working Paper, March 2022.
      • December 2021
      • Article

      Seeing Oneself as a Valued Contributor: Social Worth Affirmation Improves Team Information Sharing

      By: Julia Lee Cunningham, Francesca Gino, Dan Cable and Bradley Staats
      Teams often fail to reach their potential because members’ concerns about being socially accepted prevent them from offering their unique perspectives to the team. Drawing on relational self and self-affirmation theory, we argue that affirmation of team members’ social... View Details
      Keywords: Social Worth Affirmation; Relational Identity; Self-affirmation; Information Sharing In Teams; Concerns About Social Acceptance; Groups and Teams; Identity; Relationships; Knowledge Sharing
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      Cunningham, Julia Lee, Francesca Gino, Dan Cable, and Bradley Staats. "Seeing Oneself as a Valued Contributor: Social Worth Affirmation Improves Team Information Sharing." Academy of Management Journal 64, no. 6 (December 2021): 1816–1841.
      • 2023
      • Working Paper

      The International Price of Remote Work

      By: Agostina Brinatti, Alberto Cavallo, Javier Cravino and Andres Drenik
      We study how the price of remote work is determined in a globalized labor market using data from a large web-based job platform, where workers from around the world compete for remote jobs. Despite the global nature of the platform, we find that remote wages are higher... View Details
      Keywords: Remote Work; Exchange Rates; Purchasing Power Parity; Offshoring And Outsourcing; Macroeconomics; Developing Countries and Economies; Wages; Trade; Globalization; Marketplace Matching; Currency Exchange Rate; Service Industry; Web Services Industry; Technology Industry
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      Brinatti, Agostina, Alberto Cavallo, Javier Cravino, and Andres Drenik. "The International Price of Remote Work." NBER Working Paper Series, No. 29437, October 2021. (Revised November 2022.)
      • August 2021 (Revised November 2021)
      • Case

      The NCB Capital Turnaround: Waking the Sleeping Giant

      By: Sandra J. Sucher, Gamze Yucaoglu, Shalene Gupta and Fares Khrais
      The case opens in 2019, five years after, Sarah Al Suhaimi, CEO of NCB Capital (NCBC), the investment arm of Saudi’s largest bank, NCB, took the helm. Having successfully turned the business to make it the market leader, she was contemplating her next steps as... View Details
      Keywords: Turnaround; Investment Banking; Financial Institutions; Change Management; Leadership; Business Model; Strategy; Business and Stakeholder Relations; Management Teams; Asset Management; Growth and Development Strategy; Saudi Arabia
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      Sucher, Sandra J., Gamze Yucaoglu, Shalene Gupta, and Fares Khrais. "The NCB Capital Turnaround: Waking the Sleeping Giant." Harvard Business School Case 322-043, August 2021. (Revised November 2021.)
      • 2020
      • Working Paper

      Currency Hedging in Emerging Markets: Managing Cash Flow Exposure

      By: Laura Alfaro, Mauricio Calani and Liliana Varela
      Foreign currency derivative markets are among the largest in the world, yet their role in emerging markets in particular, is relatively understudied. We study firms' currency risk exposure and their hedging choices by employing a unique dataset covering the universe of... View Details
      Keywords: Foreign Currency Hedging; FX Derivatives; Foreign Currency Debt; Currency Mismatch; Trade Credit; Currency; Cash Flow; Emerging Markets
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      Alfaro, Laura, Mauricio Calani, and Liliana Varela. "Currency Hedging in Emerging Markets: Managing Cash Flow Exposure." Harvard Business School Working Paper, No. 21-096, March 2021.
      • Article

      Tariff Passthrough at the Border and at the Store: Evidence from U.S. Trade Policy

      By: Alberto Cavallo, Gita Gopinath, Brent Neiman and Jenny Tang
      We use micro data collected at the border and the store to characterize the price impact of recent US trade policy on importers, exporters, and consumers. At the border, import tariff passthrough is much higher than exchange rate passthrough. Chinese exporters did not... View Details
      Keywords: Trade Policy; Tariffs; Exchange Rate Passthrough; Economics; Trade; Policy; Currency Exchange Rate; Price; United States
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      Cavallo, Alberto, Gita Gopinath, Brent Neiman, and Jenny Tang. "Tariff Passthrough at the Border and at the Store: Evidence from U.S. Trade Policy." American Economic Review: Insights 3, no. 1 (March 2021).
      • 2020
      • Chapter

      Reserve Accumulation, Sovereign Debt, and Exchange Rate Policy

      By: Laura Alfaro and Fabio Kanczuk
      In the past decade, foreign participation in local-currency bond markets in emerging countries increased dramatically. Additionally, emerging countries are increasingly deviating from inflation targeting regimes, managing their exchange rate and engaging in... View Details
      Keywords: Reserves; Exchange Rate; Sovereign Finance; Currency Exchange Rate; Policy
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      Alfaro, Laura, and Fabio Kanczuk. "Reserve Accumulation, Sovereign Debt, and Exchange Rate Policy." In Asset Management at Central Banks and Monetary Authorities: New Practices in Managing International Foreign Exchange Reserves, edited by Jacob Bjorheim. Springer, 2020. (Book link.)
      • December 2019
      • Case

      CME Group in 2019

      By: José B. Alvarez, Forest Reinhardt and Natalie Kindred
      Chicago-based CME Group is the world’s largest futures and options marketplace, with annual trading volume of over 4.8 billion contracts in 2018. This case is set in late 2019, as heightened perceptions of risk stemming from the U.S.-China trade war are driving record... View Details
      Keywords: Financial Markets; Risk Management; Futures and Commodity Futures; Trade; Price; Competition; Risk and Uncertainty; Competitive Strategy; United States; China; Brazil
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      Alvarez, José B., Forest Reinhardt, and Natalie Kindred. "CME Group in 2019." Harvard Business School Case 520-048, December 2019.
      • 2020
      • Working Paper

      Tariff Passthrough at the Border and at the Store: Evidence from U.S. Trade Policy

      By: Alberto Cavallo, Gita Gopinath, Brent Neiman and Jenny Tang
      We use micro data collected at the border and the store to characterize the price impact of recent US trade policy on importers, exporters, and consumers. At the border, import tariff passthrough is much higher than exchange rate passthrough. Chinese exporters did not... View Details
      Keywords: Trade Policy; Tariffs; Exchange Rate Passthrough; Economics; Trade; Policy; Inflation and Deflation; United States; China
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      Cavallo, Alberto, Gita Gopinath, Brent Neiman, and Jenny Tang. "Tariff Passthrough at the Border and at the Store: Evidence from U.S. Trade Policy." NBER Working Paper Series, No. 26396, October 2019. (Revised June 2020. Harvard Business School Working Paper, No. 20-041, October 2019)
      • July 2018 (Revised July 2018)
      • Teaching Note

      Argentina Power—Don’t Cry for Me Argentina

      By: Nori Gerardo Lietz and Sayiddah Fatima McCree
      Teaching Note for HBS No. 218-041. This case concerns a complex potential energy infrastructure investment in Argentina by a global conglomerate shortly after Mauricio Macri (“Macri”) became President of Argentina in 2015. The central issues are (i) why was a country... View Details
      Keywords: Argentina; Argentine Exceptionalism; Infrastructure Finance; Investing; Finance; Inflation and Deflation; Government and Politics; Energy Generation; Infrastructure; Utilities Industry; Energy Industry; Financial Services Industry; Argentina; South America
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      Lietz, Nori Gerardo, and Sayiddah Fatima McCree. "Argentina Power—Don’t Cry for Me Argentina." Harvard Business School Teaching Note 219-010, July 2018. (Revised July 2018.)
      • May 2018
      • Article

      U.S. Treasury Premium

      By: Wenxin Du, Joanne Im and Jesse Schreger
      We quantify the difference in the convenience yield of U.S. Treasuries and government bonds of other developed countries by measuring the deviation from covered interest parity between government bond yields. We call this wedge the “U.S. Treasury Premium.” We document... View Details
      Keywords: Bonds; Investment Return; Interest Rates; Financial Crisis
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      Du, Wenxin, Joanne Im, and Jesse Schreger. "U.S. Treasury Premium." Journal of International Economics 112 (May 2018): 167–181.
      • June 12, 2017
      • Article

      Corporate Balance Sheets in Emerging Markets: A Comparison of the Global Crisis and the Asian Financial Crisis

      By: Laura Alfaro, Gonzalo Asis, Anusha Chari and Ugo Panizza
      Leverage levels in emerging market firms rose dramatically in the aftermath of the Global Crisis. This column examines whether concerns of a repeat of the Asian financial crisis, which was largely attributed to corporate financial roots, are justified. While firm... View Details
      Keywords: Financial Crisis; Emerging Markets; System Shocks
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      Alfaro, Laura, Gonzalo Asis, Anusha Chari, and Ugo Panizza. "Corporate Balance Sheets in Emerging Markets: A Comparison of the Global Crisis and the Asian Financial Crisis." Vox, CEPR Policy Portal (June 12, 2017).
      • April 2017 (Revised February 2020)
      • Case

      Restructuring Ukraine

      By: Kristin Mugford, Seema Amble and Tian Feng
      In June 2015, Ukraine found itself struggling with a volatile and devalued currency, dramatically diminished foreign reserves, and a projected financing shortfall of $40 billion. Ukraine’s new government sought to return the nation to stability following political... View Details
      Keywords: Exchange Rates; Politics; Macroeconomics; Financial Crisis; Insolvency and Bankruptcy; Restructuring; Economy; Currency Exchange Rate; Banks and Banking; Economic Slowdown and Stagnation; Bonds; Sovereign Finance; Capital Markets; Credit; Debt Securities; Financial Liquidity; Financial Markets; Government and Politics; Ukraine
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      Mugford, Kristin, Seema Amble, and Tian Feng. "Restructuring Ukraine." Harvard Business School Case 217-049, April 2017. (Revised February 2020.)
      • February 2017 (Revised December 2018)
      • Case

      From Start-Up to Grown-Up Nation: The Future of the Israeli Innovation Ecosystem (Abridged)

      By: Elie Ofek and Margot Eiran
      In June 2016, Benjamin (Bibi) Netanyahu, Prime Minister of Israel, wrestled with how to sustain Israel’s strong innovation track record and the country’s reputation as the “start-up nation.” Despite the economic miracle the country had wrought since its founding, he... View Details
      Keywords: Innovation and Management; Entrepreneurship; Business Startups; Government and Politics; Economy; Equality and Inequality; Israel
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      Ofek, Elie, and Margot Eiran. "From Start-Up to Grown-Up Nation: The Future of the Israeli Innovation Ecosystem (Abridged)." Harvard Business School Case 517-103, February 2017. (Revised December 2018.)
      • December 2016 (Revised December 2018)
      • Case

      From Start-Up to Grown-Up Nation: The Future of the Israeli Innovation Ecosystem

      By: Elie Ofek and Margot Eiran
      In June 2016, Benjamin (Bibi) Netanyahu, Prime Minister of Israel, wrestled with how to sustain Israel’s strong innovation track record and the country’s reputation as the “startup nation.” Despite the economic miracle the country had wrought since its founding, he... View Details
      Keywords: Israel; Israeli Start-up Nation; Innovation Economy; Entrepreneurial Mindset; Scaling-up; Unicorns; Innovation Clusters; High-tech; Innovation Management; Multinational Corporation R&D Centers; Social Equality; Two-tier Economy; Liberalizing An Economy; Foreign Investment; Military Service; Quality Of Human Capital; Socioeconomic Gaps; Labor Force Participation; Government Initiatives; Innovation and Management; Entrepreneurship; Venture Capital; Business Startups; Government and Politics; Economy; Equality and Inequality; Education; Resource Allocation; Globalization; Israel
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      Ofek, Elie, and Margot Eiran. "From Start-Up to Grown-Up Nation: The Future of the Israeli Innovation Ecosystem." Harvard Business School Case 517-066, December 2016. (Revised December 2018.)
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