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      • April 2020
      • Supplement

      Oaktree: Pierre Foods Investment

      By: Victoria Ivashina and Terrence Shu
      This case is a setting to discuss “loan to own” investment strategy that is often pursued by distressed investors. The aftermath of the 2007 financial crisis left many companies with poor liquidity and limited ability to obtain credit. One of these companies was Pierre... View Details
      Keywords: Distress Investing; Investment; Debt Securities; Strategy; Restructuring
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      Ivashina, Victoria, and Terrence Shu. "Oaktree: Pierre Foods Investment." Harvard Business School Spreadsheet Supplement 220-715, April 2020.
      • April 2020
      • Teaching Note

      Oaktree: Pierre Foods Investment

      By: Victoria Ivashina, Michael Harmon and Terrence Shu
      Teaching Note for HBS No. 219-018. This case is a setting to discuss “loan to own” investment strategy that is often pursued by distressed investors. The aftermath of the 2007 financial crisis left many companies with poor liquidity and limited ability to obtain... View Details
      Keywords: Distress Investing; Investment; Debt Securities; Strategy; Restructuring
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      Ivashina, Victoria, Michael Harmon, and Terrence Shu. "Oaktree: Pierre Foods Investment." Harvard Business School Teaching Note 220-083, April 2020.
      • 2021
      • Working Paper

      Elusive Safety: The New Geography of Capital Flows and Risk

      By: Laura Alfaro, Ester Faia, Ruth Judson and Tim Schmidt-Eisenlohr
      A confidential dataset with industry-level disaggregation of U.S. cross-border claims and liabilities, shows U.S. securities to be increasingly intermediated by tax-haven-financial-centers (THFC) and less regulated funds. These securities are risky, in... View Details
      Keywords: Tax Havens; Financial Centers; Geography Of Flows; Profit Shifting; Tax Avoidance; Risk; Safe Assets; Hetergeneous Firms; Endogenous Entry; Endogenous Monitoring; Regulatory Arbitrage; Assets; Safety; Risk and Uncertainty; Capital; Global Range
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      Alfaro, Laura, Ester Faia, Ruth Judson, and Tim Schmidt-Eisenlohr. "Elusive Safety: The New Geography of Capital Flows and Risk." Harvard Business School Working Paper, No. 20-099, March 2020. (Revised February 2021.)
      • Article

      Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

      By: Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan and Edward McFowland III
      Reliably detecting attacks in a given set of inputs is of high practical relevance because of the vulnerability of neural networks to adversarial examples. These altered inputs create a security risk in applications with real-world consequences, such as self-driving... View Details
      Keywords: Autoencoder Networks; Pattern Detection; Subset Scanning; Computer Vision; Statistical Methods And Machine Learning; Machine Learning; Deep Learning; Data Mining; Big Data; Large-scale Systems; Mathematical Methods; Analytics and Data Science
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      Cintas, Celia, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, and Edward McFowland III. "Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error." Proceedings of the International Joint Conference on Artificial Intelligence 29th (2020).
      • 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.
      • October 2019
      • Case

      Feeling Machines: Emotion AI at Affectiva

      By: Shane Greenstein and John Masko
      In 2016, Affectiva—a Boston-based emotion AI software company with a long track record of building emotion-sensing software for market research—had attempted to expand into new verticals by releasing a mobile software development kit (SDK) that downloaders could adapt... View Details
      Keywords: Artificial Intelligence; Market Research; Business Model; Finance; Revenue; Decision Making; Risk and Uncertainty; Market Entry and Exit; Applications and Software; AI and Machine Learning; Information Technology Industry; Auto Industry; United States
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      Greenstein, Shane, and John Masko. "Feeling Machines: Emotion AI at Affectiva." Harvard Business School Case 620-058, October 2019.
      • 2021
      • Working Paper

      Shareholder Activism and Firms' Voluntary Disclosure of Climate Change Risks

      By: Caroline Flammer, Michael W. Toffel and Kala Viswanathan
      This paper examines whether—in the absence of mandated disclosure requirements—shareholder activism can elicit greater disclosure of firms’ exposure to climate change risks. We find that environmental shareholder activism increases the voluntary disclosure of climate... View Details
      Keywords: Shareholder Activism; Climate Risk; Corporate Accountability; Climate Change; Corporate Disclosure; Corporate Governance; Corporate Social Responsibility and Impact; Business and Shareholder Relations; Risk and Uncertainty; Natural Environment; Environmental Sustainability; Financial Services Industry; United States
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      Flammer, Caroline, Michael W. Toffel, and Kala Viswanathan. "Shareholder Activism and Firms' Voluntary Disclosure of Climate Change Risks." Harvard Business School Working Paper, No. 20-049, October 2019. (Revised March 2021.)
      • October 2019
      • Case

      Regtech at HSBC

      By: Aiyesha Dey, Jonas Heese and James Weber
      Mark Cooke, Global Head of Operational Risk, needed to decide between a traditional regulatory control system and a new regtech system to manage non-financial risks. Non-financial risks failures such as money laundering and tax evasion had cost HSBC billions of... View Details
      Keywords: Risk Management; Banks and Banking; Collaborative Innovation and Invention; Banking Industry; Information Technology Industry; United Kingdom; United States
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      Dey, Aiyesha, Jonas Heese, and James Weber. "Regtech at HSBC." Harvard Business School Case 120-046, October 2019.
      • October 2019
      • Article

      Does Political Uncertainty Increase External Financing Costs? Measuring the Electoral Premium in Syndicated Lending

      By: Olivia S. Kim
      This article investigates the impact of political uncertainty on contractual lending terms using a large sample of syndicated loans and a within-firm estimation approach to achieve identification. Firms pay 7 basis points (bps) more on loans originated when their... View Details
      Keywords: Risk and Uncertainty; Political Elections; Financing and Loans; Developing Countries and Economies
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      Kim, Olivia S. "Does Political Uncertainty Increase External Financing Costs? Measuring the Electoral Premium in Syndicated Lending." Journal of Financial and Quantitative Analysis 54, no. 5 (October 2019): 2141–2178.
      • October 2019
      • Article

      Limited Investment Capital and Credit Spreads

      By: Emil N. Siriwardane
      Using proprietary credit default swap (CDS) data, I investigate how capital shocks at protection sellers impact pricing in the CDS market. Seller capital shocks—measured as CDS portfolio margin payments—account for 12% of the time-series variation in weekly spread... View Details
      Keywords: Credit Risk; Derivatives; Credit Derivatives and Swaps; Capital Markets; Credit; Financial Institutions
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      Siriwardane, Emil N. "Limited Investment Capital and Credit Spreads." Journal of Finance 74, no. 5 (October 2019): 2303–2347.
      • August 2019 (Revised November 2019)
      • Case

      Sustainable Investing at J.P. Morgan Private Bank

      By: Sara Fleiss and Luis Viceira
      This case features Monica Issar, then Global Head of J.P. Morgan Endowments & Foundations Group in the Private Bank. In just five years, she and J.P. Morgan have grown the Outsourced Chief Investment Officer (OCIO) business from $5 billion in AUM from primarily family... View Details
      Keywords: Sustainability; Investment; Management; Strategy; Social Issues; Environmental Sustainability; Banking Industry
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      Fleiss, Sara, and Luis Viceira. "Sustainable Investing at J.P. Morgan Private Bank." Harvard Business School Case 220-016, August 2019. (Revised November 2019.)
      • 2019
      • Other Unpublished Work

      Mexico's Financial Risks: Solving Pemex for a Solvent Mexico

      By: Laura Alfaro, Augusto de la Torre, Guillermo Calvo, Roque Benjamin Fernandez, Pablo Guidotti, Paulo Leme, Enrique Mendoza, Guillermo Perry, Carmen Reinhart and Liliana Rojas-Suarez
      Keywords: Financial Risk; Finance; Economics; Mexico; Latin America
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      Alfaro, Laura, Augusto de la Torre, Guillermo Calvo, Roque Benjamin Fernandez, Pablo Guidotti, Paulo Leme, Enrique Mendoza, Guillermo Perry, Carmen Reinhart, and Liliana Rojas-Suarez. "Mexico's Financial Risks: Solving Pemex for a Solvent Mexico." Comité Latinoamericano de Asuntos Financieros (CLAAF) Statement, no. 41, July 2019.
      • June 18, 2019
      • Article

      Research: Investors Reward Companies That Talk Up Their Digital Initiatives

      By: Suraj Srinivasan and Wilbur Chen
      A study of how companies disclose their digital initiatives on earnings calls and written communications finds that more firms are using these technologies, that financial markets reward companies that disclose such initiatives, but that financial performance... View Details
      Keywords: Digital Technologies; Disclosure; Investment; Performance Improvement
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      Srinivasan, Suraj, and Wilbur Chen. "Research: Investors Reward Companies That Talk Up Their Digital Initiatives." Harvard Business Review (website) (June 18, 2019).
      • June 2019
      • Article

      Social Risk, Fiscal Risk, and the Portfolio of Government Programs

      By: Samuel G. Hanson, David S. Scharfstein and Adi Sunderam
      We develop a model of government portfolio choice in which a benevolent government chooses the scale of risky projects in the presence of market failures and tax distortions. These two frictions generate motives to manage social risk and fiscal risk. Social risk... View Details
      Keywords: Risk Management; Government and Politics; Programs
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      Hanson, Samuel G., David S. Scharfstein, and Adi Sunderam. "Social Risk, Fiscal Risk, and the Portfolio of Government Programs." Review of Financial Studies 32, no. 6 (June 2019): 2341–2382. (Internet Appendix Here.)
      • 2019
      • Working Paper

      Bank Boards: What Has Changed Since the Financial Crisis?

      By: Shiva Rajgopal, Suraj Srinivasan and Forester Wong
      Several government-mandated committees investigating the financial crisis highlighted four key deficiencies in the composition of bank boards before the crisis: (i) group think among bank board members; (ii) absence of prior banking experience of board members; (iii)... View Details
      Keywords: Banks and Banking; Governing and Advisory Boards; Corporate Governance; Financial Crisis; Change; Diversity
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      Rajgopal, Shiva, Suraj Srinivasan, and Forester Wong. "Bank Boards: What Has Changed Since the Financial Crisis?" Harvard Business School Working Paper, No. 19-108, April 2019.
      • March 2019
      • Case

      Mahindra Finance

      By: V.G. Narayanan and Tanvi Deshpande
      Mahindra Finance is a non-banking lender operating mainly in the rural and semi-urban areas of India. Set up in 1991, the company had grown to become a market leader with assets of $8.5 billion and a presence in 3,30,000 villages across India. Since most of Mahindra's... View Details
      Keywords: Accounting; Business Model; Volatility; Customer Focus and Relationships; Decisions; Credit; Financing and Loans; Service Delivery; Risk and Uncertainty; Financial Services Industry; India
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      Narayanan, V.G., and Tanvi Deshpande. "Mahindra Finance." Harvard Business School Case 119-003, March 2019.
      • February 2019 (Revised March 2019)
      • Case

      Banorte and the Capital Call Facility: Infrastructure Finance in Mexico

      By: John D. Macomber, Carla Larangeira and Fernanda Miguel
      As a result of Mexico´s pension industry deregulation, pension funds were able to invest in energy and infrastructure projects through a variety of financial instruments, particularly through Capital Development Certificates (CKDs), an asset class that served as a... View Details
      Keywords: Financial Products; Fund Management; Capital Call Facility; Pension Funds; Infrastructure; Energy; Finance; Decision Making; Investment Funds; Financial Instruments; North America; Mexico
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      Macomber, John D., Carla Larangeira, and Fernanda Miguel. "Banorte and the Capital Call Facility: Infrastructure Finance in Mexico." Harvard Business School Case 219-049, February 2019. (Revised March 2019.)
      • February 2019 (Revised January 2021)
      • Case

      Quiksilver Inc. and Oaktree Capital Management

      By: Kristin Mugford and Mike Harmon
      Sports lifestyle company Quiksilver filed for bankruptcy in September 2015. Oaktree is considering an additional investment in the company to facilitate the restructuring. Students must consider whether Oaktree should invest given the risks of the turnaround... View Details
      Keywords: Bankruptcy; Bankruptcy Reorganization; Insolvency and Bankruptcy; Acquisition; Restructuring; Debt Securities; Transformation; Decision Making; Borrowing and Debt; Investment Return; Crisis Management; Negotiation; Retail Industry; Apparel and Accessories Industry; Consumer Products Industry; France; United States
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      Mugford, Kristin, and Mike Harmon. "Quiksilver Inc. and Oaktree Capital Management." Harvard Business School Case 219-097, February 2019. (Revised January 2021.)
      • January 2019 (Revised November 2019)
      • Case

      Ajeej Capital: Investing in Emerging Markets

      By: Luis M. Viceira and Eren Kuzucu
      In October 2007, Tarek Sakka and Fouad Dajani launched Ajeej Capital, the first independent investment advisory in the MENA region. Fittingly named ajeej, an Arabic word that translates to “growth and propagation in a chaotic setting,” the firm’s AUM grew from $20... View Details
      Keywords: Security Selection; Investments; Growth; Culture; UAE; Finance; Asset Management; Emerging Markets; Capital Markets; Investment; Growth Management; Risk Management; Middle East; Saudi Arabia; Dubai; United Arab Emirates; Egypt; North Africa
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      Viceira, Luis M., and Eren Kuzucu. "Ajeej Capital: Investing in Emerging Markets." Harvard Business School Case 219-029, January 2019. (Revised November 2019.)
      • 2019
      • Article

      Structural Balance Emerges and Explains Performance in Risky Decision-Making

      By: Omid Askarisichani, Jacqueline N. Lane, Francesco Bullo, Noah E. Friedkin, Ambuj K. Singh and Brian Uzzi
      Polarization affects many forms of social organization. A key issue focuses on which affective relationships are prone to change and how their change relates to performance. In this study, we analyze a financial institutional over a two-year period that employed 66... View Details
      Keywords: Polarization; Structural Balance; Performance; Groups and Teams; Risk and Uncertainty; Decision Making
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      Askarisichani, Omid, Jacqueline N. Lane, Francesco Bullo, Noah E. Friedkin, Ambuj K. Singh, and Brian Uzzi. "Structural Balance Emerges and Explains Performance in Risky Decision-Making." Art. 2648. Nature Communications 10 (2019): 1–10.
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