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- July–August 2023
- Article
Demand Learning and Pricing for Varying Assortments
By: Kris Ferreira and Emily Mower
Problem Definition: We consider the problem of demand learning and pricing for retailers who offer assortments of substitutable products that change frequently, e.g., due to limited inventory, perishable or time-sensitive products, or the retailer’s desire to... View Details
Keywords: Experiments; Pricing And Revenue Management; Retailing; Demand Estimation; Pricing Algorithm; Marketing; Price; Demand and Consumers; Mathematical Methods
Ferreira, Kris, and Emily Mower. "Demand Learning and Pricing for Varying Assortments." Manufacturing & Service Operations Management 25, no. 4 (July–August 2023): 1227–1244. (Finalist, Practice-Based Research Competition, MSOM (2021) and Finalist, Revenue Management & Pricing Section Practice Award, INFORMS (2019).)
- April 2023
- Case
Ryan Serhant: Time Management for Repeatable Success (A)
By: Ashley Whillans and Hawken Lord
From an open-concept 90’s-style stone and wood cabin in Dublin, New Hampshire, Ryan Serhant reflected on his career as a real estate broker. As Ryan stared into the fireplace that featured prominently in the center of the house, he wondered whether the period of... View Details
Keywords: Real Estate; Time Management; Decision Choices and Conditions; Personal Development and Career; Real Estate Industry
Whillans, Ashley, and Hawken Lord. "Ryan Serhant: Time Management for Repeatable Success (A)." Harvard Business School Case 923-048, April 2023.
- February 2022
- Case
Agora (A)
By: Lindsay N. Hyde, Thomas R. Eisenmann and Tom Quinn
Agora was a civic technology (civic tech) startup founded by Elsa Sze, who wanted to enhance the connection between political officials and their constituents by facilitating virtual “town halls,” making underrepresented voices heard and benefiting elected and... View Details
Keywords: Civic Technology; Government Administration; Conferences; Business Startups; Business Strategy
Hyde, Lindsay N., Thomas R. Eisenmann, and Tom Quinn. "Agora (A)." Harvard Business School Case 822-022, February 2022.
- February 2022
- Supplement
Agora (B)
By: Lindsay N. Hyde, Thomas R. Eisenmann and Tom Quinn
This is the conclusion to Agora (A), where founder Elsa Sze decides if she wants to continue investing energy in her civic technology startup.
Agora was a civic technology (civic tech) startup founded by Elsa Sze, who wanted to enhance the connection between... View Details
Keywords: Civic Technology; Government Administration; Conferences; Business Startups; Business Strategy
Hyde, Lindsay N., Thomas R. Eisenmann, and Tom Quinn. "Agora (B)." Harvard Business School Supplement 822-026, February 2022.
- Article
How Market Power Affects Dynamic Pricing: Evidence from Inventory Fluctuations at Car Dealerships
By: Ayelet Israeli, Fiona Scott-Morton, Jorge Silva-Risso and Florian Zettelmeyer
This paper investigates empirically the effect of market power on dynamic pricing in the presence of inventories. Our setting is the auto retail industry; we analyze how automotive dealerships adjust prices to inventory levels under varying degrees of market power. We... View Details
Keywords: Dynamic Pricing; Market Power; Pricing; Price Discrimination; Inventory Production; Marketing; Price; Competitive Strategy; Auto Industry; Retail Industry
Israeli, Ayelet, Fiona Scott-Morton, Jorge Silva-Risso, and Florian Zettelmeyer. "How Market Power Affects Dynamic Pricing: Evidence from Inventory Fluctuations at Car Dealerships." Management Science 68, no. 2 (February 2022): 895–916.
- Article
Decarbonization Factors
By: Alex Cheema-Fox, Bridget LaPerla, George Serafeim, David Turkington and Hui (Stacie) Wang
In the face of accelerating climate change, investors are making capital allocations seeking to decarbonize portfolios by reducing the carbon emissions of their holdings. To understand the performance of portfolio decarbonization strategies and investor behavior... View Details
Keywords: ESG; Investment Management; Factor Investing; Investor Behavior; Climate Change; Environmental Sustainability; Investment; Management
Cheema-Fox, Alex, Bridget LaPerla, George Serafeim, David Turkington, and Hui (Stacie) Wang. "Decarbonization Factors." Journal of Impact and ESG Investing 2, no. 1 (Fall 2021): 47–73.
- Oct 2020
- Conference Presentation
Optimal, Truthful, and Private Securities Lending
By: Emily Diana, Michael J. Kearns, Seth Neel and Aaron Leon Roth
We consider a fundamental dynamic allocation problem motivated by the problem of securities lending in financial markets, the mechanism underlying the short selling of stocks. A lender would like to distribute a finite number of identical copies of some scarce resource... View Details
Diana, Emily, Michael J. Kearns, Seth Neel, and Aaron Leon Roth. "Optimal, Truthful, and Private Securities Lending." Paper presented at the 1st Association for Computing Machinery (ACM) International Conference on AI in Finance (ICAIF), October 2020.
- 2019
- Working Paper
Decarbonization Factors
By: Alex Cheema-Fox, Bridget LaPerla, George Serafeim, David Turkington and Hui (Stacie) Wang
In the face of accelerating climate change, investors are making capital allocations seeking to decarbonize portfolios by reducing the carbon emissions of their holdings. To understand the performance of portfolio decarbonization strategies and investor behavior... View Details
Keywords: ESG; Investment Management; Factor Investing; Investor Behavior; Climate Change; Environmental Sustainability; Investment; Management
Cheema-Fox, Alex, Bridget LaPerla, George Serafeim, David Turkington, and Hui (Stacie) Wang. "Decarbonization Factors." Harvard Business School Working Paper, No. 20-037, September 2019. (Revised November 2019.)
- January 2018 (Revised February 2019)
- Background Note
Margin Accounts
By: Samuel G. Hanson
Hanson, Samuel G. "Margin Accounts." Harvard Business School Background Note 218-079, January 2018. (Revised February 2019.)
- June 2017 (Revised January 2019)
- Case
Signet Jewelers: Assessing Customer Financing Risk
By: Gerardo Pérez Cavazos, Suraj Srinivasan and Monica Baraldi
Marc Cohodes, a renowned short seller, has identified weaknesses in Signet's business strategy, which he argues is heavily reliant on providing loans to customers with subprime credit scores. He believes that the company accounts for its receivables portfolio using... View Details
Keywords: Short Selling; Bad Debt Expense; Accounting; Financial Reporting; Financial Statements; Finance; Financing and Loans; Valuation; Retail Industry; Financial Services Industry; United States
Pérez Cavazos, Gerardo, Suraj Srinivasan, and Monica Baraldi. "Signet Jewelers: Assessing Customer Financing Risk." Harvard Business School Case 117-038, June 2017. (Revised January 2019.)
- August 2014 (Revised March 2015)
- Case
Molycorp: Issuing the 'Happy Meal' Securities (B)
By: Benjamin C. Esty and E. Scott Mayfield
Molycorp, the Western hemisphere's only producer of rare earth minerals, was in the middle of a $1 billion capital expansion in its effort to become a vertically integrated supplier of rare earth minerals, oxides, and metals. After reporting lower than expected... View Details
Keywords: Convertible Debt; Uncertainty; Startup; Growth; Rare Earth Minerals; Mining; Hedge Funds; Short Selling; Equity Capital; Capital Structure; Financial Strategy; Valuation; Metals and Minerals; Equity; Capital; Debt Securities; Stock Shares; Financial Management; Mining Industry; Industrial Products Industry; Canada; California
Esty, Benjamin C., and E. Scott Mayfield. "Molycorp: Issuing the 'Happy Meal' Securities (B)." Harvard Business School Case 215-014, August 2014. (Revised March 2015.)
- March 2014 (Revised May 2014)
- Teaching Note
The TELUS Share Conversion Proposal
By: Lucy White and Benjamin C. Esty
On February 21, 2013, TELUS announced a proposal to convert the firm's non-voting shares into voting shares on a one-to-one basis, thereby eliminating the firm's dual class structure. Shareholders were scheduled to vote on the proposal at the firm's annual general... View Details
Keywords: Proxy Contest; Proxy Battle; Proxy Advisor; ISS; Glass Lewis & Co.; Hedge Fund; Short Selling; Share Lending; Telecommunications; Voting Rights; Empty Voting; Equity Decoupling; Share Unification; Dual Class Shares; Canada; Exchange Ratio; Shareholder Activism; Shareholder Votes; Investment Activism; Public Equity; Capital Structure; Investment Return; Corporate Governance; Corporate Finance; Ownership Stake; Business and Shareholder Relations; Valuation; Telecommunications Industry; Canada; British Columbia; United States; New York (city, NY)
- October 2013 (Revised September 2014)
- Case
The TELUS Share Conversion Proposal
By: Lucy White, Benjamin C. Esty and Lisa Mazzanti
On February 21, 2013, TELUS announced a proposal to convert the firm's non-voting shares into voting shares on a one-to-one basis, thereby eliminating the firm's dual class structure. Shareholders were scheduled to vote on the proposal at the firm's annual general... View Details
Keywords: Proxy Contest; Proxy Battle; Proxy Advisor; ISS; Glass Lewis & Co.; Hedge Fund; Short Selling; Share Lending; Telecommunications; Voting Rights; Empty Voting; Equity Decoupling; Share Unification; Dual Class Shares; Canada; Exchange Ratio; Shareholder Activism; Shareholder Votes; Investment Activism; Public Equity; Capital Structure; Investment Return; Corporate Governance; Corporate Finance; Ownership Stake; Business and Shareholder Relations; Valuation; Telecommunications Industry; Canada; British Columbia; United States; New York (city, NY)
White, Lucy, Benjamin C. Esty, and Lisa Mazzanti. "The TELUS Share Conversion Proposal." Harvard Business School Case 214-001, October 2013. (Revised September 2014.)
- March 2013
- Case
NovaStar Financial: A Short Seller's Battle
By: Suraj Srinivasan and Amy Kaser
The NovaStar case describes the challenges faced by short seller Marc Cohodes of hedge fund Rocker Partners as he tried to expose what he thought was widespread fraud in mortgage lender NovaStar Financial. The case is set in the time period from 2001 to 2007 and tracks... View Details
Keywords: Short Selling; Financial Accounting; Financial Analysis; Financial Analysts; Valuation; Business Analysis; Financial Statement Analysis; Financial Statements; Securitization; Securities Analysis; Fraud; Accounting Quality; Accounting Red Flags; Accounting Restatements; Hedge Fund; Hedge Funds; Accounting Scandal; Accounting Fraud; Financial Crisis; Financial Intermediaries; Financial Firms; Corporate Accountability; Subprime Lending; Mortgage Lending; Accounting; Accrual Accounting; Fair Value Accounting; Governance; Governance Compliance; Corporate Governance; Governance Controls; Financial Services Industry; United States; California
Srinivasan, Suraj, and Amy Kaser. "NovaStar Financial: A Short Seller's Battle." Harvard Business School Case 113-120, March 2013.
- February 2013
- Case
Diamond Foods, Inc.
By: Suraj Srinivasan and Tim Gray
The Diamonds Foods, Inc. case describes the major accounting blow up at the company in late 2011 that was triggered by a report by Off Wall Street, a prominent short selling research firm. Diamond Foods, a high flying growth company in 2011, grew from a walnut farmers'... View Details
Keywords: Accounting Restatements; Accounting Scandal; Accounting; Financial Analysis; Financial Statement Analysis; Short Selling; Revenue Recognition; Board Of Directors; Audit Committees; Auditing; Financial Reporting; Financial Statements; Agribusiness; Accrual Accounting; Earnings Management; Corporate Accountability; Corporate Disclosure; Corporate Governance; Valuation; Revenue; Agriculture and Agribusiness Industry; California; Cambridge
Srinivasan, Suraj, and Tim Gray. "Diamond Foods, Inc." Harvard Business School Case 113-055, February 2013.
- March 2012 (Revised March 2012)
- Background Note
Introduction to Short Selling
By: Lauren Cohen and Christopher Malloy
Cohen, Lauren, and Christopher Malloy. "Introduction to Short Selling." Harvard Business School Background Note 212-079, March 2012. (Revised March 2012.)
- November 2011 (Revised April 2012)
- Case
Quadriserv and the Short Selling Market
By: Lauren Cohen and Christopher Malloy
Cohen, Lauren, and Christopher Malloy. "Quadriserv and the Short Selling Market." Harvard Business School Case 212-021, November 2011. (Revised April 2012.)
- November 2011 (Revised April 2012)
- Teaching Note
Quadriserv and the Short Selling Market (TN)
By: Lauren Cohen, Christopher Malloy and Timothy Gray
Keywords: Market Transactions
- September – October 2011
- Article
The Manufacturer's Incentive to Reduce Lead Times
By: Santiago Kraiselburd, Richard Pibernik and Ananth Raman
It is generally a well acknowledged fact that, ceteris paribus, reducing the lead times between downstream and upstream parties in a supply chain is desirable from an overall system perspective. However, an upstream party (e.g., a manufacturer) may have strong... View Details
Keywords: Cost; Demand and Consumers; Order Taking and Fulfillment; Production; Supply Chain Management; Sales; Manufacturing Industry; Retail Industry
Kraiselburd, Santiago, Richard Pibernik, and Ananth Raman. "The Manufacturer's Incentive to Reduce Lead Times." Production and Operations Management 20, no. 5 (September–October 2011): 639–653.
- 2008
- Mimeo
Do Hedge Funds Profit from Mutual-Fund Distress?
By: Joseph Chen, Samuel G. Hanson, Harrison Hong and Jeremy C. Stein
This paper explores the question of whether hedge funds engage in frontrunning strategies that exploit the predictable trades of others. One potential opportunity for front-running arises when distressed mutual funds—those suffering large outflows of assets under... View Details
Keywords: Investment Funds; Profit; Strategy; Forecasting and Prediction; Investment Return; Opportunities; Asset Management; Sales
Chen, Joseph, Samuel G. Hanson, Harrison Hong, and Jeremy C. Stein. "Do Hedge Funds Profit from Mutual-Fund Distress?" 2008. Mimeo.