Valuation - Publications - Faculty & Research - Harvard Business School

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10 Jan 2020
News

Competing in the Age of AI

December 2017 (Revised January 2018)
Teaching Note

Bega Cheese: Bidding to Bring Vegemite Back Home

By: Benjamin C. Esty, Lauren G. Pickle and Greg Saldutte

In January 2017, the leadership team of Bega Cheese—the Australian dairy company—was considering a bid for Mondelēz International’s Australia and New Zealand (ANZ) grocery business which included several leading consumer brands such as Vegemite, the iconic Australian... View Details

2010
Case

Groupe Ariel, S.A.: Parity Conditions and Cross-Border Valuation: Brief Case.

By: Timothy A. Luehrman and James Quinn

Groupe Ariel evaluates a proposal from its Mexican subsidiary to purchase and install cost-saving equipment at a manufacturing facility in Monterrey. The improvements will allow the plant to automate recycling and remanufacturing of toner and printer cartridges, an... View Details

Keywords: Cross-Cultural and Cross-Border Issues; Valuation; Business Subsidiaries; Policy; Cash Flow; Management Analysis, Tools, and Techniques; International Finance; Problems and Challenges; Production; Currency; Manufacturing Industry; Mexico

November 2019 (Revised May 2020)
Case

Collibra

By: Lynda M. Applegate, Jeffrey F. Rayport and Julia Kelley

Founded in 2008 at Vrije Universiteit Brussels, Collibra was a data intelligence company that found product-market fit in the years after the global financial crisis when many companies were under pressure from consumers and governments to improve their data management... View Details

January 2019 (Revised February 2024)
Teaching Note

Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

By: Ayelet Israeli

Teaching Note for HBS No. 519-011. As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a... View Details

July 2005 (Revised June 2006)
Case

Ryanair Holdings plc

Examines the valuation of an Irish airline that reported its first decline in net income in 2004 and saw a 30% stock price drop on the news. Ryanair is a low-cost, low-fare airline headquartered in Dublin, Ireland, operating over 200 routes in 20 countries. The company... View Details

Keywords: Strategy; International Accounting; Analysis; Valuation; Air Transportation; Forecasting and Prediction; Finance; Air Transportation Industry; Dublin

October 2022
Exercise

Shanty Real Estate: Confidential Information for Homebuyer 2

By: Michael Luca, Jesse M. Shapiro and Nathan Sun

Shanty is a simulation in which students inhabit the role of either a traditional home buyer or an iBuyer, both bidding on the same condo. The traditional home buyer has access to a “comp sheet” of similar properties that have recently sold, and has done a walkthrough.... View Details

Keywords: Decision Choices and Conditions; Decision Making; Measurement and Metrics; Market Timing

October 2022
Exercise

Shanty Real Estate: Confidential Information for iBuyer 3

By: Michael Luca, Jesse M. Shapiro and Nathan Sun

Shanty is a simulation in which students inhabit the role of either a traditional home buyer or an iBuyer, both bidding on the same condo. The traditional home buyer has access to a “comp sheet” of similar properties that have recently sold, and has done a walkthrough.... View Details

Keywords: Algorithm; Decision Choices and Conditions; Decision Making; Measurement and Metrics; Market Timing

January 2000 (Revised October 2001)
Case

@Hoc: Leveraging Israeli Technology in the United States

Describes @Hoc, an idea for an Internet software company, developed by two HBS MBA 1999 graduates, Guy Miasnik and Ly Tran. @Hoc's software, loaded into a browser, enables instant, context-sensitive information retrieval and shopping. @Hoc's R&D team is located in... View Details

Keywords: Geographic Location; Internet and the Web; Applications and Software; Financing and Loans; Business Startups; Information Technology Industry; Israel; Boston

2005
Working Paper

Investor Sentiment and the Cross-Section of Stock Returns

By: Malcolm Baker and Jeffrey Wurgler

We examine how investor sentiment affects the cross-section of stock returns. Theory predicts that a broad wave of sentiment will disproportionately affect stocks whose valuations are highly subjective and are difficult to arbitrage. We test this prediction by studying... View Details

Keywords: Investment Return; Behavioral Finance; Stocks; Theory; Forecasting and Prediction

May 2008 (Revised June 2009)
Case

Finansbank 2006

By: C. Fritz Foley and Linnea Meyer

How do financial policy requirements and benefits of ownership concentration affect the need for and process of corporate restructuring? This case provides students with an opportunity to analyze the restructuring of a Turkish multinational business group by way of a... View Details

Keywords: Leveraged Buyouts; Mergers and Acquisitions; Restructuring; Capital Budgeting; Agreements and Arrangements; Valuation; Turkey; Greece

April 2025
Case

Japan Industrial Partners Powers the Leveraged Buyout of Toshiba

By: Brian K. Baik, Joseph Pacelli and James Barnett

The case explores Japan Industrial Partners (JIP) $14 billion takeover of Toshiba Corporation (Toshiba). JIP was a private equity firm that took over the troubled electronics corporation in late 2023. The deal, which had been labeled one of the largest leveraged buyout... View Details

Keywords: Accounting; International Accounting; Finance; Borrowing and Debt; Management; Management Analysis, Tools, and Techniques; Ownership; Risk and Uncertainty; Strategy; Value; Accounting Industry; Electronics Industry; Energy Industry; Manufacturing Industry; Semiconductor Industry; Asia; Japan

September 2005 (Revised April 2007)
Case

Spyder Active Sports - 2004

By: Belen Villalonga, Dwight B. Crane and James Quinn

David Jacobs founded a high-end ski apparel company in 1978. He successfully built and grew the company, establishing a major international brand that appealed to ski racers and other active skiers. In 1995, he sought external financing to support further growth of the... View Details

Keywords: Private Ownership; Private Equity; Financial Liquidity; Business Exit or Shutdown; Valuation; Brands and Branding; Wealth; Family Business; Financing and Loans; Globalization; Apparel and Accessories Industry; Sports Industry; Colorado

2025
Working Paper

Is Love Blind? AI-Powered Trading with Emotional Dividends

By: De-Rong Kong and Daniel Rabetti

We leverage the non-fungible tokens (NFTs) setting to assess the valuation of emotional dividends (LOVE), a long-standing empirical challenge in private-value markets such as art, antiques, and collectibles. Having created and validated our proxy, we use deep learning... View Details

Keywords: NFTs; Non-fungible Tokens; AI and Machine Learning; Valuation; Financial Markets

March 2011
Article

Accounting Scholarship That Advances Professional Knowledge and Practice

By: Robert S. Kaplan

Recent accounting scholarship has used statistical analysis on asset prices, financial reports and disclosures, laboratory experiments, and surveys of practice. The research has studied the interface among accounting information, capital markets, standard setters, and... View Details

Keywords: Corporate Disclosure; Asset Pricing; Risk Management; Surveys; Capital Markets; Measurement and Metrics; Valuation; Fair Value Accounting; Management Analysis, Tools, and Techniques; Financial Reporting

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April 2023 (Revised July 2023)
Case

Fermenting Accounting Problems at Vermont Kombucha Corp.

By: Tatiana Sandino and Marshal Herrmann

Founded in 2005, Vermont Kombucha Corp. (V-Ko) was an early mover in the fledgling U.S. market for kombucha, a drink brewed for its health benefits. Early on, the company captured more than 90% of market share. Under the leadership of its founder and CEO, Joe Williams,... View Details

Keywords: Going Public; Business Model; Financial Reporting; Ethics; Corporate Governance; Stock Shares; Food and Beverage Industry

February 2001 (Revised March 2004)
Case

Ducati & Texas Pacific Group - A "Wild Ride" Leveraged Buyout

Describes the attempt of Texas Pacific Group (TPG), a buyout firm, to purchase a controlling stake in Ducati Motor, the world's leading high-performance motorcycle company, based in Bologna, Italy. Ducati is part of Cagiva Group, a family-controlled industrial group.... View Details

Keywords: Valuation; Leveraged Buyouts; Entrepreneurship; Investment; Manufacturing Industry; Motorcycle Industry; Texas; Italy

October 2022
Exercise

Shanty Real Estate: Updated Confidential Information for Homebuyer

By: Michael Luca, Jesse M. Shapiro and Nathan Sun

Shanty is a simulation in which students inhabit the role of either a traditional home buyer or an iBuyer, both bidding on the same condo. The traditional home buyer has access to a “comp sheet” of similar properties that have recently sold, and has done a walkthrough.... View Details

Keywords: Algorithm; Decision Choices and Conditions; Decision Making; Market Timing; Measurement and Metrics

April 2018
Teaching Note

Formlabs: Selling a New 3D Printer

By: Frank Cespedes

Teaching Note for HBS No. 817-001. Formlabs is a venture that manufactures and sells 3D printers used in a variety of industries and applications. As the young company prepares to ship its latest model, the head of Customer Development is tasked with developing a... View Details

February 2017
Article

The Throne vs. the Kingdom: Founder Control and Value Creation in Startups

By: Noam Wasserman

Does the degree to which founders keep control of their startups affect company value? I argue that founders face a "control dilemma" in which a startup's resource dependence drives a wedge between the startup's value and the founder's ability to retain control of... View Details

Keywords: Founders; Entrepreneurial Management; Value Creation; Governing and Advisory Boards; Entrepreneurship; Business Startups

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