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- All HBS Web
(1,313)
- Faculty Publications (261)
- 2020
- Working Paper
Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach
By: Eva Ascarza
The success of Customer Relationship Management (CRM) programs ultimately depends on the firm's ability to understand consumers' preferences and precisely capture how these preferences may differ across customers. Only by understanding customer heterogeneity, firms can... View Details
Keywords: Customer Management; Targeting; Deep Exponential Families; Probabilistic Machine Learning; Cold Start Problem; Customer Relationship Management; Customer Value and Value Chain; Consumer Behavior; Analytics and Data Science; Mathematical Methods; Retail Industry
Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Harvard Business School Working Paper, No. 19-091, February 2019. (Revised May 2020. Accepted at the Journal of Marketing Research.)
- February 2019 (Revised August 2019)
- Case
Maccabitech: The Promise of Israel's Healthcare Data
By: Scott Duke Kominers and Carin-Isabel Knoop
Dr. Varda Shalev bridges technology and medicine through Maccabitech, a "research and innovation wing" of Israel's Maccabi Healthcare Services (MHS) that partners with research institutions, pharmaceutical companies, and startups. Shalev hopes to scale Maccabitech's... View Details
Keywords: Big Data; Healthcare; Analytics and Data Science; Digital Platforms; Health Care and Treatment; Innovation and Invention; Research; Entrepreneurship; Risk Management; Israel
Kominers, Scott Duke, and Carin-Isabel Knoop. "Maccabitech: The Promise of Israel's Healthcare Data." Harvard Business School Case 819-032, February 2019. (Revised August 2019.)
- January 15, 2019
- Article
Is Your Company's Strategy Aligned with Your Ownership Model?
By: Josh Baron
The legacy of Vanguard founder John Bogle has brought attention to the transformative influence of ownership structures within the business world. Bogle's revolutionary insight into the limitations of active fund management led to the widespread adoption of index... View Details
Keywords: Ownership Type; Business Strategy; Organizational Structure; Strength and Weakness; Competitive Advantage
Baron, Josh. "Is Your Company's Strategy Aligned with Your Ownership Model?" Harvard Business Review (website) (January 15, 2019).
- September 2018
- Case
Granite Equity Partners
By: Victoria Ivashina and Jeffrey Boyar
This case follows Rick Bauerly, CEO of Minnesota-based Granite Equity Partners, a private equity firm that specialized in buying out retiring business owners in the Minnesota community. In 2007, Granite Equity was considering an investment in Tyrell Corp. (name... View Details
Keywords: Private Equity Exit; Investing; Fund Exit; Fund Management; Wealth Management; Liquidity; Buyout; Exit Strategy; Preferred Shares; Convertible Notes; Finance; Private Equity; Investment; Asset Management; Wealth; Management; Financial Liquidity
Ivashina, Victoria, and Jeffrey Boyar. "Granite Equity Partners." Harvard Business School Case 219-040, September 2018.
- September 2018
- Supplement
Advent International: Kroton Investment
By: Victoria Ivashina, Priscilla Zogbi and Ruth Kostas
Keywords: Private Equity; Acquisition; IPO; Valuation; Education; Distance Learning; Turnaround; Growth; Exit; PE; Buyer; Middle-class; Low Income; K-12; Entrepreneur; Family Business; University; College; Consolidation; Fragmentation; Penetration; Value; Shares; Control; Negotiation; Equity; Transaction; Board; Majority; Minority; Post-secondary; Leverage; Campus; Deal; Shareholder; Tag Along
- September 2018
- Case
Advent International: Kroton Investment
By: Victoria Ivashina, Ruth Kostas and Priscilla Zogbi
Keywords: Private Equity; Acquisition; IPO; Valuation; Education; Distance Learning; Turnaround; Growth; Exit; PE; Buyer; Middle-class; Low Income; K-12; Entrepreneur; Family Business; University; College; Consolidation; Fragmentation; Penetration; Value; Shares; Control; Negotiation; Equity; Transaction; Board; Majority; Minority; Post-secondary; Leverage; Campus; Deal; Shareholder; Tag Along; Brazil; Latin America
Ivashina, Victoria, Ruth Kostas, and Priscilla Zogbi. "Advent International: Kroton Investment." Harvard Business School Case 219-035, September 2018.
- June 2018
- Background Note
Introduction to Life Settlements
By: Alexander Braun, Lauren H. Cohen, Christopher J. Malloy and Jiahua Xu
Life insurance is an asset owned by the majority of American adults (61%). Note that this 61% penetration rate is essentially at parity with home ownership (64%) and higher than that of 401(k) retirement account ownership (53%). Life settlements, or life insurance... View Details
Braun, Alexander, Lauren H. Cohen, Christopher J. Malloy, and Jiahua Xu. "Introduction to Life Settlements." Harvard Business School Background Note 218-127, June 2018.
- March 2018 (Revised January 2021)
- Case
China Vanke: Battle for Control (A)
By: Lynn S. Paine, Charles C.Y. Wang, Dawn H. Lau and Anthony K. Woo
In June 2016, the board of China Vanke, one of China’s largest and best-known private residential real estate developers, must vote on a proposed acquisition that is opposed by its largest shareholders, state-owned China Resources Co. and the lesser-known property... View Details
Keywords: China Vanke; China Resources; Hostile Takeover; Board Of Directors; Shareholding Structure; Shareholder Rights; Asset Restructuring; Corporate Governance; Governing and Advisory Boards; Valuation; Business and Shareholder Relations; Real Estate Industry; China
Paine, Lynn S., Charles C.Y. Wang, Dawn H. Lau, and Anthony K. Woo. "China Vanke: Battle for Control (A)." Harvard Business School Case 318-117, March 2018. (Revised January 2021.)
- March 2018
- Supplement
China Vanke: Battle for Control (B)
By: Lynn S. Paine, Charles C.Y. Wang, Dawn H. Lau and Anthony K. Woo
China Resources expresses disagreement over the validity of the results of the board vote as announced by China Vanke. It further raises objections to Vanke's handling of the announcement as well as reiterates its doubts about the strategic rationale of the proposed... View Details
Keywords: China Vanke; China Resources; Hostile Takeover; Board Of Directors; Shareholding Structure; Shareholder Rights; Asset Restructuring; Corporate Governance; Governing and Advisory Boards; Valuation; Business and Shareholder Relations; Real Estate Industry; China
Paine, Lynn S., Charles C.Y. Wang, Dawn H. Lau, and Anthony K. Woo. "China Vanke: Battle for Control (B)." Harvard Business School Supplement 318-118, March 2018.
- March 2018
- Supplement
China Vanke: Battle for Control (C)
By: Lynn S. Paine, Charles C.Y. Wang, Dawn H. Lau and Anthony K. Woo
Baoneng calls for the removal of China Vanke's board of directors, citing as reasons the directors' mishandling of the Shenzhen Metro proposal as well as the company's various breaches of corporate governance requirements. Vanke defends itself against Baoneng's... View Details
Keywords: China Vanke; China Resources; Hostile Takeover; Board Of Directors; Shareholding Structure; Shareholder Rights; Asset Restructuring; Corporate Governance; Governing and Advisory Boards; Valuation; Business and Shareholder Relations; Real Estate Industry; China
Paine, Lynn S., Charles C.Y. Wang, Dawn H. Lau, and Anthony K. Woo. "China Vanke: Battle for Control (C)." Harvard Business School Supplement 318-119, March 2018.
- March 2018 (Revised March 2018)
- Teaching Note
OpenInvest
By: Boris Vallee and Caitlin Reimers Brumme
Founded by a team of hedge fund and NGO alumni, OpenInvest launched its platform in 2015 to enable retail investors to tailor their portfolio to their personal values in an automated way, for instance by screening out weapon manufacturers stocks or overweighting LGBTQ... View Details
- March 2018
- Teaching Note
Making Target the Target: Boycotts and Corporate Political Activity (A) and (B)
By: Nien-hê Hsieh and Victor Wu
Through the challenges facing Target, the case examines the ways in which corporations can become involved in political and legislative debates and processes, ranging from campaign contributions to lobbying. In 2016, Target CEO Brian Cornell must determine how to... View Details
Keywords: Public Opinion; Social Issues; Corporate Social Responsibility and Impact; Mission and Purpose; Problems and Challenges; Laws and Statutes; Rights; Crisis Management; Risk Management; Media; Political Elections; Taxation; Corporate Accountability; Values and Beliefs; Fairness; Diversity; Customers; Communication; Business and Government Relations; Retail Industry; United States
- February 2018 (Revised August 2018)
- Case
OpenInvest
By: Shawn Cole, Boris Vallée and Nicole Tempest Keller
Founded by a team of hedge fund and NGO alumni, OpenInvest launched its platform in 2015 to enable retail investors to tailor their portfolios to their personal values in an automated way, for instance by screening out weapons manufacturers stocks or overweighting... View Details
Keywords: Fintech; Impact Investing; Investment Portfolio; Customization and Personalization; Technological Innovation; Social Issues; Growth and Development Strategy; Business Model; Financial Services Industry
Cole, Shawn, Boris Vallée, and Nicole Tempest Keller. "OpenInvest." Harvard Business School Case 218-064, February 2018. (Revised August 2018.)
- January 2018
- Case
OldTown Berhad
By: Benjamin C. Esty and Greg Saldutte
In December 2017, Jacobs Douwe Egberts (JDE, a Dutch coffee company) made an offer to acquire OldTown Berhad (OTB), a Malaysian coffee company. Three large shareholders, representing more than half of the outstanding shares, have agreed to tender their shares, and... View Details
Keywords: Mergers & Acquisitions; Discounted Cash Flow (DCF); Malaysia; Coffee; Consumer Packaged Goods (CPG); Free Cash Flow (FCF); Multiples; Bidding Premia; Netherlands; Tender Offer; Mergers and Acquisitions; Valuation; Value Creation; Food; Investment Return; Retail Industry; Consumer Products Industry; Food and Beverage Industry; Malaysia; Netherlands; Singapore; Asia
Esty, Benjamin C., and Greg Saldutte. "OldTown Berhad." Harvard Business School Case 218-058, January 2018.
- January 2018
- Supplement
OldTown Berhad
By: Benjamin C. Esty and Greg Saldutte
In December 2017, Jacobs Douwe Egberts (JDE, a Dutch coffee company) made an offer to acquire OldTown Berhad (OTB), a Malaysian coffee company. Three large shareholders, representing more than half of the outstanding shares, have agreed to tender their shares and... View Details
Keywords: Mergers & Acquisitions; Discounted Cash Flow (DCF); Malaysia; Coffee; Consumer Packaged Goods (CPG); Free Cash Flow (FCF); Multiples; Bidding Premia; Netherlands; Tender Offer; Mergers and Acquisitions; Valuation; Value Creation; Food; Investment Return; Retail Industry; Consumer Products Industry; Food and Beverage Industry; Malaysia; Netherlands; Singapore; Asia
- January 2018
- Background Note
Shareholder Value Maximization, Fiduciary Duties, and the Business Judgement Rule: What Does the Law Say?
By: Rebecca Henderson and Tony L He
Henderson, Rebecca, and Tony L He. "Shareholder Value Maximization, Fiduciary Duties, and the Business Judgement Rule: What Does the Law Say?" Harvard Business School Background Note 318-097, January 2018.
- December 2017 (Revised June 2021)
- Case
Tesla's Bid for SolarCity (A)
By: Charles C.Y. Wang and Raaj Zutshi
In October 2016, Tesla asked its shareholders to ratify their $2.4 billion bid for SolarCity. Tesla had announced a series of large projects in the preceding months including the unveiling of the Model 3, the new Solar Roof, and pushing forward the opening of the... View Details
Wang, Charles C.Y., and Raaj Zutshi. "Tesla's Bid for SolarCity (A)." Harvard Business School Case 118-044, December 2017. (Revised June 2021.)
- December 2017 (Revised March 2019)
- Case
Armarium: Luxury Fashion Brands for Rent
By: Jill Avery, David Fubini, Natasha Dossa and Devon Stewart
Armarium, a two-sided online platform that offered consumers the opportunity to rent the most coveted, current season high fashion clothing and accessories from the top global luxury brands, had emerged from its first sales season with two distinct customer segments:... View Details
Keywords: Brand Management; Retailing; Sharing Economy; Luxury Brand; Ecommerce; Startup; Fashion; Brand Positioning; Customer Acquisition; Internet Marketing; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Business Startups; Luxury; Consumer Behavior; Growth and Development Strategy; Social Media; E-commerce; Fashion Industry; Retail Industry; Apparel and Accessories Industry; United States; North America
Avery, Jill, David Fubini, Natasha Dossa, and Devon Stewart. "Armarium: Luxury Fashion Brands for Rent." Harvard Business School Case 518-047, December 2017. (Revised March 2019.)
- Blog Post
Reexamining Staggered Boards and Shareholder Value
By: Alma Cohen and Charles CY Wang
Cohen, Alma, and Charles CY Wang. "Reexamining Staggered Boards and Shareholder Value." Harvard Law School Forum on Corporate Governance (December 13, 2017). https://corpgov.law.harvard.edu/2017/12/13/reexamining-staggered-boards-and-shareholder-value/.
- November 2017 (Revised April 2019)
- Case
Summa Equity: Building Purpose-Driven Organizations
By: George Serafeim and David Freiberg
In 2015, Reynir Indahl left top Nordic private equity firm Altor Equity Partners to found Summa Equity (Summa). After long contemplation following the financial crisis, Indahl was convinced the financial system was producing negative externalities and that the current... View Details
Keywords: Corporate Purpose; ESG; ESG (Environmental, Social, Governance) Performance; Social Impact; Investment Management; Management Practices; Innovation; Voice; Environmental Impact; Private Equity; Social Enterprise; Finance; Capital Markets; Management Practices and Processes; Innovation Leadership; Leadership; Innovation and Management; Entrepreneurship; Mission and Purpose; Value Creation; Financial Services Industry; Norway; Sweden; Scandinavia
Serafeim, George, and David Freiberg. "Summa Equity: Building Purpose-Driven Organizations." Harvard Business School Case 118-028, November 2017. (Revised April 2019.)