Product Portfolio Management - Publications - Faculty & Research - Harvard Business School

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2020
Article

Public Sentiment and the Price of Corporate Sustainability

By: George Serafeim

Combining corporate sustainability performance scores based on environmental, social, and governance (ESG) data with big data measuring public sentiment about a company’s sustainability performance, I find that the valuation premium paid for companies with strong... View Details

Keywords: Sustainability; ESG; ESG (Environmental, Social, Governance) Performance; Investment Management; Investment Strategy; Big Data; Machine Learning; Environment; Environmental Sustainability; Corporate Governance; Performance; Asset Pricing; Investment; Management; Strategy; Human Capital; Public Opinion; Value; Analytics and Data Science

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October 2021
Article

Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach

By: Nicolas Padilla and 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; Programs; Consumer Behavior; Analysis

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October 2011 (Revised March 2012)
Case

AQR's DELTA Strategy

By: Daniel Bergstresser, Lauren Cohen, Randolph B. Cohen and Christopher Malloy

In the summer of 2008, AQR Capital Management was considering the launch of a new hedge fund strategy. The proposed DELTA portfolio would offer investors exposure to a basket of nine major hedge fund strategies. The DELTA strategy would be innovative in two ways.... View Details

Keywords: Investment Portfolio; Investment Funds; Financial Strategy; Financial Services Industry

November 2012
Article

The Organization of Firms Across Countries

By: Nicholas Bloom, Raffaella Sadun and John Van Reenen

We argue that social capital as proxied by trust increases aggregate productivity by affecting the organization of firms. To do this we collect new data on the decentralization of investment, hiring, production, and sales decisions from Corporate Headquarters to local... View Details

Keywords: Decentralization; Social Capital; Theory Of The Firm; Firm Objectives, Organization, And Behavior; Business Economics; Management Of Technological Innovation And R＆D; Technological Change: Choices And Consequences; Diffusion Processes; Organizational Structure; Performance Productivity; Trust; Technology Adoption; Multinational Firms and Management

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18 Apr 2023
Research & Ideas

The Best Person to Lead Your Company Doesn't Work There—Yet

isn’t necessary when looking for the right top executive; industry expertise often counts more. Many of these leaders have previous public-company management experience, and they deliver outsized returns for themselves and the PE-backed... View Details

Keywords: by Rachel Layne; Financial Services

May 2024
Teaching Note

The Meteoric Rise of Skims

By: Ayelet Israeli, Jill Avery and Leonard A. Schlesinger

Teaching Note for HBS Case No. 524-023, "The Meteoric Rise of Skims." View Details

January 2009 (Revised March 2011)
Case

Milliway Capital: Battening Down the Hatches

By: Josh Lerner, G. Felda Hardymon and Ann Leamon

Facing the downturn in late 2008, the partners in a West-Coast venture capital firm are trying to decide how to manage their portfolio companies and whether to make new investments. Not only must they consider the particulars of each company individually, but they must... View Details

Keywords: Financial Crisis; Venture Capital; Financial Management; Investment Portfolio; Financial Services Industry; Western United States

August 2016
Case

S'well: The Mass Market Decision

By: Youngme Moon

This case tells the story of how Sarah Kauss, a young female entrepreneur, built a premium water bottle brand from scratch. After having built a high-end brand, the key decision in the case is whether to begin expanding the S'well product portfolio to the mass market. View Details

Keywords: Brands and Branding; Marketing; Business Startups; Entrepreneurship; Distribution; Strategy; United States

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

Eva J. Sudol

Eva Sudol is a Senior Lecturer in the Finance Unit at HBS, teaching Finance 1 in the required curriculum of the MBA program. She is also a Retired Partner at the Capital Group, a global investment management company, where she worked from 1994 – 2023 as an... View Details

December 2002 (Revised June 2003)
Case

Vignette: The Rebar Dilemma

By: G. Felda Hardymon, Josh Lerner and Ann Leamon

Martin Smith, a new associate at an LBO firm, must respond to a problem posed by his boss, based on an historical deal that suddenly came undone. After months of negotiation, his firm's plan to buy a bankrupt competitor of one of its portfolio companies and close it... View Details

Keywords: Leveraged Buyouts; Insolvency and Bankruptcy; Competition; Growth and Development Strategy; Business or Company Management

September 2005 (Revised May 2006)
Case

Teradyne Corporation: The Jaguar Project

By: Francesca Gino and Gary P. Pisano

Teradyne, a leading manufacturer of semiconductor test equipment, embarked on a multiyear effort to improve its product development capabilities and to implement more formalized project management approaches. Examines the development of a new-generation tester that... View Details

Keywords: Projects; Management; Product Development; Information Infrastructure; Applications and Software; Groups and Teams; Business or Company Management; Research and Development; Problems and Challenges; Semiconductor Industry; United States

Spring 2014
Article

Attracting Long-Term Investors Through Integrated Thinking and Reporting: A Clinical Study of a Biopharmaceutical Company

By: Andrew Knauer and George Serafeim

Faced with a large percentage of investors that chase short-term returns, companies could benefit by attracting investors with longer-term horizons and incentives that are more consistent with the long-term strategy of the company. The managers of most companies take... View Details

Keywords: Investing; Asset Management; Long-term Investing; Short-termism; Sustainability; Integrated Reporting; Leadership & Corporate Accountability; Pharmaceuticals; Leadership; Integrated Corporate Reporting; Investment; Business and Stakeholder Relations; Corporate Finance; Biotechnology Industry; Pharmaceutical Industry

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February 2015 (Revised June 2016)
Case

AltSchool: School Reimagined

By: John J-H Kim, Kyla Wilkes and Christine S. An

Max Ventilla and his team launches in 2013 AltSchool, a new network of tech-savvy independent K-8 "micro-schools." AltSchool is born out of Ventilla's frustration with the education options available for his young daughter. During his search, Ventilla comes to the... View Details

Keywords: Education Technology; School Models; Product Development; Entrepreneurship; Talent Development And Retention; Social Impact Investment; Information Technology; Business Model; Education; Business Startups; Customization and Personalization; Growth and Development Strategy; Education Industry; United States

November 2017 (Revised October 2018)
Case

Brandless: Disrupting Consumer Packaged Goods

Brandless, an online direct-to-consumer seller of upscale private-label consumer packaged goods, offered consumers a limited assortment of values-conscious products delivered directly to their homes with the simplicity of one fixed $3 price point that promised an... View Details

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

April 2023
Case

Drive Capital: A New Road for Venture

By: Paul A. Gompers and Alicia Dadlani

Founded by two former Sequoia Capital partners, Columbus-Ohio-based Drive Capital’s mission was to build a world-class venture capital firm in the middle of the U.S., an area historically overlooked by VCs. Drive faced early challenges of attracting investors, sourcing... View Details

Keywords: Venture Capital; Business Startups; Entrepreneurship; Investment; Business Strategy; Financial Services Industry; Biotechnology Industry; United States; Ohio

August 2001 (Revised April 2005)
Case

Surface Logix

By: Joseph B. Lassiter III, Michael J. Roberts and Kim Slack

Describes a start-up in the field of nano technology--very small physical structures measured in the billionths of a meter. The company, Surface Logix, has assembled a portfolio of intellectual property and completed some of the R&D work required to develop actual... View Details

Keywords: Business Startups; Research and Development; Marketing Strategy; Product Marketing; Product Development; Intellectual Property; Investment Portfolio

March 2003 (Revised March 2004)
Case

P&G Japan: The SK-II Globalization Project

By: Christopher A. Bartlett

Traces changes in P&G's international strategy and structure, culminating in Organization 2005, a reorganization that places strategic emphasis on product innovation rather than geographic expansion and shifts power from local subsidiary to global business management.... View Details

Keywords: Business Subsidiaries; Trade; Globalization; Global Strategy; Innovation Strategy; Business or Company Management; Consumer Products Industry; Consumer Products Industry; Hong Kong; Japan; Taiwan; Europe

May 2012 (Revised September 2012)
Case

HTC Corp. in 2012

By: David B. Yoffie, Juan Alcacer and Renee Kim

After 15 years of remarkable achievements, Taiwan-based HTC Corp. faced difficult times by 2012. CEO Peter Chou, who drove HTC's transformation from an unknown manufacturer of PDAs for other companies to a well-known global player in smartphones, faced an uncertain and... View Details

Keywords: Corporate Social Responsibility; Telecommunications; Brand Management; Economies Of Scale And Scope; Market Positioning; Intellectual Property Management; Technological Innovation; Information Infrastructure; Competitive Strategy; Innovation and Invention; Patents; Product Positioning; Telecommunications Industry; Taiwan

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