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September 2006 (Revised April 2007)
Case

Tim Keller at Katzenbach Partners LLC (A)

By: Boris Groysberg, Christopher Marquis and Ayesha Kanji

Tracks of the first 6 months of a recent MBA grad, Tim Keller, at Katzenbach Partners, a boutique consulting firm focused on organizational change and strategy. Covers how Keller initially struggles with his assignment and ends with a question of whether or not he... View Details

Keywords: Management; Organizational Change and Adaptation; Personal Development and Career; Work-Life Balance; Projects; Situation or Environment; Strategy

06 Aug 2015
News

How to make your pricing attractive – and fair

31 Mar 2010
Working Paper Summaries

When Open Architecture Beats Closed: The Entrepreneurial Use of Architectural Knowledge

Keywords: by Carliss Y. Baldwin

2025
Working Paper

Balancing Engagement and Polarization: Multi-Objective Alignment of News Content Using LLMs

By: Mengjie Cheng, Elie Ofek and Hema Yoganarasimhan

We study how media firms can use LLMs to generate news content that aligns with multiple objectives—making content more engaging while maintaining a preferred level of polarization/slant consistent with the firm’s editorial policy. Using news articles from The New York... View Details

Keywords: Large Language Models; Content Creation; Media; Polarization; Generative Ai; Direct Preference Optimization; AI and Machine Learning; News; Perspective; Digital Marketing; Policy; Media and Broadcasting Industry

September 2022
Background Note

On CUE: The Quest for Optimal Customer Unit Economics

By: Elie Ofek, Barak Libai and Eitan Muller

Startups are often evaluated by how well they perform on unit economics, defined as the ratio of a customer’s lifetime value (LTV) to acquisition costs (CAC). A common target for unit economics, advocated by many VCs and analysts, is 3:1 (i.e., LTV/CAC=3). While there... View Details

Keywords: Unit Economics; Business Startups; Performance Evaluation; Customer Value and Value Chain; Customer Relationship Management; Analysis

2023
Working Paper

The Customer Journey as a Source of Information

By: Nicolas Padilla, Eva Ascarza and Oded Netzer

In the face of heightened data privacy concerns and diminishing third-party data access, firms are placing increased emphasis on first-party data (1PD) for marketing decisions. However, in environments with infrequent purchases, reliance on past purchases 1PD... View Details

Keywords: Customer Journey; Privacy; Consumer Behavior; Analytics and Data Science; AI and Machine Learning; Customer Focus and Relationships

August 2016
Case

VMD Medical Imaging Center

By: Susanna Gallani and Eva Labro

VMD Medical Imaging Center, a local independent provider of medical imaging services, is facing some important challenges. Despite efficiency improvements and cost cutting initiatives carried out over the past few years, their profitability is shrinking; their prices... View Details

Keywords: Costing; Death Spiral; Transfer Pricing; Activity Based Costing and Management; Competitive Strategy; Medical Specialties; Health Industry

2010
Book

The Comingled Code: Open Source and Economic Development

By: Josh Lerner and Mark Schankerman

Discussions of the economic impact of open source software often generate more heat than light. Advocates passionately assert the benefits of open source, while critics decry its effects. Missing from the debate is rigorous economic analysis and systematic... View Details

Keywords: Development Economics; Economic Growth; Policy; Government and Politics; Open Source Distribution; Software

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March 2009 (Revised July 2010)
Case

State Street Corporation

By: William E. Fruhan

To maximize their effectiveness, color cases should be printed in color. State Street Corp. reports a 13% gain in EPS in 2008 amidst a global financial crisis. The stock price declines 59% on the day of the earnings report. This one day decline was exceeded in the... View Details

Keywords: Fair Value Accounting; Financial Reporting; Financial Crisis; Financial Liquidity; Financial Markets; Crisis Management; Financial Services Industry

August 2007 (Revised February 2008)
Case

Pinnacle Ventures

By: Michael J. Roberts, William A. Sahlman and Elizabeth Kind

Describes a prospective "venture debt" loan to a new venture from the perspective of Patrick Lee, a principal at Pinnacle Ventures. Forces students to grapple with the nature of financial risk in the start-up firm and assess the prospective risks and returns to a... View Details

Keywords: Risk and Uncertainty; Venture Capital; Investment Return; Business Startups; Financial Services Industry

2012
Working Paper

'Power from Sunshine': A Business History of Solar Energy

By: Geoffrey Jones and Loubna Bouamane

This working paper provides a longitudinal perspective on the business history of solar energy between the nineteenth century and the present day. It covers early attempts to develop solar energy, the use of passive solar in architecture before World War 2, and the... View Details

Keywords: Renewable Energy; Business History; Policy; Entrepreneurship; Innovation and Invention; Business Model; Energy Industry

August 2015 (Revised June 2021)
Case

Amazon.com, 2021

By: John R. Wells, Benjamin Weinstock, Gabriel Ellsworth and Galen Danskin

In February 2021, Amazon announced 2020 operating profits of $22,899 million, up from $2,233 million in 2015, on sales of $386 billion, up from $107 billion five years earlier (see Exhibit 1). The shareholders expressed their satisfaction (see Exhibit 2), but not all... View Details

Keywords: Strategic Analysis; Retail; E-commerce; Amazon; Internet; Amazon.com; AmazonFresh; Jeff Bezos; Cloud Computing; Marketplaces; Streaming; E-reader Market; Digital Media; Mobile App; Online Retail; Shipping; Database; Tablet; Kindle; Kindle Fire; Smartphone; Delivery; Digital Platforms; Competition; Internet and the Web; Corporate Strategy; Digital Marketing; Business Growth and Maturation; Business Model; Business Organization; For-Profit Firms; Film Entertainment; Games, Gaming, and Gambling; Music Entertainment; Television Entertainment; Profit; Revenue; Global Strategy; Multinational Firms and Management; Taxation; Business History; Human Resources; Resignation and Termination; Books; Human Capital; Working Conditions; Business or Company Management; Goals and Objectives; Growth and Development Strategy; Growth Management; Management Practices and Processes; Industry Growth; Industry Structures; Media; Distribution; Distribution Channels; Order Taking and Fulfillment; Infrastructure; Logistics; Product Development; Supply Chain; Supply Chain Management; Organizational Culture; Public Ownership; Work-Life Balance; Problems and Challenges; Labor and Management Relations; Strategy; Adaptation; Business Strategy; Competitive Strategy; Diversification; Expansion; Integration; Horizontal Integration; Vertical Integration; Information Infrastructure; Information Technology; Mobile and Wireless Technology; Price; Applications and Software; Marketing; Marketing Strategy; Working Capital; Customer Focus and Relationships; Customer Value and Value Chain; Retail Industry; Advertising Industry; Distribution Industry; Electronics Industry; Entertainment and Recreation Industry; Information Technology Industry; Manufacturing Industry; Motion Pictures and Video Industry; Music Industry; Publishing Industry; Shipping Industry; Technology Industry; Video Game Industry; Web Services Industry; United States; Washington (state, US); Seattle

10 Feb 2022
Research & Ideas

Why Are Prices So High Right Now—and Will They Ever Return to Normal?

70 large retailers using PriceStats, a firm Cavallo co-founded in 2010. In all, researchers examined nearly 2 million products sold online and in brick-and-mortar stores in seven countries, including more than 777,000 in the United... View Details

Keywords: by Rachel Layne

Web

Technology & Innovation - Faculty & Research

Technology & Innovation Technology & Innovation December 2014 Article The Distinct Effects of Information Technology and Communication Technology on Firm Organization By: Nicholas Bloom, Luis Garicano, Raffaella Sadun and John Van Reenen... View Details

2019
Chapter

International Business and Emerging Markets in Historical Perspective

By: Geoffrey Jones

This chapter examines international business in emerging markets over the long run. It shows how the strategies of Western multinationals evolved over time. In the first era of globalization in the 19th century, Western firms sought access to resources, and they faced... View Details

Keywords: Emerging Markets; Business History; Multinational Firms and Management; Globalization

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Web

Japan - Global

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... View Details

February 2021 (Revised June 2021)
Case

Brainlab: Imaging a MedTech Future

By: Regina E. Herzlinger, Gregory P. Licholai and Federica Gabrieli

Can Brainlab, a privately held firm, compete with giants like Medtronic and Amazon in delivering the Digital Operating Room of the future? The CEO is pondering solutions for secure exchange of medical information, pricing a new robotic imaging device, and reorganizing... View Details

December 2019 (Revised October 2020)
Background Note

Income Inequity and Income Inequality

By: Ethan Rouen and Akari Furukawa

This research note provides an understanding of income inequity, which is a component of broader income inequality. It begins by describing the difference between inequality and inequity before examining inequity within the workplace. Using the firm as the unit of... View Details

Keywords: Income Inequity; Income; Equality and Inequality

March 2015
Case

Tim Keller at Katzenbach Partners LLC (A) (Abridged)

By: Boris Groysberg and James Weber

Tracks the first six months of a recent MBA grad, Tim Keller, at Katzenbach Partners, a boutique consulting firm focused on organizational change and strategy. Covers how Keller initially struggles with his assignment and ends with a question of whether or not he... View Details

Keywords: Interpersonal Relations; Organization Behavior; Superior ＆ Subordinate; Managing Projects; Informal Organization; Consulting; Professional Services; Leadership; Work-Life Balance; Decision Choices and Conditions; Organizations; Rank and Position; Product Development; Service Industry; Consulting Industry

October 1994
Background Note

Note on the Confrontation Strategy

Because of the emergence of the lean enterprise (a Japanese innovation), the nature of competition has changed. Competitive advantages are virtually impossible to sustain; instead of avoiding competition through creating sustainable competitive advantage, companies... View Details

Keywords: Competitive Strategy

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