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  • 13 Nov 2012
  • First Look

First Look: November 13

ignores the implications of past successes when valuing future innovation. We show that two firms that invest the exact same in research and development (R&D) can have quite divergent, but predictably divergent, future paths. Our... View Details
Keywords: Sean Silverthorne
  • 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
Citation
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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.)
  • December 2022
  • Case

To Feed the Planet: Juan Luciano at ADM

By: Joshua D. Margolis, David E. Bell, Damien McLoughlin, Stacy Straaberg and James Weber
In December 2022, Juan Luciano, Chairman and CEO of agribusiness and nutrition giant ADM, considered the next phase of the historic company’s future. Beginning in 2011 when he joined as COO and moving into his tenure as CEO in 2015, Luciano led a transformation of ADM... View Details
Keywords: Agriculture; Leadership; Agribusiness; Acquisition; Business Units; Customer Focus and Relationships; Customer Value and Value Chain; Forecasting and Prediction; Capital; Cash; Cost of Capital; Cost Management; Profit; Food; Global Range; Innovation Strategy; Leadership Development; Leadership Style; Leading Change; Growth and Development Strategy; Risk Management; Organizational Culture; Organizational Structure; Strategic Planning; Risk and Uncertainty; Adaptation; Business Strategy; Corporate Strategy; Vertical Integration; Value Creation; Transformation; Agriculture and Agribusiness Industry; Energy Industry; United States; Chicago
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Margolis, Joshua D., David E. Bell, Damien McLoughlin, Stacy Straaberg, and James Weber. "To Feed the Planet: Juan Luciano at ADM." Harvard Business School Case 423-060, December 2022.
  • 10 Nov 2003
  • Research & Ideas

Globalization: The Strategy of Differences

how much to adapt a business model is certainly important for extracting value from international operations. But to focus exclusively on the tension between global scale economies and local considerations is a mistake, for it blinds... View Details
Keywords: by Pankaj Ghemawat
  • 22 May 2017
  • Lessons from the Classroom

A Luxury Industry Veteran Teaches the Importance of Aesthetics to Budding Business Leaders

Business of Aesthetics to second-year MBA students and select applicants from Harvard’s Graduate School of Design. The course looks at the role of aesthetics in strategy, organizational structure, succession planning, and investment allocations—and considers ways in... View Details
Keywords: by Carmen Nobel; Beauty & Cosmetics; Apparel & Accessories; Auto; Tourism
  • 12 May 2020
  • Research & Ideas

It’s Time To Relaunch Your Remote Team

by offering input, asking questions, and responding to others based on their experience working together thus far. In the relaunch session, the team can discuss how business goals and strategy may have changed in light of the pandemic. Perhaps customers’ needs have... View Details
Keywords: by Tsedal Neeley
  • November 2017
  • Teaching Note

Amazon.com, 2016

By: John R. Wells and Gabriel Ellsworth
Teaching Note for HBS No. 716-402. On January 28, 2016, Amazon announced record 2015 operating profits of $2.2 billion on $107 billion of sales, and the markets responded with cautious optimism. For years, founder and CEO Jeffrey Bezos had prioritized growth and... View Details
Keywords: Strategic Analysis; Retail; E-commerce; Amazon; 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; Market Platforms; Two-Sided Platforms; Competition; Internet; Corporate Strategy; Online Advertising; 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; Hardware; Information Technology; Mobile Technology; Online Technology; Technology Networks; Technology Platform; Web; Web Sites; Price; 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
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Wells, John R., and Gabriel Ellsworth. "Amazon.com, 2016." Harvard Business School Teaching Note 718-441, November 2017.
  • 03 Jan 2017
  • First Look

January 3, 2017

exists—within which any mutually acceptable deals fall—and, if it does, where such a zone is located. In tandem with its value in practice, BATNA has become a wildly successful acronym (with over 17 million Google results). Yet the... View Details
Keywords: Carmen Nobel
  • January 2021 (Revised April 2022)
  • Case

Best Buy's Corie Barry: Confronting the COVID-19 Pandemic

By: William W. George and Amram Migdal
This case examines the leadership of Corie Barry, the new CEO of Best Buy, with a focus on actions the company took in 2020 to adapt to the COVID-19 pandemic. The case includes a history of Best Buy’s strategy and leadership, including the transitions between the... View Details
Keywords: COVID-19 Pandemic; Change; Disruption; Volatility; Communication; Competency and Skills; Customers; Decision Making; Ethics; Fairness; Moral Sensibility; Values and Beliefs; Finance; Cash Flow; Financial Condition; Financial Liquidity; Goods and Commodities; Corporate Governance; Health Pandemics; Human Resources; Executive Compensation; Employees; Employee Relationship Management; Resignation and Termination; Retention; Selection and Staffing; Innovation and Invention; Jobs and Positions; Job Cuts and Outsourcing; Job Design and Levels; Job Interviews; Job Offer; Labor; Employment; Human Capital; Working Conditions; Law; Leadership; Leadership Development; Leadership Style; Management; Business or Company Management; Crisis Management; Growth and Development Strategy; Management Practices and Processes; Management Style; Management Succession; Management Systems; Management Teams; Risk Management; Operations; Distribution; Order Taking and Fulfillment; Logistics; Service Delivery; Service Operations; Supply Chain; Organizations; Corporate Social Responsibility and Impact; Organizational Change and Adaptation; Outcome or Result; Personal Development and Career; Retirement; Work-Life Balance; Planning; Strategic Planning; Problems and Challenges; Relationships; Business and Community Relations; Labor and Management Relations; Risk and Uncertainty; Safety; Science; Strategy; Retail Industry; North and Central America; United States; Minnesota
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George, William W., and Amram Migdal. "Best Buy's Corie Barry: Confronting the COVID-19 Pandemic." Harvard Business School Case 321-073, January 2021. (Revised April 2022.)
  • 17 Jan 2012
  • First Look

First Look: January 17

its no-frills offering. LAN came to that insight by analyzing the major assets that the models share and the compatibility of the models' operational resources and capabilities. It recognized that the more the models have in common, the more likely they are to generate... View Details
Keywords: Sean Silverthorne
  • November 2020 (Revised February 2021)
  • Case

Integrating Beam Suntory (A)

By: David G. Fubini, Rawi Abdelal and David Lane
The spring 2014 acquisition of U.S. alcoholic spirits maker Beam Inc. by Japan’s Suntory Holdings vaulted Suntory from 15th to third-largest international spirits company in the world. Yet Suntory had borrowed nearly the entire $16 billion purchase price, and relied on... View Details
Keywords: Family Business; Communication; Borrowing and Debt; Globalization; Corporate Governance; Governing and Advisory Boards; Retention; Leadership; Supply Chain; Organizational Structure; Ownership; Relationships; Conflict and Resolution; Integration; Value Creation; Food and Beverage Industry; Japan; United States; Chicago
Citation
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Fubini, David G., Rawi Abdelal, and David Lane. "Integrating Beam Suntory (A)." Harvard Business School Case 421-003, November 2020. (Revised February 2021.)
  • 10 Oct 2011
  • Research & Ideas

Retailing Revolution: Category Killers on the Brink

2011. In the early 2000s, e-commerce was seen as a threat to entire store formats such as grocery, music, and toy stores. But as consumer behavior evolved over the last decade and as supply chains improved, it became apparent that the... View Details
Keywords: by Rajiv Lal & Jose B. Alvarez; Retail
  • 09 Sep 2015
  • Research & Ideas

Leadership Lessons of the Great Recession: Options for Economic Downturns

customer demand. CUTTING EXPENSES AND PAYING BONUSES In addition to furloughs, the Honeywell leaders cut production and financial expenses, focusing on efficiencies in managing their supply chains and reducing inventories, material costs,... View Details
Keywords: by Sandra Sucher & Susan Winterberg; Aerospace; Electronics
  • 03 Feb 2016
  • Research & Ideas

The State of Customer Service Leadership

Breakthrough Service is Different.” What is your definition of breakthrough service, and why is it different? Sasser: Breakthrough services are those that provide extraordinary results and a high-quality experience for customers and employees alike, high View Details
Keywords: by Jim Aisner; Retail
  • 20 Mar 2000
  • Research & Ideas

Incubators: The New Venture Capitalists?

They're attracting the attention of venture capital firms, who are starting their own "venture catalyst" experiments. They're catching the eye of potential startups, looking for ways to get to market faster and with more value... View Details
Keywords: by Kenneth Liss
  • 02 Jul 2013
  • First Look

First Look: July 2

that the choices a VC makes when negotiating can contain important clues about her assessments and expectations. Above all, when you're negotiating with a VC, think not only about what will look good in a press release today but also about what will help you create and... View Details
Keywords: Anna Secino
  • 01 Jul 2019
  • Research & Ideas

The Airbnb Lesson for Startups? Success Takes More Than Technology

Airbnb started looking at the customer value chain and what else people might want while staying in somebody else's house, like activities to do or places to eat. Travelers might spend $1,000 to $2,000 a... View Details
Keywords: by Danielle Kost; Travel; Tourism
  • 2003
  • Class Lecture

Why Customers Matter

By: W. Earl Sasser Jr.
Keywords: Customer Value and Value Chain
Citation
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Sasser, W. Earl, Jr. "Why Customers Matter." Boston: Harvard Business School Publishing Class Lecture, 2003. Electronic. (Faculty Lecture: HBSP Product Number 1490C.)
  • November 2000
  • Case

Clust.com: Dream More and Pay Less

Clust is a French group-buying Web site. Instead of marketing products to consumers, Clust is marketing aggregated consumer demands to manufacturers. Consequently, beyond the usual act of choosing among predefined alternatives, consumers are expected to bring up their... View Details
Keywords: Customer Value and Value Chain; Marketing
Citation
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Wathieu, Luc R. "Clust.com: Dream More and Pay Less." Harvard Business School Case 501-047, November 2000.
  • 01 Jun 2020
  • What Do You Think?

Will Challenged Amazon Tweak Its Retail Model Post-Pandemic?

the most interest: “The value of diversification is as true for supply chains as it is for investment portfolios Amazon is just the topic of the article but the same could be said for digital platforms that... View Details
Keywords: by James Heskett; Retail
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