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  • November 2018 (Revised March 2019)
  • Case

Mellody Hobson at Ariel Investments

By: Francesca Gino and Lakshmi Ramarajan
In 2018, Mellody Hobson, President of Ariel Investments, the largest minority-owned investment firm in the United States, was considering how best to divide her time and use her position and personal characteristics to push for positive change at her firm and in... View Details
Keywords: Female Protagonist; African-American Protagonist; Investment Management; Leadership; Personal Development and Career; Work-Life Balance; Financial Services Industry; Chicago
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Gino, Francesca, and Lakshmi Ramarajan. "Mellody Hobson at Ariel Investments." Harvard Business School Case 419-041, November 2018. (Revised March 2019.)
  • January 2017
  • Case

Danaher Corporation, 2007–2017

By: John R. Wells and Gabriel Ellsworth
On July 2, 2016, Danaher Corporation completed the spinoff of Fortive Corporation. The previous day, Danaher’s stock price had reached an all-time high. In 2015, Danaher had decided to split off its test and measurement, fuel and fleet management, and automation... View Details
Keywords: Danaher; Fortive; Larry Culp; Beckman Coulter; Pall; Life Sciences; Diagnostics; Environmental Operations; Water Management; Dental; Testing; Measurement; Fuel; Fleet Management; Automation; Toolmaking; Tools; Disease Management; Continuous Improvement; Toyota Production System; Divestiture; Spinoffs; Spin-off; Networks; Acquisition; Mergers and Acquisitions; Business Conglomerates; Business Divisions; Business Subsidiaries; Business Units; Business Growth and Maturation; Business Model; For-Profit Firms; Joint Ventures; Restructuring; Engineering; Chemicals; Construction; Machinery and Machining; Profit; Revenue; Globalized Firms and Management; Multinational Firms and Management; Health; Health Care and Treatment; Health Disorders; Medical Specialties; Business History; Job Cuts and Outsourcing; Business or Company Management; Growth and Development Strategy; Management Analysis, Tools, and Techniques; Management Practices and Processes; Management Succession; Management Systems; Resource Allocation; Market Entry and Exit; Measurement and Metrics; Logistics; Business Processes; Organizational Change and Adaptation; Public Ownership; Problems and Challenges; Science; Genetics; Natural Environment; Wastes and Waste Processing; Science-Based Business; Opportunities; Strategy; Adaptation; Business Strategy; Competition; Competitive Strategy; Competitive Advantage; Consolidation; Corporate Strategy; Diversification; Expansion; Technology; Software; Technology Networks; Technology Platform; Value; Valuation; Aerospace Industry; Auto Industry; Biotechnology Industry; Chemical Industry; Computer Industry; Construction Industry; Consumer Products Industry; Distribution Industry; Electronics Industry; Food and Beverage Industry; Health Industry; Industrial Products Industry; Information Technology Industry; Manufacturing Industry; Medical Devices and Supplies Industry; Pharmaceutical Industry; Retail Industry; Rubber Industry; Semiconductor Industry; Shipping Industry; Technology Industry; Telecommunications Industry; Utilities Industry; United States; District of Columbia
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Wells, John R., and Gabriel Ellsworth. "Danaher Corporation, 2007–2017." Harvard Business School Case 717-464, January 2017.
  • Article

The Inpatient Discharge Lounge as a Potential Mechanism to Mitigate Emergency Department Boarding and Crowding

By: Brian Franklin, Sharif Vakili, Robert S. Huckman, Sarah Hosein, Nicholas Falk, Katherine Cheng, Maria Murray, Sheila Harris, Charles A. Morris and Eric Goralnick
Delayed access to inpatient beds for admitted patients contributes significantly to emergency department (ED) boarding and crowding, which have been associated with deleterious patient safety effects. To expedite inpatient bed availability, some hospitals have... View Details
Keywords: Health Care Delivery; Emergency Room; Operations Improvement; Operations Management; Health Care and Treatment; Service Delivery; Operations; Management; Performance Improvement; Service Operations
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Franklin, Brian, Sharif Vakili, Robert S. Huckman, Sarah Hosein, Nicholas Falk, Katherine Cheng, Maria Murray, Sheila Harris, Charles A. Morris, and Eric Goralnick. "The Inpatient Discharge Lounge as a Potential Mechanism to Mitigate Emergency Department Boarding and Crowding." Annals of Emergency Medicine 75, no. 6 (June 2020): 704–714.
  • 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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Padilla, Nicolas, and Eva Ascarza. "Overcoming the Cold Start Problem of CRM Using a Probabilistic Machine Learning Approach." Journal of Marketing Research (JMR) 58, no. 5 (October 2021): 981–1006.
  • June 2014 (Revised May 2017)
  • Teaching Note

Vision 2020: Takeda and the Vaccine Business

By: John A. Quelch
Keywords: Asia; Healthcare; Pharmaceuticals; Innovation And Management; Health; Innovation and Invention; Strategy; Leadership; Growth and Development; Change; Health Industry; Pharmaceutical Industry; Asia
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Quelch, John A. "Vision 2020: Takeda and the Vaccine Business." Harvard Business School Teaching Note 514-105, June 2014. (Revised May 2017.)
  • December 2015 (Revised February 2016)
  • Case

Ocado

By: José Alvarez, David E. Bell and Damien McLoughlin
In 2015, U.K.-based Ocado was the world's largest pure player in the online home-delivery grocery business and was gaining a growing share of the highly competitive U.K. grocery market. Ocado had made heavy investments in technology, including a highly automated... View Details
Keywords: Ocado; Grocery; Retail; Online Grocery; Supermarket; Delivery Models; Service Models; United Kingdom; Technology; Operations Management; Digital Platforms; Competition; Internet and the Web; Service Operations; Service Delivery; Supply Chain; Marketing; Retail Industry; Food and Beverage Industry; United Kingdom
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Alvarez, José, David E. Bell, and Damien McLoughlin. "Ocado." Harvard Business School Case 516-059, December 2015. (Revised February 2016.)
  • May 2018 (Revised July 2018)
  • Case

EY China (A): Strengthening Presence in a Critical Market

By: Ashish Nanda, Das Narayandas and Lisa Rohrer
Soon after being named regional managing partner for Ernst & Young (EY) China in September 2009, Albert Ng reflects on the enormity of challenges facing EY China. Despite EY Global's commitment to the China practice, EY China’s growth agenda has been reversed, post... View Details
Keywords: Professional Services; International Management; Big Four; Strategy And Execution; Emerging Market; Strategy; Leadership; Global Range; Growth and Development Strategy; Emerging Markets; Accounting Industry; China
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Nanda, Ashish, Das Narayandas, and Lisa Rohrer. "EY China (A): Strengthening Presence in a Critical Market." Harvard Business School Case 718-464, May 2018. (Revised July 2018.)
  • 21 Jul 2008
  • Research & Ideas

Solving the Marketing Resources Allocation Puzzle

combined with more sophisticated methods of analyzing it, provide managers with powerful tools to help them isolate the effects of various marketing instruments. The framework View Details
Keywords: by Sean Silverthorne
  • 2018
  • Working Paper

Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning

By: Xiaojia Guo, Yael Grushka-Cockayne and Bert De Reyck
Problem definition: In collaboration with Heathrow Airport, we develop a predictive system that generates quantile forecasts of transfer passengers’ connection times. Sampling from the distribution of individual passengers’ connection times, the system also produces... View Details
Keywords: Quantile Forecasts; Regression Tree; Copula; Passenger Flow Management; Data-driven Operations; Forecasting and Prediction; Data and Data Sets
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Guo, Xiaojia, Yael Grushka-Cockayne, and Bert De Reyck. "Forecasting Airport Transfer Passenger Flow Using Real-Time Data and Machine Learning." Harvard Business School Working Paper, No. 19-040, October 2018.
  • Teaching Interest

Overview

By: Rob Markey

Managing Service Operations - MBA Elective Curriculum

World-class service organizations deeply understand the needs and behaviors of their customers, and design, manage, and improve their operating models accordingly. This course... View Details

Keywords: Customer Lifetime Value; Customer Centric Initiative; Customer Engagement; Service Management; Service Profit Chain; Service Design; Service Models; Service Excellence; Customer Focus and Relationships; Customer Satisfaction; Customer Value and Value Chain; Service Delivery; Service Operations
  • January 2015
  • Case

The Blonde Salad

By: Anat Keinan, Kristina Maslauskaite, Sandrine Crener and Vincent Dessain
In 2014, Chiara Ferragni, a globe-trotting founder of the world's most popular fashion blog The Blonde Salad, and Riccardo Pozzoli, her co-founder and business partner, had to decide how to best monetize her blog as well as her shoe line called the "Chiara Ferragni... View Details
Keywords: Social Media; Digital Influencers; Fashion Blogger; Brand Authenticity; Digital Marketing; Brands; Start-up; Fashion; Shoe; Chiara Ferragni; Celebrity Endorsement; Celebrity Management; Lifestyle Brand; Digital Brand; New Brand Development; Branding; Instagram; Online Followers; Fashion Blog; Marketing Partnerships; Brand Portfolio; Luxury Brand; Louis Vuitton; Dior; Designer Brands; Authenticity; Luxury; Blogs; Product Positioning; Commercialization; Consolidation; Brands and Branding; Entrepreneurship; Business Model; Fashion Industry; Apparel and Accessories Industry; Publishing Industry
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Keinan, Anat, Kristina Maslauskaite, Sandrine Crener, and Vincent Dessain. "The Blonde Salad." Harvard Business School Case 515-074, January 2015.
  • February 2017 (Revised January 2018)
  • Case

Womenomics in Japan

By: Boris Groysberg, Mayuka Yamazaki, Nobuo Sato and David Lane
This case profiles Prime Minister Shinzo Abe's vigorous attempts to revive Japan's economy, specifically by advocating for a larger role for women in the economy—not as a matter of social policy or gender equity per se, but as an essential element of any solution to... View Details
Keywords: Gender Equality; Japan; Leadership; Government-business Relations; Shinzo Abe; Economic Growth; Aging Society; Womenomics; Abenomics; Labor Market Discrimination; Workplace Culture; Women And Leadership; Change Management; Leading Change; Gender; Business and Government Relations; Growth and Development; Employment; Working Conditions
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Groysberg, Boris, Mayuka Yamazaki, Nobuo Sato, and David Lane. "Womenomics in Japan." Harvard Business School Case 417-002, February 2017. (Revised January 2018.)
  • 2001
  • Working Paper

Bank Capital and Risk Management: Issues for Banks and Regulators

By: Kenneth A. Froot

Banks and financial firms are in the process of evolving away from primary warehousers of risk to diversified originators and distributors of financial services. These changes are important for the way that financial firms think about their needs for economic... View Details

Keywords: Bank Capital And Risk Management; Issues For Banks And Regulators; Risk Management; Governance Compliance; Capital; Banks and Banking; Banking Industry
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Froot, Kenneth A. "Bank Capital and Risk Management: Issues for Banks and Regulators." IFCI Geneva Research Paper, No. 8, April 2001. (International Financial Risk Institute.)
  • May 2024
  • Supplement

HubSpot and Motion AI (B): Generative AI Opportunities

By: Jill Avery
The technologies driving artificial intelligence (AI) had progressed significantly since HubSpot’s acquisition of Motion AI in 2017. Generative AI was the newest major development. Software-as-a-service (SaaS) companies such as HubSpot were analyzing how generative AI... View Details
Keywords: Artificial Intelligence; CRM; Chatbots; Sales Management; Generative Ai; SaaS; Marketing; Sales; AI and Machine Learning; Customer Relationship Management; Applications and Software; Technological Innovation; Competitive Advantage; Technology Industry; United States
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Avery, Jill. "HubSpot and Motion AI (B): Generative AI Opportunities." Harvard Business School Supplement 524-088, May 2024.
  • 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.)
  • 2018
  • Working Paper

Backhanded Compliments: How Negative Comparisons Undermine Flattery

By: Ovul Sezer, Alison Wood Brooks and Michael I. Norton
Seven studies (N = 2352) examine backhanded compliments—seeming praise that draws a comparison with a negative standard—a distinct self-presentation strategy with two simultaneous goals: eliciting liking (“Your speech was good…”) and conveying status (“…for a woman”).... View Details
Keywords: Backhanded Compliments; Self-presentation; Impression Management; Interpersonal Perception; Liking; Status; Image Concern; Interpersonal Communication; Status and Position; Perception; Motivation and Incentives
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Sezer, Ovul, Alison Wood Brooks, and Michael I. Norton. "Backhanded Compliments: How Negative Comparisons Undermine Flattery." Harvard Business School Working Paper, No. 18-082, February 2018.
  • October 2013 (Revised February 2019)
  • Case

Chobani: Growing a Live and Active Culture (Abridged)

By: Joshua D. Margolis and Matthew Preble
Hamdi Ulukaya, CEO of the Greek yogurt company Chobani, Inc., was reflecting on what explained his young company's meteoric rise. The company held over half of the U.S. Greek yogurt market and nearly 20% of the total yogurt market. The company's innovative approach to... View Details
Keywords: Innovation; Culture; Growth Strategy; Growth Management; Yogurt; Innovation Strategy; Leadership; Organizational Culture; Entrepreneurship; Marketing; Growth and Development Strategy; Agribusiness; Manufacturing Industry; Food and Beverage Industry; United States; Canada; Australia
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Margolis, Joshua D., and Matthew Preble. "Chobani: Growing a Live and Active Culture (Abridged)." Harvard Business School Case 414-046, October 2013. (Revised February 2019.)
  • January 2015
  • Case

Marie Trellu-Kane at Unis-Cité: Establishing Youth Service in France

By: Julie Battilana, Michel Anteby and Anne-Claire Pache
Marie Trellu-Kane is trying to decide how Unis-Cité should respond to French President Jacques Chirac's announcement in 2005 of a new national voluntary civil service program. Since 1994, Trellu-Kane and her co-founders had been creating and overseeing a civil service... View Details
Keywords: Expansion; Leadership; Non-profit Management; Government And Business; Growth and Development Strategy; Organizational Design; Business and Community Relations; Business and Government Relations; Social Enterprise; Paris
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Battilana, Julie, Michel Anteby, and Anne-Claire Pache. "Marie Trellu-Kane at Unis-Cité: Establishing Youth Service in France." Harvard Business School Case 415-035, January 2015.
  • March 2014 (Revised March 2015)
  • Case

Samsung Electronics: TV in an Era of Convergence

By: Karim R. Lakhani, Marco Iansiti and Kerry Herman
From the late 1990s to 2006/2007, Samsung Electronics moved from one of 170 TV manufacturers to gain dominant TV market share year over year from 2007-2013. As digital technologies increasingly converged in 2013-2014, the industry faced new questions: What was the... View Details
Keywords: Digital Innovation; Technology; Technology Management; Digital Convergence; Digital Technology; Innovation; Korea; Samsung; Television; Technological Innovation; Information Technology; Innovation and Invention; Innovation Leadership; Innovation and Management; Product Development; Product Design; Electronics Industry; Korean Peninsula; Asia
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Lakhani, Karim R., Marco Iansiti, and Kerry Herman. "Samsung Electronics: TV in an Era of Convergence." Harvard Business School Case 614-034, March 2014. (Revised March 2015.)
  • 2015
  • Other Teaching and Training Material

Marketing Reading: Digital Marketing

By: Sunil Gupta and Joseph Davin
Digital technology has changed how consumers search for information, interact with each other, and buy products. The popularization of these technologies has made it possible for companies to have a better understanding of their customers' decision journey and... View Details
Keywords: Advertising; Buzz Marketing; Internet Marketing; Marketing; Marketing Management; Social Media; Social Networks; Viral Marketing; Word-of-mouth Marketing; Digital; Internet; Marketing Channels; Marketing Reference Programs; Online Advertising; Advertising Industry
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Gupta, Sunil, and Joseph Davin. "Marketing Reading: Digital Marketing." Core Curriculum Readings Series. Boston: Harvard Business Publishing 8224, 2015.
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