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  • All HBS Web  (3,539)
    • People  (9)
    • News  (720)
    • Research  (2,170)
    • Events  (38)
    • Multimedia  (28)
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  • 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.
  • May 16, 2016
  • Article

Food Safety Economics: The Cost of a Sick Customer

By: Dina Gerdeman and John A. Quelch
Chipotle Mexican Grill’s ongoing struggle to win customers back months after a contaminated food crisis highlights the challenges companies face with keeping food safe.

Chipotle has seen its shares tumble and recently reported its first-ever quarterly loss... View Details
Keywords: Food Safety; Organic Food; Supply Chain Management; Globalization Of Food Business; Mérieux NutriSciences: Marketing Food Safety Testing; Food Safety Modernization Act 2011; Plant-Based Agribusiness; Transition; Economic Systems; Food; Health; Supply and Industry; Logistics; Practice; Problems and Challenges; Quality; Safety; Business Strategy; Corporate Strategy; Customization and Personalization; Agriculture and Agribusiness Industry; Consumer Products Industry; Food and Beverage Industry; Insurance Industry; Public Administration Industry; Public Relations Industry; Retail Industry; Service Industry; Mexico; North America; United States; Canada
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Gerdeman, Dina, and John A. Quelch. "Food Safety Economics: The Cost of a Sick Customer." Harvard Business School Working Knowledge (May 16, 2016).
  • August 2019
  • Case

ClearScore, 2018

By: John R. Wells and Benjamin Weinstock
In October 2017, Experian, one of the “Big Three” consumer credit reporting agencies in the United Kingdom made an offer to acquire ClearScore for a total consideration of £293 million. Founded by Justin Basini, Dan Cobley, and Nigel Morris in 2014, ClearScore was the... View Details
Keywords: Fintech; Financial Services; Credit Card; Credit Scores; Startup; Start-up; Startup Financing; Startup Marketing; "Marketing Analytics"; Regulation; Lending; Television Advertising; Entrepreneur; Entrepreneurial Mindset; Entrepreneurial Ventures; Entrepreneurs; Global Business; Rapid Growth Stage; Risk; Net Present Value; Testing; Testing Strategy; Geographies; Mergers & Acquisitions; Finance; Strategy; Credit; Business Startups; Entrepreneurship; Expansion; Mergers and Acquisitions; Financial Services Industry; United Kingdom; South Africa
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Wells, John R., and Benjamin Weinstock. "ClearScore, 2018." Harvard Business School Case 720-369, August 2019.
  • October 2016 (Revised February 2019)
  • Module Note

Strategy Execution Module 5: Building a Profit Plan

By: Robert Simons
This module reading describes how to build a profit plan to reflect the strategy of a business in economic terms. After introducing the profit wheel, cash wheel, and ROE wheel, the module illustrates how to use a profit plan to assess the viability of different... View Details
Keywords: Management Control Systems; Implementing Strategy; Execution; Profit Planning; Cash Flow Analysis; Asset Utilization; Return On Equity; Business Planning; Testing Strategy; Analyzing Strategic Alternative; Strategy; Asset Management; Cash Flow; Investment Return; Management Systems; Profit
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Simons, Robert. "Strategy Execution Module 5: Building a Profit Plan." Harvard Business School Module Note 117-105, October 2016. (Revised February 2019.)
  • September 2020 (Revised June 2023)
  • Exercise

Artea: Designing Targeting Strategies

By: Eva Ascarza and Ayelet Israeli
This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The... View Details
Keywords: Algorithmic Data; Race And Ethnicity; Experimentation; Promotion; "Marketing Analytics"; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analytics; Data Analysis; E-Commerce Strategy; Discrimination; Targeted Advertising; Targeted Policies; Targeting; Pricing Algorithms; A/B Testing; Ethical Decision Making; Customer Base Analysis; Customer Heterogeneity; Coupons; Algorithmic Bias; Marketing; Race; Gender; Diversity; Customer Relationship Management; Marketing Communications; Advertising; Decision Making; Ethics; E-commerce; Analytics and Data Science; Retail Industry; Apparel and Accessories Industry; United States
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Ascarza, Eva, and Ayelet Israeli. "Artea: Designing Targeting Strategies." Harvard Business School Exercise 521-021, September 2020. (Revised June 2023.)
  • January 2019 (Revised February 2024)
  • Teaching Note

Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing

By: Ayelet Israeli
Teaching Note for HBS No. 519-011. As its Series A extension round approaches, the founders of Hubble, a subscription-based, social-media fueled, direct-to-consumer (DTC) brand of contact lenses, are reflecting on the marketing strategies that have taken them to a... View Details
Keywords: DTC; Direct To Consumer Marketing; Health Care; Mobile; Attribution; Experimentation; Experiments; Churn/retention; Customer Lifetime Value; Internet Marketing; Big Data; Analytics; A/B Testing; CRM; Advertising; Marketing; Marketing Channels; Marketing Strategy; Media; Brands and Branding; Marketing Communications; Digital Marketing; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; Consumer Behavior; Social Media; E-commerce
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Israeli, Ayelet. "Hubble Contact Lenses: Data Driven Direct-to-Consumer Marketing." Harvard Business School Teaching Note 519-056, January 2019. (Revised February 2024.)
  • November 2016 (Revised April 2017)
  • Case

Basecamp: Pricing

By: Frank Cespedes and Robb Fitzsimmons
A data analyst at Basecamp is evaluating the results of pricing research and its potential implications for the venture’s latest version of its project management software product. View Details
Keywords: Pricing; Entrepreneurial Management; Data Analysis; Marketing; Customer Acquisition; Customer Retention; Value Proposition; Sales Management; Product Management; Market Research; Life Time Value; Testing; Entrepreneurship; Analytics and Data Science; Customers; Value; Sales; Product Marketing; United States
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Cespedes, Frank, and Robb Fitzsimmons. "Basecamp: Pricing." Harvard Business School Case 817-067, November 2016. (Revised April 2017.)
  • February 2024
  • Module Note

Data-Driven Marketing in Retail Markets

By: Ayelet Israeli
This note describes an eight-class sessions module on data-driven marketing in retail markets. The module aims to familiarize students with core concepts of data-driven marketing in retail, including exploring the opportunities and challenges, adopting best practices,... View Details
Keywords: Data; Data Analytics; Retail; Retail Analytics; Data Science; Business Analytics; "Marketing Analytics"; Omnichannel; Omnichannel Retailing; Omnichannel Retail; DTC; Direct To Consumer Marketing; Ethical Decision Making; Algorithmic Bias; Privacy; A/B Testing; Descriptive Analytics; Prescriptive Analytics; Predictive Analytics; Analytics and Data Science; E-commerce; Marketing Channels; Demand and Consumers; Marketing Strategy; Retail Industry
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Israeli, Ayelet. "Data-Driven Marketing in Retail Markets." Harvard Business School Module Note 524-062, February 2024.
  • December 2011 (Revised July 2013)
  • Background Note

Hypothesis-Driven Entrepreneurship: The Lean Startup

By: Thomas Eisenmann, Eric Ries and Sarah Dillard
Firms that follow a hypothesis-driven approach to evaluating entrepreneurial opportunity are called "lean startups." Entrepreneurs in these startups translate their vision into falsifiable business model hypotheses, then test the hypotheses using a series of "minimum... View Details
Keywords: Entrepreneurship; Business Startups
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Eisenmann, Thomas, Eric Ries, and Sarah Dillard. "Hypothesis-Driven Entrepreneurship: The Lean Startup." Harvard Business School Background Note 812-095, December 2011. (Revised July 2013.)
  • October 2008
  • Case

Diagnostic Genomics

By: Regina E. Herzlinger and Mark P. Allyn
Should this gene detection firm enter the business of providing tests for the detection of genetic diseases? If so, how should it prioritize the tests it could develop? View Details
Keywords: Health Testing and Trials; Market Entry and Exit; Product Development; Genetics; Strategy; Health Industry; Medical Devices and Supplies Industry
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Herzlinger, Regina E., and Mark P. Allyn. "Diagnostic Genomics." Harvard Business School Case 309-040, October 2008.
  • September 2021
  • Article

Perceptions on Undertaking Regular Asymptomatic Self-testing for COVID-19 Using Lateral Flow Tests: A Qualitative Study of University Students and Staff

By: Marta Wanat, Mary Logan, Jennifer A. Hirst, Charles Vicary, Joseph J. Lee, Rafael Perera, Irene Tracey, Gordon Duff, Peter Tufano, Thomas Fanshawe, Lazaro Mwandigha, Brian D. Nicholson, Sarah Tonkin-Crine and Richard Hobbs
Objectives: Successful implementation of asymptomatic testing programmes using lateral flow tests (LFTs) depends on several factors, including feasibility, acceptability and how people act on test results. We aimed to examine experiences of university students... View Details
Keywords: COVID-19; Self-testing; Health Pandemics; Health Testing and Trials; Behavior
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Wanat, Marta, Mary Logan, Jennifer A. Hirst, Charles Vicary, Joseph J. Lee, Rafael Perera, Irene Tracey, Gordon Duff, Peter Tufano, Thomas Fanshawe, Lazaro Mwandigha, Brian D. Nicholson, Sarah Tonkin-Crine, and Richard Hobbs. "Perceptions on Undertaking Regular Asymptomatic Self-testing for COVID-19 Using Lateral Flow Tests: A Qualitative Study of University Students and Staff." BMJ Open 11, no. 9 (September 2021).
  • May 1986
  • Supplement

General Mills, Inc.: Yoplait Custard-Style Yogurt (B)

By: John A. Quelch
Yoplait's director of new product development is finalizing plans for the national introduction of custard-style Yoplait. Based on the results of a mini-market test and a BASES laboratory test market. View Details
Keywords: Food; Product Launch; Product Development; Product Marketing; Food and Beverage Industry; United States
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Quelch, John A. "General Mills, Inc.: Yoplait Custard-Style Yogurt (B)." Harvard Business School Supplement 586-088, May 1986.
  • February 15, 2022
  • Article

How Managers Can Build a Culture of Experimentation

By: Frank V. Cespedes and Neil Hoyne
Testing in business presents qualitatively different challenges than those in clinical trials and most scientific research. There are very few opportunities for randomized control experiments in a changing, competitive market. Yet, change and competition make testing a... View Details
Keywords: Experimentation; Management; Decision Making
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Cespedes, Frank V., and Neil Hoyne. "How Managers Can Build a Culture of Experimentation." Harvard Business Review Digital Articles (February 15, 2022).
  • November 2009
  • Case

The Explosion of Genetic Testing: Opportunities and Challenges

By: Richard G. Hamermesh, Mara G. Aspinall and Rachel Gordon
This case study invites the reader to consider genetic testing in several different lights. First, can the business of genetic testing be considered a disruptive innovation to the current drug therapy model as defined by Harvard Business School Professor Clay... View Details
Keywords: Genetics; Health Care and Treatment; Health Testing and Trials; Disruptive Innovation; Business Model; Biotechnology Industry; Health Industry
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Hamermesh, Richard G., Mara G. Aspinall, and Rachel Gordon. "The Explosion of Genetic Testing: Opportunities and Challenges." Harvard Business School Case 810-067, November 2009.
  • 19 Oct 2021
  • Research & Ideas

Fed Up Workers and Supply Woes: What's Next for Dollar Stores?

data. But higher costs for materials, manufacturing, shipping and trucking, and COVID safety measures, coupled with unprecedented competition for workers, are testing the endurance of retailers, especially those who rely heavily on cheap... View Details
Keywords: by Christine Pazzanese, Harvard Gazette; Retail
  • 10 Aug 2015
  • Research & Ideas

New Medical Devices Get To Patients Too Slowly

Delicate Balance For nearly 80 years, the FDA has performed a delicate balancing act between getting life-saving drugs to market, and ensuring that those drugs will be safe when taken by patients. In order to serve that dual function, the FDA has drawn up sophisticated... View Details
Keywords: by Michael Blanding; Health; Technology
  • August 2018 (Revised October 2019)
  • Case

C3.ai—Driven to Succeed

By: Robert Simons and George Gonzalez
CEO Tom Siebel navigates his artificial intelligence (ai) startup through a series of pivots, market expansions, and even an elephant attack to become a leading platform ad service provider. The case describes his unusual management approach emphasizing employee... View Details
Keywords: Strategy Execution; Performance Measurement; Critical Performance Variables; Strategic Boundaries; Internet Of Things; Artificial Intelligence; Software Development; Big Data; Machine Learning; Business Startups; Management Style; Business Strategy; Performance; Measurement and Metrics; Organizational Culture; AI and Machine Learning; Digital Transformation; Applications and Software; Digital Marketing; Analytics and Data Science; Technology Industry; United States; California
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Simons, Robert, and George Gonzalez. "C3.ai—Driven to Succeed." Harvard Business School Case 119-004, August 2018. (Revised October 2019.)
  • 2015
  • Working Paper

Discretion in Hiring

By: Mitchell Hoffman, Lisa B. Kahn and Danielle Li
Who should make hiring decisions? We propose an empirical test for assessing whether firms should rely on hard metrics such as job test scores or grant managers discretion in making hiring decisions. We implement our test in the context of the introduction of a... View Details
Keywords: Selection and Staffing; Management Practices and Processes
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Hoffman, Mitchell, Lisa B. Kahn, and Danielle Li. "Discretion in Hiring." Harvard Business School Working Paper, No. 16-055, October 2015.
  • 25 Mar 2021
  • Research & Ideas

Steer Clear of the Blind Spots That Derail Experiments

says Luca, the Lee J. Styslinger III Associate Professor of Business Administration. “They can’t rely on data scientists alone.” Experiments have come to have an outsize influence within tech companies from Uber to Zillow, which test... View Details
Keywords: by Danielle Kost
  • February 2024
  • Article

Representation and Extrapolation: Evidence from Clinical Trials

By: Marcella Alsan, Maya Durvasula, Harsh Gupta, Joshua Schwartzstein and Heidi L. Williams
This article examines the consequences and causes of low enrollment of Black patients in clinical trials. We develop a simple model of similarity-based extrapolation that predicts that evidence is more relevant for decision-making by physicians and patients when it... View Details
Keywords: Representation; Racial Disparity; Health Testing and Trials; Race; Equality and Inequality; Innovation and Invention; Pharmaceutical Industry
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Alsan, Marcella, Maya Durvasula, Harsh Gupta, Joshua Schwartzstein, and Heidi L. Williams. "Representation and Extrapolation: Evidence from Clinical Trials." Quarterly Journal of Economics 139, no. 1 (February 2024): 575–635.
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