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  • 29 Oct 2019
  • Sharpening Your Skills

Robots in the Boardroom

recent research from Harvard Business School faculty marks the possibilities and pitfalls that could occur along this digital transformation. A Good Place to Start Ethics Bots and Other Ways to Move Your Code of Business Conduct Beyond... View Details
Keywords: by Sean Silverthorne
  • November 2018 (Revised January 2022)
  • Case

JUUL and the Vaping Revolution

By: Michael W. Toffel, John Masko and Sarah Mehta
In late 2019, San Francisco-based electronic cigarette (e-cigarette) maker JUUL Labs (pronounced “jewel”) faced intense pressure. Sales of JUUL products exceeded $1 billion in 2018, dominating the e-cigarette category. While JUUL Labs’ stated goal was to help current... View Details
Keywords: Electronic Cigarettes; E-Cigarettes; Vaping; Nicotine Replacement; JUUL; Juuling; Advertising; Digital Marketing; Customers; Innovation and Invention; Marketing; Ethics; Brands and Branding; Marketing Communications; Marketing Strategy; Product Marketing; Corporate Social Responsibility and Impact; Social Issues; Information Technology; Technology Industry; San Francisco; California
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Toffel, Michael W., John Masko, and Sarah Mehta. "JUUL and the Vaping Revolution." Harvard Business School Case 619-006, November 2018. (Revised January 2022.)
  • September 2017 (Revised November 2018)
  • Case

Marriott International: The Next 90 Years

By: Chiara Farronato and Gary Pisano
The case examines how Marriott should respond to the potential threats from new home-sharing platforms and the rise of online travel agencies. In 2017 Marriott was the largest hotel chain, with more than one million rooms and 7% of worldwide room supply. In the... View Details
Keywords: Airbnb; Competitiveness; Threats; Disruption; Lodging Industry; Long-term Growth; Loyalty Program; Marriot; Online Platforms; Online Travel Agencies; Digital Platforms; Disruptive Innovation; Competitive Strategy; Competition; Customer Focus and Relationships; Customer Satisfaction; Internet and the Web; Tourism Industry; Travel Industry; Accommodations Industry
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Farronato, Chiara, and Gary Pisano. "Marriott International: The Next 90 Years." Harvard Business School Case 618-017, September 2017. (Revised November 2018.)
  • 05 Sep 2018
  • Research & Ideas

The Hidden Benefit of Giving Back to Open Source Software

that certain employees gain through contributing, says Nagle. His study suggests that contributing to crowdsourced digital or even physical “public goods” that benefit other firms or industries can enable companies to gain valuable... View Details
Keywords: by Kristen Senz; Computer
  • Teaching Interest

Overview

Paul is primarily interested in teaching data science to management students through the case method. This includes technical topics (programming and statistics) as well as higher-level management issues (digital transformation, data governance, etc.) As a research... View Details
Keywords: A/B Testing; AI; AI Algorithms; AI Creativity; Algorithm; Algorithm Bias; Algorithmic Bias; Algorithmic Fairness; Algorithms; Analytics; Application Program Interface; Artificial Intelligence; Causality; Causal Inference; Computing; Computers; Data Analysis; Data Analytics; Data Architecture; Data As A Service; Data Centers; Data Governance; Data Labeling; Data Management; Data Manipulation; Data Mining; Data Ownership; Data Privacy; Data Protection; Data Science; Data Science And Analytics Management; Data Scientists; Data Security; Data Sharing; Data Strategy; Data Visualization; Database; Data-driven Decision-making; Data-driven Management; Data-driven Operations; Datathon; Economics Of AI; Economics Of Innovation; Economics Of Information System; Economics Of Science; Forecast; Forecast Accuracy; Forecasting; Forecasting And Prediction; Information Technology; Machine Learning; Machine Learning Models; Prediction; Prediction Error; Predictive Analytics; Predictive Models; Analysis; AI and Machine Learning; Analytics and Data Science; Applications and Software; Digital Transformation; Information Management; Digital Strategy; Technology Adoption
  • 26 Mar 2019
  • First Look

New Research and Ideas, March 26, 2019

antitakeovers experience a reduced takeover likelihood. Cross-sectional tests indicate that firms with higher innovative activity increase antitakeovers more after IDD, and those that do, experience greater ex-post View Details
Keywords: Dina Gerdeman
  • 23 Nov 2021
  • Research & Ideas

The Vinyl Renaissance: Take Those Old Records Off the Shelf

cassettes or digital content. My fear is that the growth of the industry is going to be limited by capacity. Gazette: Why do a few older technologies, like vinyl, fountain pens, and mechanical watches, enjoy a renaissance while most do... View Details
Keywords: by Christine Pazzanese, Harvard Gazette; Music
  • November 2024 (Revised January 2025)
  • Case

MiDAS: Automating Unemployment Benefits

By: Shikhar Ghosh and Shweta Bagai
In 2015, the state of Michigan considered whether to nominate its Michigan Integrated Data Automated System (MiDAS) for a prestigious state technology award. Launched in 2013 amid severe budget pressures, the $47 million automated fraud detection system was designed to... View Details
Keywords: Artificial Intelligence; AI; Machine Learning Models; Algorithmic Data; Automation; Benefits; Compensation; Cost Reduction; Government; Fraud; Government Technology; Public Sector; Systems; Systems Integration; Unemployment Insurance; Waste Heat Recovery; AI and Machine Learning; Government Administration; Insurance; Decision Making; Digital Transformation; Employment; Public Administration Industry; United States; Michigan
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Ghosh, Shikhar, and Shweta Bagai. "MiDAS: Automating Unemployment Benefits." Harvard Business School Case 825-100, November 2024. (Revised January 2025.)
  • 10 Nov 2015
  • First Look

November 10, 2015

Strengthening the Brand with Digital Marketing Accor, the world's leading hotel operator with a portfolio of fourteen hospitality brands (including Sofitel and Novotel) in 92 countries, prided itself on living up to its motto, "To... View Details
Keywords: Sean Silverthorne
  • 11 Jan 2010
  • Research & Ideas

Mixing Open Source and Proprietary Software Strategies

that market segment. We find that when the value of the complementary good and user innovation is low (meaning that the technical possibilities for users to improve the software are limited), the firm will choose a mixed source model. In... View Details
Keywords: by Julia Hanna; Web Services
  • 22 Jul 2008
  • First Look

First Look: July 22, 2008

in on his market. Half a century later the whole U.S. auto industry made the same mistake: Enter the Japanese. But denial comes in many forms, as Sears, Digital Equipment, and Bear Stearns can attest. Heart of Darkness: Business Tokens of... View Details
Keywords: Martha Lagace
  • 03 Mar 2009
  • First Look

First Look: March 3, 2009

Purchase this case: http://www.hbsp.harvard.edu/b01/en/common/item_detail.jhtml?id=408095 Big Spaceship: Ready to Go Big? Harvard Business School Case 409-047 Big Spaceship, a digital marketing agency, faced a rather big challenge: How to... View Details
Keywords: Martha Lagace
  • 03 Apr 2018
  • First Look

New Research and Ideas, April 3, 2018

leads to a 14% increase in the likelihood of exit for a 3.5-star restaurant (which is the median rating on Yelp) but has no discernible impact for a 5-star restaurant (on a 1 to 5 star scale). Our analysis also highlights how digital data... View Details
Keywords: Sean Silverthorne
  • 09 Mar 2015
  • Research & Ideas

Why Entrepreneurs Should Go Work for Government

other projects produced the nation's first big-city 311 app that allows citizens to alert government to potholes and graffiti. He also helped cut through zoning laws to create the Boston Innovation District on a vast and underdeveloped... View Details
Keywords: by Michael Blanding
  • October 2019 (Revised August 2020)
  • Case

The Predictive Index

By: Lynda M. Applegate and James Weber
Mike Zani and Daniel Muzquiz needed to decide next steps to create a new category in the human resources consulting industry and scale their company.
Zani and Muzquiz, serial entrepreneurs, acquired Predictive Index in 2014. Previously, as clients of the... View Details
Keywords: Human Resources; Selection and Staffing; Talent and Talent Management; Recruitment; Corporate Entrepreneurship; Venture Capital; Change Management; Disruptive Innovation; Digital Platforms; Growth and Development Strategy; Consulting Industry; Service Industry; United States
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Applegate, Lynda M., and James Weber. "The Predictive Index." Harvard Business School Case 820-034, October 2019. (Revised August 2020.)
  • September 2019 (Revised November 2019)
  • Case

Pinduoduo

By: Feng Zhu, Krishna G. Palepu, Bonnie Yining Cao and Dawn H. Lau
Founded in 2015 by serial entrepreneur, Colin Huang, Pinduoduo Inc. (PDD) had become China’s fastest-growing e-commerce platform in history. PDD pioneered a new approach to online shopping that allowed shoppers to share products, invite friends to form shopping teams,... View Details
Keywords: Digital Platforms; Business Model; Innovation and Invention; Competitive Advantage; Expansion; Strategy; E-commerce
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Zhu, Feng, Krishna G. Palepu, Bonnie Yining Cao, and Dawn H. Lau. "Pinduoduo." Harvard Business School Case 620-040, September 2019. (Revised November 2019.)
  • 20 Nov 2007
  • First Look

First Look: November 20, 2007

Research Agenda Author:Roberto Verganti Periodical:Journal of Product Innovation Management (forthcoming) Abstract Recent studies on design management have helped us to better comprehend how companies can apply design to get closer to... View Details
Keywords: Martha Lagace
  • March 2023 (Revised May 2025)
  • Case

On

By: Ramon Casadesus-Masanell, Karolin Frankenberger and Sascha Mader
Founded in 2010, in just one decade, the Swiss company On had established itself as a main player in global sports footwear and apparel. Based on an unconventional strategy which one of the founders labeled as “obsessively distinct,” On grew its sales with a compound... View Details
Keywords: Brands and Branding; Business Growth and Maturation; Business Model; Business Startups; Business Strategy; Competitive Advantage; Competitive Strategy; Corporate Strategy; Customer Focus and Relationships; Customer Satisfaction; Digital Marketing; Disruptive Innovation; Distribution Channels; Entrepreneurship; Environmental Sustainability; Global Strategy; Initial Public Offering; Innovation and Invention; Innovation Strategy; Market Entry and Exit; Marketing Strategy; Product Design; Product Development; Product Marketing; Social Media; Strategy; Supply Chain Management; Technological Innovation; Apparel and Accessories Industry; Consumer Products Industry; Manufacturing Industry; Retail Industry; Sports Industry; Europe; Switzerland; Germany; United States
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Casadesus-Masanell, Ramon, Karolin Frankenberger, and Sascha Mader. "On (A)." Harvard Business School Case 723-430, March 2023. (Revised May 2025.)
  • 02 Apr 2019
  • First Look

New Research and Ideas, April 2, 2019

Frame Flexibility: The Role of Cognitive and Emotional Framing in Innovation Adoption by Incumbent Firms By: Raffaelli, Ryan, Mary Ann Glynn, and Michael Tushman Abstract—Why do incumbent firms frequently reject nonincremental... View Details
Keywords: Dina Gerdeman
  • 14 Jul 2020
  • Research & Ideas

Restarting Under Uncertainty: Managerial Experiences from Around the World

establishing or revising their safety protocols or preemptively stacking inventory. Adaptation sometimes meant being able to strike a fine balance between leveraging existing capabilities and finding innovative ways to integrate old... View Details
Keywords: by Raffaella Sadun, Andrea Bertoni, Alexia Delfino, Giovanni Fassio, and Mariapaola Testa
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