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20 Jul 2011
Research & Ideas

Five Discovery Skills that Distinguish Great Innovators

"Why does a computer need a fan?" They love to ask, "If we tried this, what would happen?" Innovators, like Jobs, ask questions to understand how things really are today, why they are that way, and how they might be changed or disrupted.... View Details

Keywords: by Jeff Dyer, Hal Gergersen & Clayton M. Christensen

Teaching Interest

Data Science for Managers

Served as a teaching fellow; assisted MBA students with classroom coding exercises.
Developed course materials, including new case studies, technical notes, and code notebooks students used to analzye case data.
Developed interactive web... View Details

2018
Working Paper

Quantile Forecasts of Product Life Cycles Using Exponential Smoothing.

By: Xiaojia Guo, Kenneth C. Lichtendahl Jr. and Yael Grushka-Cockayne

We introduce an exponential smoothing model that a manager can use to forecast the demand of a new product or service. The model has five features that make it suitable for accurately forecasting product life cycles at scale. First, the trend in our model follows the... View Details

Keywords: New Product Development; Demand Forecasting; Product Adoption; Innovation Diffusion; Product Development; Demand and Consumers; Forecasting and Prediction; Adoption

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September 2011 (Revised July 2012)
Case

Building Watson: Not So Elementary, My Dear!

By: Willy Shih

This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the... View Details

Keywords: Technological Innovation; Standards; Product Development; Organizational Change and Adaptation; Mathematical Methods; Research and Development; Information Technology

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2009
Working Paper

Capitalizing On Innovation: The Case of Japan

By: Robert Dujarric and Andrei Hagiu

Japan's industrial landscape is characterized by hierarchical forms of industry organization, which are increasingly inadequate in modern sectors, where innovation relies on platforms and horizontal ecosystems of firms producing complementary products. Using three... View Details

Keywords: Globalized Markets and Industries; Government Legislation; Innovation and Invention; Industry Structures; Horizontal Integration; Vertical Integration; Manufacturing Industry; Japan

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Innovation and Its Discontents: How Our Broken Patent System is Endangering Innovation and Progress, and What to Do About It

The United States patent system has become sand rather than lubricant in the wheels of American progress. Such is the premise behind this provocative and timely book by two of the nation's leading experts on patents and economic... View Details

1985
Working Paper

Sequential Innovation and Market Structure

By: Jerry R. Green and Jean-Jacques Laffont

This paper concerns the introduction of a sequence of new, higher-quality durable products in a market in which there already exists a lower-quality substitute. The product has the further attribute that a real resource cost is incurred at the time a higher-quality... View Details

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March 2016 (Revised May 2018)
Case

Reinventing Best Buy

By: John R. Wells and Gabriel Ellsworth

On March 1, 2017, Best Buy Company, Inc., North America’s largest retailer of consumer electronics and appliances, announced a third year of comparable-store sales increases and a 20.8% increase in domestic comparable online sales. These results were in marked contrast... View Details

Keywords: Best Buy; Hubert Joly; Renew Blue; Showrooming; Webrooming; E-commerce; E-Commerce Strategy; Online Retail; Multichannel Retailing; Omnichannel; Marketplaces; Turnaround; Consumer Electronics; Consumer Electronics Accessories; Appliances; Stores-within-stores; Store Experience; Store Size; Store Pickup; Store Management; Delivery; Delivery Models; Amazon; Amazon.com; Pricing Strategy; Business Subsidiaries; Business Units; Business Growth and Maturation; Business Model; For-Profit Firms; Customer Focus and Relationships; Customer Satisfaction; Entertainment; Film Entertainment; Games, Gaming, and Gambling; Music Entertainment; Television Entertainment; Theater Entertainment; Price; Profit; Revenue; Geographic Scope; Multinational Firms and Management; Business History; Cost; Selection and Staffing; Reports; Technological Innovation; Job Cuts and Outsourcing; Human Capital; Leading Change; Business or Company Management; Goals and Objectives; Growth and Development; Growth and Development Strategy; Management Teams; Brands and Branding; Product Marketing; Consumer Behavior; Demand and Consumers; Media; Distribution; Order Taking and Fulfillment; Distribution Channels; Infrastructure; Product; Service Delivery; Service Operations; Organizational Change and Adaptation; Public Ownership; Problems and Challenges; Programs; Groups and Teams; Sales; Salesforce Management; Strategy; Adaptation; Business Strategy; Competition; Competitive Advantage; Competitive Strategy; Corporate Strategy; Expansion; Information Technology; Information Infrastructure; Information Technology; Internet and the Web; Mobile and Wireless Technology; Internet and the Web; Applications and Software; Internet and the Web; Mobile and Wireless Technology; Resource Allocation; Computer Industry; Computer Industry; Computer Industry; Computer Industry; Computer Industry; Computer Industry; Computer Industry; Computer Industry; Computer Industry; United States; Minnesota; Minneapolis; Saint Paul; St. Paul

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10 Feb 2020
In Practice

6 Ways That Emerging Technology Is Disrupting Business Strategy

testing, and agile strategies. 6. Cloud computing is lowering barriers to entry “Competition will intensify in many digitally enabled industries as the cloud makes it ever easier for competitors to enter a market, which we’ve seen with... View Details

Keywords: by Danielle Kost

01 Dec 2023
News

Rounding the Bend

circular system is a lofty ambition, and for all its efforts and public commitments, the industry is criticized for not doing more. But a host of emergent technologies, like cloud computing and AI, are unlocking new circular business... View Details

Keywords: Jen McFarland Flint; Miscellaneous Store Retailers; Retail Trade; Apparel Manufacturing; Manufacturing

16 Jul 2013
Working Paper Summaries

Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case

Keywords: by Robert Lagerstrom, Carliss Baldwin, Alan MacCormack & David Dreyfus

October 2023
Teaching Note

Timnit Gebru: 'SILENCED No More' on AI Bias and The Harms of Large Language Models

By: Tsedal Neeley and Tim Englehart

Teaching Note for HBS Case No. 422-085. Dr. Timnit Gebru—a leading artificial intelligence (AI) computer scientist and co-lead of Google’s Ethical AI team—was messaging with one of her colleagues when she saw the words: “Did you resign?? Megan sent an email saying that... View Details

Keywords: Ethics; Employment; Corporate Social Responsibility and Impact; Technological Innovation; AI and Machine Learning; Diversity; Prejudice and Bias; Technology Industry

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26 May 2022
HBS Case

Apple vs. Feds: Is iPhone Privacy a Basic Human Right?

and telecom corporations. The shocking revelations caused many consumers, businesses, and governments to take their business away from US tech companies; A New America analysis estimated the loss to US cloud computing over the Snowden... View Details

Keywords: by Avery Forman

Roberto Verganti

Roberto Verganti (rverganti@hbs.edu) is in the Technology and Operations Management Unit at Harvard Business School. He teaches Design Theory and Practice for the View Details

Keywords: computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer

HBR Classics - Alumni

thinking and practice. As an exclusive benefit for HBS alumni, 77 of these HBR Classics are now available for free downloading. Please browse the collection below; login is required. Just click on a title to read online or download the case to your View Details

08 Feb 2022
Research & Ideas

Silos That Work: How the Pandemic Changed the Way We Collaborate

lifted.” Zuzul teamed up with 11 other researchers—including network scholars, theoretical statisticians, and computer scientists at the University of Washington, John Hopkins University, and Microsoft—to author the 2021 working paper,... View Details

Keywords: by Jay Fitzgerald

John A. Deighton

John Deighton is The Harold M. Brierley Professor of Business Administration Emeritus at Harvard Business School. He is an authority on consumer behavior and marketing, with a focus on digital and direct marketing. He teaches in the area of Big Data in Marketing,... View Details

Keywords: computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer; computer

04 Apr 2023
Book

Two Centuries of Business Leaders Who Took a Stand on Social Issues

While shareholders still reign supreme at many companies, a widespread shift toward more responsible business practices is driving more leaders to take a stand on social and environmental issues today, says Harvard Business School Professor Geoffrey Jones. Jones... View Details

Keywords: by Lane Lambert; Consumer Products; Fashion; Retail; Green Technology

22 Oct 2007
Research & Ideas

Bringing ‘Lean’ Principles to Service Industries

Thanks to the pioneering success of Toyota, the concept of a "lean" operating system has been implemented in countless manufacturing companies and even adapted for industries as diverse as insurance and healthcare. With its focus on standardization, quality... View Details

Keywords: by Julia Hanna; Computer

FAQs for Alumni Virtual Programs - Alumni

event? What should I do to have the best experience? For the best experience, we encourage you to: Join by computer to see the speakers and presentations Wear a headset or headphones Video camera is suggested, but not required* Mute... View Details