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  • March–April 2020
  • Article

Avoid the Pitfalls of A/B Testing

By: Iavor I. Bojinov, Guillaume Sait-Jacques and Martin Tingley
Online experiments measuring whether “A,” usually the current approach, is inferior to “B,” a proposed improvement, have become integral to the product-development cycle, especially at digital enterprises. But often firms make serious mistakes in conducting these... View Details
Keywords: A/B Testing; Experiment Design; Social Networks; Product Development; Performance Improvement; Measurement and Metrics; Social Media
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Bojinov, Iavor I., Guillaume Sait-Jacques, and Martin Tingley. "Avoid the Pitfalls of A/B Testing." Harvard Business Review 98, no. 2 (March–April 2020): 48–53.
  • 21 Nov 2015
  • HBS Case

HBS Cases: Stella McCartney Combines High Fashion with Environmental Values

Many people equate luxury with excess and folly. Stella McCartney is not one of those people. A lifelong vegetarian and prominent player in the green fashion movement, the designer has shown that luxury and sustainability need not be... View Details
Keywords: by Brian Kenny; Fashion
  • 12 Dec 2011
  • HBS Case

HBS Cases: Clocky, the Runaway Alarm Clock

that Clocky wouldn't even hit the market until 2007. “I would kill Clocky in about two days." —Diane Sawyer At that point, the device was just a project that Gauri Nanda, a graduate student at MIT's Media Lab, had developed for an industrial View Details
Keywords: by Carmen Nobel; Consumer Products
  • 17 Dec 2012
  • Research & Ideas

Teaming in the Twenty-First Century

she says. "When I think about my research, it doesn't necessarily organize itself into a clear narrative from point A to point B." Edmondson's career hasn't followed a clear narrative either. After earning her undergraduate degree in engineering and View Details
Keywords: by Maggie Starvish
  • 2019
  • Working Paper

Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 13 Platform Systems vs. Step Processes—The Value of Options and the Power of Modularity

By: Carliss Y. Baldwin
This is the first chapter in Part 3. Its purpose is to contrast the value structure of platform systems with step processes from a technological perspective. I first review the basic technical architecture of computers and argue that every computer is inherently a... View Details
Keywords: Platform Systems; Step Processes; Computer Architecture; Modularity; Information Technology; Digital Platforms
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Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 13 Platform Systems vs. Step Processes—The Value of Options and the Power of Modularity." Harvard Business School Working Paper, No. 19-073, January 2019.
  • 17 Jun 2015
  • Lessons from the Classroom

Excellence Comes From Saying No

School Professor Frances Frei has explored that question for years in the retail realm, culminating in her 2012 book, Uncommon Service: How to Win by Putting Customers at the Core of Your Business. This past semester at HBS, the UPS... View Details
Keywords: by Michael Blanding
  • March 2017 (Revised May 2017)
  • Teaching Note

The Strategy Execution Series

By: Robert Simons and Jennifer Packard
This is the teaching note for the 15-module Strategy Execution series. New management tools and techniques are needed to implement strategy in the 21st century. Rapid innovation, entrepreneurial competitors, and increasingly demanding customers have radically altered... View Details
Keywords: Management Control Systems; Implementing Strategy; Strategy Execution; Performance Measurement; Profit Planning; Organization Design; Profitable Growth; Management Attention; Organizational Conflict; Job Design; Business Strategy; Management Systems; Entrepreneurship; Competition; Organizational Design; Performance Evaluation; Management Analysis, Tools, and Techniques
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Simons, Robert, and Jennifer Packard. "The Strategy Execution Series." Harvard Business School Teaching Note 117-116, March 2017. (Revised May 2017.)
  • January 2022 (Revised August 2022)
  • Case

Geely SEA: New Electric Vehicle Platforms

By: Willy C. Shih and Shu Lin
Kent Bovellan, the Chief Engineer and Head of the Vehicle Architecture Center for Geely Holding, the Hangzhou, China headquartered global automotive group, was debating the platform choice for an upcoming "D" segment midsized battery electric vehicle (BEV). He had led... View Details
Keywords: Product Innovation; Product Architecture; Product Engineering; Platform Design; Platform Strategy; Information Infrastructure; Digital Platforms; Information Technology; Product Design; Product Development; Cost Management; Decision Making; Competitive Strategy; Industry Structures; Auto Industry; China; Sweden
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Shih, Willy C., and Shu Lin. "Geely SEA: New Electric Vehicle Platforms." Harvard Business School Case 622-001, January 2022. (Revised August 2022.)
  • October 2023
  • Article

Coordination and Bandwagon Effects: How Past Rankings Shape the Behavior of Voters and Candidates

By: Riako Granzier, Vincent Pons and Clémence Tricaud
Candidates’ placements in polls or past elections can be powerful coordination devices for both parties and voters. Using a regression discontinuity design in French elections, we show that candidates who place first by only a small margin in the first round are more... View Details
Keywords: Strategic Voting; Coordination; Bandwagon Effect; Regression Discontinuity Design; French Elections; Voting; Political Elections; Behavior; France
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Granzier, Riako, Vincent Pons, and Clémence Tricaud. "Coordination and Bandwagon Effects: How Past Rankings Shape the Behavior of Voters and Candidates." American Economic Journal: Applied Economics 15, no. 4 (October 2023): 177–217.
  • 09 Apr 2024
  • Research & Ideas

When Climate Goals, Housing Policy, and Corporate R&D Collide, Social Good Can Emerge

For almost four years, Omar Asensio and his colleagues have been studying the impact of federal energy programs on low-income neighborhoods. The intersection of technology—artificial intelligence, in particular—and public policy has long been an area of focus for... View Details
Keywords: by Glen Justice
  • Article

The Similarity Heuristic

By: Daniel Read and Yael Grushka-Cockayne
Decision makers often make snap judgments using fast‐and‐frugal decision rules called cognitive heuristics. Research into cognitive heuristics has been divided into two camps. One camp has emphasized the limitations and biases produced by the heuristics; another has... View Details
Keywords: Heuristics And Biases; Fast-and-frugal Heuristics; Similarity; Representative Design
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Read, Daniel, and Yael Grushka-Cockayne. "The Similarity Heuristic." Journal of Behavioral Decision Making 24, no. 1 (January 2011): 23–46.
  • June 2012
  • Case

Buro Happold (Abridged)

By: Robert G. Eccles and Ryan Johnson
In 1996, Ted Happold, the founder of the engineering services firm Buro Happold, passed away, and Padraic Kelly became the firm's new managing director (MD). One of his first initiatives was "Aim for Growth," which was intended to help the firm grow beyond its current... View Details
Keywords: Learning And Development; Managing Growth; Organizational Design; Diversification; Client Management; Leadership Skills; Entrepreneurship; Growth and Development Strategy; Leadership Development; Management Skills; Training; Programs; Customer Relationship Management
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Eccles, Robert G., and Ryan Johnson. "Buro Happold (Abridged)." Harvard Business School Case 412-123, June 2012.
  • 2015
  • Working Paper

Corporate Sponsorship in Culture—A Case of Partnership in Relationship Building and Collaborative Marketing by a Global Financial Institution and a Major Art Museum

By: Ragnar Lund and Stephen A. Greyser
Purpose: This paper examines cultural sponsorship from a partnership and relationship marketing perspective. It studies a case of how a partnership between two international institutions, a bank and a museum, adds value to both in terms of interaction with... View Details
Keywords: Value Creation; Partners and Partnerships; Marketing Strategy; Culture; Banks and Banking
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Lund, Ragnar, and Stephen A. Greyser. "Corporate Sponsorship in Culture—A Case of Partnership in Relationship Building and Collaborative Marketing by a Global Financial Institution and a Major Art Museum." Harvard Business School Working Paper, No. 16-041, October 2015.
  • 04 Oct 2004
  • What Do You Think?

Does Speed Trump Intellectual Property?

minimized. Clearly, speed can be used to enhance product development and innovation, providing faster responses to customer needs. But it can also be used effectively by fast imitators, like Fox, to both save View Details
Keywords: by James Heskett
  • February 2021
  • Tutorial

Getting Started in RStudio Cloud

By: Chiara Farronato and Caleb Kwon
This video provides an introduction to the free programming language R using an online cloud version of RStudio, which is the most popular editor and interface for writing and executing R code. The video begins by providing a brief background of R and RStudio and... View Details
Keywords: Data Analysis; Data Analytics; Experiment; Experimental Design; Analytics and Data Science; Analysis; Applications and Software
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Farronato, Chiara, and Caleb Kwon. Getting Started in RStudio Cloud. Harvard Business School Tutorial 621-708, February 2021.
  • 01 May 2017
  • Research & Ideas

Bad At Your Job? Maybe It's the Job’s Fault

Source: Geber86 When a worker struggles to meet the demands of a particular position, the problem may not be with the employee—maybe it’s the job’s design that is wrong. A poorly designed job can work... View Details
Keywords: by Dina Gerdeman
  • 2021
  • Article

To Thine Own Self Be True? Incentive Problems in Personalized Law

By: Jordan M. Barry, John William Hatfield and Scott Duke Kominers
Recent years have seen an explosion of scholarship on “personalized law.” Commentators foresee a world in which regulators armed with big data and machine learning techniques determine the optimal legal rule for every regulated party, then instantaneously disseminate... View Details
Keywords: Personalized Law; Regulation; Regulatory Avoidance; Regulatory Arbitrage; Law And Economics; Law And Technology; Law And Artificial Intelligence; Futurism; Moral Hazard; Elicitation; Signaling; Privacy; Law; Governing Rules, Regulations, and Reforms; Information Technology; AI and Machine Learning
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Barry, Jordan M., John William Hatfield, and Scott Duke Kominers. "To Thine Own Self Be True? Incentive Problems in Personalized Law." Art. 2. William & Mary Law Review 62, no. 3 (2021).
  • February 2015
  • Case

TouchTunes and the Connected Digital Jukebox Platform

By: Alan MacCormack and Noah Fisher
The case describes innovation and new product development at TouchTunes, the leader in the Digital Jukebox market. In March 2013, after releasing its innovative "Virtuo" jukebox developed in collaboration with frog design, TouchTunes was at a crossroads. Having... View Details
Keywords: Innovation; Design; R&D; Outsourcing; Platform Strategy; Digital Media; Digital Platforms; Growth and Development Strategy; Innovation and Invention; Product Development; Music Industry
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MacCormack, Alan, and Noah Fisher. "TouchTunes and the Connected Digital Jukebox Platform." Harvard Business School Case 615-051, February 2015.
  • September 2018
  • Article

Expressive Voting and Its Cost: Evidence from Runoffs with Two or Three Candidates

By: Vincent Pons and Clémence Tricaud
In French parliamentary and local elections, candidates ranked first and second in the first round automatically qualify for the second round, while a third candidate qualifies only when selected by more than 12.5 percent of registered citizens. Using a fuzzy RDD... View Details
Keywords: Expressive Voting; Strategic Voting; Regression Discontinuity Design; French Elections; Voting; Political Elections; France
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Pons, Vincent, and Clémence Tricaud. "Expressive Voting and Its Cost: Evidence from Runoffs with Two or Three Candidates." Econometrica 86, no. 5 (September 2018): 1621–1649.
  • 02 Oct 2006
  • Research & Ideas

Negotiating in Three Dimensions

negotiating set-up. Negotiators sometimes can discover hidden sources of value and then craft agreements to unlock that value and overcome barriers created by poor deal design. Now let's move to some errors in our most familiar first... View Details
Keywords: by Martha Lagace
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