Publications

Article

Algorithms Need Managers, Too

By: Michael Luca, Jon Kleinberg and Sendhil Mullainathan

Algorithms are powerful predictive tools, but they can run amok when not applied properly. Consider what often happens with social media sites. Today many use algorithms to decide which ads and links to show users. But when these algorithms focus too narrowly on... View Details

Keywords: Machine Learning; Algorithms; Predictive Analytics; Management; Big Data; Analytics and Data Science

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October 2015 (Revised October 2016)
Case

Building Watson: Not So Elementary, My Dear! (Abridged)

By: Willy C. 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: Analytics; Big Data; Business Analytics; Product Development Strategy; Machine Learning; Machine Intelligence; Artificial Intelligence; Product Development; AI and Machine Learning; Information Technology; Analytics and Data Science; Information Technology Industry; United States

September 2006 (Revised May 2008)
Supplement

Corporate Responsibility & Community Engagement at the Tintaya Copper Mine (B)

By: V. Kasturi Rangan, Brooke Barton and Ezequiel Reficco

Engaging local stakeholders and building strong relations has become a strategic imperative for multinational firms in the often politically charged mining, oil, and gas sectors. For BHP Billiton, the world's second largest mining company, its Tintaya copper mine in... View Details

Keywords: Corporate Social Responsibility and Impact; Mining Industry

2025
Book

Talk: The Science of Conversation and the Art of Being Ourselves

By: Alison Wood Brooks

We all struggle with difficult conversations, but we're often not very good at easy ones either. Though we do it all the time, conversation is one of the most complex, demanding, and delicate of all human tasks, rife with possibilities for misinterpretation and... View Details

Keywords: Interpersonal Communication

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31 Jul 2013
Working Paper Summaries

Learning from Double-Digit Growth Experiences

Keywords: by Eric D. Werker

September 2017
Case

Sensing (and Monetizing) Happiness at Hitachi

By: Ethan Bernstein and Stephanie Marton

Inspired by research linking happiness and productivity, Hitachi had invested in developing new “people analytics” technologies to help companies increase employee happiness. Hitachi had begun manufacturing high-tech badges that quantify a wearer’s activity patterns.... View Details

Keywords: People Analytics; Japan; Sociometers; Wearables; Interpersonal Communication; Human Resources; Happiness; Technology Industry; Japan

June 2016
Case

Controversy over Executive Remuneration at BP

By: V.G. Narayanan and Ashley Hartman

In March 2016, BP disclosed that its chief executive officer, Bob Dudley, would receive a $19.6 million compensation package, a 20% increase in total compensation over the previous year. BP justified the amount, emphasizing that the company delivered strong results... View Details

Keywords: Executive Compensation

21 Aug 2023
Book

You’re More Than Your Job: 3 Tips for a Healthier Work-Life Balance

to be nimble. “For example, if you’re a white-collar, professional-services company, generative AI is knocking at the doorstep of your business model right now,” Wallace says. “If you can only keep people in the roles they’ve been in, you... View Details

Keywords: by Kara Baskin

04 Apr 2019
Blog Post

Finding Your Creative Outlet on Campus

came to HBS, I wanted to still do something where I would be reporting on the human experience, but I wanted to experiment with a different medium. I really like getting to know people and their stories, and journalism is a great way to... View Details

17 Jul 2006
Lessons from the Classroom

Developing a Strategy for Digital Convergence

other industry executives don't, including: The tech company's most valuable assets in the form of human capital walk out the door every day. Tech companies largely rely on components from other vendors, meaning that complementary assets... View Details

Keywords: by Sean Silverthorne; Computer; Education

12 Oct 2011
First Look

First Look: October 12

generally and their rights and responsibilities to the global community. Purchase this case:http://cb.hbsp.harvard.edu/cb/product/311137-PDF-ENG Building Watson: It's Not so Elementary My Dear! Willy ShihHarvard Business School Case... View Details

Keywords: Sean Silverthorne

June 2019
Case

Mercedes and the Relaunch of Maybach: Reviving a Heritage Automobile Brand

By: Anat Keinan, Klaus Heine, Marie-Cecile Cervellon and Sandrine Crener

The case traces the growth of Maybach from its origins as a pioneer in car manufacturing to its relaunch by parent company Mercedes Benz AG (now Daimler AG). It covers the relaunch strategy implemented by the German car manufacturer and examines the challenges of... View Details

Keywords: Heritage Brand; Relaunch; Brands and Branding; Luxury; Product Launch; Strategy; Auto Industry

2021
Working Paper

Equilibrium Effects of Pay Transparency

By: Zoë B. Cullen and Bobak Pakzad-Hurson

The public discourse around pay transparency has focused on the direct effect: how workers seek to rectify newly-disclosed pay inequities through renegotiations. The question of how wage-setting and hiring practices of the firm respond in equilibrium has received... View Details

Keywords: Pay Transparency; Online Labor Market; Privacy; Wage Gap; Negotiation; Corporate Disclosure; Compensation and Benefits; Gender

October 2001 (Revised February 2007)
Background Note

Accounting for Employee Stock Options

Employees who have been granted stock options have the right to purchase shares of their company's stock at a specified price within a specified time period. The accounting for such employee stock options has been a controversial and complex topic for decades. The... View Details

Keywords: Employee Stock Ownership Plan; Accounting

March 2016 (Revised May 2018)
Case

ASOS PLC

By: John R. Wells and Gabriel Ellsworth

Launched in 2000, ASOS was one of the world’s largest online fashion specialists in 2018. Focusing on young consumers aged 16–25 years, the company offered over 85,000 items on its websites, many times more than the largest fashion stores, and added several thousand... View Details

Keywords: ASOS; AsSeenOnScreen; Online Fashion; Online Apparel; Nick Beighton; Nick Robertson; E-commerce; E-Commerce Strategy; Online Retail; Multichannel Retailing; Omnichannel; Social Media; Marketplaces; Shipping; Advertising; Digital Marketing; Business Growth and Maturation; Business Model; Business Startups; For-Profit Firms; Customer Focus and Relationships; Age; Gender; Currency Exchange Rate; Profit; Revenue; Geography; Geographic Scope; Global Range; Global Strategy; Globalized Firms and Management; Globalized Markets and Industries; Business History; Selection and Staffing; Journals and Magazines; Human Capital; Business or Company Management; Crisis Management; Goals and Objectives; Growth and Development; Growth and Development Strategy; Growth Management; Management Succession; Brands and Branding; Marketing Channels; Marketing Communications; Marketing Strategy; Product Positioning; Social Marketing; Media; Distribution; Distribution Channels; Order Taking and Fulfillment; Infrastructure; Logistics; Public Ownership; Problems and Challenges; Strategy; Adaptation; Business Strategy; Competition; Competitive Strategy; Corporate Strategy; Expansion; Vertical Integration; Segmentation; Internet and the Web; Mobile and Wireless Technology; Apparel and Accessories Industry; Fashion Industry; Retail Industry; United Kingdom; England; London

April 2010 (Revised April 2010)
Case

Mercadona

This case presents the predicament of a company trying to do right by its customers and its employees as the economic crisis of 2008 hits home. Fifteen years earlier, this Spanish supermarket chain had adopted its own version of total quality management, called the... View Details

Keywords: Customer Satisfaction; Compensation and Benefits; Employee Relationship Management; Service Operations; Business Processes; Retail Industry; Spain

September 2004 (Revised November 2004)
Case

Sanford C. Bernstein: Growing Pains

By: Boris Groysberg and Anahita Hashemi

To remain competitive, Sallie Krawcheck and Lisa Shalett, Sanford C. Bernstein's director of research and associate director of research, respectively, were examining the need to expand the research department's size, not only domestically but also internationally.... View Details

Keywords: Global Strategy; Selection and Staffing; Management Teams; Organizational Culture; Competitive Strategy; Competitive Advantage; Expansion

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February 1989
Background Note

Note on Attracting Stakeholders

By: Amar Bhide and Howard H. Stevenson

Acquiring resources--or to put it more broadly, attracting stakeholders--is a basic entrepreneurial task. While every enterprise needs employees, customers, suppliers, and financiers who are willing to risk their time and money, attracting these "stakeholders" to an... View Details

Keywords: Business Ventures; Customers; Entrepreneurship; Investment; Human Resources; Organizational Design; Business and Stakeholder Relations; Risk and Uncertainty