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  • All HBS Web  (657)
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    • Multimedia  (8)
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  • 22 Nov 2023
  • Research & Ideas

Humans vs. Machines: Untangling the Tasks AI Can (and Can't) Handle

nuances of its limits. Since ChatGPT debuted a year ago, automation hopes and fears—previously limited to factory floors and supermarket checkout lines—have shaken the ranks of highly-educated knowledge workers and provided new avenues... View Details
Keywords: by Rachel Layne; Information Technology; Technology
  • 15 Mar 2016
  • First Look

March 15, 2016

Case 516-059 Ocado In 2015, U.K.–based Ocado was the world's largest pure player in the online home-delivery grocery business and was gaining a growing share of the highly competitive U.K. grocery market. Ocado had made heavy investments in technology, including a... View Details
  • January 2018 (Revised November 2018)
  • Case

Index

By: Jose Alvarez and Julia Kelley
In December 2017, Marc Freed-Finnegan and Jonathan Wall, the co-founders of retail technology company Index, had to discuss the company’s direction as they entered 2018. Five years earlier, Freed-Finnegan and Wall had founded Index after observing the technological... View Details
Keywords: Product Launch; Product Positioning; Sales; Strategy; Marketing Strategy; Retail Industry; Technology Industry
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Alvarez, Jose, and Julia Kelley. "Index." Harvard Business School Case 518-038, January 2018. (Revised November 2018.)
  • 15 May 2024
  • Research & Ideas

A Major Roadblock for Autonomous Cars: Motorists Believe They Drive Better

Think you’re a better driver than most people? You’re not alone. And you may be one reason self-driving cars haven’t taken off. About 77 percent of participants surveyed in a new study rated themselves superior to automated vehicles,... View Details
Keywords: by Rachel Layne; Transportation; Auto
  • 26 Apr 2023
  • In Practice

Is AI Coming for Your Job?

cognitive work. Many people in such roles have been insulated from automation and globalization. That is about to change. The change is likely to follow a path similar to one a character in Ernest Hemingway’s The Sun Also Rises used to... View Details
Keywords: by Kristen Senz; Technology
  • Research Summary

Using IT to Leverage Human Resources in Services

Discussion of the Internet and IT to date concentrates on how they will replace, rather than support, human service providers. While this approach is appropriate for a few firms, it is inadequate for many. The Internet and other information technology... View Details

  • 2025
  • Book

The World Is Your Office: How Work from Anywhere Boosts Talent, Productivity, and Innovation

By: Prithwiraj Choudhury
A research-based look at a growing phenomenon—companies allowing their employees to work from anywhere in the world—and how those who adopt this model can boost talent, innovation, and productivity.
In recent years, companies in a wide range of industries have... View Details
Keywords: Remote Work; Telecommuting; Employees; Business Offices; Organizational Culture; Retention; Recruitment; Policy; Competitive Advantage
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Choudhury, Prithwiraj. The World Is Your Office: How Work from Anywhere Boosts Talent, Productivity, and Innovation. Harvard Business Review Press, 2025.
  • 26 Mar 2024
  • Research & Ideas

How Humans Outshine AI in Adapting to Change

solve other than navigation when it unexpectedly gets stuck in a ditch. “Algorithms can be very good at specialized tasks, and sometimes even have almost superhuman capabilities when confined to specific domains,” says De Freitas, who studies View Details
Keywords: by Rachel Layne; Technology; Information Technology
  • 2022
  • Article

OpenXAI: Towards a Transparent Evaluation of Model Explanations

By: Chirag Agarwal, Satyapriya Krishna, Eshika Saxena, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik and Himabindu Lakkaraju
While several types of post hoc explanation methods have been proposed in recent literature, there is very little work on systematically benchmarking these methods. Here, we introduce OpenXAI, a comprehensive and extensible opensource framework for evaluating and... View Details
Keywords: Measurement and Metrics; Analytics and Data Science
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Agarwal, Chirag, Satyapriya Krishna, Eshika Saxena, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik, and Himabindu Lakkaraju. "OpenXAI: Towards a Transparent Evaluation of Model Explanations." Advances in Neural Information Processing Systems (NeurIPS) (2022).
  • August 2015 (Revised May 2017)
  • Case

TSG Hoffenheim: Football in the Age of Analytics

By: Feng Zhu, Karim R. Lakhani, Sascha L. Schmidt and Kerry Herman
In 2015, Dietmar Hopp, owner of Germany's Bundesliga football team TSG Hoffenheim and co-founder of the global enterprise software company SAP, was considering how to ensure long-term sustainability and competitiveness for TSG Hoffenheim. While historically a small... View Details
Keywords: Information Technology; Measurement and Metrics; Sports; Sports Industry
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Zhu, Feng, Karim R. Lakhani, Sascha L. Schmidt, and Kerry Herman. "TSG Hoffenheim: Football in the Age of Analytics." Harvard Business School Case 616-010, August 2015. (Revised May 2017.)
  • 2002
  • Other Unpublished Work

The Effect of Editorial Discretion Book Promotion on Sales at Amazon.com

By: Benjamin Edelman
A new dataset collected by the author allows estimation of the effect on book sales of promotional listing on Amazon's editorial discretion pages. Following Goolsbee and Chevalier (2001), sales quantities are inferred from sales rank data freely available on Amazon's... View Details
Keywords: Online Advertising; Sales; Marketing Strategy; Web Sites; Competition; Books
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Edelman, Benjamin. "The Effect of Editorial Discretion Book Promotion on Sales at Amazon.com." 2002. (Winner of Seymour E. and Ruth B. Harris Prize for outstanding senior honors thesis in economics. Winner of Thomas T. Hoopes Prize awarded for outstanding scholarly work or research.)
  • August 1998
  • Case

Electronic Commerce at Air Products

By: F. Warren McFarlan and Melissa Dailey
In 1998,chief information officers (CIOs) in the highly competitive international gases and chemicals business faced the reality that electronic commerce capability was a strategic necessity. The results of annual surveys of technology officers in the chemical industry... View Details
Keywords: Management Teams; Information Technology; Globalized Markets and Industries; Infrastructure; Internet and the Web; Technology Adoption; Business Strategy; Chemical Industry; United States
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McFarlan, F. Warren, and Melissa Dailey. "Electronic Commerce at Air Products." Harvard Business School Case 399-035, August 1998.
  • 25 Apr 2023
  • Op-Ed

How SHEIN and Temu Conquered Fast Fashion—and Forged a New Business Model

potential, it commissions a small order from one of its factories, often just a few dozen pieces, which it floats on its channels to see if consumers are interested. If they are, the company reorders more products. It calls the system “the large-scale View Details
Keywords: by John Deighton; Fashion; Retail; Consumer Products
  • 24 Jul 2023
  • Research & Ideas

Part-Time Employees Want More Hours. Can Companies Tap This ‘Hidden’ Talent Pool?

workforce, since an ever-growing proportion of college and graduate school enrollees are women, he adds. This planning is even more necessary with the advent of Artificial Intelligence (AI), Fuller cautions. As computers automate more... View Details
Keywords: by Kara Baskin
  • April 2024 (Revised November 2024)
  • Case

Moderna: Pioneering a People Platform to Accelerate Science Innovation

By: Tatiana Sandino, Emil Dy and Samuel Grad
Moderna was founded in 2010 to explore how messenger ribonucleic acid (mRNA) could be used to create breakthrough medicines by encoding instructions for the body to create antibodies. When Stéphane Bancel (HBS 2000) took over in 2011, he bet on the potential of this... View Details
Keywords: Disruptive Innovation; Talent and Talent Management; Selection and Staffing; AI and Machine Learning; Digital Strategy; Innovation and Management; Leadership Development; Management Practices and Processes; Management Systems; Organizational Culture; Performance Evaluation; Alignment; Employee Relationship Management; Science-Based Business; Expansion; Pharmaceutical Industry; Biotechnology Industry; United States
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Sandino, Tatiana, Emil Dy, and Samuel Grad. "Moderna: Pioneering a People Platform to Accelerate Science Innovation." Harvard Business School Case 124-091, April 2024. (Revised November 2024.)
  • September 2018 (Revised May 2021)
  • Teaching Plan

Eastern Bank: Innovating Through Eastern Labs

By: Karen Mills, Dennis Campbell and Aaron Mukerjee
Eastern Bank is a 200-year-old New England mutual bank with a community focus. Eastern specializes in small business lending, having made strategic investments to become the top SBA lender in New England in the midst of the Great Recession, when other banks were... View Details
Keywords: Banks; Fintech; Innovation; Innovation & Entrepreneurship; Innovation And Strategy; Technological Change; Technology And Innovation Management; Entrepreneurial Management; Intrapreneurship; Banks and Banking; Innovation and Invention; Entrepreneurship; Innovation Strategy; Technological Innovation; Information Technology; Management
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Mills, Karen, Dennis Campbell, and Aaron Mukerjee. "Eastern Bank: Innovating Through Eastern Labs." Harvard Business School Teaching Plan 319-037, September 2018. (Revised May 2021.)
  • 2025
  • Working Paper

The Impact of Input Inaccuracy on Leveraging AI Tools: Evidence from Algorithmic Labor Scheduling

By: Caleb Kwon, Antonio Moreno and Ananth Raman
Problem Definition: Considerable academic and practitioner attention is placed on the value of ex-post interactions (i.e., overrides) in the human-AI interface. In contrast, relatively little attention has been paid to ex-ante human-AI interactions (e.g., the... View Details
Keywords: AI and Machine Learning; Employees; Performance Effectiveness
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Kwon, Caleb, Antonio Moreno, and Ananth Raman. "The Impact of Input Inaccuracy on Leveraging AI Tools: Evidence from Algorithmic Labor Scheduling." Working Paper, January 2025.
  • Forthcoming
  • Article

Engaging Customers with AI in Online Chats: Evidence from a Randomized Field Experiment

By: Shunyuan Zhang and Das Narayandas
We examine how artificial intelligence (AI) affected the productivity of customer service agents and customer sentiment in online interactions. Collaborating with a meal delivery company, we conducted a randomized field experiment that exploited exogenous variation in... View Details
Keywords: AI and Machine Learning; Customer Focus and Relationships; Performance Efficiency
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Zhang, Shunyuan, and Das Narayandas. "Engaging Customers with AI in Online Chats: Evidence from a Randomized Field Experiment." Management Science (forthcoming).
  • February 2018
  • Article

Development and Feasibility of Bundled Payments for the Multidisciplinary Treatment of Head and Neck Cancer: A Pilot Program

By: Tracy Spinks, Alexis Guzman, Beth M. Beadle, Seohyun Lee, Ron Walters, Jim Incalcaterra, Ehab Hanna, Amy Hessel, Randal Weber, Sandra Denney, Lee Newcomer and Thomas W. Feeley
Purpose: Despite growing interest in bundled payments to reduce the costs of care, this payment method remains largely untested in cancer. This 3-year pilot tested the feasibility of a 1-year bundled payment for the multidisciplinary treatment of head and neck... View Details
Keywords: Health Care and Treatment; Cost Management
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Spinks, Tracy, Alexis Guzman, Beth M. Beadle, Seohyun Lee, Ron Walters, Jim Incalcaterra, Ehab Hanna, Amy Hessel, Randal Weber, Sandra Denney, Lee Newcomer, and Thomas W. Feeley. "Development and Feasibility of Bundled Payments for the Multidisciplinary Treatment of Head and Neck Cancer: A Pilot Program." Journal of Oncology Practice 14, no. 2 (February 2018): e103–e121.
  • March 2018 (Revised March 2018)
  • Teaching Note

OpenInvest

By: Boris Vallee and Caitlin Reimers Brumme
Founded by a team of hedge fund and NGO alumni, OpenInvest launched its platform in 2015 to enable retail investors to tailor their portfolio to their personal values in an automated way, for instance by screening out weapon manufacturers stocks or overweighting LGBTQ... View Details
Keywords: Socially Responsible Investing; Investing For Impact; Robo-advisors; Investment; Values and Beliefs; Customization and Personalization; Technology; Financial Services Industry
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Vallee, Boris, and Caitlin Reimers Brumme. "OpenInvest." Harvard Business School Teaching Note 218-089, March 2018. (Revised March 2018.)
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