Publications

03 Mar 2009
First Look

First Look: March 3, 2009

technologies which they leveraged to carve a leadership role in the inherently risky artificial fertilization business. As the company grew, its executives grappled with managing the political, ethical, and business risks associated with... View Details

Keywords: Martha Lagace

11 Jul 2016
HBS Case

Neurodiversity: The Benefits of Recruiting Employees with Cognitive Disabilities

pieces with irregular shapes. “One of the things that we’ve done historically in human resource management is, we’ve asked people to trim away the parts of themselves that are irregularly shaped, and then we ask them to plug themselves... View Details

Keywords: by Roberta Holland; Technology

01 Feb 2001
News

What Makes a Good Leader

authority on leadership — sees this phenomenon as a sign of the times. "The transition from the industrial age to the information age is a huge shift," he notes. "In all of human history, there have only been two other socioeconomic... View Details

Keywords: Management

2024
Working Paper

The Wade Test: Generative AI and CEO Communication

By: Prithwiraj Choudhury, Bart S. Vanneste and Amirhossein Zohrehvand

Can generative artificial intelligence (Gen-AI) transform the role of the CEO? This study investigates whether Gen-AI can mimic a human CEO and whether employees display aversion to Gen-AI communication. We present a framework of Gen-AI aversion that distinguishes... View Details

Keywords: Business or Company Management; AI and Machine Learning; Perception; Communication

SSRN

2023
Chapter

Marketing Through the Machine’s Eyes: Image Analytics and Interpretability

By: Shunyuan Zhang, Flora Feng and Kannan Srinivasan

he growth of social media and the sharing economy is generating abundant unstructured image and video data. Computer vision techniques can derive rich insights from unstructured data and can inform recommendations for increasing profits and consumer utility—if only the... View Details

Keywords: Transparency; Marketing Research; Algorithmic Bias; AI and Machine Learning; Marketing

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

Working Paper

Visual Uniqueness in Peer-to-Peer Marketplaces: Machine Learning Model Development, Validation, and Application

By: Flora Feng, Charis Li and Shunyuan Zhang

Peer-to-peer (P2P) marketplaces have seen exponential growth in recent years featured by unique offerings from individual providers. Despite the perceived value of uniqueness, scalable quantification of visual uniqueness in P2P platforms like Airbnb has been largely... View Details

Keywords: Peer-to-peer Markets; Marketplace Matching; AI and Machine Learning; Demand and Consumers; Digital Platforms; Marketing

Article

Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting

By: Raymond H. Mak, Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani and Eva C. Guinan

Importance: Radiation therapy (RT) is a critical cancer treatment, but the existing radiation oncologist work force does not meet growing global demand. One key physician task in RT planning involves tumor segmentation for targeting, which requires substantial... View Details

Keywords: Crowdsourcing; AI Algorithms; Health Care and Treatment; Collaborative Innovation and Invention; AI and Machine Learning

Find at Harvard

June 2020 (Revised October 2020)
Case

What Went Wrong with Boeing's 737 Max?

By: William W. George and Amram Migdal

This case describes the development of the Boeing 737 Max airplane model and the events leading up to two tragic plane crashes, in which a total of 346 people died: the crash of Lion Air flight 610 on October 29, 2018, in Indonesia, and the crash of Ethiopian Airlines... View Details

Keywords: Communication; Communication Intention and Meaning; Communication Strategy; Forms of Communication; Announcements; Decision Making; Decision Choices and Conditions; Judgments; Ethics; Moral Sensibility; Values and Beliefs; Globalization; Global Strategy; Governance; Corporate Accountability; Governance Controls; Human Resources; Resignation and Termination; Leadership; Leadership Style; Management; Business or Company Management; Crisis Management; Management Practices and Processes; Management Skills; Management Style; Management Systems; Risk Management; Time Management; Markets; Demand and Consumers; Digital Platforms; Supply and Industry; Duopoly and Oligopoly; Industry Structures; Operations; Product Development; Organizations; Organizational Change and Adaptation; Organizational Culture; Outcome or Result; Failure; Success; Planning; Strategic Planning; Problems and Challenges; Relationships; Business and Community Relations; Business and Government Relations; Business and Stakeholder Relations; Risk and Uncertainty; Safety; Strategy; Transportation; Air Transportation; Aerospace Industry; Air Transportation Industry; Africa; Ethiopia; Asia; Indonesia; North and Central America; United States; Seattle; Chicago

Howard H. Stevenson is Sarofim-Rock Baker Foundation Professor emeritus, former Senior Associate Dean, Director of Publishing, and Chair of the Harvard Business Publishing Company board. The Sarofim-Rock Chair was established in 1982 to provide a continuing base for... View Details

Keywords: high technology; high technology; high technology; high technology; high technology; high technology; high technology; high technology; high technology; high technology; high technology; high technology; high technology; high technology; high technology; high technology; high technology; high technology

21 Mar 2019
HBS Case

The Ferrari Way

and secretive companies in the world,” he says. “I wanted to lift the veil and see how they work.” The Ferrari Way What he found is something he termed "The Ferrari Way" after an offhand comment from the company’s chief test driver. “I don’t know what View Details

Keywords: by Michael Blanding; Auto

September 2019 (Revised December 2019)
Case

Google: To TVC or Not to TVC?

By: William R. Kerr and Carl Kreitzberg

In late 2018, evidence emerged that many of Google’s temporary help agency workers, vendors, and independent contractors (“TVCs”) were unhappy with the company. TVCs, who reportedly made up 49.95% of Google’s 170,000-person global workforce, had raised concerns of... View Details

25 Jul 2023
Research & Ideas

Could a Business Model Help Big Pharma Save Lives and Profit?

that on the African subcontinent, only 30 percent of people have been vaccinated, while in the rest of the world, that number is closer to 80 percent?” More essentially, Rangan asks with his research: “How can it be that with regard to access to medicine, which is such... View Details

Keywords: by Esther Schrader; Pharmaceutical; Health

2023
Article

Benchmarking Large Language Models on CMExam—A Comprehensive Chinese Medical Exam Dataset

By: Junling Liu, Peilin Zhou, Yining Hua, Dading Chong, Zhongyu Tian, Andrew Liu, Helin Wang, Chenyu You, Zhenhua Guo, Lei Zhu and Michael Lingzhi Li

Recent advancements in large language models (LLMs) have transformed the field of question answering (QA). However, evaluating LLMs in the medical field is challenging due to the lack of standardized and comprehensive datasets. To address this gap, we introduce CMExam,... View Details

Keywords: Large Language Model; AI and Machine Learning; Analytics and Data Science; Health Industry

June 2020
Article

Real-time Data from Mobile Platforms to Evaluate Sustainable Transportation Infrastructure

By: Omar Isaac Asensio, Kevin Alvarez, Arielle Dror, Emerson Wenzel, Catharina Hollauer and Sooji Ha

By displacing gasoline and diesel fuels, electric cars and fleets reduce emissions from the transportation sector, thus offering important public health benefits. However, public confidence in the reliability of charging infrastructure remains a fundamental barrier to... View Details

Keywords: Environmental Sustainability; Transportation; Infrastructure; Behavior; AI and Machine Learning; Demand and Consumers

Find at Harvard

August 2024
Case

Cristina Ventura: The Career of a Catalyst

By: Linda A. Hill, Allison J. Wigen and Ruth Page

This multimedia case follows the career of Chief Catalyst Officer for the Lane Crawford Joyce Group (LCJG), Cristina Ventura. After beginning her career in luxury in Europe and Asia, Ventura was recruited in 2011 to open Apple’s flagship stores in Hong Kong and South... View Details

Keywords: Innovation Leadership; Innovation Strategy; Technological Innovation; Leadership Style; Leading Change; Entrepreneurship; Luxury; Family Business; Personal Development and Career; Technology Industry; Technology Industry; Technology Industry; Asia; China; Hong Kong

May 2019 (Revised February 2022)
Background Note

The Gig Economy: Leasing Skills to Pay the Bills

By: Joseph Fuller, William R. Kerr and Carl Kreitzberg

This primer provides a comprehensive exploration into the gig economy and how it is reshaping global business. It shows how the Uber driver, the freelancing programmer in India, and the independent corporate consultant are all different variants of the modern-day gig... View Details

Keywords: Gig Economy; COVID-19 Pandemic; Talent and Talent Management; Human Resources; Labor; Strategy; Management; Globalization; North America; Europe; United States; United Kingdom

12 Apr 2010
Research & Ideas

One Report: Better Strategy through Integrated Reporting

electronics company Philips; the Danish pharmaceutical company Novo Nordisk; the Brazilian cosmetics company Natura; and the U.S.-based technology and aerospace company United Technologies all come to mind.... View Details

Keywords: by Martha Lagace

2024
Working Paper

Private Equity and Digital Transformation

By: Brian K. Baik, Wilbur Chen and Suraj Srinivasan

We study the role which private equity (PE) plays in digital transformation. We find that PE investment is associated with greater investments into portfolio firm’s digital technologies, as measured by IT expenditures and the hiring demand for AI skills. This... View Details

Keywords: Digital Transformation; Private Equity; Selection and Staffing; Investment Portfolio; Value Creation