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- All HBS Web
(1,979)
- Faculty Publications (422)
- January–February 2020
- Article
Competing in the Age of AI
By: Marco Iansiti and Karim R. Lakhani
Today’s markets are being reshaped by a new kind of firm—one in which artificial intelligence (AI) runs the show. This cohort includes giants like Google, Facebook, and Alibaba, and growing businesses such as Wayfair and Ocado. Every time we use their services, the... View Details
Keywords: Artificial Intelligence; Algorithms; Technological Innovation; Business Model; Competition; Competitive Strategy; AI and Machine Learning
Iansiti, Marco, and Karim R. Lakhani. "Competing in the Age of AI." Harvard Business Review 98, no. 1 (January–February 2020): 60–67.
- January 2020 (Revised January 2025)
- Case
Freelancer, Ltd.
By: Christopher Stanton, Karim R. Lakhani, Jennifer L. Hoffman, Jin Hyun Paik and Nina Cohodes
Over the course of the 2010s, the rapid advancement of mobile technologies and the rise of online freelancing platforms seemed to portend a radical transformation of labor markets into on-demand, flexible talent pools. Even though several Fortune 500... View Details
Keywords: Freelancers; Platforms; Digital Labor; Labor; Human Resources; Management; Internet and the Web; Growth and Development Strategy; Digital Platforms; Information Industry; Australia; United States; Philippines
Stanton, Christopher, Karim R. Lakhani, Jennifer L. Hoffman, Jin Hyun Paik, and Nina Cohodes. "Freelancer, Ltd." Harvard Business School Case 820-075, January 2020. (Revised January 2025.)
- January 2020
- Case
Ureed.com: The Marketplace for Language
By: Ashley V. Whillans, Esel Çekin and Alpana Thapar
Jordanian entrepreneur, Nour Al Hassan, founded Tarjama in 2008, tapping into an underserved and high demand need: Arabic translation service. Its lean model comprised of hiring full-time employees, mainly women, who worked from home. It steadily grew over the... View Details
Keywords: Language Translation; Freelancers; Entrepreneurship; Human Resources; Management; Expansion; Quality; Growth and Development Strategy
Whillans, Ashley V., Esel Çekin, and Alpana Thapar. "Ureed.com: The Marketplace for Language." Harvard Business School Case 920-038, January 2020.
- October 14, 2019
- Article
The Truth About Open Offices: There Are Reasons Why They Don't Produce the Desired Interactions
By: Ethan Bernstein and Ben Waber
It’s never been easier for workers to collaborate—or so it seems. Open, flexible, activity-based spaces are displacing cubicles, making people more visible. Messaging is displacing phone calls, making people more accessible. Enterprise social media such as Slack and... View Details
Keywords: Buildings and Facilities; Interpersonal Communication; Communication Technology; Design; Human Resources; Performance Productivity; Organizational Design
Bernstein, Ethan, and Ben Waber. "The Truth About Open Offices: There Are Reasons Why They Don't Produce the Desired Interactions." Harvard Business Review 97, no. 6 (November–December 2019): 82–91.
- October 2019 (Revised August 2020)
- Case
The Predictive Index
By: Lynda M. Applegate and James Weber
Mike Zani and Daniel Muzquiz needed to decide next steps to create a new category in the human resources consulting industry and scale their company.
Zani and Muzquiz, serial entrepreneurs, acquired Predictive Index in 2014. Previously, as clients of the... View Details
Zani and Muzquiz, serial entrepreneurs, acquired Predictive Index in 2014. Previously, as clients of the... View Details
Keywords: Human Resources; Selection and Staffing; Talent and Talent Management; Recruitment; Corporate Entrepreneurship; Venture Capital; Change Management; Disruptive Innovation; Digital Platforms; Growth and Development Strategy; Consulting Industry; Service Industry; United States
Applegate, Lynda M., and James Weber. "The Predictive Index." Harvard Business School Case 820-034, October 2019. (Revised August 2020.)
- October 2019
- Teaching Note
Google: To TVC or Not to TVC?
By: William R. Kerr and Carl Kreitzberg
A Teaching Note for the "Google: To TVC or Not to TVC?" case study (HBS#820-048). The case discusses recent controversies regarding how Google manages temporary help agency workers, workers supplied by vendors, and independent contractors ("TVCs"). Such TVCs reportedly... View Details
Keywords: Workforce; Independent Contractors; Talent Management; Silicon Valley; Google; Employee Attitude; Employee Compensation; Employee Engagement; Future Of Work; Innovation; Innovation And Strategy; Inequality; Talent Acquisition; Labor; Talent and Talent Management; Strategy; Technological Innovation; Employees; Attitudes; Innovation and Management; Human Resources; Information Technology Industry; United States; San Francisco
- 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
Keywords: Workforce; Independent Contractors; Talent Management; Silicon Valley; Google; Employee Attitude; Employee Compensation; Employee Engagement; Future Of Work; Innovation; Innovation And Strategy; Inequality; Talent Acquisition; Labor; Talent and Talent Management; Strategy; Technological Innovation; Employees; Attitudes; Innovation and Management; Human Resources; Equality and Inequality; Information Technology Industry; United States; San Francisco
Kerr, William R., and Carl Kreitzberg. "Google: To TVC or Not to TVC?" Harvard Business School Case 820-048, September 2019. (Revised December 2019.)
- 2019
- Working Paper
Soul and Machine (Learning)
By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Alex Burnap, Tong Guo, Dokyun Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
Machine learning is bringing us self-driving cars, improved medical diagnostics, and machine translation, but can it improve marketing decisions? It can. Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to rich media... View Details
Proserpio, Davide, John R. Hauser, Xiao Liu, Tomomichi Amano, Alex Burnap, Tong Guo, Dokyun Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu, and Hema Yoganarasimhan. "Soul and Machine (Learning)." Harvard Business School Working Paper, No. 20-036, September 2019.
- September 2019
- Case
Shell: A Company of Opportunity?
By: Joseph B. Fuller and Emer Moloney
The Opportunity Hub was a cloud-based platform that enabled managers to market projects they were working on and associated resourcing needs as “Opportunity Owners” and employees, or “Opportunity Seekers,” to browse these statements of need and engage when they had... View Details
Keywords: Business Divisions; Change Management; Competency and Skills; Experience and Expertise; Talent and Talent Management; Energy; Energy Sources; Non-Renewable Energy; Renewable Energy; Human Resources; Employees; Retention; Collaborative Innovation and Invention; Innovation and Management; Innovation Strategy; Technological Innovation; Jobs and Positions; Job Design and Levels; Knowledge Sharing; Knowledge; Knowledge Use and Leverage; Labor; Human Capital; Labor Unions; Leading Change; Resource Allocation; Organizational Change and Adaptation; Performance Evaluation; Performance Productivity; Strategic Planning; Projects; Motivation and Incentives; Business Strategy; Social and Collaborative Networks; Technology Platform; Information Technology Industry; Information Technology Industry; Information Technology Industry; Information Technology Industry; United Kingdom; Netherlands
Fuller, Joseph B., and Emer Moloney. "Shell: A Company of Opportunity?" Harvard Business School Case 320-025, September 2019.
- September 2019 (Revised June 2020)
- Case
Othellonia: Growing a Mobile Game
In the summer of 2019, Yu Sasaki, Head of the Game Division of DeNA, a Japanese mobile gaming company, is evaluating various growth strategies for its recent game Othellonia. Sasaki needs to decide if he should focus on customer acquisition, retention, or monetization. View Details
Keywords: Targeting; Retention/churn; Freemium; Monetization; Customer Relationship Management; Games, Gaming, and Gambling; Mobile and Wireless Technology; Growth and Development Strategy; Marketing; Customers; Marketing Strategy; Retention; Acquisition; Entertainment and Recreation Industry; Japan
Ascarza, Eva, Tomomichi Amano, and Sunil Gupta. "Othellonia: Growing a Mobile Game." Harvard Business School Case 520-016, September 2019. (Revised June 2020.)
- July 2019
- Teaching Note
AT&T, Retraining, and the Workforce of Tomorrow
By: William R. Kerr and Carl Kreitzberg
A Teaching Note for the "AT&T, Retraining, and the Workforce of Tomorrow" case study (HBS#820-017). The case describes how AT&T designed and implemented a program to retrain 100,000 of its workers. The case first reviews the technological forces that compelled AT&T to... View Details
Keywords: AT&T; Workforce; Future Of Work; Telecommunications; Unions; Technological Change; Layoffs; MOOCS; Strategic Planning; Employees; Training; Labor; Learning; Labor Unions; Technology Adoption; Talent and Talent Management; Transformation; Telecommunications Industry; Communications Industry; United States
- July 2019 (Revised May 2020)
- Case
AT&T, Retraining, and the Workforce of Tomorrow
By: William R. Kerr, Joseph B. Fuller and Carl Kreitzberg
By the late 2000s, rapid changes in the telecommunications industry forced AT&T’s management team to take on a task that CEO Randall Stephenson called the “biggest logistical challenge” they had ever seen: retraining 100,000 workers by 2020. In 2012, internal company... View Details
Keywords: AT&T; Workforce; Skills; Future Of Work; Telecommunications; Unions; Technological Change; Layoffs; MOOCS; Strategic Planning; Employees; Training; Competency and Skills; Labor; Learning; Labor Unions; Technology Adoption; Talent and Talent Management; Telecommunications Industry; Communications Industry; United States
Kerr, William R., Joseph B. Fuller, and Carl Kreitzberg. "AT&T, Retraining, and the Workforce of Tomorrow." Harvard Business School Case 820-017, July 2019. (Revised May 2020.)
- 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
Fuller, Joseph, William R. Kerr, and Carl Kreitzberg. "The Gig Economy: Leasing Skills to Pay the Bills." Harvard Business School Background Note 819-146, May 2019. (Revised February 2022.)
- May 2019
- Teaching Note
Upwork: Creating the Human Cloud/Upwork in 2019
By: David B. Yoffie
This teaching note serves as a guide to teaching: Upwork: Creating the Human Cloud and Upwork in 2019. View Details
- May 2019 (Revised July 2019)
- Case
Walmart's Workforce of the Future
By: William R. Kerr and Jordan Bach-Lombardo
Faced with intense competition from Amazon, Walmart began a transformation of its operations and workforce in 2015. The goal was to create an omnichannel retail experience for customers that seamlessly joined online and offline shopping. This case explores Walmart's... View Details
Keywords: Walmart; Managing The Future Of Work; Workforce; Automation; Ecommerce; Omnichannel Retail; Operations; Transformation; Employees; Training; Information Technology; Infrastructure; Disruption; Competitive Strategy; E-commerce; Information Infrastructure; Retail Industry
Kerr, William R., and Jordan Bach-Lombardo. "Walmart's Workforce of the Future." Harvard Business School Case 819-042, May 2019. (Revised July 2019.)
- May 2019
- Teaching Note
Gender and Free Speech at Google (A), (B), & (C)
By: Nien-hê Hsieh and Sarah Mehta
Teaching Note for HBS No. 318-085, 319-095, and 319-097. View Details
- 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
Mak, Raymond H., Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani, and Eva C. Guinan. "Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting." JAMA Oncology 5, no. 5 (May 2019): 654–661.
- April 2019 (Revised March 2020)
- Case
Handy: The Future of Work? (A)
By: Nien-hê Hsieh and Kieron Stopforth
Witnessing numerous lawsuits alleging that online platform companies misclassified workers as contractors when they were actually employees, Handy’s founders faced a series of decisions. Handy was an online platform business that enabled customers to book appointments... View Details
Keywords: Employment; Working Conditions; Entrepreneurship; Compensation and Benefits; Internet and the Web; Ethics; Fairness; Service Industry; United States
Hsieh, Nien-hê, and Kieron Stopforth. "Handy: The Future of Work? (A)." Harvard Business School Case 319-103, April 2019. (Revised March 2020.)
- Summer 2019
- Article
The Plight of the Graying Tech Worker
By: William R. Kerr
If you’re in tech and over 40, your experience is probably underappreciated. A global talent pool complicates matters. View Details
Keywords: Employees; Age; Personal Development and Career; Immigration; Policy; Technology Industry; Technology Industry
Kerr, William R. "The Plight of the Graying Tech Worker." MIT Sloan Management Review 60, no. 4 (Summer 2019): 12–13.
- March 2019
- Supplement
Gender and Free Speech at Google (B)
By: Nien-hê Hsieh and Sarah Mehta
In November 2018, 20,000 Google employees participated in a walkout to protest the company’s decision to grant a $90 million exit package to a former executive accused of sexual misconduct. The case explores organizers’ demands and asks how the company’s senior leaders... View Details
Keywords: Free Speech; Ethnicity; Gender; Race; Employees; Employee Relationship Management; Recruitment; Labor; Employment; Lawsuits and Litigation; Technology Industry; United States; California
Hsieh, Nien-hê, and Sarah Mehta. "Gender and Free Speech at Google (B)." Harvard Business School Supplement 319-085, March 2019.