Publications
Publications
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- 2023
- Working Paper
Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality
By: Frabrizio Dell'Acqua, Edward McFowland III, Ethan Mollick, Hila Lifshitz-Assaf, Katherine C. Kellogg, Saran Rajendran, Lisa Krayer, François Candelon and Karim R. Lakhani
The public release of Large Language Models (LLMs) has sparked tremendous
interest in how humans will use Artificial Intelligence (AI) to accomplish a variety of
tasks. In our study conducted with Boston Consulting Group, a global management
consulting firm, we...
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- September 2023
- Article
(Not) Paying for Diversity: Repugnant Market Concerns Associated with Transactional Approaches to Diversity Recruitment
In a 20-month ethnographic study, I examine how a technology firm, ShopCo (a pseudonym), considered 13 different recruitment platforms to attract racial minority engineering candidates. I find that when choosing whether to adopt recruitment platforms focused on racial...
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- August 2023
- Teaching Note
Newlab: Scaling an Innovation Engine
By: Tarun Khanna and Felicia Belostecinic
Teaching Note for HBS Case No. 723-364.
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- August 2023 (Revised August 2023)
- Case
T.G.S. Transportation: Battery Electric or Hydrogen?
By: Willy C. Shih
Peter Schneider, the President of T.G.S. Transportation, Inc., faced a choice. His company operated drayage trucks that moved containerized cargo between the Ports of Los Angeles, Long Beach, and Oakland to customers across the State of California, with a focus on the...
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- August 2023
- Case
Quotient
By: Thomas R. Eisenmann and Matt Higgins
The founders of Quotient, a web-based service for onboarding new engineers, face decisions about how to bring their nascent product to market amidst a tech sector contraction.
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- August 2023
- Case
Salma Qarnain: Spaceships to Broadway
By: Leslie Perlow, Mel Martin and Hannah Weisman
Salma Qarnain, daughter of Pakistani Muslim immigrants, is an engineer trained at Stanford and MIT. She began her career building spacecrafts but 30 years later finds herself pursuing her calling, acting on Broadway. The case explores Qarnain’s career path, family...
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Keywords:
Personal Development and Career;
Job Search;
Job Design and Levels;
Happiness;
Identity;
Well-being;
Work-Life Balance;
Family and Family Relationships;
Theater Entertainment;
Film Entertainment;
Talent and Talent Management;
Entertainment and Recreation Industry;
Motion Pictures and Video Industry;
Aerospace Industry;
United States;
New York (city, NY);
Boston;
California
- June 2023
- Case
Creating World-Class Board Governance at SECO
By: Krishna G. Palepu and Emer Moloney
In Spring 2023, SECO CEO Massimo Mauri had the ambition to grow the €200 million revenue technology company to a €1 billion company by 2030. Founded in Italy in the 1970s, the family-owned company had gone through a period of growth and internationalization,...
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Keywords:
Family Business;
Business Model;
Acquisition;
Business Growth and Maturation;
Talent and Talent Management;
Customer Focus and Relationships;
Engineering;
Governance;
Corporate Governance;
Governing and Advisory Boards;
Growth and Development Strategy;
Compensation and Benefits;
Retention;
Innovation and Invention;
Technological Innovation;
Going Public;
Strategic Planning;
Business and Shareholder Relations;
Business Strategy;
Information Infrastructure;
Information Technology;
Value Creation;
Organizational Change and Adaptation;
Computer Industry;
Electronics Industry;
Industrial Products Industry;
Information Technology Industry;
Technology Industry;
Italy;
Europe;
Germany;
United States;
China
- June 2023
- Case
Verve Therapeutics: Taking DNA Editing to Heart
By: Shikhar Ghosh and Shweta Bagai
Verve Therapeutics, a public biotech company based in Boston, created a novel approach to addressing cardiovascular disease (CVD) - a leading cause of deaths globally. The company's approach was a single shot treatment to permanently lower cholesterol, thus reducing...
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- February 2023
- Case
Saudi Arabia: A Vision in Progress
By: Kristin Fabbe, Adel Hamaizia and Tom Quinn
In 2016, when Saudi Arabian Crown Prince Mohammed bin Salman announced a long-range economic and social transformation plan called Vision 2030, he faced Western skepticism about how the oil-rich and religiously conservative country would accomplish its ambitious goals....
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- February 2023
- Case
Nexus Market (A): Ukraine War Ripples into Silicon Valley
By: Tsedal Neeley and Jeff Huizinga
A Silicon Valley start-up executive must navigate tensions between its Ukrainian and Russian sub-contractors as war between the two countries rages. After war erupts between Ukraine and Russia, a team of subcontracted Ukrainian software developers threatens to cut ties...
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- 2023
- Working Paper
Won’t You Be My Neighbor? Events, Knowledge Spillovers, and Entrepreneur Performance in Togo
By: Stefan Dimitiadis and Rembrand Koning
Spatial proximity between firms plays a crucial role in entrepreneurship by creating knowledge spillovers, enabling resource sharing, and sparking productivity gains. Building on these insights, research has explored whether institutions and organizations can engineer...
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- January 2023 (Revised May 2023)
- Case
Elon Musk at Tesla
By: George Serafeim and Amram Migdal
This case gives an overview of Elon Musk’s career arc through the lens of the 2003 founding of Tesla and its growth through 2022. Background information is included on Tesla’s unique strategic decisions, its operational and reputational struggles and successes, and the...
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Keywords:
Business Ventures;
Decision Making;
Design;
Energy;
Renewable Energy;
Engineering;
Entrepreneurship;
Environmental Management;
Climate Change;
Environmental Sustainability;
Green Technology;
Values and Beliefs;
Governance;
Innovation and Invention;
Innovation Leadership;
Innovation Strategy;
Leadership;
Leadership Style;
Management;
Goals and Objectives;
Organizations;
Mission and Purpose;
Society;
Social Issues;
Strategy;
Transportation;
Value;
Auto Industry;
Transportation Industry
- January 2023
- Case
Crow Holdings Development: Mass Timber Construction
By: John D. Macomber, Robert Hernandez and Kyle MertensMeyer
Jim McCaffery and Cody Armbrister of Crow Holdings Development evaluate the pros and cons of committing to mass timber construction instead of conventional concrete or steel for a new 260,000 SF multi-story office building in Texas. Benefits include substantially...
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Keywords:
Real Estate Development;
Architecture;
Air Quality;
Health ＆ Wellness;
Office Property;
Sustainability;
Carbon Abatement;
Natural Environment;
Environmental Accounting;
Green Building;
Design;
Construction;
Cost vs Benefits;
Environmental Sustainability;
Construction Industry;
Real Estate Industry;
Texas
- December 2022 (Revised May 2023)
- Case
Iberdrola: Leading the Energy Revolution
By: Juan Alcácer and Emer Moloney
At the end of 2019, Ignacio Galán, the Chairman and CEO of the world's third largest utility, Iberdrola, reflected on his almost 20 years at the company. He managed a portfolio of three very different businesses, each with their own specific opportunities and...
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Keywords:
Energy;
Energy Generation;
Energy Sources;
Non-Renewable Energy;
Renewable Energy;
Engineering;
Innovation and Management;
Innovation Leadership;
Innovation Strategy;
Technological Innovation;
Leadership;
Growth and Development Strategy;
Market Timing;
Industry Growth;
Mission and Purpose;
Strategy;
Energy Industry;
Green Technology Industry;
Utilities Industry;
Transportation Industry;
Auto Industry;
Spain;
United Kingdom;
United States;
Brazil;
Mexico
- 2022
- Working Paper
Reverse Engineering the Self
By: Laurie Paul, Joshua B. Tenenbaum, Julian De Freitas and T. Ullman
- November 2022 (Revised December 2022)
- Case
Replika AI: Monetizing a Chatbot
By: Julian De Freitas and Nicole Tempest Keller
In early 2018, Eugenia Kuyda, co-founder and CEO of San Francisco-based chatbot Replika AI, was deciding how to monetize the app she had built. Launched in 2017, Replika was a consumer AI “companion app” developed by a team of AI software engineers originally based in...
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- October 2022
- Case
Driving Decarbonization at BMW
The case describes BMW’s electrification and decarbonization strategy, and how the company measured carbon emissions throughout the life cycle of its vehicles and used tools like carbon abatement cost curves to evaluate decarbonization opportunities. In mid-2022,...
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Keywords:
Decarbonization;
Climate Change;
Environment;
Sustainability;
Carbon Accounting;
Carbon;
Carbon Abatement;
Electric Vehicles;
Automobiles;
Transportation;
Environmental Accounting;
Environmental Management;
Environmental Sustainability;
Accounting;
Strategy;
Technological Innovation;
Supply Chain;
Business and Stakeholder Relations;
Transportation Industry;
Auto Industry;
Battery Industry;
Germany;
China;
United States;
Europe
- October 2022
- Case
Beam Dental (A)
By: Rembrand Koning and Alicia Dadlani
In May 2014, Alex Frommeyer, cofounder and CEO of Kentucky-based Beam Dental, a seed-stage startup that developed connected toothbrushes that tracked brushing habits, needed to decide which strategy to pitch to a venture capital firm. The first pitch deck played to the...
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- September 2022
- Case
AllSpice: GitHub for Hardware Engineers
By: Jeffrey J. Bussgang and Mel Martin
AllSpice, a software-as-a-service company that built a GitHub-like revision control tool for hardware engineers, was in the midst of preparing for rapid scale when the 2022 market downturn left them with big decisions to make. Cofounder and CEO Valentina Ratner had to...
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- 2022
- Working Paper
What Would It Mean for a Machine to Have a Self?
By: Julian De Freitas, Ahmet Kaan Uğuralp, Zeliha Uğuralp, Laurie Paul, Joshua B. Tenenbaum and Tomer Ullman
What would it mean for autonomous AI agents to have a ‘self’? One proposal for a minimal
notion of self is a representation of one’s body spatio-temporally located in the world, with a tag
of that representation as the agent taking actions in the world. This turns...
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