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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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Keywords:
Large Language Model;
AI and Machine Learning;
Performance Efficiency;
Performance Improvement
Dell'Acqua, Frabrizio, Edward McFowland III, Ethan Mollick, Hila Lifshitz-Assaf, Katherine C. Kellogg, Saran Rajendran, Lisa Krayer, François Candelon, and Karim R. Lakhani. "Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality." Harvard Business School Working Paper, No. 24-013, September 2023.
- August 2023
- Case
Kariyer.net: Recruiting AI
By: Shunyuan Zhang, Fares Khrais and Namrata Arora
In 2017, Fatih Uysal (AMP 2021) became CEO of Kariyer.net. By then, the business was already the industry leading online job board in Turkey. However, faced with stalling growth, a turbulent macroenvironment, and growing competition from international players, Uysal...
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Keywords:
Online Technology;
Marketing;
Websites;
Artificial Intelligence;
Innovation;
Two-sided Platforms;
Internet and the Web;
Product Launch;
Product Positioning;
Job Search;
Employment;
Transformation;
Volatility;
Innovation and Invention;
Disruptive Innovation;
Management Practices and Processes;
Business Growth and Maturation;
Competitive Strategy;
Business Startups;
Talent and Talent Management;
Cost vs Benefits;
Macroeconomics;
Corporate Entrepreneurship;
Emerging Markets;
Digital Platforms;
Employment Industry;
Information Technology Industry;
Technology Industry;
Middle East;
Turkey
Zhang, Shunyuan, Fares Khrais, and Namrata Arora. "Kariyer.net: Recruiting AI." Harvard Business School Case 524-014, August 2023.
- July–August 2023
- Article
Demand Learning and Pricing for Varying Assortments
By: Kris Ferreira and Emily Mower
Problem Definition: We consider the problem of demand learning and pricing for retailers who offer assortments of substitutable products that change frequently, e.g., due to limited inventory, perishable or time-sensitive products, or the retailer’s desire to...
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Keywords:
Experiments;
Pricing And Revenue Management;
Retailing;
Demand Estimation;
Pricing Algorithm;
Marketing;
Price;
Demand and Consumers;
Mathematical Methods
Ferreira, Kris, and Emily Mower. "Demand Learning and Pricing for Varying Assortments." Manufacturing & Service Operations Management 25, no. 4 (July–August 2023): 1227–1244. (Finalist, Practice-Based Research Competition, MSOM (2021) and Finalist, Revenue Management & Pricing Section Practice Award, INFORMS (2019).)
- 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
Siemens AG: A Private Equity Approach Within an Industrial Corporation?
By: David J. Collis and Haisley Wert
In July 2022, Horst Kayser, Chairman of Siemens AG Portfolio Companies (POC), was reflecting on the advice he could offer Roland Busch, Chief Executive Officer of the parent company Siemens AG, about whether and how to operate a private equity-like approach inside the...
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Collis, David J., and Haisley Wert. "Siemens AG: A Private Equity Approach Within an Industrial Corporation?" Harvard Business School Case 723-420, June 2023.
- May 2023
- Case
IBM’s Ginni Rometty: Leading with Good Power
By: Hubert Joly, Leonard A. Schlesinger and Stacy Straaberg
In March 2023, Virginia (Ginni) Rometty published Good Power: Leading Positive Change in our Lives, Work, and World, which covered her personal history and career at International Business Machines (IBM). Rometty was IBM’s ninth and first woman CEO from 2012–2020. Her...
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Keywords:
Transformation;
Acquisition;
Trends;
Gender;
Diversity;
Education;
Training;
Values and Beliefs;
Profit;
Revenue;
Leadership Style;
Leading Change;
Business or Company Management;
Negotiation;
Corporate Social Responsibility and Impact;
Mission and Purpose;
Organizational Change and Adaptation;
Organizational Culture;
Family and Family Relationships;
Business and Community Relations;
Business and Government Relations;
Business and Shareholder Relations;
Business and Stakeholder Relations;
Personal Characteristics;
Perspective;
Social Issues;
Adaptation;
Business Strategy;
Commercialization;
Competition;
Corporate Strategy;
Information Infrastructure;
Information Technology;
Health Industry;
Information Technology Industry;
Manufacturing Industry;
Service Industry;
Technology Industry;
New York (city, NY);
United States
- 2023
- Article
Conduit Incentives: Eliciting Cooperation from Workers Outside of Managers' Control
By: Susanna Gallani
Can managers use monetary incentives to elicit cooperation from workers they cannot reward for their efforts? I study “conduit incentives,” an innovative incentive design, whereby managers influence bonus-ineligible workers’ effort by offering bonus-eligible employees...
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Keywords:
Organizational Behavior Modification;
Peer Monitoring;
Persistence Of Performance Improvements;
Crowding Out;
Implicit Incentives;
Compensation;
Healthcare;
Social Pressure;
Image Motivation;
Incentives;
Motivation;
Performance;
Behavior;
Motivation and Incentives;
Compensation and Benefits;
Governing Rules, Regulations, and Reforms;
Organizational Culture;
Health Industry;
California
Gallani, Susanna. "Conduit Incentives: Eliciting Cooperation from Workers Outside of Managers' Control." Accounting Review 93, no. 3 (2023): 1–28.
- May 2023
- Article
Incentive Effects of Subjective Allocations of Rewards and Penalties
By: Wei Cai, Susanna Gallani and Jee-Eun Shin
We examine the incentive effects of subjectivity in allocating tournament-based rewards and punishments. We use data from a company where reward and punishment decisions are based on a combination of objective metrics and subjective performance assessments. Rankings...
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Keywords:
Subjectivity;
Tournament-based Incentives;
Rewards;
Penalties;
Expectancy Theory;
Employees;
Compensation and Benefits;
Management;
Decisions;
Performance;
Measurement and Metrics
Cai, Wei, Susanna Gallani, and Jee-Eun Shin. "Incentive Effects of Subjective Allocations of Rewards and Penalties." Management Science 69, no. 5 (May 2023): 3121–3139.
- April 24, 2023
- Article
In the COVID Era, Why Corporate Benefits Demand CEO/CFO Leadership
The expectation that employers provide their employees’ health benefits has been around since World War II. Unfortunately, although today’s employees expect employers to treat them as individuals, ease their experiences, prioritize their wellbeing, and control cost,...
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Keywords:
COVID;
COVID-19 Pandemic;
CEO;
Leadership;
Health Insurance;
Benefits;
CFO;
Compensation and Benefits
Herzlinger, Regina E. "In the COVID Era, Why Corporate Benefits Demand CEO/CFO Leadership." CMR Insights (April 24, 2023).
- April 2023 (Revised July 2023)
- Case
Dena Almansoori at e&: Fostering Culture Change at a UAE Telco Transforming to a Global Techco
By: Emily Truelove, Michelle Zhang and Alpana Thapar
Dena Almansoori, the first female and one of the youngest members of the United Arab Emirates-based e&’s leadership team, joined in 2020 just before e& began a strategic transition from being a regional telecommunications company to becoming a global technology...
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Keywords:
Leadership;
Culture;
Transformation;
United Arab Emirates;
Middle East;
Technology;
Telecommunications;
Employee Mobility;
Talent;
Leading Change;
Human Resources;
Telecommunications Industry;
Technology Industry;
Middle East
Truelove, Emily, Michelle Zhang, and Alpana Thapar. "Dena Almansoori at e&: Fostering Culture Change at a UAE Telco Transforming to a Global Techco." Harvard Business School Case 423-040, April 2023. (Revised July 2023.)
- April 2023 (Revised July 2023)
- Case
Dena Almansoori at e&: Fostering Culture Change at a UAE Telco Transforming to a Global Techco (Abridged)
By: Emily Truelove, Michelle Zhang and Alpana Thapar
Dena Almansoori, the first female and one of the youngest members of the United Arab Emirates-based e&’s leadership team, joined in 2020 just before e& began a strategic transition from being a regional telecommunications company to becoming a global technology...
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Keywords:
Leadership;
Culture;
Transformation;
United Arab Emirates;
Middle East;
Technology;
Telecommunications;
Employee Mobility;
Talent;
Leading Change;
Human Resources;
Telecommunications Industry;
Technology Industry;
Middle East
Truelove, Emily, Michelle Zhang, and Alpana Thapar. "Dena Almansoori at e&: Fostering Culture Change at a UAE Telco Transforming to a Global Techco (Abridged)." Harvard Business School Case 423-059, April 2023. (Revised July 2023.)
- April 2023
- Article
A Field Experiment on Subgoal Framing to Boost Volunteering: The Trade-off Between Goal Granularity and Flexibility
By: Aneesh Rai, Marissa A. Sharif, Edward H. Chang, Katherine L. Milkman and Angela L. Duckworth
Research suggests that breaking overarching goals into more granular subgoals is beneficial for goal progress. However, making goals more granular often involves reducing the flexibility provided to complete them, and recent work shows that flexibility can also be...
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Rai, Aneesh, Marissa A. Sharif, Edward H. Chang, Katherine L. Milkman, and Angela L. Duckworth. "A Field Experiment on Subgoal Framing to Boost Volunteering: The Trade-off Between Goal Granularity and Flexibility." Journal of Applied Psychology 108, no. 4 (April 2023): 621–634.
- Spring 2023
- Article
Incentive Contract Design and Employee-Initiated Innovation: Evidence from the Field
By: Wei Cai, Susanna Gallani and Jee-Eun Shin
This study examines how the design of incentive contracts for tasks defined as workers’ official responsibilities (i.e., standard tasks) influences workers’ propensity to engage in employee-initiated innovation (EII). EII corresponds to innovation activities that are...
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Keywords:
Employee-initiated Innovation;
Contract Design;
Rank-and-file;
Extra-role Behaviors;
Compensation and Benefits;
Motivation and Incentives;
Innovation and Management
Cai, Wei, Susanna Gallani, and Jee-Eun Shin. "Incentive Contract Design and Employee-Initiated Innovation: Evidence from the Field." Contemporary Accounting Research 40, no. 1 (Spring 2023): 292–323.
- March–April 2023
- Article
The New-Collar Workforce
By: Colleen Ammerman, Boris Groysberg and Ginni Rometty
Many workers today are stuck in low-paying jobs, unable to advance simply because they don’t have a bachelor’s degree. At the same time, many companies are desperate for workers and not meeting the diversity goals that could help them perform better while also reducing...
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Ammerman, Colleen, Boris Groysberg, and Ginni Rometty. "The New-Collar Workforce." Harvard Business Review 101, no. 2 (March–April 2023): 96–103.
- April 2023
- Teaching Note
Netflix’s Culture: Binge or Cringe?
By: Hubert Joly, Leonard A. Schlesinger, James Barnett and Stacy Straaberg
In April 2022, streaming entertainment company Netflix lost customers for the first time in more than 10 years. Once a first mover in the streaming landscape, Netflix was facing competition from Amazon Prime Video, Disney+, HBO Max, and others. A key component of...
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Keywords:
Compensation and Benefits;
Employees;
Recruitment;
Resignation and Termination;
Retention;
Selection and Staffing;
Innovation and Management;
Innovation Strategy;
Leadership Style;
Business or Company Management;
Management Style;
Media;
Business Processes;
Organizational Culture;
Organizational Structure;
Performance Expectations;
Performance Productivity;
Creativity;
Business Strategy;
Entertainment and Recreation Industry;
Media and Broadcasting Industry;
Motion Pictures and Video Industry;
Video Game Industry;
North America;
California;
Canada;
Europe;
Middle East;
Africa;
Asia;
Latin America
- March 2023
- Case
Walmart’s Live Better U
By: Boris Groysberg, Annelena Lobb and Kerry Herman
Walmart’s Live Better U (LBU) program, which allowed its frontline employees and managers to attend college at Walmart’s expense, had expanded and changed over the course of five years. How could Walmart better develop the program for its associates and use it to meet...
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Groysberg, Boris, Annelena Lobb, and Kerry Herman. "Walmart’s Live Better U." Harvard Business School Case 423-057, March 2023.
- March 2023 (Revised May 2023)
- Background Note
Workforce Change: The Hidden Costs of Layoffs and Managing Staff Reductions
By: Sandra J. Sucher, Marilyn Morgan Westner and Christopher Diak
Globally, over the past fifty years, more companies have used layoffs to cut costs during periods of decreased demand or economic downturns. But layoffs have far-reaching consequences, generate hidden costs, and harm the company in myriad ways. This note reviews ways...
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Keywords:
Human Resource Management;
Layoffs;
Furloughs;
Human Resources;
Management Practices and Processes;
Employee Relationship Management;
Resignation and Termination;
Compensation and Benefits;
United States
Sucher, Sandra J., Marilyn Morgan Westner, and Christopher Diak. "Workforce Change: The Hidden Costs of Layoffs and Managing Staff Reductions." Harvard Business School Background Note 323-073, March 2023. (Revised May 2023.)
- March 2023 (Revised June 2023)
- Case
Layoffs in the Tech Industry: 2022–2023
By: Sandra J. Sucher and Marilyn Morgan Westner
This case examines the mass layoffs that swept through the tech industry (2022-2023) through the lens of four companies: Twitter, Stripe, Meta, and Google. How these companies implemented workforce change through mass layoffs raises critical questions applicable beyond...
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Keywords:
Layoffs;
Human Resource Management;
Workforce Reductions;
Ethics;
Human Resources;
Management;
Values and Beliefs;
Employee Relationship Management;
Resignation and Termination;
Compensation and Benefits;
Technology Industry;
United States;
United Kingdom
Sucher, Sandra J., and Marilyn Morgan Westner. "Layoffs in the Tech Industry: 2022–2023." Harvard Business School Case 323-095, March 2023. (Revised June 2023.)
- 2023
- Working Paper
Sending Signals: Strategic Displays of Warmth and Competence
By: Bushra S. Guenoun and Julian J. Zlatev
Using a combination of exploratory and confirmatory approaches, this research examines how
people signal important information about themselves to others. We first train machine learning
models to assess the use of warmth and competence impression management...
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Keywords:
AI and Machine Learning;
Personal Characteristics;
Perception;
Interpersonal Communication
Guenoun, Bushra S., and Julian J. Zlatev. "Sending Signals: Strategic Displays of Warmth and Competence." Harvard Business School Working Paper, No. 23-051, February 2023.
- February 2023
- Case
Graphic Packaging: Project Cowboy (A)
By: Benjamin C. Esty and E. Scott Mayfield
In July 2019, Graphic Packaging CEO Michael Doss was proposing a $600 million investment in a new machine to produce coated recycled board (CRB), a type of paper packaging used for consumer products (cups, cereal boxes, beverage boxes, etc.) that utilized recycled...
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Keywords:
Capital Budgeting;
Growth Management;
Demand and Consumers;
Duopoly and Oligopoly;
Competitive Strategy;
Competitive Advantage;
Expansion;
Value Creation;
Supply and Industry;
Pulp and Paper Industry;
Manufacturing Industry;
United States;
North America
Esty, Benjamin C., and E. Scott Mayfield. "Graphic Packaging: Project Cowboy (A)." Harvard Business School Case 223-009, February 2023.