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March 2022 (Revised May 2022)
Case

Winning Business at Russell Reynolds (A)

By: Ethan Bernstein and Cara Mazzucco

In an effort to make compensation drive collaboration, Russell Reynolds Associates’ (RRA) CEO Clarke Murphy sought to re-engineer the bonus system for his executive search consultants in 2016. As his HR analytics guru, Kelly Smith, points out, that risks upsetting–and... View Details

March 2022
Supplement

Winning Business at Russell Reynolds (B)

By: Ethan Bernstein and Cara Mazzucco

In an effort to make compensation drive collaboration, Russell Reynolds Associates’ (RRA) CEO Clarke Murphy sought to re-engineer the bonus system for his executive search consultants in 2016. As his HR analytics guru, Kelly Smith, points out, that risks upsetting–and... View Details

Article

Use Purpose to Transform Your Workplace

By: Leena Nair, Nick Dalton, Patrick Hull and William Kerr

Is keeping pace with the future of work incompatible with using purpose to guide the organization? Unilever is stretching its well-known commitment to purpose for a new and daunting challenge—the transformation of its workforce of more than 149,000 employees. Its... View Details

Keywords: Future Of Work; Purpose; Unilever; Organizations; Mission and Purpose; Talent and Talent Management; Transition; Decision Making; Transformation

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February 2022 (Revised January 2024)
Supplement

Winning Business at Russell Reynolds (C)

By: Ethan Bernstein and Cara Mazzucco

In an effort to make compensation drive collaboration, Russell Reynolds Associates’ (RRA) CEO Clarke Murphy sought to re-engineer the bonus system for his executive search consultants in 2016. As his HR analytics guru, Kelly Smith, points out, that risks upsetting—and... View Details

Keywords: Restructuring; Talent and Talent Management; Compensation and Benefits; Growth and Development Strategy; Organizational Change and Adaptation; Organizational Culture; Performance Evaluation; Motivation and Incentives; Consulting Industry

February 2022
Case

US Foods: Driving Post-Pandemic Success?

By: David E. Bell, Olivia Hull and Amy Klopfenstein

In November 2021, US Foods CEO Pietro Satriano must decide his company’s trajectory following the COVID-19 pandemic. US Foods suffered due to business closures and social distancing during the height of the pandemic. While the situation improved following the return of... View Details

February 2022 (Revised November 2022)
Case

Fondeadora

By: Álvaro Rodríguez Arregui and Mitchell Weiss

Norman Müller and René Serrano, cofounders of Fondeadora, a Mexican “neobank,” had lined up a $12.5 million in Series A funding round in 2020 only to run into a major obstacle: The lead investor was Gradient Ventures, a venture firm launched by Alphabet, Inc., and... View Details

Keywords: Fundraising; Entrepreneurship; Venture Capital; Financial Institutions; Business Startups; Government Legislation; Governing Rules, Regulations, and Reforms; Financial Strategy; Financial Services Industry; Mexico City; Latin America

February 2022
Case

NFX Capital and Moov Technologies

By: Scott Duke Kominers and Nicole Tempest Keller

In July 2019, James Currier, a general partner at San Francisco-based NFX Ventures, was considering a seed stage investment of $1.5 million in Moov Technologies, a B2B marketplace for used industrial equipment. NFX was a venture capital firm focused on seed-stage... View Details

Keywords: Venture Capital; Network Effects; Marketplace Matching; Digital Platforms; Market Design; Applications and Software; Semiconductor Industry; Financial Services Industry; San Francisco

2022
Article

Alleviating Time Poverty Among the Working Poor: A Pre-Registered Longitudinal Field Experiment

By: A.V. Whillans and Colin West

Poverty entails more than a scarcity of material resources—it also involves a shortage of time. To examine the causal benefits of reducing time poverty, we conducted a longitudinal feld experiment over six consecutive weeks in an urban slum in Kenya with a sample of... View Details

Keywords: Time; Subjective Well Being; Administrative Costs; Friction; Poverty; Well-being; Money; Perception; Kenya

January 10, 2022
Article

The Secret Ingredient of Thriving Companies? Human Magic

By: Hubert Joly

The traditional corporate approach to motivating people has been a combination of carrots and sticks: a system of financial incentives designed to mobilize everyone around a plan designed by a few smart people at the top. Multiple studies have confirmed that, for any... View Details

Keywords: Meaning; Purpose; Organizational Culture; Employees; Motivation and Incentives; Performance

2022
Working Paper

Rethinking Explainability as a Dialogue: A Practitioner's Perspective

By: Himabindu Lakkaraju, Dylan Slack, Yuxin Chen, Chenhao Tan and Sameer Singh

As practitioners increasingly deploy machine learning models in critical domains such as healthcare, finance, and policy, it becomes vital to ensure that domain experts function effectively alongside these models. Explainability is one way to bridge the gap between... View Details

Keywords: Natural Language Conversations; AI and Machine Learning; Experience and Expertise; Interactive Communication; Business and Stakeholder Relations

Article

Megastudies Improve the Impact of Applied Behavioural Science

By: Katherine L. Milkman, Dena Gromet, Hung Ho, Joseph S. Kay, Timothy W. Lee, Pepi Pandiloski, Yeji Park, Aneesh Rai, Max Bazerman, John Beshears, Lauri Bonacorsi, Colin Camerer, Edward Chang, Gretchen Chapman, Robert Cialdini, Hengchen Dai, Lauren Eskreis-Winkler, Ayelet Fishbach, James J. Gross, Samantha Horn, Alexa Hubbard, Steven J. Jones, Dean Karlan, Tim Kautz, Erika Kirgios, Joowon Klusowski, Ariella Kristal, Rahul Ladhania, Jens Ludwig, George Loewenstein, Barbara Mellers, Sendhil Mullainathan, Silvia Saccardo, Jann Spiess, Gaurav Suri, Joachim H. Talloen, Jamie Taxer, Yaacov Trope, Lyle Ungar, Kevin G. Volpp, Ashley V. Whillans, Jonathan Zinman and Angela L. Duckworth

Policy-makers are increasingly turning to behavioural science for insights about how to improve citizens’ decisions and outcomes. Typically, different scientists test different intervention ideas in different samples using different outcomes over different time... View Details

Keywords: Policy Making; Behavioral Science; Behavior; Change; Decision Making; Policy

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Article

Adaptive Machine Unlearning

By: Varun Gupta, Christopher Jung, Seth Neel, Aaron Roth, Saeed Sharifi-Malvajerdi and Chris Waites

Data deletion algorithms aim to remove the influence of deleted data points from trained models at a cheaper computational cost than fully retraining those models. However, for sequences of deletions, most prior work in the non-convex setting gives valid guarantees... View Details

Keywords: Machine Learning; AI and Machine Learning

Article

Social Technology: An Interdisciplinary Approach to Improving Care for Older Adults

By: Arthur Kleinman, Hongtu Chen, Sue E. Levkoff, Ann Forsyth, David E. Bloom, Winnie Yip, Tarun Khanna, Conor J. Walsh, David Perry, Ellen W. Seely, Anne S. Kleinman, Yan Zhang, Yuan Wang, Jun Jing, Tianshu Pan, Ning An, Zhenggang Bai, Jiexiu Wang, Qing Liu and Fawwaz Habbal

Population aging is a defining demographic reality of our era. It is associated with an increase in the societal burden of delivering care to older adults with chronic conditions or frailty. How to integrate global population aging and technology development to help... View Details

Keywords: Health Care and Treatment; Age; Service Delivery; Information Technology; Collaborative Innovation and Invention

November 2021 (Revised May 2025)
Teaching Plan

Responsive Working at PepsiCo UK (A), (B), and (C)

By: Amy C. Edmondson

This teaching plan is designed to be used in conjunction with the case “Responsive Working at PepsiCo UK (A) and (B)” HBS product numbers 621076 and 621077 to help faculty deepen students’ comprehension of business issues and energize classroom discussion. View Details

November 2021 (Revised November 2023)
Case

Hitting Home: Amazon and Mary's Place

By: Paul M. Healy, Debora L. Spar and Amy Klopfenstein

In 2020, Amazon, the $386 billion online retail behemoth, built an eight-story shelter for women and families experiencing homelessness on its expanding headquarters in Seattle, Washington. The shelter, operated in partnership with a non-profit organization known as... View Details

Keywords: Business Ethics; Homelessness; Business And Society; Corporate Social Responsibility and Impact; Social Issues; Corporate Accountability; Urban Development; Society; Information Technology; Ethics; Technology Industry; Seattle; United States; North America

September 28, 2021
Article

12 Questions About Hybrid Work, Answered

By: Tsedal Neeley

As we move into the next phase of the pandemic, companies are grappling with whether and how to bring their employees back into the office after working from home extensively. According to multiple surveys, most people want a mix of in-person and remote work, and some... View Details

Keywords: COVID-19 Pandemic; Remote Work; Transition; Employees; Job Design and Levels; Organizational Structure

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September 2021
Article

Joint Problem-solving Orientation in Fluid Cross-boundary Teams

By: Michaela J. Kerrissey, Anna T. Mayo and Amy C. Edmondson

Using interviews, a national field survey, and an online laboratory study, we have examined teamwork in fluid cross-boundary teams. Across three studies, we qualitatively discovered and quantitatively explored "joint problem-solving orientation" as a new team factor.... View Details

Keywords: Problem Solving; Cross-boundary Teams; Groups and Teams; Problems and Challenges; Performance

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Article

Design Physical and Digital Spaces to Foster Inclusion

By: Eric Anicich, Jon M. Jachimowicz, Merrick Osborne and L. Taylor Phillips

Often, strategies around making organizations more anti-racist focus on changing hearts and minds. Sometimes this isn’t enough, however, and can result in backlash or increased self-segregation among white employees. In these situations, leaders should consider using... View Details

Keywords: Anti-racism; Inclusion; Work Environment; Organizational Culture; Diversity; Change Management

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July–August 2021
Article

Surfacing the Submerged State: Operational Transparency Increases Trust in and Engagement with Government

By: Ryan W. Buell, Ethan Porter and Michael I. Norton

Problem definition: As trust in government reaches historic lows, frustration with government performance approaches record highs. Academic/practical relevance: We propose that in co-productive settings like government services, peoples’ trust and... View Details

Keywords: Government Services; Behavioral Operations; Operational Transparency; Government Administration; Service Operations; Programs; Perception; Attitudes; Behavior; Trust

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2021
Article

Designing, Not Checking, for Policy Robustness: An Example with Optimal Taxation

By: Benjamin B. Lockwood, Afras Sial and Matthew C. Weinzierl

Economists typically check the robustness of their results by comparing them across plausible ranges of parameter values and model structures. A preferable approach to robustness—for the purposes of policymaking and evaluation—is to design policy that takes these... View Details

Keywords: Optimal Taxation; Income Tax; Social Welfare; Elasticity; Income; Taxation; Policy

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