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2023
Article

Estimating Causal Peer Influence in Homophilous Social Networks by Inferring Latent Locations.

By: Edward McFowland III and Cosma Rohilla Shalizi

Social influence cannot be identified from purely observational data on social networks, because such influence is generically confounded with latent homophily, that is, with a node’s network partners being informative about the node’s attributes and therefore its... View Details

Keywords: Causal Inference; Homophily; Social Networks; Peer Influence; Social and Collaborative Networks; Power and Influence; Mathematical Methods

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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... View Details

Keywords: Diversity; Recruitment; Social Issues; Higher Education; Competency and Skills

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March 2023 (Revised January 2025)
Case

Wilshire Lane Capital

By: Jeffrey J. Bussgang, Lindsay N. Hyde and Stacy Straaberg

In September 2021, Adam Demuyakor (MBA 2017) was faced with decisions about how to launch his venture capital (VC) investment firm. His previous investment activities were a series of angel investments and special purpose vehicles alongside two part-time general... View Details

Keywords: Ownership Stake; Investment Funds; Venture Capital; Business and Shareholder Relations; Real Estate Industry; Technology Industry; Los Angeles; California; United States

March 2023 (Revised May 2023)
Supplement

OneTen at Delta Air Lines: Catalyzing Family-Sustaining Careers for Black Talent (C)

By: Linda A. Hill and Lydia Begag

In February 2023, Delta Air Lines (Delta) Chief Executive Officer (CEO) Ed Bastian, celebrated the airline’s OneTen partnership in a room full of Atlanta’s prominent business leaders, educators, and public servants in Atlanta, at a OneTen/Delta Launch Event. To support... View Details

Keywords: Talent and Talent Management; Business and Stakeholder Relations; Business and Community Relations; Race; Leading Change; Air Transportation Industry; United States; Atlanta

February 2023 (Revised May 2023)
Case

Accelerating the Accelerator: Raja Al Mazrouei at DIFC Fintech Hive

By: Linda A. Hill, Emily Tedards and Lydia Begag

In January 2023, Raja Al Mazrouei became the Managing Director and Acting CEO of Etihad Credit Insurance (ECI) in Dubai, UAE. In her previous role as the Executive Vice President of the DIFC Fintech Hive, she successfully built and led an accelerator program for... View Details

February 2023
Case

SIMmersion: Simulating Crucial Conversations

By: Alison Wood Brooks, Julian Zlatev and F Katelynn Boland

This case introduces readers to SIMmersion, a company founded in 2002 that creates and sells training programs to firms, government agencies, educational institutions, and individuals (B2B and B2C). Their training programs are built around simulations (“sims”) that... View Details

Keywords: Decision Making; Interpersonal Communication; Training

February 2023
Case

Roblox: Virtual Commerce in the Metaverse

By: Ayelet Israeli and Nicole Tempest Keller

In 2022, Roblox had 58.8 million daily active users, including over half of all children and teens under the age of 16 in the United States. Roblox, a free-to-use “co-experience platform”, allowed users to come together in immersive 3D experiences to socialize, work,... View Details

February 2023
Article

Increasing the Demand for Workers with a Criminal Record

By: Zoë Cullen, Will Dobbie and Mitchell Hoffman

State and local policies increasingly restrict employers’ access to criminal records, but without addressing the underlying reasons that employers may conduct criminal background checks. Employers may thus still want to ask about a job applicant’s criminal record... View Details

Keywords: Criminal Record; Hiring; Background Checks; Recruitment; Insurance

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January 2023
Case

Natura: Weathering the Pandemic at Brazil's Cosmetic Giant

By: Brian Trelstad, Pedro Levindo and Carla Larangeira

Brazil's Natura, a multi-brand cosmetics group, has taken several measures to safeguard the livelihoods of its thousands of employees and millions of sales representatives during the COVID-19 health and economic crisis. The company has also made strides in its efforts... View Details

January 2023
Supplement

Apple: Privacy vs. Safety (B)

By: Henry McGee, Nien-hê Hsieh and Christian Godwin

In 2020, as the COVID-19 pandemic swept across the globe, Apple and Google partnered to develop a contact tracing application that would collect information about users infected with the disease and notify those who they had been in contact with. While Apple/Google’s... View Details

January 2023 (Revised June 2024)
Supplement

Zaoui & Co. (B): Executing the Odyssey SPAC Transaction

By: Ashish Nanda, Alex Kitsberg and Zack Kurtovich

In September 2019, founding partners Michael and Yoel Zaoui decided to add principal investing to Zaoui & Co.’s offerings. The case outlines how, over the next two years, Zaoui & Co. pursued the formation of a SPAC, Odyssey Acquisitions, followed by the identification... View Details

Keywords: Finance; Investment Banking; SPACs; M＆A; Strategy; Entrepreneurship; Europe; United Kingdom

January 2023 (Revised January 2023)
Case

Belden and Digital Transformation: From Product Sales to Solutions Sales

By: Frank V. Cespedes and Amy Klopfenstein

This case concerns the industrial automation division at Belden, a hardware manufacturer. While Belden historically sold products such as cables, wires, and other networking devices, EVP of Industrial Automation Ashish Chand recognized that IT vendors were entering the... View Details

Keywords: Implementation; Sales Cycle; Digital Transformation; Sales; Product Positioning; Business Model; Market Entry and Exit; Customer Focus and Relationships; Business and Stakeholder Relations; Supply and Industry; Technology Industry; North America; United States

January 2023
Case

Cleave Therapeutics: Taking a Risk on Oncology Drug Discovery

By: Regina Herzlinger and Brian Walker

What should a successful executive (HBS Baker Scholar) assess as her next move as the CEO of a firm with a promising and yet uncertain new drug? Amy Burroughs’ mandate to successfully commercialize Cleave Therapeutics’ drug for a cancer with no current successful... View Details

Keywords: Product Development; Leadership; Health Testing and Trials; Research and Development; Risk and Uncertainty; Financial Condition; Partners and Partnerships; Pharmaceutical Industry

2022
White Paper

The Partnership Imperative: Community Colleges, Employers, & America's Chronic Skills Gap

By: Joseph B. Fuller and Manjari Raman

The nature of work has changed dramatically across industries in the last few decades due to rapid and repeated waves of automation. Nowhere is this more evident than in middle-skills positions—those that require less than a four-year college degree but more than... View Details

Keywords: Future Of Work; Human Capital; Competency and Skills; Training; Higher Education; United States

December 2022
Article

'Just Letting You Know…': Underestimating Others' Desire for Constructive Feedback

By: Nicole Abi-Esber, Jennifer E. Abel, Juliana Schroeder and Francesca Gino

People often avoid giving feedback to others even when it would help fix a problem immediately. Indeed, in a pilot field study (N=155), only 2.6% of individuals provided feedback to survey administrators that the administrators had food or marker on their faces.... View Details

Keywords: Feedback; Helping; Prosocial Behavior; Misprediction; Relationships; Interpersonal Communication; Perspective

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December 2022 (Revised August 2023)
Case

Ribbit Capital and the Gauntlet Investment Opportunity

By: Shai Bernstein and Allison M. Ciechanover

Ten-year-old, Palo Alto-based Ribbit Capital is best-known for its global investments in fintech. The firm was also an early advocate of crypto and blockchain, having invested in more than two dozen startups in the space in the past decade. In the Spring of 2022,... View Details

Keywords: Alternative Assets; Cryptocurrency; Business Startups; Investment Portfolio; Decision Choices and Conditions; Negotiation Deal; Governing Rules, Regulations, and Reforms; Venture Capital; Financial Services Industry; California

2022
Working Paper

The Limits of Decentralized Administrative Data Collection: Experimental Evidence from Colombia

By: Natalia Garbiras-Diaz and Tara Slough

States collect vast amounts of data for use in policymaking and public administration. To do so, central governments frequently solicit data from decentralized bureaucrats. Because central governments use these data in policymaking, decentralized bureaucrats may face... View Details

Keywords: Decentralization; Policy-making; Policy/economics; Policy Evaluation; Governance; Government Administration; Government and Politics; Government Legislation; Policy; Public Opinion; Analytics and Data Science; Latin America; South America; Colombia

November 2022
Case

Ajax Health: A New Model for Medical Technology Innovation

By: Regina E. Herzlinger and Ben Creo

This case teaches key success factors for both startup and established MedTech firms. It examines how to structure a firm to maximize innovation and financial returns with organizational structures that better align the incentives for the different skill sets... View Details

Keywords: Business Startups; Success; Innovation Strategy; Mergers and Acquisitions; Market Entry and Exit; Financial Strategy; Business Model; Partners and Partnerships; Entrepreneurship; Private Equity; Medical Devices and Supplies Industry; Medical Devices and Supplies Industry

November 15, 2022
Article

What Really Makes Toyota’s Production System Resilient

By: Willy C. Shih

Toyota has fared better than many of its competitors in riding out the supply chain disruptions of recent years. But focusing on how Toyota had stockpiled semiconductors and the problems of other manufacturers, some observers jumped to the conclusion that the era of... View Details

Keywords: Supplier Relationships; Manufacturing; Supply Chain; Production; Auto Industry; United States; Japan

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November 2022
Case

Arcos Dorados’ Quest for the Digitalization of Last-Mile Delivery in Colombia

By: Jorge Tamayo, Jenyfeer Martinez Buitrago and Mariana Cal

In 2018, Francisco Staton, Managing Director of Arcos Dorados in Colombia had to decide on the company’s strategy to expand its food ordering and delivery business in the country. Arcos Dorados stood as McDonald’s largest independent franchisee, and Colombia was one of... View Details

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