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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
Teaching Note

Yellow Digital Retailers: Providing Solar Electricity to Transform Rural Africa

By: Lynda M. Applegate and Michael Norris

February 2022
Case

Agora (A)

By: Lindsay N. Hyde, Thomas R. Eisenmann and Tom Quinn

Agora was a civic technology (civic tech) startup founded by Elsa Sze, who wanted to enhance the connection between political officials and their constituents by facilitating virtual “town halls,” making underrepresented voices heard and benefiting elected and... View Details

Keywords: Civic Technology; Government Administration; Conferences; Business Startups; Business Strategy

February 2022
Supplement

Agora (B)

By: Lindsay N. Hyde, Thomas R. Eisenmann and Tom Quinn

This is the conclusion to Agora (A), where founder Elsa Sze decides if she wants to continue investing energy in her civic technology startup.
Agora was a civic technology (civic tech) startup founded by Elsa Sze, who wanted to enhance the connection between... View Details

Keywords: Civic Technology; Government Administration; Conferences; Business Startups; Business Strategy

February 10, 2022
Article

How to Build a Life: The Common Dating Strategy That's Totally Wrong

By: Arthur C. Brooks

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February 2022 (Revised March 2022)
Case

National Electric Vehicles Sweden (NEVS): Materializing a Vision

By: Shane Greenstein and Elena Corsi

In 2021, the car manufacturer National Electric Vehicle Sweden (NEVS) faced the challenge of securing funding from its investor to launch an innovative mobility solution based on fleets of shared autonomous driving (AD) cars. The system was complex as it required the... View Details

Keywords: Autonomous Vehicles; Product Design; Sustainable Cities; Transportation Networks; Auto Industry; Sweden; Europe

February 2022
Supplement

SpartanNash Company: The Amazon Warrants (A)

By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher

As of 12/31/21, Amazon held $22 billion of equity and warrants in related companies. In fact, it often requests a free grant of warrants when it enters into a new commercial agreement with a supplier. Over the past 20 years, Amazon has gotten warrants almost 20... View Details

Keywords: Valuation; Value Creation; Consumer Behavior; Negotiation; Distribution; Ownership; Partners and Partnerships; Business Strategy; Equity; Distribution Industry; Food and Beverage Industry; United States

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
Teaching Note

AptDeco: Circular Economy Furniture Marketplace

By: Ayelet Israeli

Teaching Note for HBS Case No. 521-069. AptDeco, a used furniture marketplace, was growing rapidly in the tri-state area. The co-founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120... View Details

Keywords: E-Commerce Strategy; Mobile; Word-of-Mouth; Word Of Mouth; Word-of-mouth Marketing; Internet Marketing; Growth Strategy; Platform; Platforms; Two Sided Markets; Two-sided Market; Two-sided Marketplace; Two-Sided Markets; Two-sided Network; Black Entrepreneurs; Black Leadership; African Americans; African-American Protagonist; Circular; Peer-to-peer Markets; Furniture Industry; Growth Hacking; Monetization Strategy; Growth Management; Marketing Strategy; Entrepreneurship; Digital Platforms; Marketing Channels; Digital Marketing; Consumer Behavior; Acquisition; Retention; Growth and Development Strategy; Customer Focus and Relationships; Expansion; Brands and Branding; E-commerce; Retail Industry; Consumer Products Industry; Technology Industry; Web Services Industry; United States; North America; New York (city, NY); New York (state, US)

February 2022 (Revised April 2022)
Case

BUA Group

By: John D. Macomber, Pippa Tubman Armerding and Wale Lawal

BUA Group must decide between investments in cement, road building, power generation, or sugar. Private businesses are important to economic development in Africa. Students must assess the competitive nature of each of these industries, the magnitude of capital... View Details

Keywords: Investing; Transportation; Strategy; Project Finance; Agribusiness; Construction; Infrastructure; Governing Rules, Regulations, and Reforms; Agriculture and Agribusiness Industry; Nigeria; Africa

February 2022
Teaching Note

Cisco Systems and OpenDNS: Strategic Integration

February 2022
Teaching Plan

Community Solutions

By: Brian Trelstad and Tom Quinn

Teaching Plan for HBS Case No. 322-021. Community Solutions was an anti-homelessness nonprofit founded in 2011 after protagonist Rosanne Haggerty grew frustrated with the limited impact of traditional housing and outreach strategies. It set an ambitious goal, reached... View Details

Keywords: Homelessness; Social Issues; Housing; Human Needs; Poverty; Welfare; Business and Community Relations; Analytics and Data Science; Business Strategy; Corporate Social Responsibility and Impact; Philanthropy and Charitable Giving

February 2022
Technical Note

Ethical Analysis: Fairness

By: Nien-hê Hsieh

Concerns about fairness can arise across a wide range of contexts. They include the treatment of others, how much things cost, how much workers are paid, the outcome of a decision, and how we assign benefits and burdens across individuals. What counts as fair in a... View Details

Keywords: Fairness; Management Practices and Processes; Decision Choices and Conditions

February 2022 (Revised December 2022)
Background Note

Legal Analysis: Employees

By: Nien-he Hsieh

February 2022 (Revised April 2022)
Case

Pushing Past the Boundaries of ESG Investing: AQR Capital Management

By: Lauren H. Cohen, Richard B. Evans, Umit G. Gurun and Quoc H. Nguyen

Cliff Asness was facing a dilemma into how he would plunge his hedge fund into the hottest investment area worldwide—ESG Investing. Founder and managing principal of AQR—one the most storied quantitative hedge funds in the world—Asness knew anything less than a big... View Details

Keywords: ESG; Hedge Fund; Investment; Equity; Green Technology

2022
Working Paper

The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

By: Satyapriya Krishna, Tessa Han, Alex Gu, Javin Pombra, Shahin Jabbari, Steven Wu and Himabindu Lakkaraju

As various post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to develop a deeper understanding of if and when the explanations output by these methods disagree with each other, and how... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Mathematical Methods

February 9, 2022
Article

What's the Optimal Workplace for Your Organization?

By: Maria P. Roche and Andy Wu

More than two years in the COVID-19 pandemic, companies are struggling with how to reimagine their workspaces for their strategic needs. Too often, leaders push the decision down the road when, in fact, taking decisive action now can pay off later. But how do you... View Details

Keywords: Workplace; Organization; Hybrid Organizations; Office Space; Growth; Remote Work; Strategy; Organizations; Growth and Development; Working Conditions

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Article

A 680,000-Person Megastudy of Nudges to Encourage Vaccination in Pharmacies

By: Katherine L. Milkman, Linnea Gandhi, Mitesh S. Patel, Heather N. Graci, Dena M. Gromet, Hung Ho, Joseph S. Kay, Timothy W. Lee, Jake Rothschild, Jonathan E. Bogard, Ilana Brody, Christopher F. Chabris, Edward Chang, Gretchen B. Chapman, Jennifer E. Dannals, Noah J. Goldstein, Amir Goren, Hal Hershfield, Alex Hirsch, Jillian Hmurovic, Samantha Horn, Dean Karlan, Ariella S. Kristal, Cait Lamberton, Michael N. Meyer, Allison H. Oakes, Maurice E. Schweitzer, Maheen Shermohammed, Jaochim H. Talloen, Caleb Warren, Ashley V. Whillans, Kuldeep N. Yadav, Julian J. Zlatev, Ron Berman, Chalanda N. Evans, Rahul Ladhania, Jens Ludwig, Nina Mazar, Sendhil Mullainathan, Christopher K. Snider, Jann Spiess, Eli Tsukayama, Lyle Ungar, Christophe Van den Bulte, Kevin G. Volpp and Angela L. Duckworth

Encouraging vaccination is a pressing policy problem. To assess whether text-based reminders can encourage pharmacy vaccination and what kinds of messages work best, we conducted a megastudy. We randomly assigned 689,693 Walmart pharmacy patients to receive one of 22... View Details

Keywords: Vaccination; Vaccines; Nudges; Communication Strategy; Communication Technology; Consumer Behavior; Health Care and Treatment

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February 2022 (Revised July 2022)
Case

Entrepreneurship in a Changing Arctic: Siberian Reindeer Herders and the Northern Sea Route

By: Sophus A. Reinert, Quinn Lewis, Anders Oskal and Kjell Stokvik

8 Feb 2022
Interview

Episode 109: Former Best Buy CEO Hubert Joly

By: Hubert Joly and Adam Mendler

A former Fortune 100 CEO, Hubert Joly was the leader of America's largest consumer electronics retailer. As CEO of Best Buy, Hubert led the company’s turnaround by implementing a distinct leadership philosophy and contrarian strategic decisions. Hubert joins Adam to... View Details

Keywords: Leadership Philosophy; Leadership; Personal Development and Career

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