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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... View Details

December 8, 2022
Article

What Companies Still Get Wrong about Layoffs

By: Sandra J. Sucher and Marilyn Morgan Westner

Research has long shown that layoffs have a detrimental effect on individuals and on corporate performance. The short-term cost savings provided by a layoff are often overshadowed by bad publicity, loss of knowledge, weakened engagement, higher voluntary turnover, and... View Details

Keywords: Resignation and Termination; Employment; Selection and Staffing; Performance

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December 2022 (Revised May 2024)
Background Note

Brief Note on Staggered Boards

By: Lynn S. Paine and Will Hurwitz

This background note discusses the evolution, use, and prevalence of staggered boards. By comparison with unitary boards whose members are all elected annually for one-year terms, staggered boards are divided into subsets of directors, with one subset up for election... View Details

Keywords: Corporate Governance; Governing and Advisory Boards; Business History; Trends; Decision Choices and Conditions; United States

2022
Working Paper

Stories, Statistics and Memory

By: Thomas Graeber, Christopher Roth and Florian Zimmermann

For most decisions, we rely on information encountered over the course of days, months or years. We consume this information in various forms, including abstract summaries of multiple data points – statistics – and contextualized anecdotes about individual instances... View Details

Keywords: Decision Choices and Conditions; Information Types; Media; Cognition and Thinking

2022
Working Paper

Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions

By: Caleb Kwon, Ananth Raman and Jorge Tamayo

We empirically analyze how managerial overrides to a commercial algorithm that forecasts demand and schedules labor affect store performance. We analyze administrative data from a large grocery retailer that utilizes a commercial algorithm to forecast demand and... View Details

Keywords: Employees; Human Capital; Performance; Applications and Software; Management Skills; Management Practices and Processes; Retail Industry

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

December 2022
Article

Two Representations of Information Structures and Their Comparisons

By: Jerry R. Green and Nancy L. Stokey

This paper compares two representations of informativeness. View Details

Keywords: Decision Choices and Conditions; Risk and Uncertainty; Information; Analysis

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2022
Article

Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations

By: Tessa Han, Suraj Srinivas and Himabindu Lakkaraju

A critical problem in the field of post hoc explainability is the lack of a common foundational goal among methods. For example, some methods are motivated by function approximation, some by game theoretic notions, and some by obtaining clean visualizations. This... View Details

Keywords: Mathematical Methods; Decision Choices and Conditions; Analytics and Data Science

November 2022
Technical Note

Leader Action Orientations

By: Ryan Raffaelli, Akshaya Varghese and Laura Weimer

Leaders are responsible for planning and executing actions that advance organizational goals. As individuals gain career experience, they tend to develop and rely on implicit mental models that shape how they go about “getting things done.” Without knowing it, most... View Details

Keywords: Leadership Development; Prejudice and Bias; Cognition and Thinking; Decision Making; Behavior

November 2022
Case

Wendy Estrella: Scaling Multiple Businesses

By: Jeffrey J. Bussgang and Sarah Mehta

Entrepreneur Wendy Estrella, a self-made, Latina millionaire based in Lawrence, Massachusetts, is attempting to simultaneously scale her law practice as well as her property management and development company. What path should she take for each and can she do it all,... View Details

Keywords: Business Ventures; Change; Competency and Skills; Decision Making; Demographics; Entrepreneurship; Personal Development and Career; Legal Services Industry; Real Estate Industry; Massachusetts

November 2022
Case

Hiring with the Community in Saint Paul

By: Mitchell B. Weiss and Sarah Mehta

This case reviews Saint Paul Mayor Melvin Carter’s decision to involve the community in the process of hiring his cabinet members. Rather than relying on an executive recruiting firm or choosing cabinet heads from his own network, Carter recruited 100 community members... View Details

Keywords: Community Engagement; Competency and Skills; Government and Politics; Human Resources; Government Administration; Recruitment; Selection and Staffing; Decision Making; Public Administration Industry; United States; Minnesota; Saint Paul

2022
White Paper

The Options Multiplier: Decoding the CareerWise Youth Apprentice Journey

By: Joseph B. Fuller, Rachel Lipson, Farah Mallah, Girish Pendse and Rachel Snyder

As more Americans question the appeal of costly higher education programs, earn-and-learn models, like apprenticeship, are attracting increasing attention from policymakers and employers alike. While apprenticeship is widespread in many parts of Europe,... View Details

Keywords: Apprenticeship; Higher Education; Training; Personal Development and Career; Cost vs Benefits; Success; Governing Rules, Regulations, and Reforms

November 10, 2022
Article

5 Ways Startups Can Prepare for a Recession

By: Lou Shipley

Startups face unique challenges during economic downturns. They typically aren’t yet profitable and so are reliant on outside funding—and therefore are especially exposed when macroeconomic conditions change. To make it through a recession, startup CEOs should hit the... View Details

Keywords: Entrepreneurship; Organizational Culture; Sales; Customer Focus and Relationships; Decisions; Inflation and Deflation; Financial Crisis; Employee Relationship Management; Business Startups; Credit

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November 2022 (Revised February 2024)
Exercise

Managing Customer Retention at Teleko

By: Eva Ascarza

This exercise aims to teach students about 1) Targeting Policies; and 2) Algorithmic decision making, and 3) Retention management. View Details

Keywords: Algorithmic Decision Making; Marketing Strategy; Customer Focus and Relationships

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

November 2022
Supplement

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

By: Jorge Tamayo, Jenyfeer Martinez Buitrago and Mariana Cal

In 2020, Francisco Staton, president of Arcos Dorados’ Caribbean Division, and Héctor Orozco, Managing Director of Arcos Dorados Colombia, were looking into Arcos Dorados’ options to consolidate its food delivery service in Colombia. This time the matter at hand hinged... View Details

Keywords: Transformation; Decision Making; Decision Choices and Conditions; Global Strategy; Technological Innovation; Growth and Development Strategy; Agreements and Arrangements; Negotiation Tactics; Logistics; Service Delivery; Organizational Culture; Performance Improvement; Partners and Partnerships; Strategy; Food and Beverage Industry; Latin America; South America; Colombia

2022
Article

A Human-Centric Take on Model Monitoring

By: Murtuza Shergadwala, Himabindu Lakkaraju and Krishnaram Kenthapadi

Predictive models are increasingly used to make various consequential decisions in high-stakes domains such as healthcare, finance, and policy. It becomes critical to ensure that these models make accurate predictions, are robust to shifts in the data, do not rely on... View Details

Keywords: AI and Machine Learning; Research and Development; Demand and Consumers

October 2022 (Revised January 2023)
Case

Century Bank: Closing Time?

By: Lauren Cohen, Grace Headinger and Bill Kwon

Barry Sloane, second-generation Chairman, President, and CEO of his family’s bank, Century Bank, weighed whether to sell to Eastern Bank. As a small regional bank, Century faced a number of challenging trends, such as digitization and market share decline in the coming... View Details

October 2022 (Revised September 2023)
Teaching Note

Kwame Owusu-Kesse at Harlem Children's Zone

By: Jon M. Jachimowicz

Teaching Note for HBS Case No. 422-020. View Details

Keywords: COVID-19 Pandemic; Leadership; Corporate Social Responsibility and Impact; Decisions; Nonprofit Organizations; Personal Development and Career; Growth and Development Strategy; Race; Social Issues; New York (city, NY)

October 2022
Case

Ethena: A Go-to-Market Dilemma

By: Rembrand Koning and Stacy Straaberg

In November 2021, Roxanne Petraeus and Anne Solmssen, founders of Brooklyn-based software-as-a-service (SaaS) startup Ethena, were looking to expand their compliance training business. The founders hired Arnie Gullov-Singh, an outside revenue consultant, to advise on... View Details

Keywords: Decision Choices and Conditions; Judgments; Growth and Development Strategy; Business or Company Management; Business Strategy; Expansion; Segmentation; Technology Industry; United States; New York (state, US)

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