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June 2017 (Revised January 2019)
Case

Signet Jewelers: Assessing Customer Financing Risk

By: Gerardo Pérez Cavazos, Suraj Srinivasan and Monica Baraldi

Marc Cohodes, a renowned short seller, has identified weaknesses in Signet's business strategy, which he argues is heavily reliant on providing loans to customers with subprime credit scores. He believes that the company accounts for its receivables portfolio using... View Details

Keywords: Short Selling; Bad Debt Expense; Accounting; Financial Reporting; Financial Statements; Finance; Financing and Loans; Valuation; Financial Services Industry; Financial Services Industry; United States

January 2025
Technical Note

AI vs Human: Analyzing Acceptable Error Rates Using the Confusion Matrix

By: Tsedal Neeley and Tim Englehart

This technical note introduces the confusion matrix as a foundational tool in artificial intelligence (AI) and large language models (LLMs) for assessing the performance of classification models, focusing on their reliability for decision-making. A confusion matrix... View Details

Keywords: Reliability; Confusion Matrix; AI and Machine Learning; Decision Making; Measurement and Metrics; Performance

January 2025
Article

Overcoming Barriers to Employee Ownership: Insights from Small and Medium-Sized Businesses

By: John Guzek and Ashley Whillans

This research investigates the limited adoption of employee stock ownership plans (ESOPs) among small-to-medium sized businesses (SMBs) in the U.S. Through interviews with 30 SMB owners across various industries, we identify the key barriers to ESOP adoption as lack of... View Details

Keywords: Profit Sharing; Employee Ownership; Management Practices and Processes; Compensation and Benefits; Small Business; Adoption; Employees

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June 2023
Exercise

Clash of Two Giants Simulation Exercise Instructions

By: Feng Zhu and Marco Iansiti

Many markets are organized around platforms that connect consumers with complimentary applications and services. These platforms are two-sided because both sides - consumers and those providing applications or services - need access to the same platform to interact. A... View Details

Keywords: Platform Strategies; Technology Platform; Customer Acquisition; Network Effects; Digital Platforms; Marketplace Matching; Strategy

August 2022 (Revised May 2025)
Case

Fresh Food Generation

By: Brian Trelstad, Amy Klopfenstein and Mel Martin

This case highlights one of five BIPOC entrepreneurs in the Boston area as part of the HBS Impact Investment Fund. In fall 2021, a team of HBS students reviewed the financial statements of Fresh Food Generation (FFG), a Dorchester, Massachusetts-based food service... View Details

Keywords: Impact Investing; Investment; Entrepreneurial Finance; Entrepreneurship; Race; Food and Beverage Industry; Boston

Article

Operational Efficiency and Effective Management in the Catheterization Laboratory

By: Grant W. Reed, Michael L. Tushman and Samir R. Kapadia

Operational efficiency is a core business principle in which organizations strive to deliver high-quality goods or services in a cost-effective manner. This concept has become increasingly relevant to cardiac catheterization laboratories, as insurers move away from... View Details

Keywords: Cath Lab; Catheterization Laboratory; Health Care and Treatment; Performance Efficiency; Management; Performance Productivity; Cost Management; Health Industry

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May 1998 (Revised September 1999)
Background Note

Note on Managed Care

By: Richard M.J. Bohmer

Presents an overview of managed care. Describes the relationship between provider and insurance companies, examines the implications for consumers, and discusses financial arrangements and operational characteristics commonly observed in the industry. Also provides a... View Details

Keywords: Customers; Insurance; Health Care and Treatment; Service Operations; Relationships; Insurance Industry

June 2014
Case

The Kursk Submarine Rescue Mission (Multimedia)

By: Anette Mikes and Tom Ryder

During a military exercise in August 2000, a state-of-the-art Russian nuclear submarine, the Kursk, sank in the Barents Sea, triggering global media attention and an international rescue effort.
In addition to Russia's Northern Fleet, two other organizations got... View Details

February 2013
Article

Commercial Property Rent Dynamics in U.S. Metropolitan Areas: An Examination of Office, Industrial, Flex and Retail Space

By: Maria Ibanez and Anthony Pennington-Cross

This paper is concerned with the market rental rate for space offered by commercial property and how that rental rate evolves over time. Rental rates reflect the value of the services provided by the property and can have a significant impact on the ability of its... View Details

Keywords: Commercial Real Estate; Rent Dynamics; Office Property; Flex Property; Retail Property; Industrial Property; Property; Real Estate Industry; United States

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February 2023
Article

Climate Solutions Investments

By: Alex Cheema-Fox, George Serafeim and Hui (Stacie) Wang

An increasing number of companies are providing products and services that help reduce carbon emissions in the economy. We develop a methodology to identify those companies and create a sample of publicly listed climate solutions companies allowing us to study their... View Details

Keywords: Decarbonization; Climate Finance; Climate Impact; Climate Risk; Environment; Sustainability; Carbon Emissions; Electric Vehicles; Energy; Renewables; Climate Change; Corporate Social Responsibility and Impact; Environmental Sustainability; Emerging Markets; Investment Portfolio

March 2016 (Revised May 2016)
Case

UFO Moviez—Gentle Disruption

By: Hong Luo, Felix Oberholzer-Gee and Saloni Chaturvedi

UFO Moviez is an Indian technology services provider that enables low-cost, digital delivery of films to cinemas. UFO’s satellite-based technology enables a significantly wider release of films compared to traditional analog prints and standard, higher-resolution... View Details

Keywords: Film Entertainment; Information Technology; Distribution; Disruption; Growth and Development Strategy; Technology Industry; Motion Pictures and Video Industry; India

June 2018
Article

Personal and Social Usage: The Origins of Active Customers and Ways to Keep Them Engaged

By: Clarence Lee, Elie Ofek and Thomas Steenburgh

We study how digital service firms can develop an active customer base, focusing on two questions. First, how does the way that customers use the service postadoption to meet their own needs (personal usage) and to interact with one another (social usage) vary across... View Details

Keywords: Customer Engagement; Adoption Routes; Word-of-Mouth; Digital Marketing; Bayesian Estimation; Customers; Communication; Consumer Behavior; Marketing; Internet and the Web; Analytics and Data Science

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10 May 2020
Blog Post

Let’s Hear it For the Moms – The Incredible Balancing Act of Student Mothers

before. I wasn’t sure. I made a calculated decision to have a baby at business school. Sure, I could have deferred for a year and taken advantage of my consulting firm’s generous maternity leave policy. Yet, while that would have been great for the first few months,... View Details

01 Nov 2024
In Practice

Layoffs Surging in a Strong Economy? Advice for Navigating Uncertain Times

one-on-ones, to digital messaging. Your storytelling challenge isn’t over after one grim layoff email. Frances X. Frei is the UPS Foundation Professor of Service Management at HBS. Anne Morriss is a leadership coach. Their latest book is... View Details

Keywords: by Rachel Layne; Technology; Information Technology

Article

The CMS New Rule on Ambulatory Surgical Centers Earns Only Partial Credit

By: Junaid Nabi and Robert S. Kaplan

The Centers of Medicare and Medicaid Services (CMS) recently announced that it will be removing more... View Details

Keywords: Ambulatory Care; Payment Policy; Health Care and Treatment; Governing Rules, Regulations, and Reforms

April 1998 (Revised June 1998)
Case

Road Well Traveled, The (Condensed)

Presents the conclusions of a 1992 mail survey of Harvard MBAs who started their own businesses. Questions focused on 4 areas: 1) development of the business concept, 2) sales and marketing, 3) finance, and 4) building a staff. The entrepreneurs surveyed include 24 in... View Details

Keywords: Entrepreneurship

April 1996
Case

The Road Well Traveled: A Note on the Journeys of HBS Entrepreneurs

Based on a 1992 mail survey of Harvard MBAs who started their own businesses. Questions focused on 4 areas: 1) development of the business concept, 2) sales and marketing, 3) finance, and 4) building a staff. The entrepreneurs surveyed include 24 in consulting, 17 in... View Details

Keywords: Entrepreneurship

26 Jun 2012
First Look

First Look: June 26

continue Verizon's transformation from a traditional telecommunications provider to a global services and technology firm. Purchase this case:http://cb.hbsp.harvard.edu/cb/product/312082-PDF-ENG View Details

Keywords: Sean Silverthorne

February 1999 (Revised November 1999)
Case

HealthPartners

By: Richard M.J. Bohmer and Nancy Dean Beaulieu

Presents the efforts by HealthPartners to create competition among health care providers in Minnesota on the basis of both quality and price. Also provides some insight into the strategies for changing physician behavior. View Details

Keywords: Health Care and Treatment; Service Delivery; Behavior; Competition; Health Industry; Minnesota

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July 2023 (Revised April 2025)
Case

'Bugs' Burger Bug Killers

By: Ryan W. Buell and William Fulmer

In the height of its success, Bugs Burger Bug Killers (BBBK; Burger has a soft 'g' - it rhymes with merger) was the largest independent extermination company in America, growing at more than 20% per year. BBBK built its business on the promise of pest eradication,... View Details

Keywords: Mission and Purpose; Business Growth and Maturation; Business Model; Service Industry

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