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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

May 2022
Supplement

Maestro Pizza (B): The Competition Awakens

By: Ramon Casadesus-Masanell and Fares Khrais

Maestro pizza opened its first store in 2013 after its founder, Khalid Al Omran, recognized an opportunity in Saudi Arabia to offer high quality pizza at affordable prices. The business grew rapidly and under the radar at first, but soon enough caught the attention of... View Details

May 2022
Supplement

Maestro Pizza (C): Taking the Fight Outside

By: Ramon Casadesus-Masanell and Fares Khrais

Maestro pizza opened its first store in 2013 after its founder, Khalid Al Omran, recognized an opportunity in Saudi Arabia to offer high quality pizza at affordable prices. The business grew rapidly and under the radar at first, but soon enough caught the attention of... View Details

May 2022
Case

Maestro Pizza: Coming in Hot!

By: Ramon Casadesus-Masanell and Fares Khrais

Maestro Pizza opened its first store in 2013 after its founder, Khalid Al Omran, recognized an opportunity in Saudi Arabia to offer high quality pizza at affordable prices. The business grew rapidly and under the radar at first, but soon enough caught the attention of... View Details

May 2022 (Revised June 2024)
Case

LOOP: Driving Change in Auto Insurance Pricing

By: Elie Ofek and Alicia Dadlani

John Henry and Carey Anne Nadeau, co-founders and co-CEOs of LOOP, an insurtech startup based in Austin, Texas, were on a mission to modernize the archaic $250 billion automobile insurance market. They sought to create equitably priced insurance by eliminating pricing... View Details

Keywords: AI and Machine Learning; Technological Innovation; Equality and Inequality; Prejudice and Bias; Growth and Development Strategy; Customer Relationship Management; Price; Financial Services Industry; Financial Services Industry

March 5, 2022
Article

Hospital Capacity Shortages: An SEC-Backed Transparency “PULL” Will Open Beds Faster Than a “PUSH” by HHS

By: Regina E. Herzlinger

In the new normal of ongoing pandemics, hospital bed shortages will continue. Healthcare innovation expert and author of the upcoming book Innovating in Healthcare: Creating Breakthrough Services, Products, and Business Models (Wiley, 2023, 978-1119543008), HBS... View Details

Keywords: Hospital Capacity; Access To Care; Health Pandemics; Health Care and Treatment; Performance Capacity; Planning

2021
Working Paper

The Green Bonding Hypothesis: How Do Green Bonds Enhance the Credibility of Environmental Commitments?

This paper proposes and provides evidence on a green bonding hypothesis, where green bonds act as a commitment device that subjects firms to institutions holding them accountable to their environmental promises. I find that green-bond issuers face higher climate change... View Details

Keywords: Bonding Hypothesis; Sustainable Finance; Climate Change; Corporate Social Responsibility and Impact; Environmental Sustainability; Bonds; Corporate Accountability

2021
Working Paper

Impact Accounting for Product Use: A Framework and Industry-specific Models

By: George Serafeim and Katie Trinh

This handbook provides the first systematic attempt to generate a framework and industry-specific models for the measurement of impacts on customers and the environment from use of products and services, in monetary terms, that can then be reflected in financial... View Details

Keywords: Impact Measurement; Product Impact; Customer Welfare; Environment; ESG; Product; Customers; Well-being; Environmental Sustainability; Measurement and Metrics; Accounting; Financial Statements; Analysis; Framework

April 2021 (Revised January 2022)
Case

SA Taxi: A Vehicle for Empowerment? (A)

By: Nien-he Hsieh, Dilyana Karadzhova Botha and F. Christopher Eaglin

SA Taxi was a vertically integrated business that operated in South Africa’s distinctive taxi industry. Despite being plagued by violence, informal structures, unsafe road practices and lack of government support, the taxi industry had grown to become South Africa’s... View Details

Keywords: Corporate Accountability; Ownership; Ownership Stake; Business and Stakeholder Relations; Equality and Inequality; Race; Situation or Environment; Transportation Industry; South Africa; Africa

April 2021 (Revised January 2022)
Supplement

SA Taxi: A Vehicle for Empowerment? (B)

By: Nien-he Hsieh, Dilyana Karadzhova Botha and F. Christopher Eaglin

SA Taxi was a vertically integrated business that operated in South Africa’s distinctive taxi industry. Despite being plagued by violence, informal structures, unsafe road practices and lack of government support, the taxi industry had grown to become South Africa’s... View Details

Keywords: Corporate Accountability; Ownership; Ownership Stake; Business and Stakeholder Relations; Equality and Inequality; Race; Situation or Environment; Transportation Industry; South Africa; Africa

February 2021
Supplement

HNA Group: Global Excellence with Chinese Characteristics (C)

By: William C. Kirby, Billy Chan and John P. McHugh

July 2017 was supposed to be a triumphant month for HNA Group. The latest Fortune Global 500 list showed the company had again skyrocketed in its ranking to no. 170, an improvement of over 200 positions from the year prior. Yet earlier that same July, the mysterious... View Details

Keywords: Conglomerate; Airline Industry; Coronavirus; Financial Risk; Debt; Bankruptcy; Global Strategy; Restructuring; Health Pandemics; Financial Markets; Organizational Change and Adaptation; Financial Condition; Globalized Firms and Management; Business and Government Relations; Financial Services Industry; Financial Services Industry; China

2020
Working Paper

Bankruptcy and the COVID-19 Crisis

By: Jialan Wang, Jeyul Yang, Benjamin Iverson and Raymond Kluender

We examine the impact of the COVID-19 economic crisis on business and consumer bankruptcies in the United States using real-time data on the universe of filings. Historically, bankruptcies have closely tracked the business cycle and contemporaneous unemployment rates.... View Details

Keywords: Bankruptcy; Financial Distress; COVID-19; Insolvency and Bankruptcy; Financial Crisis; Health Pandemics; United States

September 2020
Teaching Plan

Harlem Capital: Changing the Face of Entrepreneurship

By: George Serafeim

Jarrid Tingle and Henri Pierre-Jacques had spent the summer between their first and second years of their MBA program fund raising for their start-up venture capital (VC) firm, Harlem Capital Partners. Harlem Capital was founded upon the principle that addressing the... View Details

Keywords: Venture Capital Firm Compensation; Entrepreneurial Finance; Entrepreneurial Financing; Black Entrepreneurs; Black Leadership; Black Inventors; Inclusion; Minority-owned Businesses; Race And Ethnicity; Race Characteristics; Entrepreneurship; Venture Capital; Diversity; Race; Gender; Mission and Purpose; Social Enterprise; Financial Services Industry; United States

August 2020
Teaching Note

Sesame Workshop (B): Celebrating 50 Years of Helping Kids Grow Smarter, Stronger, and Kinder

By: Rosabeth Moss Kanter and Joyce J. Kim

Teaching Note for Case No. 321-015. In 2019, Sesame Workshop celebrated its 50th anniversary while on a winning streak of social impact, innovation, and peak media and financial results. Over the past four years, CEO Jeff Dunn and his turnaround team exhibited... View Details

Keywords: Social Impact; Innovation; Television; Children; Media; Television Entertainment; Education; Innovation and Invention; Change Management; Leadership; Mission and Purpose; Organizational Culture; Media and Broadcasting Industry; Media and Broadcasting Industry

July 2020
Case

Amanda and Kristen: Mented Cosmetics

By: Steven Rogers, Jeffrey J. Bussgang and Alterrell Mills

The co-founders (Black HBS alumnae) of an e-commerce beauty startup explore the unmet needs within the beauty industry. This case study examines the entrepreneurial opportunities that come from identifying an underserved market, specifically within the Black community... View Details

July 2020
Supplement

Sesame Workshop (B): Celebrating 50 Years of Helping Kids Grow Smarter, Stronger, and Kinder

By: Rosabeth Moss Kanter and Joyce J. Kim

In 2019, Sesame Workshop celebrated its 50th anniversary while on a winning streak of social impact, innovation, and peak media and financial results. Over the past four years, CEO Jeff Dunn and his turnaround team exhibited values-driven leadership, instituted... View Details

Keywords: Social Impact; Children; Media; Television Entertainment; Education; Innovation and Invention; Change Management; Leadership; Mission and Purpose; Organizational Culture; Media and Broadcasting Industry; Media and Broadcasting Industry

June 2020
Supplement

Comcast Corporation (B)

By: Sunil Gupta, Henry McGee and Felix Oberholzer-Gee

The (B) case, set in the summer of 2020, highlights the concern of Comcast CEO Brian Roberts, as the streaming war intensifies. In a short period of time several new streaming services, such as Disney+, Apple TV+, Quibi, and HBO Max were launched and cable subscription... View Details

Keywords: Cable Television; Industry Evolution; Television Entertainment; Disruption; Business Model; Competitive Strategy; Media and Broadcasting Industry

April 2020 (Revised November 2020)
Case

Ping An: Pioneering the New Model of ‘Technology-driven Finance’

By: Feng Zhu, Anthony K. Woo and Nancy Hua Dai

In mid-December 2018, Peter Ma, Chairman and CEO of Ping An Insurance (Group) Company of China, Ltd. was considering whether the company should grow a fifth ecosystem of Smart City Services. Established in 1988, Ping An was one of the top 10 global financial... View Details

Keywords: Business Ecosystems; Fintech; Finance; Information Technology; Business Model; Expansion; Competitive Strategy; Financial Services Industry; Financial Services Industry

March 2020
Case

Minneapolis Star Tribune

By: Joseph L. Bower, Elizabeth Hansen and Michael Norris

In the summer of 2019, Mike Klingensmith, CEO of the Minneapolis Star Tribune, the Twin Cities metro region’s largest newspaper, reviewed subscription trends and plans for future experimentation. The newspaper industry across the U.S. had suffered a steep decline for... View Details

Keywords: Financial Performance; Industry Evolution; Business Earnings; Organizational Change and Adaptation; Strategic Planning; Journalism and News Industry; Minnesota

October 2019
Case

Harlem Capital: Changing the Face of Entrepreneurship (A)

By: George Serafeim

Jarrid Tingle and Henri Pierre-Jacques had spent the summer between their first and second years of their Harvard Business School MBA program fund raising for their start-up venture capital (VC) firm, Harlem Capital Partners. Harlem Capital was founded upon the... View Details

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