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  • December 2023
  • Case

Microsoft Azure and the Cloud Wars (B)
By: Andy Wu and Matt Higgins
By 2023, the global market for cloud infrastructure had consolidated into a three-horse race. As of Q4 2022, Amazon, Microsoft, and Google collectively accounted for 66% of the global market. AWS had a market share of 33%, Microsoft Azure had 23%, and Google Cloud had...  View Details
Keywords: Microsoft; Artificial Intelligence; AI
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  • 2023
  • Article

Dynamic HTA for Digital Health Solutions: Opportunities and Challenges for Patient-centered Evaluation
By: Jan B. Brönneke, Annika Herr, Simon Reif and Ariel Dora Stern
Objectives Germany’s 2019 Digital Healthcare Act (Digitale-Versorgung-Gesetz, or DVG) created a number of opportunities for the digital transformation of the healthcare delivery system. Key among these was the creation of a reimbursement pathway for patient-centered...  View Details
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  • December 2023
  • Article

Save More Today or Tomorrow: The Role of Urgency in Precommitment Design
By: Joseph Reiff, Hengchen Dai, John Beshears, Katherine L. Milkman and Shlomo Benartzi
To encourage farsighted behaviors, past research suggests that marketers may be wise to invite consumers to pre-commit to adopt them “later.” However, the authors propose that people will draw different inferences from different types of pre-commitment offers, and that...  View Details
Keywords: Consumer Behavior; Decision Choices and Conditions
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  • November 2023
  • Case

Riiid: Scaling AI Educational Services Globally
By: John Jong-Hyun Kim, Nancy Dai and Ruru Hoong
This article explores the definition and evolution of AI, its applications in education, and the role of AI, particularly in K-12 education. It discusses the founding of Riiid, an AI-driven educational technology company, and its journey in the education sector, with a...  View Details
Keywords: Education Industry; South Korea; Asia
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  • 2023
  • Working Paper

Coordinated R&D Programs and the Creation of New Industries
By: Daniel P. Gross and Maria P. Roche
Government R&D programs have a long history in supporting industry development, yet their impacts are often overlooked in strategy research. We examine how a large, coordinated, government-funded effort to develop radar in World War II spawned a new high-tech industry....  View Details
Keywords: Research and Development; Policy; Business and Government Relations; Technological Innovation; Collaborative Innovation and Invention
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  • November 2023
  • Case

Tata Group in 2021: Pursuing Profits through Purpose
By: Tarun Khanna, Krishna G. Palepu and Vidhya Muthuram
October 8, 2021: Tata Sons won a bid to acquire India’s national carrier Air India, marking the airline's return to its original owners after 68 long years. The winning bid of $2.4 billion gave Tata Sons full ownership of the airline and its coveted network of 6,200...  View Details
Keywords: Corporate Strategy; Mission and Purpose; Corporate Social Responsibility and Impact; Emerging Markets; Mergers and Acquisitions; Ownership; Air Transportation Industry; India
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  • November 9, 2023
  • Article

Gender Gaps: Back and Here to Stay? Evidence from Skilled Ugandan Workers During COVID-19
By: Livia Alfonsi, Mary Namubiru and Sara Spaziani
We investigate gender disparities in the effect of COVID-19 on the labor market outcomes of skilled Ugandan workers. Leveraging a high-frequency panel dataset, we find that the lockdowns imposed in Uganda reduced employment by 69% for women and by 45% for men,...  View Details
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  • November 2023
  • Case

Apple Inc. in 2023
By: David B. Yoffie and Sarah von Bargen
Under CEO Tim Cook, Apple became the first trillion dollar market cap company, the first two trillion dollar company, and the first three trillion dollar company. Since the COVID pandemic, Apple gained over 20% of the world smartphone market and 50% of the U.S. market,...  View Details
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  • November 2023
  • Teaching Plan

Geely SEA: New Electric Vehicle Platforms
By: Willy Shih
Teaching Plan for HBS Case No. 622-001. Kent Bovellan, the Chief Engineer and Head of the Vehicle Architecture Center for Geely Holding, the Hangzhou, China headquartered global automotive group, was debating the platform choice for an upcoming "D" segment midsized...  View Details
Keywords: Product Innovation; Product Architecture; Product Engineering; Platform Design; Platform Strategy; Product Design; Product Development; Cost Management; Competitive Strategy; Industry Structures; Auto Industry; China; Sweden
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  • November 2023
  • Case

The Commons Project in Rwanda—Building Digital Infrastructure for the Global Public Good
By: Álvaro Rodríguez Arregui and Tom Quinn
In September 2022, The Commons Project Foundation (TCP) CEO Zhenya Lindgardt and her team met on a Zoom call to discuss building tools to help Rwandans manage their health data. They believed that helping Africa build digital infrastructure would improve much-needed...  View Details
Keywords: Developing Countries and Economies; Capital; Cross-Cultural and Cross-Border Issues; Health Care and Treatment; Information Technology; Adaptation; Information Technology Industry; Rwanda; United States
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  • November 2023
  • Case

Celsius Network Inc.: Fear, Uncertainty, and Doubt in the Brave New World of Crypto Bankruptcy
By: Stuart C. Gilson and Sarah L. Abbott
In July 2022, Celsius Network filed for Chapter 11 bankruptcy. CEO Alex Mashinsky acknowledged that Celsius had grown its assets “faster than the Company was prepared to deploy [them]” and as a result had made “certain poor asset deployment decisions.” Two months after...  View Details
Keywords: Cryptocurrency; Chapter 11; Restructuring; Financial Services Industry; United States
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  • November 2023
  • Article

Open Source Software and Global Entrepreneurship
By: Nataliya Langburd Wright, Frank Nagle and Shane Greenstein
This is the first study to consider the relationship between open source software (OSS) and entrepreneurship around the globe. This study measures whether country-level participation on the GitHub OSS platform affects the founding of innovative ventures, and where it...  View Details
Keywords: Entrepreneurship; Applications and Software; Business Ventures; Development Economics; Innovation and Invention; Global Range
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  • October 2023
  • Case

Prime Coalition: Estimating Climate Impact
By: Natalia Rigol, Benjamin N. Roth, Brian Trelstad and Amram Migdal
A case on CRANE, a tool to help investors and green technology companies estimate the future climate impact of new technologies and products, called emissions reduction potential (ERP). The case includes material on CRANE’s methodology for estimating future carbon...  View Details
Keywords: Accounting; Environmental Accounting; Analysis; Environmental Management; Climate Change; Green Technology; Innovation and Invention; Measurement and Metrics; Philanthropy and Charitable Giving; Risk and Uncertainty; Nonprofit Organizations; Social Enterprise
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  • October 2023
  • Case

KOKO Networks: Bridging Energy Transition and Affordability with Carbon Financing
By: George Serafeim, Siko Sikochi and Namrata Arora
The problem was massive: two million hectares of African forests were lost annually to charcoal production for cooking, an area equivalent to 13 times Greater London, resulting in one billion tons of carbon emissions yearly. At the same time, an estimated 700,000...  View Details
Keywords: Africa; Clean Tech; Energy; Sustainability; Health; Digital; Carbon Credits; Carbon Offsetting; Market Design; Regulation; Climate Change; Entrepreneurship; Energy Industry; Consumer Products Industry; Africa
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  • October 2023
  • Teaching Note

Timnit Gebru: 'SILENCED No More' on AI Bias and The Harms of Large Language Models
By: Tsedal Neeley and Tim Englehart
Teaching Note for HBS Case No. 422-085. Dr. Timnit Gebru—a leading artificial intelligence (AI) computer scientist and co-lead of Google’s Ethical AI team—was messaging with one of her colleagues when she saw the words: “Did you resign?? Megan sent an email saying that...  View Details
Keywords: Ethics; Employment; Corporate Social Responsibility and Impact; Technological Innovation
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  • 2022
  • Working Paper

Why Do Index Funds Have Market Power? Quantifying Frictions in the Index Fund Market
By: Zach Y. Brown, Mark Egan, Jihye Jeon, Chuqing Jin and Alex A. Wu
Index funds are one of the most common ways investors access financial markets and are perceived to be a transparent and low-cost alternative to active investment management. Despite these purported virtues of index fund investing and the introduction of new products...  View Details
Keywords: Mutual Funds; Passive Investing; Asset Management; Financial Markets; Investment Funds; Financial Management; Financial Services Industry; United States
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  • October 2023
  • Case

Leading Transformation at IHCL
By: Krishna G. Palepu, V.G. Narayanan and Malini Sen
In November 2017, Puneet Chhatwal, took charge as MD and CEO of IHCL, popularly referred to as the Taj Hotels. Despite being India’s largest hospitality company by market capitalization and respected for its values and service, IHCL had made losses for the last seven...  View Details
Keywords: Financial Strategy; Business Model; Restructuring; Asset Management; Leadership Style; Crisis Management; Asia
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  • October 2023
  • Case

GameStop: Social Media Finds a Cheat Code
By: Joseph Pacelli and Sarah Mehta
This case covers the events leading up to the 2021 GameStop short squeeze. Using GameStop as an illustrative example, the case explores the rise in retail trading, increased financial information sharing on social media, and the gamification of investing enabled by...  View Details
Keywords: Finance; Markets; Value; Financial Services Industry; United States
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  • October 2023
  • Technical Note

Design and Evaluation of Targeted Interventions
By: Eva Ascarza and Ta-Wei (David) Huang
Targeted interventions serve as a pivotal tool in business strategy, streamlining decisions for enhanced efficiency and effectiveness. This note delves into two central facets of such interventions: first, the design of potent decision guidelines, or targeting...  View Details
Keywords: Marketing; Customer Relationship Management; Retail Industry; Apparel and Accessories Industry; Technology Industry; Financial Services Industry; Telecommunications Industry
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  • October 2023
  • Case

JPMorgan Chase in Paris
By: Joseph L. Bower, Dante Roscini, Elena Corsi and Michael Norris
In 2019, Daniel Pinto, President and COO of JPMorgan Chase, has to make a recommendation to the bank’s Chairman and CEO, Jamie Dimon, about where to physically locate the bank’s European trading operations after Brexit takes effect in 2020. The decision-making process...  View Details
Keywords: Change Management; Banks and Banking; Financial Markets; Cross-Cultural and Cross-Border Issues; Globalized Firms and Management; Globalized Markets and Industries; Banking Industry; Europe; European Union; France; United Kingdom
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