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  • November 2019
  • Teaching Note

Magnus Resch: Transforming the Art Market Through Transparency

By: Henry McGee and Sarah Mehta
Teaching Note for HBS No. 319-002. This teaching note pairs with a case on economist and entrepreneur Magnus Resch, who is on a mission to make the art market more transparent. He has built the Magnus app, which catalogues the price and transaction history of millions... View Details
Keywords: Art Market; Transparency; Art Pricing; Business Startups; Innovation Strategy; Culture; Business Strategy; Mobile Technology; Information Technology Industry; Information Technology Industry
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McGee, Henry, and Sarah Mehta. "Magnus Resch: Transforming the Art Market Through Transparency." Harvard Business School Teaching Note 320-021, November 2019.
  • 2009
  • Chapter

Opening Platforms: When, How and Why?

By: Thomas R. Eisenmann, Geoffrey Parker and Marshall Van Alstyne
Platform-mediated networks encompass several distinct types of participants, including end users, complementors, platform providers who facilitate users' access to complements, and sponsors who develop platform technologies. Each of these roles can be opened-that... View Details
Keywords: Decision Choices and Conditions; Governance Controls; Market Participation; Digital Platforms
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Eisenmann, Thomas R., Geoffrey Parker, and Marshall Van Alstyne. "Opening Platforms: When, How and Why?" Chap. 6 in Platforms, Markets and Innovation, edited by Annabelle Gawer. Cheltenham, U.K. and Northampton, MA: Edward Elgar Publishing, 2009.
  • July 2024
  • Technical Note

What Is AI?

By: Michael Parzen and Jo Ellery
This note discusses definitions of artificial intelligence and covers the broad types of learning used in training AI, as well as explaining in detail how neural networks are built, trained, and used. View Details
Keywords: AI and Machine Learning
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Parzen, Michael, and Jo Ellery. "What Is AI?" Harvard Business School Technical Note 625-010, July 2024.
  • Forthcoming
  • Article

You've Got Mail! The Late 19th-Century U.S. Postal Service Expansion, Firm Creation, and Firm Performance

By: Astrid Marinoni and Maria P. Roche
This paper examines the impact of the expansion of the US Postal Service in the late 19th century on firm creation and performance. Utilizing newly digitized archival data on historic business establishments, post office locations, and road networks in California,... View Details
Keywords: Institutional Innovation; Knowledge Exchange; US Postal Service; Firm Performance; Infrastructure; Expansion; Government Administration; Communication; Business History; Entrepreneurship; Public Administration Industry; California
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Marinoni, Astrid, and Maria P. Roche. "You've Got Mail! The Late 19th-Century U.S. Postal Service Expansion, Firm Creation, and Firm Performance." Management Science (forthcoming). (Pre-published online January 15, 2025.)
  • 2025
  • Working Paper

Incentive-Compatible Recovery from Manipulated Signals, with Applications to Decentralized Physical Infrastructure

By: Jason Milionis, Jens Ernstberger, Joseph Bonneau, Scott Duke Kominers and Tim Roughgarden
We introduce the first formal model capturing the elicitation of unverifiable information from a party (the "source") with implicit signals derived by other players (the "observers"). Our model is motivated in part by applications in decentralized physical... View Details
Keywords: Mathematical Methods; Infrastructure; Information Infrastructure
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Milionis, Jason, Jens Ernstberger, Joseph Bonneau, Scott Duke Kominers, and Tim Roughgarden. "Incentive-Compatible Recovery from Manipulated Signals, with Applications to Decentralized Physical Infrastructure." Working Paper, March 2025.
  • 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; Technology Industry; Technology Industry; Technology Industry; Technology Industry; United States; North America; New York (city, NY); New York (state, US)
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Israeli, Ayelet. "AptDeco: Circular Economy Furniture Marketplace." Harvard Business School Teaching Note 522-078, February 2022.
  • Article

Beyond Magic Bullets: True Innovation in Health Care

By: Vaibhav A. Narayan, Marco Mohwinckel, Gary Pisano, Michael Yang and Husseini Manji
The molecular medicine revolution—based on advances in fields such as genomics and network modeling in the decade since the human genome sequence was completed—has changed the way we think about, study, and approach the development of novel therapies. However, these... View Details
Keywords: Integration; Business Model; Organizational Structure; Health Care and Treatment; Innovation and Invention; Pharmaceutical Industry
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Narayan, Vaibhav A., Marco Mohwinckel, Gary Pisano, Michael Yang, and Husseini Manji. "Beyond Magic Bullets: True Innovation in Health Care." Nature Reviews: Drug Discovery 12, no. 2 (February 2013): 85–86.
  • April 2018 (Revised July 2018)
  • Case

Maersk: Betting on Blockchain

By: Rajiv Lal and Scott Johnson
In March 2018, international shipping giant Maersk is getting ready to debut a trade digitization platform. Maersk hopes the platform will help streamline global trade since shipping goods internationally is an extraordinarily complicated and inefficient process.... View Details
Keywords: Maersk; IBM; Blockchain; Shipping; Shipping Line; Trade; Bitcoin; Digitization; Container Shipping; Joint Ventures; Ship Transportation; Transportation Networks; Digital Platforms; Information Technology; Technology Adoption; Applications and Software; Technology Industry; Technology Industry
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Lal, Rajiv, and Scott Johnson. "Maersk: Betting on Blockchain." Harvard Business School Case 518-089, April 2018. (Revised July 2018.)
  • May 2011 (Revised March 2012)
  • Supplement

Global Knowledge Management at Danone (C)

By: Amy C. Edmondson, Ruth Dittrich and Daniela Beyersdorfer
The (C) case provides an update on the B-case decision and describes the introduction of Dan 2.0, an internal social virtual network for the purpose of knowledge sharing in a company that was only used to face-to-face networking. View Details
Keywords: Innovation and Management; Knowledge Sharing; Information Infrastructure; Opportunities; Problems and Challenges; Networks; Employees; Motivation and Incentives; Knowledge Management; Management Practices and Processes
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Edmondson, Amy C., Ruth Dittrich, and Daniela Beyersdorfer. "Global Knowledge Management at Danone (C)." Harvard Business School Supplement 611-080, May 2011. (Revised March 2012.)
  • 2009
  • Chapter

Creating Superior Customer Value in a Connected World

By: Ranjay Gulati
"In the early twenty-first century, customers are more demanding than ever, and difficult economic times make them all the more so. As customers tighten their wallets and increase their demands, firms face greater pressure to provide superior customer value. Reducing... View Details
Keywords: Customer Satisfaction; Customer Value and Value Chain; Consumer Behavior; Product Design; Social and Collaborative Networks; Value Creation
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Gulati, Ranjay. "Creating Superior Customer Value in a Connected World." In Business Network Transformation: Strategies to Reconfigure Your Business Relationships for Competitive Advantage, edited by Jeffrey Word. Jossey-Bass, 2009.
  • April 2022
  • Supplement

Mastercard Labs (B)

By: Linda A. Hill, Sunil Gupta, Emily Tedards and Julia Kelley
When Ajaypal (Ajay) Banga became the CEO of Mastercard in 2010, digital technologies were on the rise, and innovation needed to become a strategic imperative at the company. Banga tasked Garry Lyons, who had joined Mastercard through the 2009 acquisition of Orbiscom,... View Details
Keywords: Organizational Behavior; Culture; Transformation; Organizational Culture; Culture Change; Organizational Adaptation; Organizational Effectiveness; Alignment; Leadership; Leadership Development; Innovation; Innovation Ecosystems; Diversity; Collaboration; Co-creation; Learning Organizations; Empowerment; Ecosystem; Agility; Prototype; Experiment; Partnerships; Operating Model; Risk Management; Digital Transformation; Metrics; Payments; Financial Industry; Financial Inclusion; Ambidexterity; Corporate Innovation; Innovation Lab; Accelerator; Start-up; Fintech
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Hill, Linda A., Sunil Gupta, Emily Tedards, and Julia Kelley. "Mastercard Labs (B)." Harvard Business School Supplement 422-081, April 2022.
  • March 2025
  • Case

Fostering Community at Airbnb (A)

By: Jeffrey T. Polzer, Heather Whiteman and Sarah Mehta
Set in November 2020, this case explores Airbnb’s efforts to foster a culture of belonging, particularly given the impact of the COVID-19 pandemic on the company’s workforce. It details how Airbnb used employee surveys and organizational network analysis (ONA)—a... View Details
Keywords: Change; Communication; Competency and Skills; Human Resources; Surveys; Information Technology; Health Pandemics; Organizational Culture; Networks; Technology Industry; Technology Industry; Technology Industry; United States; California
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Polzer, Jeffrey T., Heather Whiteman, and Sarah Mehta. "Fostering Community at Airbnb (A)." Harvard Business School Case 425-045, March 2025.
  • April 2008
  • Case

The Energy Foundation

By: Jane Wei-Skillern and Alison Berkley Wagonfeld
The Energy Foundation, a philanthropic foundation established through a partnership among major donors with a mission to promote clean energy technology, is the largest funder in the U.S. focusing on the energy sector. The $60 million foundation operates through a... View Details
Keywords: Entrepreneurship; Investment Funds; Philanthropy and Charitable Giving; Corporate Social Responsibility and Impact; Networks; Expansion; Green Technology Industry; Green Technology Industry; United States
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Wei-Skillern, Jane, and Alison Berkley Wagonfeld. "The Energy Foundation." Harvard Business School Case 308-078, April 2008.
  • August 2019
  • Case

Huawei and the U.S.-China Trade War

By: Elie Ofek and John Masko
In 2019, Chinese smartphone maker and telecommunications empire Huawei was preparing to launch its new flagship smartphone series, the Mate 30. After years of explosive growth, the previous 18 months had been a challenge for the company. In early 2018, Huawei’s planned... View Details
Keywords: Trade; Global Strategy; International Relations; National Security; Mobile and Wireless Technology; Information Infrastructure; Volatility; Adaptation; Telecommunications Industry; China; United States; European Union
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Ofek, Elie, and John Masko. "Huawei and the U.S.-China Trade War." Harvard Business School Case 520-017, August 2019.
  • 10 Jul 2000
  • Research & Ideas

The State of the Markets

Stock Exchange (NYSE); and Robert C. Gasser, managing director and head of U.S. equities at J. P. Morgan & Co. Financial exchanges today, Seifert began, must have the business systems of a technology company, with the requisite speed... View Details
Keywords: by James E. Aisner
  • September 1998 (Revised September 2001)
  • Case

IBM's Reinventing Education (A)

By: Rosabeth M. Kanter
Describes IBM's national innovation strategy to transform K-12 public education through new solutions developed by IBM engineers and consultants using information technology. Examples are: data warehousing in Broward County, FL schools, tracking software for the... View Details
Keywords: Social Enterprise; Innovation Strategy; Information Technology; Education; Business and Community Relations; Information Technology Industry; Information Technology Industry; San Jose; Philadelphia; Ohio; Florida
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Kanter, Rosabeth M. "IBM's Reinventing Education (A)." Harvard Business School Case 399-008, September 1998. (Revised September 2001.)
  • March 2001 (Revised August 2001)
  • Case

Time Warner Inc. vs. The Walt Disney Company (A): Pulling the Plug

Describes negotiation impasse between Time Warner, Inc. and The Walt Disney Co. over the retransmission of the ABC Network over Time Warner's cable systems. More broadly, the case depicts the shifting balance of power between content creators and distributors in the... View Details
Keywords: Negotiation Process; Internet and the Web; Television Entertainment; Entertainment and Recreation Industry; Telecommunications Industry
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Watkins, Michael D., and Cate Reavis. "Time Warner Inc. vs. The Walt Disney Company (A): Pulling the Plug." Harvard Business School Case 801-186, March 2001. (Revised August 2001.)
  • October 2021 (Revised January 2022)
  • Case

Chia Network: Reimagining Programmable Money

By: William A. Sahlman and George Gonzalez
Chia Network developed a novel blockchain platform that was more eco-friendly, decentralized, and scalable than Bitcoin, Ethereum, and other blockchains. Now, company leadership must decide how to scale the startup and prioritize various partnerships, use cases, and... View Details
Keywords: Blockchain; Entrepreneurship; Business Startups; Growth and Development Strategy; Technology Industry; Financial Services Industry; United States
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Sahlman, William A., and George Gonzalez. "Chia Network: Reimagining Programmable Money." Harvard Business School Case 822-039, October 2021. (Revised January 2022.)
  • February 2023
  • Case

Ransomware Attack at Springhill Medical Center

By: Suraj Srinivasan and Li-Kuan (Jason) Ni
In July, 2019, Springhill Medical Center (“SMC”) in Mobile, Alabama, fell prey to a malicious ransomware attack that crippled the hospital’s internal network systems and public-facing web page. While the hospital rushed to securely restore the network, medical... View Details
Keywords: Disruption; Communication; Communication Strategy; Decision Making; Decision Choices and Conditions; Judgments; Corporate Accountability; Corporate Disclosure; Corporate Governance; Governance Controls; Policy; Employees; News; Cybersecurity; Digital Strategy; Information Infrastructure; Information Management; Internet and the Web; Crisis Management; Resource Allocation; Risk Management; Negotiation Tactics; Failure; Business and Stakeholder Relations; Attitudes; Behavior; Perception; Reputation; Trust; Public Opinion; Social Issues; Health Industry; United States; Alabama
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Srinivasan, Suraj, and Li-Kuan (Jason) Ni. "Ransomware Attack at Springhill Medical Center." Harvard Business School Case 123-065, February 2023.
  • February 2021 (Revised March 2021)
  • Case

AptDeco: Circular Economy Furniture Marketplace

By: Ayelet Israeli and Jamie Merkrebs
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 billion furniture market, despite its... View Details
Keywords: E-Commerce Strategy; Mobile; Word-of-Mouth; Word-of-mouth Marketing; Word Of Mouth; 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; Circular; Peer-to-peer Markets; Furniture Industry; Furniture; Growth Hacking; Monetization Strategy; African-American Protagonist; Growth Management; Marketing Strategy; Entrepreneurship; Digital Platforms; Marketing Channels; Digital Marketing; Consumer Behavior; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; E-commerce; Retail Industry; Consumer Products Industry; Technology Industry; Web Services Industry; United States; North America; New York (city, NY); New York (state, US)
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Israeli, Ayelet, and Jamie Merkrebs. "AptDeco: Circular Economy Furniture Marketplace." Harvard Business School Case 521-069, February 2021. (Revised March 2021.)
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