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  • October 1999 (Revised October 2000)
  • Case

Women's World Banking: Catalytic Change Through Networks

By: James E. Austin and Susan Hamerling
Describes the evolution of Women's World Banking, an international microfinance nonprofit promoting financial access for poor women. Explores the organization's development of different types of networks to achieve its mission. View Details
Keywords: Mission and Purpose; History; Networks; Microfinance; Nonprofit Organizations; Gender; Growth and Development Strategy
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Austin, James E., and Susan Hamerling. "Women's World Banking: Catalytic Change Through Networks." Harvard Business School Case 300-050, October 1999. (Revised October 2000.)
  • August 2000 (Revised December 2001)
  • Background Note

Emerging Networked Business Models: Lessons from the Field

By: Lynda M. Applegate and Meredith Collura
Provides an overview of the networked models that are revolutionizing market industries and the organizations that compete and do business within them. Teaching Purpose: To introduce students and executives to emerging networked models and to provide a foundation for... View Details
Keywords: Business Model; Decision Making; Networks; Strategy
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Applegate, Lynda M., and Meredith Collura. "Emerging Networked Business Models: Lessons from the Field ." Harvard Business School Background Note 801-172, August 2000. (Revised December 2001.)
  • 2023
  • Working Paper

Financial and Informational Integration Through Oracle Networks

By: Lin William Cong, Eswar Prasad and Daniel Rabetti
Oracles are software components that enable data exchange between siloed blockchains and external environments, enhancing smart contract capabilities and platform interoperability. We find that oracle integration is positively associated with total value locked and... View Details
Keywords: Decentralized Finance; Blockchain; Smart Contract; International Economy; Interoperability; Risk Sharing; Applications and Software; Financial Markets; Economics; Risk Management
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Cong, Lin William, Eswar Prasad, and Daniel Rabetti. "Financial and Informational Integration Through Oracle Networks." Working Paper, December 2023.
  • Research Summary

Social Networks and Unraveling in Labor Markets

This paper develops a model of local unraveling (or early hiring) in entry-level labor markets. Information about workers' productivity is revealed over time and transmitted credibly via a two-sided network connecting firms and workers. While employment starts only... View Details
  • Article

The Global Rise of Democracy: A Network Account

By: Magnus Thor Torfason and Paul Ingram
We examine the influence of an interstate network created by intergovernmental organizations (IGOs) on the global diffusion of democracy. We propose that IGOs facilitate this diffusion by transmitting information between their member states and by interpreting that... View Details
Keywords: International Relations; Networks; Society; Transformation; Power and Influence; Country; Globalization
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Torfason, Magnus Thor, and Paul Ingram. "The Global Rise of Democracy: A Network Account." American Sociological Review 75, no. 3 (June 2010): 355–77.
  • September 1991 (Revised May 1994)
  • Background Note

Note on the PC Network Software Industry--1990

By: David B. Yoffie
Examines the economics, technology, customer segments, and competitors of the PC networking software industry. View Details
Keywords: Customers; Economics; Competition; Applications and Software; Technology Adoption; Information Infrastructure
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Yoffie, David B. "Note on the PC Network Software Industry--1990." Harvard Business School Background Note 792-022, September 1991. (Revised May 1994.)
  • August 2007
  • Module Note

Managing Networked Businesses: Platform Evolution Module

By: Thomas R. Eisenmann
Offers an overview of conceptual content and pedagogical guidance for instructors using a six-session module, "Platform Evolution," from "Managing Networked Businesses" (MNB), a case-based MBA elective course on platform-mediated networks. The module explores the... View Details
Keywords: Business Ventures; Networks; Business or Company Management; Rights; Business Strategy; Problems and Challenges; Multi-Sided Platforms; Market Transactions; Innovation and Invention; Marketing; Competition; Market Entry and Exit
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Eisenmann, Thomas R. "Managing Networked Businesses: Platform Evolution Module." Harvard Business School Module Note 808-063, August 2007.
  • December 2006 (Revised October 2007)
  • Course Overview Note

Managing Networked Businesses: Course Overview for Educators

By: Thomas R. Eisenmann
Provides an overview for educators of concepts covered in the MBA elective course, "Managing Networked Businesses," (MNB). MNB focuses on management challenges in businesses that exhibit network effects. Such businesses comprise a large and growing share of the global... View Details
Keywords: Networks; Business Organization
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Eisenmann, Thomas R. "Managing Networked Businesses: Course Overview for Educators." Harvard Business School Course Overview Note 807-104, December 2006. (Revised October 2007.)​
  • March 1999 (Revised January 2000)
  • Background Note

Network Technology and the Role of Intermediaries

By: Youngme E. Moon
Outlines some of the ways network technology is changing the role of intermediaries in the market. View Details
Keywords: Technology Networks
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Moon, Youngme E. "Network Technology and the Role of Intermediaries." Harvard Business School Background Note 599-102, March 1999. (Revised January 2000.)
  • 2010
  • Conference Presentation

Loose Lips Sink Networks: Is Social Networking Making Your Network Insecure

By: Frank Nagle
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Nagle, Frank. "Loose Lips Sink Networks: Is Social Networking Making Your Network Insecure." Paper presented at the GFIRST Conference, San Antonio, TX.
  • November 1999
  • Case

Lucent Technologies: Optical Networking Group

By: Marco Iansiti and Barbara Feinberg
Set in June 1999, this case describes the development of a new platform product, the Wavestar OLS 400G, that responded both to a demand for greater "bandwidth" and aggressive competitors seeking to supply it. The 400G's development process took only 14 months and... View Details
Keywords: Customers; Operations; Product Development; Performance Improvement; Information Technology; Information Infrastructure
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Iansiti, Marco, and Barbara Feinberg. "Lucent Technologies: Optical Networking Group." Harvard Business School Case 600-053, November 1999.
  • Research Summary

Dynamics of Network Formation

By: Ranjay Gulati
An ongoing research project with my doctoral students extends my previous line of inquiry by examining some of the evolutionary dynamics of small-world networks. Diverging from recent research that has analyzed static small worlds, we have adopted a dynamic view of the... View Details
  • November 2020 (Revised March 2023)
  • Case

Zipline: The World's Largest Drone Delivery Network

By: Tarun Khanna and George Gonzalez
Zipline established the world's largest logistics network in Rwanda and Ghana by delivering medical supplies to hospitals via automated drones. The company is now looking to expand in the U.S. and partnered with Walmart to expand into home delivery. Zipline must... View Details
Keywords: Drones; Business Startups; Expansion; Growth and Development Strategy; Governing Rules, Regulations, and Reforms; Medical Devices and Supplies Industry; United States; Africa
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Khanna, Tarun, and George Gonzalez. "Zipline: The World's Largest Drone Delivery Network." Harvard Business School Case 721-366, November 2020. (Revised March 2023.)
  • 07 Feb 2019
  • Working Paper Summaries

Immigrant Networking and Collaboration: Survey Evidence from CIC

Keywords: by Sari Pekkala Kerr and William R. Kerr
  • 2023
  • Article

Evaluating Explainability for Graph Neural Networks

By: Chirag Agarwal, Owen Queen, Himabindu Lakkaraju and Marinka Zitnik
As explanations are increasingly used to understand the behavior of graph neural networks (GNNs), evaluating the quality and reliability of GNN explanations is crucial. However, assessing the quality of GNN explanations is challenging as existing graph datasets have no... View Details
Keywords: Analytics and Data Science
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Agarwal, Chirag, Owen Queen, Himabindu Lakkaraju, and Marinka Zitnik. "Evaluating Explainability for Graph Neural Networks." Art. 114. Scientific Data 10 (2023).
  • Article

Evaluating and Managing Tramp Shipping Lines Performances: A New Methodology Combining Balanced Scorecard and Network DEA

By: Ying-Chen Hsu, Cheng-Chi Chung, Hsuan-Shih Lee and H. David Sherman
The shipping industry is essential for the economic development of nations like Taiwan as a means delivering and receiving cargo. Shipping has been depressed since 2008 as a result of the financial crisis increasing pressure for the shipping lines to operate more... View Details
Keywords: Network Data Envelopment Analysis; Shipping Line; Centralized Approach; Cross-efficiency; Balanced Scorecard; Performance Evaluation
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Hsu, Ying-Chen, Cheng-Chi Chung, Hsuan-Shih Lee, and H. David Sherman. "Evaluating and Managing Tramp Shipping Lines Performances: A New Methodology Combining Balanced Scorecard and Network DEA." INFOR: Information Systems and Operational Research 51, no. 3 (August 2013): 130–141.
  • September 2017
  • Editorial

Helping Patients with Cancer Navigate Narrow Networks

By: Stephen M. Schleicher, Emeline M. Aviki and Thomas W. Feeley
The Affordable Care Act of 2010 (ACA) was designed primarily to improve patient access to affordable health care. The access-expanding provisions of the ACA included federal- and state-based health insurance exchanges with minimum coverage requirements and preexisting... View Details
Keywords: Health Care and Treatment; Insurance; Problems and Challenges; United States
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Schleicher, Stephen M., Emeline M. Aviki, and Thomas W. Feeley. "Helping Patients with Cancer Navigate Narrow Networks." Journal of Clinical Oncology 35, no. 27 (September 2017): 3095–3096.
  • September 2009 (Revised March 2015)
  • Supplement

eBay Partner Network (C)

By: Benjamin Edelman and Ian Larkin
Supplements the (A) case. View Details
Keywords: Internet and the Web; Networks
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Edelman, Benjamin, and Ian Larkin. "eBay Partner Network (C)." Harvard Business School Supplement 910-012, September 2009. (Revised March 2015.)
  • September 2009 (Revised March 2015)
  • Supplement

eBay Partner Network (B)

By: Benjamin Edelman and Ian Larkin
Supplements the (A) case. View Details
Keywords: Internet and the Web; Networks
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Edelman, Benjamin, and Ian Larkin. "eBay Partner Network (B)." Harvard Business School Supplement 910-009, September 2009. (Revised March 2015.)
  • Article

Network Effects in the Governance of Strategic Alliances

We argue that the stock of prior alliances between participants in the biotechnology sector forms a network that serves as a governance mechanism in interfirm transactions. To test how this network substitutes for other governance mechanisms, we examine how equity... View Details
Keywords: Network Effects; Governance; Strategy; Alliances; Stocks; Market Transactions; Equity; Mortgages; Biotechnology Industry
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Robinson, David, and Toby E. Stuart. "Network Effects in the Governance of Strategic Alliances." Journal of Law, Economics & Organization 23, no. 1 (April 2007): 242–273.
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