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  • 04 Dec 2006
  • Research & Ideas

The Money Connection—Understanding VC Networks

Most of us have experienced the power of networks. There's the job found through a friend's sister's boyfriend, or the lifelong partner met through a neighbor's cousin. But how do networks play into business—particularly the... View Details
Keywords: by Julia Hanna; Financial Services
  • September 2020
  • Case

Chip and Joanna Gaines' Magnolia Network

By: Anita Elberse and Julia McNicholas
Chip and Joanna Gaines, who have shot to fame as stars of the hit television show Fixer Upper, are preparing to launch their own television network. It is April 2019, a year since the home-renovation show Fixer Upper’s fifth season on cable channel HGTV ended, and more... View Details
Keywords: Entertainment; Television; Superstars; Innovation; Creative Industries; Talent; General Management; Celebrities; Television Entertainment; Entrepreneurship; Joint Ventures; Innovation and Invention; Marketing; Strategy; Entertainment and Recreation Industry; Media and Broadcasting Industry
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Elberse, Anita, and Julia McNicholas. "Chip and Joanna Gaines' Magnolia Network." Harvard Business School Case 521-044, September 2020.
  • 2013
  • Working Paper

Network Effects in Countries' Adoption of IFRS

By: Karthik Ramanna and Ewa Sletten
If the differences in accounting standards across countries reflect relatively stable institutional differences (e.g., auditing technology, the rule of law, etc.), why did several countries rapidly, albeit in a staggered manner, adopt IFRS over local standards in the... View Details
Keywords: Financial Reporting; International Accounting; Network Effects; Standards; Adoption; Value
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Ramanna, Karthik, and Ewa Sletten. "Network Effects in Countries' Adoption of IFRS." Harvard Business School Working Paper, No. 10-092, April 2010. (Revised July 2013.)
  • July – August 2008
  • Article

Managing Corporate Social Networks

By: Adam M. Kleinbaum and Michael L. Tushman
Keywords: Management; Business Ventures; Networks
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Kleinbaum, Adam M., and Michael L. Tushman. "Managing Corporate Social Networks." HBS Centennial Issue Harvard Business Review 86, nos. 7/8 (July–August 2008).
  • 07 Sep 2016
  • What Do You Think?

How Can the Threat of Networks Be Reduced?

SUMMING UP Are Computers and Tech-Driven Networks In Their Twilight Years? Issues raised by the ascendancy of network technology are many and varied, judging from responses to this month’s column based on... View Details
Keywords: by James Heskett
  • 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.)
  • 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.)​
  • 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.
  • July–August 2013
  • Article

The Network Secrets of Great Change Agents

By: Julie Battilana and Tiziana Casciaro
Change is hard, especially in a large organization. Yet some leaders succeed—often spectacularly—at transforming their workplaces. What makes them able to exert this sort of influence when the vast majority can't? The authors tracked 68 change initiatives in the UK's... View Details
Keywords: Networks; Organizational Change and Adaptation; Leading Change; Health Industry
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Battilana, Julie, and Tiziana Casciaro. "The Network Secrets of Great Change Agents." Harvard Business Review 91, nos. 7/8 (July–August 2013): 62–68.
  • 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).
  • 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.)
  • December 2013 (Revised March 2015)
  • Supplement

eBay Partner Network (D)

By: Benjamin Edelman
Supplements the (A) case View Details
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Edelman, Benjamin. "eBay Partner Network (D)." Harvard Business School Supplement 914-016, December 2013. (Revised March 2015.)
  • September 1989
  • Case

National Credit Information Network

By: F. Warren McFarlan and H. Jeff Smith
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McFarlan, F. Warren, and H. Jeff Smith. "National Credit Information Network." Harvard Business School Case 190-043, September 1989.
  • April 2005 (Revised June 2006)
  • Case

Yahoo! Messenger: Network Integration

By: Thomas R. Eisenmann and Alison Berkley Wagonfeld
Describes Yahoo!'s management of the launch of version 6.0 of its Instant Messenger (IM) product, which incorporates features from 12 other Yahoo! properties, including Search, Music, Games, Photos, Personals, News, and Shopping. The integration of features from so... View Details
Keywords: Integration; Business Units; Digital Platforms; Internet and the Web; Competitive Advantage; Web Services Industry; Information Technology Industry; United States
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Eisenmann, Thomas R., and Alison Berkley Wagonfeld. "Yahoo! Messenger: Network Integration." Harvard Business School Case 805-102, April 2005. (Revised June 2006.)
  • November 2001
  • Case

IBM Network Technology (B)

By: Michael L. Tushman
Supplements the (A) case. View Details
Keywords: Organizational Design; Management Teams; Leadership Style; Organizational Change and Adaptation; Change Management; Growth Management; Information Technology Industry
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Tushman, Michael L. "IBM Network Technology (B)." Harvard Business School Case 402-013, November 2001.
  • September 2018 (Revised April 2019)
  • Case

Sigfox: Building a Global IoT Network

By: Rajiv Lal, Mette Fuglsang Hjortshoej and Emilie Billaud
In 2018, Ludovic Le Moan and Christophe Fourtet, co-founders of the French tech startup Sigfox, reflected on the evolution of their venture and the way forward. Founded in 2009, Sigfox was a company that provided a global connectivity network for devices connected to... View Details
Keywords: Internet Of Things; Business Startups; Entrepreneurship; Transition; Information Technology; Business Strategy; Internet and the Web; Technology Adoption; Technology Industry; Telecommunications Industry; France; Europe
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Lal, Rajiv, Mette Fuglsang Hjortshoej, and Emilie Billaud. "Sigfox: Building a Global IoT Network." Harvard Business School Case 519-032, September 2018. (Revised April 2019.)
  • 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.
  • January 2014 (Revised March 2015)
  • Technical Note

The Market Power of Platform-Mediated Networks

By: Benjamin Edelman
This note provides criteria to evaluate the power of a platform-mediated network. For a company considering building such a network or an investor considering funding such an effort, this analysis reveals the scope and desirability of the opportunity. Meanwhile, for a... View Details
Keywords: Intermediaries; Platforms; Platform Strategy; Business Model; Agreements and Arrangements; Distribution Channels; Networks; Technology Platform; Telecommunications Industry; Travel Industry; Financial Services Industry
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Edelman, Benjamin. "The Market Power of Platform-Mediated Networks." Harvard Business School Technical Note 914-029, January 2014. (Revised March 2015.) (request a courtesy copy.)
  • April 2004
  • Article

A Network of Invention

Keywords: Innovation and Invention; Networks
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Fleming, Lee, and Adam Juda. "A Network of Invention." Harvard Business Review 82, no. 4 (April 2004).
  • August 2007 (Revised July 2008)
  • Background Note

Take Advantage of Your Diaspora Network

By: William R. Kerr and Daniel J. Isenberg
Diaspora networks (DNs) are an important resource for global entrepreneurs. Discusses several features of DNs, combining both academic and practitioner perspectives. Describes the history and prevalence of DNs in many ethnicities, documents the broad resources DNs can... View Details
Keywords: Business Startups; Diasporas; Entrepreneurship; Globalized Markets and Industries; Social and Collaborative Networks
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Kerr, William R., and Daniel J. Isenberg. "Take Advantage of Your Diaspora Network." Harvard Business School Background Note 808-029, August 2007. (Revised July 2008.) (Featured in a 2008 Harvard Business Review write-up.)
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