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    • All HBS Web  (1,637)
      • Faculty Publications  (225)

      Network EffectsRemove Network Effects →

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      • November–December 2018
      • Article

      Online Network Revenue Management Using Thompson Sampling

      By: Kris J. Ferreira, David Simchi-Levi and He Wang
      We consider a network revenue management problem where an online retailer aims to maximize revenue from multiple products with limited inventory constraints. As common in practice, the retailer does not know the consumer's purchase probability at each price and must... View Details
      Keywords: Online Marketing; Revenue Management; Revenue; Management; Marketing; Internet and the Web; Price; Mathematical Methods
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      Ferreira, Kris J., David Simchi-Levi, and He Wang. "Online Network Revenue Management Using Thompson Sampling." Operations Research 66, no. 6 (November–December 2018): 1586–1602.
      • 2018
      • Working Paper

      Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 5 Complementarity

      By: Carliss Y. Baldwin
      The purpose of this chapter is to relate the theory of task networks and technology set forth in previous chapters to theories of firm boundaries from economics and management. Complementary goods have more value when used together than separately. Complementarity may... View Details
      Keywords: Complementarity
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      Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 5 Complementarity." Harvard Business School Working Paper, No. 19-036, October 2018.
      • September 2018
      • Case

      OYO: Creating Effective Spaces

      By: Das Narayandas, Sunil Gupta, Rachna Tahilyani and Mahima Rao-Kachroo
      Twenty-four-year old Ritesh Agarwal, founder and CEO of India-based online hotel branding network OYO Rooms, has tackled the issue of unreliability in India's highly fragmented budget hotel industry. In 2018, OYO branded 8,500 properties across 200 cities and managed... View Details
      Keywords: Technology; Accomodation; App Development; Operations And Processes; Innovation; Strategy; Change Management; Entrepreneurship; Information Technology; Research; Marketing; Operations; Innovation Strategy; Sales; Accommodations Industry; India; South Asia
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      Narayandas, Das, Sunil Gupta, Rachna Tahilyani, and Mahima Rao-Kachroo. "OYO: Creating Effective Spaces." Harvard Business School Case 519-023, September 2018.
      • August 28, 2018
      • Article

      How Intermittent Breaks in Interaction Improve Collective Intelligence

      By: Ethan Bernstein, Jesse Shore and David Lazer
      People influence each other when they interact to solve problems. Such social influence introduces both benefits (higher average solution quality due to exploitation of existing answers through social learning) and costs (lower maximum solution quality due to a... View Details
      Keywords: Transparency; Social Influence; Collective Intelligence; Interaction; Problem Solving; Collaboration; Intermittant; Breaks; Always On; Communication Technologies; Communication; Design; Information; Management; Leadership; Organizational Design; Organizational Structure; Performance; Social and Collaborative Networks; Information Technology
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      Bernstein, Ethan, Jesse Shore, and David Lazer. "How Intermittent Breaks in Interaction Improve Collective Intelligence." Proceedings of the National Academy of Sciences 115, no. 35 (August 28, 2018).
      • Article

      The Impact of the 'Open' Workspace on Human Collaboration

      By: Ethan Bernstein and Stephen Turban
      Organizations’ pursuit of increased workplace collaboration has led managers to transform traditional office spaces into “open,” transparency-enhancing architectures with fewer walls, doors, and other spatial boundaries, yet there is scant direct empirical research on... View Details
      Keywords: Open Office; Transparency; Collaboration; Collective Intelligence; Workspace; Workspace Design; Architecture; Cubicles; Boundaries; Spatial Boundaries; Human Behavior; Propinquity; Co-location; Interaction; Sociometers; People Analytics; Buildings and Facilities; Communication; Design; Human Resources; Leadership; Management; Organizational Design; Organizational Structure; Networks; Social and Collaborative Networks; Information Technology; United States
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      Bernstein, Ethan, and Stephen Turban. "The Impact of the 'Open' Workspace on Human Collaboration." Art. 239. Philosophical Transactions of the Royal Society B, Biological Sciences 373, no. 1753 (August 19, 2018).
      • April 2018
      • Supplement

      $19B 4 txt app WhatsApp...omg! (B)

      By: David B. Yoffie and Aakash Mehta
      This case provides a brief update on Facebook's acquisition of WhatsApp. View Details
      Keywords: Technology; Strategy; Network Effects; Technology Industry
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      Yoffie, David B., and Aakash Mehta. "$19B 4 txt app WhatsApp...omg! (B)." Harvard Business School Supplement 718-513, April 2018.
      • February 2018 (Revised December 2019)
      • Case

      Rise of the Drones: Identified Technologies

      By: Andy Wu and George Gonzalez
      The founder and CEO of Identified Technologies, a Pittsburgh-based drone software and services company, faces a dilemma when San Francisco–based DroneDeploy begins to disrupt the industry with its drone software platform. Identified Technologies needs to consider... View Details
      Keywords: Applications and Software; Digital Platforms; Disruption; Network Effects; Computer Industry; Web Services Industry; Pittsburgh; San Francisco
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      Wu, Andy, and George Gonzalez. "Rise of the Drones: Identified Technologies." Harvard Business School Case 718-482, February 2018. (Revised December 2019.)
      • September 2017
      • Case

      NBCUniversal Telemundo: Transforming Latino Television

      By: Henry W. McGee, Carin-Isabel Knoop and Christine Snively
      In August 2017, Cesar Conde, chairman of NBCUniversal International Group and NBCUniversal Telemundo Enterprises, considered how the Miami-based Spanish-language TV network Telemundo could succeed in a rapidly shifting media landscape. Over the past few years,... View Details
      Keywords: Television Industry; Television Advertising; Broadcasting; Telecommunications; Internet; Television Entertainment; Internet and the Web; Advertising; Digital Platforms; Digital Marketing; Telecommunications Industry; Media and Broadcasting Industry; Miami
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      McGee, Henry W., Carin-Isabel Knoop, and Christine Snively. "NBCUniversal Telemundo: Transforming Latino Television." Harvard Business School Case 318-018, September 2017.
      • August 2017 (Revised September 2018)
      • Case

      Audubon in 2017: The Turnaround

      By: V. Kasturi Rangan
      The case briefly describes the 112-year history of the organization and focuses particularly on the changes wrought by its new leader David Yarnold who was brought in by the board in 2010. Under Yarnold's leadership the organization went through two strategic plans... View Details
      Keywords: Nonprofit Strategy; Change Management; Change; Leadership; Nonprofit Organizations; Strategy; Transformation
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      Rangan, V. Kasturi. "Audubon in 2017: The Turnaround." Harvard Business School Case 518-025, August 2017. (Revised September 2018.)
      • 2017
      • Working Paper

      Business History, the Great Divergence and the Great Convergence

      By: Geoffrey Jones
      This working paper provides a business history perspective on debates about the Great Divergence, the rise of the income gap between the West and the Rest, and the more recent Great Convergence, which has seen a narrowing of that gap. The literature on the timing and... View Details
      Keywords: Business History; Economics; History; Wealth and Poverty; Developing Countries and Economies; Economic Growth
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      Jones, Geoffrey. "Business History, the Great Divergence and the Great Convergence." Harvard Business School Working Paper, No. 18-004, July 2017.
      • Article

      Beyond the Target Customer: Social Effects in CRM Campaigns

      By: Eva Ascarza, Peter Ebbes, Oded Netzer and Matthew Danielson
      Customer relationship management (CRM) campaigns have traditionally focused on maximizing the profitability of the targeted customers. The authors demonstrate that in business settings characterized by network externalities, a CRM campaign that is aimed at changing the... View Details
      Keywords: Social Effects; Field Experiment; Mobile; Customer Relationship Management; Network Effects; Consumer Behavior
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      Ascarza, Eva, Peter Ebbes, Oded Netzer, and Matthew Danielson. "Beyond the Target Customer: Social Effects in CRM Campaigns." Journal of Marketing Research (JMR) 54, no. 3 (June 2017): 347–363.
      • 2019
      • Chapter

      Markets as Networks: The Dynamics and Implications of Interorganizational Network Structures

      By: Ranjay Gulati and Maxim Sytch
      We discuss existing research that applies a relational, socio-structural lens to studying organizations and markets. Research in this field has described markets first and foremost as networks of enduring relationships and repeated interactions among organizations. We... View Details
      Keywords: Interorganizatonal Relationships; Social Networks; Networks; Markets
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      Gulati, Ranjay, and Maxim Sytch. "Markets as Networks: The Dynamics and Implications of Interorganizational Network Structures." In The Palgrave Encyclopedia of Strategic Management. Continuously updated edition, edited by Mie Augier and David J. Teece. Palgrave Macmillan, 2019. Electronic. (Pre-published, October 2013 and updated in 2014.)
      • 2019
      • Chapter

      Network Effects

      By: Andrei Hagiu and David B. Yoffie
      Network effects are a key economic and strategic phenomenon in 'new economy' industries. They can, but do not necessarily, lead to market tipping, unless they outweigh customers' benefits from differentiation and are accompanied by high switching and multi-homing... View Details
      Keywords: Network Effects
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      Hagiu, Andrei, and David B. Yoffie. "Network Effects." In The Palgrave Encyclopedia of Strategic Management. Continuously updated edition, edited by Mie Augier and David J. Teece. Palgrave Macmillan, 2017. Electronic. (Pre-published, October 2013.)
      • 2017
      • Case

      Uncommon Schools (A): A Network of Networks

      By: John J-H Kim and Sarah McAra
      In 2013, Brett Peiser, CEO of the charter school management organization (CMO) Uncommon Schools, is reassessing the nonprofit’s strategy. For nearly 10 years, Uncommon had fulfilled its mission to bring high-quality education to students in low-income, urban areas... View Details
      Keywords: Charter Schools; Nonprofit Organizations; Teaching; Talent Management; Innovation; Organization Structure; Education; Early Childhood Education; Middle School Education; Organizational Structure; Performance Consistency; Strategy; Collaborative Innovation and Invention; Education Industry
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      Kim, John J-H, and Sarah McAra. "Uncommon Schools (A): A Network of Networks." Harvard Business Publishing Case, 2017. (Case No. PEL-079.)
      • February 2017
      • Case

      BlaBlaCar: The Road Ahead...

      By: Karim R. Lakhani, Arun Sundararajan, Emilie Billaud and Caroline Caltagirone
      In 2017, the co-founders of BlaBlaCar—the world’s largest long-distance carpooling company—reflected on the evolution of their venture and the way forward. BlaBlaCar had reached critical mass and size; yet staying still was not going to be enough to be relevant and... View Details
      Keywords: Business Growth and Maturation; Business Startups; Transformation; Decision Making; Values and Beliefs; Growth and Development Strategy; Digital Platforms; Network Effects; Strategic Planning; Competitive Strategy; Expansion; Internet and the Web; Transportation Networks; Transportation Industry; Web Services Industry; France; Europe
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      Lakhani, Karim R., Arun Sundararajan, Emilie Billaud, and Caroline Caltagirone. "BlaBlaCar: The Road Ahead..." Harvard Business School Case 617-050, February 2017.
      • Article

      Does 'Liking' Lead to Loving? The Impact of Joining a Brand's Social Network on Marketing Outcomes

      By: Leslie K. John, Oliver Emrich, Sunil Gupta and Michael I. Norton
      Does “liking” a brand on Facebook cause a person to view it more favorably? Or is “liking” simply a symptom of being fond of a brand? We disentangle these possibilities and find evidence for the latter: brand attitudes and purchasing are predicted by consumers’... View Details
      Keywords: Brands; Marketing Effectiveness; Brand Evaluation; Peer Influence; Brands and Branding; Social and Collaborative Networks; Social Media
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      John, Leslie K., Oliver Emrich, Sunil Gupta, and Michael I. Norton. "Does 'Liking' Lead to Loving? The Impact of Joining a Brand's Social Network on Marketing Outcomes." Journal of Marketing Research (JMR) 54, no. 1 (February 2017): 144–155.
      • September 2016 (Revised July 2018)
      • Case

      United Airlines: More Out-and-Back Flying?

      By: Ryan W. Buell, Willy Shih and Mike Toffel
      This case looks at United Airlines when it is facing a decision on whether to shift its aircraft routing to more "out-and-back" routing in order to try to improve its on-time performance. As one of the world's largest airlines, United had a very large fleet and... View Details
      Keywords: Service Excellence; Service Management; Service Quality; Service Quality Competition; Services; Airline Industry; Airlines; Operational Complexity; Operational Disruptions; Operational Effectiveness; Operations Improvement; Operations Management; Operations Strategy; Air Transportation; Operations; Service Operations; Service Delivery; Performance Effectiveness; Performance Improvement; Complexity; Air Transportation Industry; United States
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      Buell, Ryan W., Willy Shih, and Mike Toffel. "United Airlines: More Out-and-Back Flying?" Harvard Business School Case 617-010, September 2016. (Revised July 2018.)
      • 2016
      • Article

      Peer-to-Peer Markets

      By: Liran Einav, Chiara Farronato and Jonathan Levin
      Peer-to-peer markets such as eBay, Uber, and Airbnb allow small suppliers to compete with traditional providers of goods or services. We view the primary function of these markets as making it easy for buyers to find sellers and engage in convenient, trustworthy... View Details
      Keywords: Peer-to-peer; Online Platforms; Matching; Innovation; Digital Platforms; Marketplace Matching; Market Design; Internet and the Web; Technology Adoption; Network Effects; Market Entry and Exit
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      Einav, Liran, Chiara Farronato, and Jonathan Levin. "Peer-to-Peer Markets." Annual Review of Economics 8 (2016): 615–635.
      • 2016
      • Chapter

      Networks and the Macroeconomy: An Empirical Exploration

      By: Daron Acemoglu, Ufuk Akcigit and William R. Kerr
      The propagation of macroeconomic shocks through input-output and geographic networks can be a powerful driver of macroeconomic fluctuations. We first exposit that in the presence of Cobb-Douglas production functions and consumer preferences, there is a specific pattern... View Details
      Keywords: Economic Fluctuations; Geographic Collocation; Input-output Linkages; Propagation; Shocks; Networks; Fluctuation; System Shocks; Macroeconomics
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      Acemoglu, Daron, Ufuk Akcigit, and William R. Kerr. "Networks and the Macroeconomy: An Empirical Exploration." In NBER Macroeconomics Annual 2015, Vol. 30, edited by Martin Eichenbaum and Jonathan Parker, 273–335. Chicago, IL: University of Chicago Press, 2016.
      • October 2015
      • Case

      Facebook: The First Ten Years

      By: Shane Greenstein, Marco Iansiti and Christine Snively
      Facebook celebrated its ten year anniversary in February 2014. Over the past decade it has grown into the largest social network in the world with one billion users. After filing an IPO in 2012 at a $104 billion valuation (the third largest IPO in U.S. history), the... View Details
      Keywords: Social Networks; Technology; Facebook; Entrepreneurship; Profit; Open Source Distribution; Social and Collaborative Networks; Competition; Competitive Strategy; Internet and the Web; Digital Platforms; Social Media; Information Technology Industry
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      Greenstein, Shane, Marco Iansiti, and Christine Snively. "Facebook: The First Ten Years." Harvard Business School Case 616-012, October 2015. (More Info.)
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