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  • All HBS Web  (3,590)
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  • March 2010 (Revised October 2011)
  • Background Note

Social Media

By: Sunil Gupta, Kristen Amalie Bozzone Armstrong and Zachary Scott Clayton
This note describes the rapidly changing environment of social media and how managers can leverage it. View Details
Keywords: Framework; Knowledge Use and Leverage; Situation or Environment; Social and Collaborative Networks
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Gupta, Sunil, Kristen Amalie Bozzone Armstrong, and Zachary Scott Clayton. "Social Media." Harvard Business School Background Note 510-095, March 2010. (Revised October 2011.)
  • 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
  • Article

Towards a Bill of Rights for Online Advertisers

By: Benjamin Edelman
Online advertising presents remarkable efficiencies—better targeting, improved measurement and greater return on investment. Yet there are challenges, particularly when networks of intermediaries place ads through convoluted relationships, and all the more so when... View Details
Keywords: Online Advertising; Rights; Measurement and Metrics; Investment Return; Negotiation; Networks; Problems and Challenges; Performance Efficiency; Law; Advertising Industry
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Edelman, Benjamin. "Towards a Bill of Rights for Online Advertisers." Advertising Week (September 21, 2009).
  • June 2009
  • Teaching Note

Online Restaurant Promotions

By: Benjamin Edelman
Teaching Note for [909034]. View Details
Keywords: Service Operations; Customer Satisfaction; Entertainment; Networks; Price; Corporate Strategy; Technology; Service Industry
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Edelman, Benjamin. "Online Restaurant Promotions." Harvard Business School Teaching Note 909-063, June 2009.
  • February 2021
  • Case

Threadless: The Renewal of an Online Community

By: Shane Greenstein, Karim Lakhani and Christian Godwin
Threadless, an online apparel company and artist community which Jake Nickell founded in 2000, continued to maintain its status as a top company in the online apparel industry during its second decade. From 2010 to 2020, Threadless continued to operate its... View Details
Keywords: Business Model; Decision Making; Entrepreneurship; Innovation and Invention; Leading Change; Management; Marketing; Product Launch; Operations; Supply Chain; Distribution; Networks; Sales; Strategy; Adaptation; Information Technology; Applications and Software; Digital Platforms; Apparel and Accessories Industry; Technology Industry; North America
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Greenstein, Shane, Karim Lakhani, and Christian Godwin. "Threadless: The Renewal of an Online Community." Harvard Business School Case 621-056, February 2021.
  • 17 Jan 2012
  • Working Paper Summaries

Expectations, Network Effects and Platform Pricing

Keywords: by Andrei Hagiu & Hanna Hałaburda; Entertainment & Recreation
  • 28 Aug 2006
  • Research & Ideas

Online Match-Making with Virtual Dates

current model is artificial and static, and far removed from everyday social interaction," says Jeana H. Frost, who along with Michael I. Norton and Dan Ariely is taking an academic look at online... View Details
Keywords: by Martha Lagace; Publishing
  • 2021
  • Working Paper

The Old Boys' Club: Schmoozing and the Gender Gap

By: Zoë B. Cullen and Ricardo Perez-Truglia
Offices are social places. Employees and managers take breaks together and talk about family and hobbies. In this study, we show that employees’ social interactions with their managers can be advantageous for their careers, and that this phenomenon contributes to the... View Details
Keywords: Career; Promotions; Social Interactions; Networking; Gender; Personal Development and Career; Wages; Social and Collaborative Networks
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Cullen, Zoë B., and Ricardo Perez-Truglia. "The Old Boys' Club: Schmoozing and the Gender Gap." Working Paper, June 2021. (American Economic Review 2023, 113(7): 1703–1740. https://doi.org/10.1257/aer.20210863.)
  • Research Summary

On the Origins of Brokerage in Intraorganizational Networks

While we have ample empirical evidence linking brokerage in intraorganizational social networks to both individual and firm-level benefits, we know little about its origins. Prior research describes correlations between rough demographic categories and network... View Details
  • August 2014 (Revised March 2015)
  • Case

Reinventing Retail: ShopRunner's Network Bet

By: Benjamin Edelman and Karen Webster
ShopRunner considers adjustments to improve its online shopping service which offers no-charge two-day shipping as well as easy returns and other conveniences. Competitors' diverse pricing models and ancillary benefits raise questions about how to structure and price... View Details
Keywords: Shopping Club; Coop; Pricing; Shipping; Marketing Channels; Global Strategy; Order Taking and Fulfillment; Information Technology Industry; Retail Industry; United States; China
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Edelman, Benjamin, and Karen Webster. "Reinventing Retail: ShopRunner's Network Bet." Harvard Business School Case 915-002, August 2014. (Revised March 2015.) (request a courtesy copy.)
  • June 1993
  • Article

Power, Social Influence, and Sense Making: Effects of Network Centrality and Proximity on Employee Perceptions

By: H. Ibarra and S. Andrews
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Ibarra, H., and S. Andrews. "Power, Social Influence, and Sense Making: Effects of Network Centrality and Proximity on Employee Perceptions." Administrative Science Quarterly 38, no. 2 (June 1993): 277–303.
  • 2016
  • Working Paper

The Empirical Economics of Online Attention

By: Andre Boik, Shane Greenstein and Jeffrey Prince
In several markets, firms compete not for consumer expenditure but instead for consumer attention. We model and characterize how households allocate their scarce attention in arguably the largest market for attention: the Internet. Our characterization of household... View Details
Keywords: Internet and the Web; Competition; Behavior; Resource Allocation; Household; Cognition and Thinking
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Boik, Andre, Shane Greenstein, and Jeffrey Prince. "The Empirical Economics of Online Attention." NBER Working Paper Series, No. 22427, July 2016.
  • 2013
  • Chapter

The Design of Online Advertising Markets

By: Benjamin Edelman
Because the market for online advertising is both new and fast-changing, participants experiment with all manner of variations. Should an advertiser's payment reflect the number of times an ad was shown, the number of times it was clicked, the number of sales that... View Details
Keywords: Misleading and Fraudulent Advertising; Online Advertising; Price; Market Design; Measurement and Metrics; Sales; Motivation and Incentives; Internet and the Web
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Edelman, Benjamin. "The Design of Online Advertising Markets." Chap. 15 in The Handbook of Market Design, edited by Nir Vulkan, Alvin E. Roth, and Zvika Neeman. Oxford University Press, 2013.
  • November 2021
  • Article

Ratings, Reviews, and the Marketing of New Products

By: Itay P. Fainmesser, Dominique Olié Lauga and Elie Ofek
We study how user-generated content (UGC) about new products impacts a firm's advertising and pricing decisions and the effect on profits and market dynamics. We construct a two-period model where consumers value quality and are heterogeneous in their taste for the new... View Details
Keywords: Online Reviews; Product Ratings; Social Networks; Word Of Mouth; Pricing; User-generated Content; Advertising; Product Marketing; Price; Consumer Behavior; Product Positioning; Social Media
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Fainmesser, Itay P., Dominique Olié Lauga, and Elie Ofek. "Ratings, Reviews, and the Marketing of New Products." Management Science 67, no. 11 (November 2021): 7023–7045.
  • September 16, 2022
  • Article

A Causal Test of the Strength of Weak Ties

By: Karthik Rajkumar, Guillaume Saint-Jacques, Iavor I. Bojinov, Erik Brynjolfsson and Sinan Aral
The authors analyzed data from multiple large-scale randomized experiments on LinkedIn’s People You May Know algorithm, which recommends new connections to LinkedIn members, to test the extent to which weak ties increased job mobility in the world’s largest... View Details
Keywords: Job Mobility; Social Networks; Social Ties; Networks; Personal Development and Career
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Rajkumar, Karthik, Guillaume Saint-Jacques, Iavor I. Bojinov, Erik Brynjolfsson, and Sinan Aral. "A Causal Test of the Strength of Weak Ties." Science 377, no. 6612 (September 16, 2022).
  • 10 Dec 2013
  • Working Paper Summaries

Information and Incentives in Online Affiliate Marketing

Keywords: by Benjamin G. Edelman & Wesley Brandi; Publishing; Technology
  • 2016
  • Working Paper

Designing Online Marketplaces: Trust and Reputation Mechanisms

By: Michael Luca
Online marketplaces have proliferated over the past decade, creating new markets where none existed. By reducing transaction costs, online marketplaces facilitate transactions that otherwise would not have occurred and enable easier entry of small sellers. One central... View Details
Keywords: Trust; E-commerce; Market Design
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Luca, Michael. "Designing Online Marketplaces: Trust and Reputation Mechanisms." NBER Working Paper Series, No. 22616, September 2016.
  • 04 Dec 2006
  • Research & Ideas

The Money Connection—Understanding VC Networks

essential to the functioning of VC and the technology-based industries in which VCs often invest. And in addition to person-to-person social networks, firm-to-firm networks are vital in both contexts.... View Details
Keywords: by Julia Hanna; Financial Services
  • 2020
  • Working Paper

Socioeconomic Network Heterogeneity and Pandemic Policy Response

By: Abhishek Nagaraj, Mohammad Akbarpour, Cody Cook, Aude Marzuoli, Simon Mongey, Matteo Saccarola, Pietro Tebaldi, Shoshana Vasserman and Hanbin Yang
We develop and implement a heterogeneous-agents network-based empirical model to analyze alternative policies during a pandemic outbreak. We combine several data sources, including information on individuals’ mobility and encounters across metropolitan areas,... View Details
Keywords: Health Pandemics; Policy; Outcome or Result; Analysis
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Nagaraj, Abhishek, Mohammad Akbarpour, Cody Cook, Aude Marzuoli, Simon Mongey, Matteo Saccarola, Pietro Tebaldi, Shoshana Vasserman, and Hanbin Yang. "Socioeconomic Network Heterogeneity and Pandemic Policy Response." Working Paper, June 2020.
  • January 2006 (Revised October 2007)
  • Background Note

Managing Networked Businesses: Course Overview for Students

By: Thomas R. Eisenmann
Provides an overview for students of the MBA elective course Managing Networked Businesses (MNB). MNB focuses on management challenges in businesses that exhibit network effects. The first section of the note explains that such businesses comprise a large and growing... View Details
Keywords: Business Model; Capital Structure; Business or Company Management; Network Effects; Organizational Design; Business and Government Relations; Social and Collaborative Networks; Competitive Strategy
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Eisenmann, Thomas R. "Managing Networked Businesses: Course Overview for Students." Harvard Business School Background Note 806-103, January 2006. (Revised October 2007.)
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