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Publications

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  • All HBS Web  (2,184)
    • News  (349)
    • Research  (1,585)
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    • Multimedia  (7)
  • Faculty Publications  (735)

Show Results For

  • All HBS Web  (2,184)
    • News  (349)
    • Research  (1,585)
    • Events  (18)
    • Multimedia  (7)
  • Faculty Publications  (735)
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  • Web

Data - Institute For Strategy And Competitiveness

HBS ISC Resources Resources Video Courses Data Events & Presentations Frameworks News Publications Data Data Resources U.S. Cluster Mapping The Cluster Mapping Project... View Details
  • 27 Jul 2009
  • Research & Ideas

Social Network Marketing: What Works?

the research with HBS Working Knowledge. Sarah Jane Gilbert: Your research attempted to answer this question: Do friends within a social network influence online buying behaviors of others in the group? What did you discover? Sunil Gupta:... View Details
Keywords: by Sarah Jane Gilbert; Advertising; Publishing; Retail
  • 2023
  • Working Paper

Feature Importance Disparities for Data Bias Investigations

By: Peter W. Chang, Leor Fishman and Seth Neel
It is widely held that one cause of downstream bias in classifiers is bias present in the training data. Rectifying such biases may involve context-dependent interventions such as training separate models on subgroups, removing features with bias in the collection... View Details
Keywords: AI and Machine Learning; Analytics and Data Science; Prejudice and Bias
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Chang, Peter W., Leor Fishman, and Seth Neel. "Feature Importance Disparities for Data Bias Investigations." Working Paper, March 2023.
  • June 2020
  • Article

Real-time Data from Mobile Platforms to Evaluate Sustainable Transportation Infrastructure

By: Omar Isaac Asensio, Kevin Alvarez, Arielle Dror, Emerson Wenzel, Catharina Hollauer and Sooji Ha
By displacing gasoline and diesel fuels, electric cars and fleets reduce emissions from the transportation sector, thus offering important public health benefits. However, public confidence in the reliability of charging infrastructure remains a fundamental barrier to... View Details
Keywords: Environmental Sustainability; Transportation; Infrastructure; Behavior; AI and Machine Learning; Demand and Consumers
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Asensio, Omar Isaac, Kevin Alvarez, Arielle Dror, Emerson Wenzel, Catharina Hollauer, and Sooji Ha. "Real-time Data from Mobile Platforms to Evaluate Sustainable Transportation Infrastructure." Nature Sustainability 3, no. 6 (June 2020): 463–471.
  • Article

Some Uses of Happiness Data in Economics

By: Rafael Di Tella and Robert MacCulloch
Keywords: Happiness; Analytics and Data Science; Economics
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Di Tella, Rafael, and Robert MacCulloch. "Some Uses of Happiness Data in Economics." Journal of Economic Perspectives 20, no. 1 (Winter 2006): 25–46.
  • July – August 2010
  • Article

Vision Statement: Mapping the Social Internet

By: Mikolaj Jan Piskorski and Tommy McCall
Fresh data on internet user behaviors around the globe show an East-West divide. View Details
Keywords: Consumer Behavior; Emerging Markets; Social and Collaborative Networks; Internet
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Piskorski, Mikolaj Jan, and Tommy McCall. "Vision Statement: Mapping the Social Internet." Harvard Business Review 88, nos. 7-8 (July–August 2010).
  • 08 May 2020
  • Working Paper Summaries

Corporate Environmental Impact: Measurement, Data and Information

Keywords: by George Serafeim, DG Park, David Freiberg, and T. Robert Zochowski
  • 18 Mar 2014
  • News

The Oz of Data Opens the Curtain

Scott Howe Nineteenth-century Philadelphia retailer John Wanamaker famously said, "Half the money I spend on advertising is wasted; the trouble is I don't know which half." Nearly 150 years later, Scott Howe (MBA 1994), president and CEO of Little Rock, Arkansas-based... View Details
Keywords: Robert S. Benchley; Data Processing, Hosting, and Related Services; Data Processing, Hosting, and Related Services
  • October 2018
  • Article

The Operational Value of Social Media Information

By: Ruomeng Cui, Santiago Gallino, Antonio Moreno and Dennis J. Zhang
While the value of using social media information has been established in multiple business contexts, the field of operations and supply chain management have not yet explored the possibilities it offers in improving firms' operational decisions. This study attempts to... View Details
Keywords: Machine Learning; Information; Sales; Forecasting and Prediction; Social Media
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Cui, Ruomeng, Santiago Gallino, Antonio Moreno, and Dennis J. Zhang. "The Operational Value of Social Media Information." Special Issue on Big Data in Supply Chain Management. Production and Operations Management 27, no. 10 (October 2018): 1749–1774.
  • 22 Oct 2014
  • Video

Social Impact Investing: Measuring Success

  • Article

Collection, Exploration and Analysis of Crowdfunding Social Networks

By: Miao Cheng, Anand Sriramulu, Sudarshan Muralidhar, Boon Thau Loo, Laura Huang and Po-Ling Loh
Crowdfunding is a recent financing phenomenon that is gaining wide popularity as a means for startups to raise seed funding for their companies. This paper presents our initial results at understanding this phenomenon using an exploratory data driven approach. We have... View Details
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Cheng, Miao, Anand Sriramulu, Sudarshan Muralidhar, Boon Thau Loo, Laura Huang, and Po-Ling Loh. "Collection, Exploration and Analysis of Crowdfunding Social Networks." Proceedings of the International Workshop on Exploratory Search in Databases and the Web 3rd (2016): 25–30.
  • Research Summary

Strategic participation of social movement organizations

Social movements and related social movement organizations (SMOs) play an important role in the formation of new industries and market niches, as well as the emergence of new organizational forms.  I argue that as SMOs become more sophisticated and... View Details

  • 2017
  • Working Paper

Nowcasting the Local Economy: Using Yelp Data to Measure Economic Activity

By: Edward L. Glaeser, Hyunjin Kim and Michael Luca
Can new data sources from online platforms help to measure local economic activity? Government datasets from agencies such as the U.S. Census Bureau provide the standard measures of economic activity at the local level. However, these statistics typically appear only... View Details
Keywords: Economy; Analytics and Data Science; Local Range; Social and Collaborative Networks
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Glaeser, Edward L., Hyunjin Kim, and Michael Luca. "Nowcasting the Local Economy: Using Yelp Data to Measure Economic Activity." Harvard Business School Working Paper, No. 18-022, September 2017. (Revised October 2017.)
  • 01 Mar 2013
  • News

Sizing Up Social Impact

nonprofit leaders today," says Associate Professor Alnoor Ebrahim, a member of the School's General Management Unit and Social Enterprise Initiative who focuses on the challenges of performance management, accountability, and governance... View Details
Keywords: Julia Hanna; Crop Production; Agriculture; Administration of Economic Programs; Government; Administration of Housing Programs, Urban Planning, and Community Development; Government; Water, Sewage and Supply Systems; Utilities
  • 10 Dec 2012
  • News

How Nonprofits Can Use Data to Solve the World's Problems

  • 14 Jun 2010
  • Research & Ideas

The Hard Work of Measuring Social Impact

what that spending achieved. Yet there has been little agreement on a set of hard-and-fast metrics to measure social performance. How should a nonprofit manager respond when a significant donor asks for proof of his or her contribution's... View Details
Keywords: by Julia Hanna
  • March 2016
  • Article

Environmental Demands and the Emergence of Social Structure: Technological Dynamism and Interorganizational Network Forms

By: Adam Tatarynowicz, Maxim Sytch and Ranjay Gulati
This study investigates the origins of variation in the structures of interorganizational networks across industries. We combine empirical analyses of existing interorganizational networks in six industries with an agent-based simulation model of network emergence.... View Details
Keywords: Interorganizatonal Relationships; Social Networks; Network Emergence; Interorganizational Networks; Information Technology; Networks; Organizational Structure; Social and Collaborative Networks; Social Media
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Tatarynowicz, Adam, Maxim Sytch, and Ranjay Gulati. "Environmental Demands and the Emergence of Social Structure: Technological Dynamism and Interorganizational Network Forms." Administrative Science Quarterly 61, no. 1 (March 2016): 52–86.
  • 05 Dec 2014
  • Working Paper Summaries

Seesaws and Social Security Benefits Indexing

Keywords: by Matthew Weinzierl
  • 12 Apr 2022
  • Research & Ideas

Swiping Right: How Data Helped This Online Dating Site Make More Matches

some estimates, with players such as Bumble, Tinder, and OKCupid vying to help people find love. While McFowland is not a dating expert, his work in machine learning and social sciences examines the efficacy of how people interact in... View Details
Keywords: by Kara Baskin
  • 2009
  • Working Paper

Do Friends Influence Purchases in a Social Network?

By: Raghuram Iyengar, Sangman Han and Sunil Gupta

Social networks, such as Facebook and Myspace have witnessed a rapid growth in their membership. Some of these businesses have tried an advertising-based model with very limited success. However, these businesses have not fully explored the power of their members to... View Details

Keywords: Marketing; Network Effects; Sales; Power and Influence; Social and Collaborative Networks; Web Sites; South Korea
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Iyengar, Raghuram, Sangman Han, and Sunil Gupta. "Do Friends Influence Purchases in a Social Network?" Harvard Business School Working Paper, No. 09-123, April 2009.
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