Publications

Educators

Spring 2016
Article

Has Social Science Taken Over Electoral Campaigns and Should We Regret It?

By: Vincent Pons

Keywords: Data Analytics; Elections; Electoral Campaigns; Persuasion; Randomized Experiments

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

16 Nov 2010
Lessons from the Classroom

Data.gov: Matching Government Data with Rapid Innovation

Obama-to move government data to the Web-lead to public benefits much faster? Data.gov, the subject of a new HBS case study, taught for the first time this summer, highlights the potential of raw data to... View Details

Keywords: by Martha Lagace; Technology

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

2021
Working Paper

Corporate Environmental Impact: Measurement, Data and Information

By: David Freiberg, DG Park, George Serafeim and T. Robert Zochowski

As an organization’s environmental impact has become a central societal consideration, thereby affecting industry and organizational competitiveness, interest in measuring and analyzing environmental impact has increased. We develop a methodology to derive comparable... View Details

Keywords: Environment; Impact; Measurement; Environmental Ratings; Corporate Valuation; Financial Materiality; Sustainability; Environmental Impact; Environmental Strategy; Impact-Weighted Accounts; IWAI; Environmental Sustainability; Corporate Social Responsibility and Impact; Measurement and Metrics; Valuation

SSRN

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

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

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

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

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

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

05 Dec 2014
Working Paper Summaries

Seesaws and Social Security Benefits Indexing

Keywords: by Matthew Weinzierl

Article

Some Uses of Happiness Data in Economics

By: Rafael Di Tella and Robert MacCulloch

Keywords: Happiness; Analytics and Data Science; Economics

2023
Working Paper

Digital Lending and Financial Well-Being: Through the Lens of Mobile Phone Data

By: AJ Chen, Omri Even-Tov, Jung Koo Kang and Regina Wittenberg-Moerman

To mitigate information asymmetry about borrowers in developing economies, digital lenders utilize machine-learning algorithms and nontraditional data from borrowers’ mobile devices. Consequently, digital lenders have managed to expand access to credit for millions of... View Details

Keywords: Borrowing and Debt; Credit; AI and Machine Learning; Welfare; Well-being; Developing Countries and Economies; Equality and Inequality

SSRN

September 2020
Article

Relaxing Household Liquidity Constraints Through Social Security

By: Sylvain Catherine, Max Miller and Natasha Sarin

More than a quarter of working-age households in the United States do not have sufficient savings to cover their expenditures after a month of unemployment. Recent proposals suggest giving workers early access to a small portion of their future Social Security benefits... View Details

Keywords: COVID-19 Pandemic; Personal Finance; Employment; Welfare; Insurance; Government Legislation

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

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

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