Publications

April 2024
Article

Decision Authority and the Returns to Algorithms

By: Hyunjin Kim, Edward L. Glaeser, Andrew Hillis, Scott Duke Kominers and Michael Luca

We evaluate a pilot in an Inspections Department to explore the returns to a pair of algorithms that varied in their sophistication. We find that both algorithms provided substantial prediction gains, suggesting that even simple data may be helpful. However, these... View Details

Keywords: Algorithmic Aversion; Algorithmic Decision Making; Algorithms; Public Entrepreneurship; Govenment; Local Government; Crowdsourcing; Crowdsourcing Contests; Inspection; Principal-agent Theory; Government Administration; Decision Making; Public Administration Industry; United States

01 Dec 2019
News

Bridging the Gap

investment in the city’s human capital, requiring work that is much more subtle, nuanced, and difficult to see. This is Chattanooga’s, and the nation’s, toughest challenge to date—one that will require the collaborative focus of leaders from the business, nonprofit,... View Details

Keywords: Julia Hanna; illustration by Josh Cochran; photographed by Melissa Golden; cross sector collaboration; local government; nonprofits; education; leadership; Government; Government

October 2016 (Revised March 2017)
Case

Airbnb in Amsterdam (A)

By: Mitchell Weiss, Emer Moloney and Vincent Dessain

In February 2014, Amsterdam became the first city to issue new regulations specifically to allow home sharing. Airbnb's Molly Turner, global head of civic partnerships; her colleagues at the San Francisco–based home sharing platform; and her counterparts in Amsterdam's... View Details

November 2019 (Revised May 2020)
Case

Collibra

By: Lynda M. Applegate, Jeffrey F. Rayport and Julia Kelley

Founded in 2008 at Vrije Universiteit Brussels, Collibra was a data intelligence company that found product-market fit in the years after the global financial crisis when many companies were under pressure from consumers and governments to improve their data management... View Details

January 2019
Case

Data.gov (Abridged)

By: Karim R. Lakhani, Robert D. Austin and Yumi Yi

This case presents the logic and execution underlying the launch of Data.gov, an instantiation of President Obama's initiative for transparency and open government. The process used by Vivek Kundra, the federal CIO, and his team to rapidly develop the website and to... View Details

Keywords: Safety; Rights; Analytics and Data Science; Internet and the Web; Ethics; Cost vs Benefits; Innovation and Management; Information Management; Public Administration Industry; Information Industry; United States

2012
Article

Do Voters Demand Responsive Governments? Evidence from Indian Disaster Relief

By: Shawn Cole, Andrew Healy and Eric Werker

Using rainfall, public relief, and election data from India, we examine how governments respond to adverse shocks and how voters react to these responses. The data show that voters punish the incumbent party for weather events beyond its control. However, fewer voters... View Details

Keywords: Political Elections; System Shocks; Natural Disasters; Policy; Motivation and Incentives; Public Opinion; India

May 2010 (Revised May 2010)
Case

Data.gov

By: Karim R. Lakhani, Robert D. Austin and Yumi Yi

This case presents the logic and execution underlying the launch of Data.gov, an instantiation of President Obama's initiative for transparency and open government. The process used by Vivek Kundra, the federal CIO, and his team to rapidly develop the website and to... View Details

Keywords: Safety; Rights; Analytics and Data Science; Internet and the Web; Ethics; Cost vs Benefits; Innovation and Management; Information Management; Public Administration Industry; Information Industry; United States

Spring 2021
Article

Corporate Resilience and Response During COVID-19

By: Alex Cheema-Fox, Bridget LaPerla, George Serafeim and Hui (Stacie) Wang

The coronavirus pandemic caused a sharp market decline while raising heterogeneous responses across companies related to their employees, supply chain, and repurposing of operations to provide needed products and services. We study whether during the 2020 COVID-19... View Details

SSRN

Using rainfall, public relief, and election data from India, we examine how governments respond to adverse shocks and how voters react to these responses. The data show that voters punish the incumbent party for weather events beyond its control. However, fewer... View Details

Article

Market Interest in Nonfinancial Information

By: R. G. Eccles, Michael P. Krzus and George Serafeim

Market interest in nonfinancial (e.g., Environmental, Social, and Governance [ESG]) information, including data produced by the Carbon Disclosure Project (CDP), is growing. Using data from Bloomberg we analyze this interest from a variety of different perspectives, and... View Details

Keywords: Markets; Analytics and Data Science; Perspective; Environmental Sustainability; Social Issues; Corporate Disclosure; Projects; Interests

Suraj Srinivasan is the Philip J. Stomberg Professor of Business Administration, a member of the Accounting and Management faculty unit, and chair of the View Details

Keywords: accounting industry; financial services

07 Mar 2013
HBS Seminar

Mike Toffel, Harvard Business School

17 Oct 2019
Working Paper Summaries

Persuasion by Populist Propaganda: Evidence from the 2015 Argentine Ballotage

Keywords: by Rafael Di Tella, Sebastian Galiani, and Ernesto Schargrodsky

Video

Adrian Gore

Adrian Gore, founder and Group Chief Executive of Discovery Limited, describes data sharing practices which allowed the company to help governments worldwide prepare against the emergence of the COVID-19 Omicron variant. View Details

February 2021
Article

Topic Classification of Electric Vehicle Consumer Experiences with Transformer-Based Deep Learning

By: Sooji Ha, Daniel J Marchetto, Sameer Dharur and Omar Isaac Asensio

The transportation sector is a major contributor to greenhouse gas (GHG) emissions and is a driver of adverse health effects globally. Increasingly, government policies have promoted the adoption of electric vehicles (EVs) as a solution to mitigate GHG emissions.... View Details

Keywords: Natural Language Processing; Analytics and Data Science; Environmental Sustainability; Infrastructure; Transportation; Policy

Trang Nguyen is a student at the Ph.D. Business Administration program jointly offered by Harvard Business School and Harvard Graduate School of Arts and Sciences.

Trang is interested in research at the intersection of corporate governance... View Details

September–October 2020
Article

Social-Impact Efforts That Create Real Value

By: George Serafeim

Until the mid-2010s few investors paid attention to environmental, social, and governance (ESG) data—information about companies’ carbon footprints, labor policies, board makeup, and so forth. Today the data is widely used by investors. How can organizations create... View Details

February 2015 (Revised September 2017)
Supplement

Omar Selim: Building a Values-Based Asset Management Firm (B)

By: George Serafeim, Rebecca Henderson and Shannon Gombos

The case describes the decision of Omar Selim to set up Arabesque as an independent organization and how he organized Arabesque to use both financial and environmental, social and governance (ESG) data in order to deliver performance for its clients. View Details

Keywords: Social Entrepreneurship; Investing; Investment Management; ESG; Sustainability; Investment Banking; Leadership; Leadership & Corporate Accountability; Leadership Style; Business Model; Asset Management; Business Startups; Social Enterprise