Publications

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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

15 Oct 2013
First Look

First Look: October 15

explores the role of economic and cluster performance. Detailed historical economic and social data allow for an evaluation of policy results. The case finishes highlighting the main economic challenges the city was facing in 2012.... View Details

Keywords: Sean Silverthorne

John A. Deighton

John Deighton is The Harold M. Brierley Professor of Business Administration Emeritus at Harvard Business School. He is an authority on consumer behavior and marketing, with a focus on digital and direct marketing. He teaches in the area of Big Data in Marketing,... View Details

Keywords: advertising; banking; beverage; communications; computer; consumer products; credit card; e-commerce industry; financial services; grocery; hotels ＆ motels; information technology industry; marketing industry; music; pharmaceuticals; professional services

January 2004
Case

Macroeconomic Policy and the State of the U.S. Economy, 2003

By: David A. Moss

Based on excerpts from Federal Reserve Chairman Alan Greenspan's testimony before the U.S. Senate Committee on Banking, Housing, and Urban Affairs on July 16, 2003, as well as economic data that were available to Chairman Greenspan at the time. Taken together, the text... View Details

Keywords: Macroeconomics; Banks and Banking; Policy; Housing; Analytics and Data Science; Problems and Challenges; Urban Development; United States

2023
Article

Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma

The Right to Explanation and the Right to be Forgotten are two important principles outlined to regulate algorithmic decision making and data usage in real-world applications. While the right to explanation allows individuals to request an actionable explanation for an... View Details

Keywords: Analytics and Data Science; AI and Machine Learning; Decision Making; Governing Rules, Regulations, and Reforms

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June 1992 (Revised March 2006)
Case

Concordia Casting Company

By: F. Warren McFarlan

Describes five years of development in a centralized data processing activity serving a highly decentralized corporation. Data processing manager discovers that a major software system conversion is a full year behind schedule, and subsequently makes several managerial... View Details

Keywords: Analytics and Data Science; Applications and Software; System; Information Technology; Change Management; Organizational Change and Adaptation; Leadership Style; Leading Change; Human Resources; Conflict and Resolution; Supply Chain Management; Accounting; Auto Industry

August 2010 (Revised September 2011)
Case

Driving Sustainability at Bloomberg L.P.

By: Christopher Marquis, Daniel Beunza, Fabrizio Ferraro and Bobbi Thomason

Describes the addition of environmental, social, and governance (ESG) performance indicators to the Bloomberg terminal. The initiative grew out of Bloomberg's broader sustainability initiatives and is an example of how committed employees can create positive social... View Details

Keywords: Corporate Entrepreneurship; Knowledge Dissemination; Corporate Social Responsibility and Impact; Organizational Culture; Business and Stakeholder Relations; Environmental Sustainability; Publishing Industry; New York (city, NY)

October 2022 (Revised December 2022)
Case

SMART: AI and Machine Learning for Wildlife Conservation

By: Brian Trelstad and Bonnie Yining Cao

Spatial Monitoring and Reporting Tool (SMART), a set of software and analytical tools designed for the purpose of wildlife conservation, had demonstrated significant improvements in patrol coverage, with some observed reductions in poaching and contributing to wildlife... View Details

Keywords: Business and Government Relations; Emerging Markets; Technology Adoption; Strategy; Management; Ethics; Social Enterprise; AI and Machine Learning; Analytics and Data Science; Natural Environment; Technology Industry; Cambodia; United States; Africa

Program

Competing in the Age of AI—Virtual

on service delivery Digital officers, technology officers, and individuals building and launching data science and analytics Attend with a team from your organization to foster fruitful collaboration and... 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

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05 Sep 2012
First Look

First Look: September 5

if they did not obtain the second reward. We discuss implications for research on motivation and incentives. Bringing Science to the Art of Strategy Authors:A.G. Lafley, Roger L. Martin, Jan W. Rivkin, and Nicolaj Siggelkow... View Details

Keywords: Sean Silverthorne

October 1993 (Revised August 1996)
Background Note

Forecasting with Regression Analysis

By: Arthur Schleifer Jr.

Provides an example of regression in one of its most important roles. Relating probabilistic forecasts based on past data to decision analysis. View Details

Keywords: Management Analysis, Tools, and Techniques; Analytics and Data Science; Forecasting and Prediction; Mathematical Methods

George Serafeim is the Charles M. Williams Professor of Business Administration at Harvard Business School, where he co-leads the Climate and Sustainability Impact Lab within the Digital, Data, and Design Institute. He teaches in the General Management Program of... View Details

Keywords: asset management; insurance industry; automobiles; industrial goods; fashion; food; green technology

06 Oct 2020
Blog Post

2+2 Where Are They Now Spotlight: Curtis Wu (MBA 2018)

Charles Cooney, taught me that the hardest problems often occur at interfaces between multiple sectors. The 2+2 program offered me a way to learn the language and tools I would need to tackle tough problems at the interface of science and... View Details

10 Jun 2015
Research & Ideas

The Transparency Revolution in Corporate Reporting

Not long ago, only 30 companies around the world reported data about their social and sustainability (that is, nonfinancial) endeavors. Today, more than 7,000 organizations do so. While that transparency is undoubtedly a good thing, the... View Details

Keywords: Re: George Serafeim

Article

ESG Integration in Investment Management: Myths and Realities

By: Sakis Kotsantonis, Christopher Pinney and George Serafeim

The authors’ aim in this article is to set the record straight on the financial performance of sustainable investing while also correcting a number of other widespread misconceptions about this rapidly growing set of principles and methods. Myth Number 1:... View Details

Keywords: ESG; Sustainability; Investment Management; Finance; Corporate Social Responsibility; Integrated Corporate Reporting; Corporate Social Responsibility and Impact; Investment; Environmental Sustainability; Corporate Governance

Find at Harvard

14 Dec 2016
HBS Seminar

Siobhan O'Mahony and Rebecca Karp, Boston University

23 Sep 2015
HBS Seminar

Ohad Barzilay, Tel Aviv University

August 2023 (Revised March 2024)
Case

Arla Foods: Data-Driven Decarbonization (A)

By: Michael Parzen, Michael W. Toffel, Susan Pinckney and Amram Migdal

The case describes Arla’s history, in particular its climate change mitigation efforts, and how it implemented a price incentive system to motivate individual farms to implement scope 1 greenhouse gas emissions mitigation measures and receive a higher milk price. The... View Details