Publications

2023
Working Paper

The Customer Journey as a Source of Information

By: Nicolas Padilla, Eva Ascarza and Oded Netzer

In the face of heightened data privacy concerns and diminishing third-party data access, firms are placing increased emphasis on first-party data (1PD) for marketing decisions. However, in environments with infrequent purchases, reliance on past purchases 1PD... View Details

Keywords: Customer Journey; Privacy; Consumer Behavior; Analytics and Data Science; AI and Machine Learning; Customer Focus and Relationships

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November 2016
Case

QuintilesIMS: Biosimilar Marketing in England

By: John A. Quelch and Emily C. Boudreau

QuintilesIMS was a leading healthcare consulting firm best known for its data and information offerings as well as its market research and management consulting services for life science companies. By 2015, the company was expanding beyond the biopharmaceutical... View Details

Keywords: Health; Pharmaceutical Industry; Biotech; Marketing; Health Care and Treatment; Biotechnology Industry; England

28 Aug 2007
First Look

First Look: August 28, 2007

large economies for the 2001 to 2005 period. We investigate reasons why Chinese firms are more diversified than companies elsewhere. Design/methodology/approach—We collect data on the number of business segments in which publicly traded... View Details

Keywords: Martha Lagace

July 2002 (Revised June 2003)
Case

Microsoft Financial History

By: William A. Sahlman

Contains background financial data on Microsoft as of mid-2001. View Details

Keywords: History; Analytics and Data Science; Crime and Corruption; Profit

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10 May 2016
First Look

May 10, 2016

before. However, big data will not solve large urban social science questions on its own. Big data has the most value for the study of cities when it allows measurement of the... View Details

Keywords: Carmen Nobel

11 Feb 2015
HBS Seminar

EVENT POSTPONED - Ohad Barzilay, Tel Aviv University

03 Dec 2014
HBS Seminar

Ginger Jin, University of Maryland

03 Jun 2022
Blog Post

HiHome Sweet HiHome

simplify the home buying process. The company kicked off the venture through the MS/MBA’s Technology Venture Immersion (TVI) course, helped raise pre-seed capital through the Allston Venture Fund of the Harvard Innovation Labs, and recently hired a student from a SEAS... View Details

01 Dec 2015
First Look

December 1, 2015

the concrete promises of applying neuroscience to consumer psychology. Building from this, we focus on using brain data to predict consumer behavior, a topic that has recently generated a lot of excitement from academics and practitioners... View Details

Keywords: Sean Silverthorne

2019
Working Paper

Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna

We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details

Keywords: Spoken Communication; Business History; Analytics and Data Science; Finance; Performance

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16 May 2016
News

The Airplane As A Microcosm Of Class Divisions

April–May 2024
Article

Gone with the Big Data: Institutional Lender Demand for Private Information

By: Jung Koo Kang

I explore whether big-data sources can crowd out the value of private information acquired through lending relationships. Institutional lenders have been shown to exploit their access to borrowers’ private information by trading on it in financial markets. As a shock... View Details

Keywords: Analytics and Data Science; Borrowing and Debt; Financial Markets; Value; Knowledge Dissemination; Financing and Loans

SSRN

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25 Apr 2023
HBS Seminar

Bart Vanneste, UCL School of Management

November 1990
Case

Chemplan Corp.: Paint-Rite Division

By: Paul A. Vatter

An exercise with data that allows a discussion of regression analysis as a tool for forecasting and understanding structure. View Details

Keywords: Forecasting and Prediction; Framework; Analytics and Data Science; Mathematical Methods

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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

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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

January 1995 (Revised November 1996)
Case

Avalon Information Services, Inc.

By: Lynn S. Paine and Wilda White

The Privacy Review Committee of Avalon Information Services must decide how to deal with concerns voiced by its retail supermarket customers about the privacy of consumer data collected through Avalon's point-of-sale data collection program. One customer is proposing... View Details

Keywords: Mission and Purpose; Safety; Demand and Consumers; Rights; Analytics and Data Science; Information Technology; Ethics; Information Industry

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