Publications

15 Sep 2010
Working Paper Summaries

From Bench to Board: Gender Differences in University Scientists’ Participation in Commercial Science

Keywords: by Waverly W. Ding, Fiona Murray & Toby E. Stuart; Biotechnology

Article

Big Names or Big Ideas: Do Peer-Review Panels Select the Best Science Proposals?

By: Danielle Li and Leila Agha

This paper examines the success of peer-review panels in predicting the future quality of proposed research. We construct new data to track publication, citation, and patenting outcomes associated with more than 130,000 research project (R01) grants funded by the U.S.... View Details

Keywords: Patents; Research; Entrepreneurship; Forecasting and Prediction; Innovation and Invention; Business and Government Relations; United States

21 May 2021
HBS Conference

Crossing Disciplines: Studying Fairness, Bias, and Inequality in Management and Decision Sciences Research

May 2018 (Revised June 2018)
Case

Cowen Inc.: Leveraging Data

By: Boris Groysberg, Sarah Abbott and Annelena Lobb

Cowen Inc.’s broker-dealer, Cowen and Company, LLC, boasted a number of analysts who had made prescient stock calls on the basis of creative data analysis. Now Cowen Inc. had opened a new subsidiary, Kyber, which would attempt to monetize new data science products.... View Details

Keywords: Data Science; Equity Research; Research Analysts; Investment; Analytics and Data Science; Equity; Research; Analysis; Competitive Strategy

Educators

13 Jun 2017
Blog Post

7 Reasons Why the New MS/MBA: Engineering Sciences Program at Harvard is Next Level

companies now. i.e. This is bigger than just you. Interested in learning more about the MS/MBA? Here are four things you need to know. -- Anita Mehrotra is a Class of 2018 HBS student (Section I!) and was previously a data scientist at Accenture Tech Labs and... View Details

2022
Chapter

Sustainability Science and Corporate Cleanup in Community Fields: The Translation, Resistance and Integration Process Model

By: P. Devereaux Jennings, Maggie Cascadden and Andrew J. Hoffman

Both practically and theoretically, the sustainability science and corporate operation perspectives often diverge. Overcoming this divergence requires some degree of engagement with organizational field members; not just negotiation, but on-the-ground process work to... View Details

Keywords: Environmental Sustainability; Business Processes; Science-Based Business; Research

August 2018 (Revised April 2019)
Supplement

Chateau Winery (B): Supervised Learning

By: Srikant M. Datar and Caitlin N. Bowler

This case builds directly on “Chateau Winery (A).” In this case, Bill Booth, marketing manager of a regional wine distributor, shifts to supervised learning techniques to try to predict which deals he should offer to customers based on the purchasing behavior of those... View Details

Keywords: Data Science; Clustering; Analytics and Data Science; Customers; Marketing; Analysis

August 2018 (Revised April 2019)
Case

Chateau Winery (A): Unsupervised Learning

By: Srikant M. Datar and Caitlin N. Bowler

This case follows Bill Booth, marketing manager of a regional wine distributor, as he applies unsupervised learning on data about his customers’ purchases to better understand their preferences. Specifically, he uses the K-means clustering technique to identify groups... View Details

Keywords: Clustering; Data Science; Analytics and Data Science; Customers; Marketing; Analysis

Educators

March 2022 (Revised January 2025)
Technical Note

Linear Regression

By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton

This note provides an overview of linear regression for an introductory data science course. It begins with a discussion of correlation, and explains why correlation does not necessarily imply causation. The note then describes the method of least squares, and how to... View Details

Keywords: Data Science; Linear Regression; Mathematical Modeling; Mathematical Methods; Analytics and Data Science

Educators

2019
Chapter

Poor Mao's Almanack? Empire, Political Economy, and the Transformation of Social Science

By: Sophus A. Reinert

April 1996 (Revised March 1998)
Supplement

Starlite: Confidential Instructions for S. Mason, VP of HR Health Sciences Division

By: Kathleen L. McGinn and Julia Morgan

Supplements Starlite Corp.: General Information. View Details

28 Sep 2021
News

HBS Club of London: David Halpern on How to Apply Behavioural Science to Behavior

Teaching Interest

Overview

Erin has served as a teaching assistant in seven different courses at Harvard University since 2008. She has taught courses at both the undergraduate level and the graduate level. She most recently was a teaching assistant for HPM 539: Organizational Behavior, taught... View Details

Keywords: Behavioral Science; Policy-making; Environmental Policy; Politics

Research Summary

Ethics & Politics of Emerging Technologies

In this stream of research, my collaborators and I investigate the ethical, political, and social implications of computational technologies.

In this work, I often collaborate with academic colleagues in computer science by helping to... View Details

Keywords: Artificial Intelligence; Algorithms; Computational Social Science

September 1, 2015
Article

Should Governments Nudge Us to Make Good Choices?

By: Jon M. Jachimowicz and Sam McNerney

Keywords: Behavioral Science; Government

Read Now

1975
Book

Another Voice: Feminist Perspectives on Social Life and Social Science

By: M. Millman and R. M. Kanter

Keywords: Gender; Perspective; Society; Science