Publications

Research Summary

Making Machine Learning Models Interpretable

By: Himabindu Lakkaraju

I work on developing various tools and methodologies which can help decision makers (e.g., doctors, managers) to better understand the predictions of machine learning models. View Details

2013
Working Paper

Inequality and Decision Making: Imagining a New Line of Inquiry

By: David Moss, Anant Thaker and Howard Rudnick

The substantial increase in inequality in the United States over the past three decades has provoked considerable debate, with some analysts characterizing rising inequality as among the greatest threats facing the nation and others dismissing it as little more than a... View Details

Keywords: Equality and Inequality; Income; Decision Making; Government and Politics; Economics; United States

SSRN

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September 2010 (Revised September 2011)
Case

Leasing Decision at Magnet Beauty Products, Inc.

By: Krishna G. Palepu and George Serafeim

A fast-growing retailer is facing two different leasing options for its stores. In choosing between the two options, management is considering the potential impact of the two options on the company's financial statements, in light of the proposed new accounting... View Details

Keywords: Financial Statements; Decision Choices and Conditions; Growth and Development Strategy; Standards; Leasing; Beauty and Cosmetics Industry; Retail Industry

October 2019
Article

Making Sense of Recommendations

By: Michael Yeomans, Anuj Shah, Sendhil Mullainathan and Jon Kleinberg

Computer algorithms are increasingly being used to predict people's preferences and make recommendations. Although people frequently encounter these algorithms because they are cheap to scale, we do not know how they compare to human judgment. Here, we compare computer... View Details

Keywords: Recommender Systems; Artificial Intelligence; Interpretability; Information Technology; Forecasting and Prediction; Decision Making; Attitudes

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Web

Statement on Supreme Court Decision | About

Statement on Supreme Court Decision Harvard University leadership, including Dean Srikant Datar, address the Harvard community after the Supreme Court delivered its decision in Students for Fair Admissions... View Details

11 Mar 2020
News

Making It Rain

all the airlines at Logan that snow is expected in 45 minutes exactly, versus a 20 percent chance of snow in the next hour, they can make decisions that will help them save a lot of money by, for example,... View Details

Keywords: Lisa Scanlon Mogolov

July 2013 (Revised January 2014)
Case

Experience! The Finger Lakes: The Groupon Partnership Decision

By: Lynda M. Applegate, Chekitan S. Dev, Gabriele Piccoli and Arnold B. Peinado

In 2010, Experience! The Finger Lakes (ExperienceFLX), a tour operator offering guided tours and concierge services in the Finger Lakes region of New York State, was at a crossroads. The business was poised for growth, and its owners, Laura and Alan Falk, were... View Details

Keywords: Marketing Strategy; Social Marketing; United States

January 2017
Article

Should You Sleep on It? The Effects of Overnight Sleep on Subjective Preference-based Choice

By: Uma R. Karmarkar, Baba Shiv and Rebecca M.C. Spencer

Conventional wisdom and studies of unconscious processing suggest that sleeping on a choice may improve decision-making. Though sleep has been shown to benefit several cognitive tasks, including problem solving, its impact on everyday choices remains unclear. Here we... View Details

Keywords: Decision Making; Choice; Sleep; Choice Sets; Confidence; Consumer Psychology; Consumer Preferences; Decision Choices and Conditions; Consumer Behavior

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06 Mar 2019
News

Making Sabbaticals Mainstream

March 2003 (Revised August 2005)
Case

Making SMaL Big: SMaL Camera Technologies

By: Clayton M. Christensen and Scott Duncan Anthony

SMaL Camera Technologies CEO Maurizio Arienzo was trying to decide what market opportunities SMaL should target. The company had developed a revolutionary imaging technology that powered small digital still and video cameras. Its first-generation product--a kit to... View Details

Keywords: Product Development; Decision Making; Disruptive Innovation; Market Entry and Exit; Electronics Industry; Computer Industry; Massachusetts

2003
Class Lecture

Defining Moments: A Framework for Moral Decisions

By: Joseph L. Badaracco Jr.

Keywords: Decisions; Ethics