User profiles for Sendhil Mullainathan

Sendhil Mullainathan

University of Chicago
Verified email at chicagobooth.edu
Cited by 84114

Poverty impedes cognitive function

A Mani, S Mullainathan, E Shafir, J Zhao - science, 2013 - science.org
The poor often behave in less capable ways, which can further perpetuate poverty. We
hypothesize that poverty directly impedes cognitive function and present two studies that test this …

Machine learning: an applied econometric approach

S Mullainathan, J Spiess - Journal of Economic Perspectives, 2017 - aeaweb.org
Abstract Machines are increasingly doing “intelligent” things. Face recognition algorithms
use a large dataset of photos labeled as having a face or not to estimate a function that …

Are Emily and Greg more employable than Lakisha and Jamal? A field experiment on labor market discrimination

M Bertrand, S Mullainathan - American economic review, 2004 - aeaweb.org
We study race in the labor market by sending fictitious resumes to help-wanted ads in Boston
and Chicago newspapers. To manipulate perceived race, resumes are randomly assigned …

Behavioral economics

S Mullainathan, RH Thaler - 2000 - nber.org
Behavioral Economics is the combination of psychology and economics that investigates
what happens in markets in which some of the agents display human limitations and …

Some consequences of having too little

AK Shah, S Mullainathan, E Shafir - Science, 2012 - science.org
Poor individuals often engage in behaviors, such as excessive borrowing, that reinforce the
conditions of poverty. Some explanations for these behaviors focus on personality traits of …

Human decisions and machine predictions

…, J Leskovec, J Ludwig, S Mullainathan - The quarterly journal …, 2018 - academic.oup.com
Can machine learning improve human decision making? Bail decisions provide a good test
case. Millions of times each year, judges make jail-or-release decisions that hinge on a …

Dissecting racial bias in an algorithm used to manage the health of populations

Z Obermeyer, B Powers, C Vogeli, S Mullainathan - Science, 2019 - science.org
Health systems rely on commercial prediction algorithms to identify and help patients with
complex health needs. We show that a widely used algorithm, typical of this industry-wide …

How much should we trust differences-in-differences estimates?

…, E Duflo, S Mullainathan - The Quarterly journal of …, 2004 - academic.oup.com
Most papers that employ Differences-in-Differences estimation (DD) use many years of data
and focus on serially correlated outcomes but ignore that the resulting standard errors are …

[BOOK][B] Scarcity: Why having too little means so much

S Mullainathan, E Shafir - 2013 - books.google.com
In this provocative book based on cutting-edge research, Sendhil Mullainathan and Eldar
Shafir show that scarcity creates a distinct psychology for everyone struggling to manage with …

Enjoying the quiet life? Corporate governance and managerial preferences

M Bertrand, S Mullainathan - Journal of political Economy, 2003 - journals.uchicago.edu
Much of our understanding of corporations builds on the idea that managers, when they are
not closely monitored, will pursue goals that are not in shareholders’ interests. But what …