User profiles for Sendhil Mullainathan
Sendhil MullainathanUniversity of Chicago Verified email at chicagobooth.edu Cited by 84114 |
Poverty impedes cognitive function
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 …
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 …
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 …
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 …
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 …
conditions of poverty. Some explanations for these behaviors focus on personality traits of …
Human decisions and machine predictions
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 …
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
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 …
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 …
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 …
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 …
not closely monitored, will pursue goals that are not in shareholders’ interests. But what …