User profiles for S. Mullainathan

Sendhil Mullainathan

University of Chicago
Verified email at chicagobooth.edu
Cited by 84050

Integrating explanation and prediction in computational social science

…, H Margetts, S Mullainathan, MJ Salganik, S Vazire… - Nature, 2021 - nature.com
… For example, a study might seek to reject the null hypothesis that a job applicant’s perceived
race has … Showing that one’s preferred theory cannot be ruled out by the data is therefore an …

A reduced-form approach to behavioral public finance

S Mullainathan, J Schwartzstein… - Annu. Rev. Econ., 2012 - annualreviews.org
… Formally, let the total demand of standard agents be denoted by A S (p) ≡ 1 − F (p). … S
denote welfare when there are only standard agents in the population, and totally differentiate W S

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
… Using birth certificate data on mother’s education for the different first names used in our
sample, we find little relationship between social background and the namespecific callback …

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
… Now, it’s possible that poor children are simply unskilled at remembering size. So the …
Similarly, scarcity’s capture of attention affects not only what we see or how fast we see it but also …

Enjoying the quiet life? Corporate governance and managerial preferences

M Bertrand, S Mullainathan - Journal of political Economy, 2003 - journals.uchicago.edu
… We find such a story unconvincing because of Romano’s (1987) evidence of a very exclusive
political process, where the takeover statutes are often passed under the political pressure …

Poverty impedes cognitive function

A Mani, S Mullainathan, E Shafir, J Zhao - science, 2013 - science.org
… Because our hypothesis is about how monetary concerns tax the cognitive system, we define
poverty broadly as the gap between one’s needs and the resources available to fulfill them. …

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
… An unusual aspect of our dataset is that we observe the algorithm’s inputs and outputs as
well as its objective function, providing us a unique window into the mechanisms by which bias …

Do people mean what they say? Implications for subjective survey data

M Bertrand, S Mullainathan - American Economic Review, 2001 - pubs.aeaweb.org
… full version of this paper (Bertrand and Mullainathan, 2000). … even after controlling for the
individual’s education, sex, and race. … Again, we find that people’s self-reported satisfaction with …

Machine learning: an applied econometric approach

S Mullainathan, J Spiess - Journal of Economic Perspectives, 2017 - aeaweb.org
… parameter) to separate the data used in the fitting of the function from the data used in the
forming of predicted values; this ensured, for example, that our evaluations of a function’s