Fairness and bias in algorithmic hiring: A multidisciplinary survey

A Fabris, N Baranowska, MJ Dennis, D Graus… - ACM Transactions on …, 2025‏ - dl.acm.org
Employers are adopting algorithmic hiring technology throughout the recruitment pipeline.
Algorithmic fairness is especially applicable in this domain due to its high stakes and …

[کتاب][B] Fairness and machine learning: Limitations and opportunities

S Barocas, M Hardt, A Narayanan - 2023‏ - books.google.com
An introduction to the intellectual foundations and practical utility of the recent work on
fairness and machine learning. Fairness and Machine Learning introduces advanced …

[PDF][PDF] Systemic discrimination: Theory and measurement

JA Bohren, P Hull, A Imas - 2022‏ - aeaweb.org
Disparities by race, gender, and other protected characteristics have been widely
documented in many important settings—such as employment, housing, criminal justice …

Against predictive optimization: On the legitimacy of decision-making algorithms that optimize predictive accuracy

A Wang, S Kapoor, S Barocas… - ACM Journal on …, 2024‏ - dl.acm.org
We formalize predictive optimization, a category of decision-making algorithms that use
machine learning (ML) to predict future outcomes of interest about individuals. For example …

Property righting: the politics of rights over land and labor

M Levi, E Russell - Annual Review of Political Science, 2025‏ - annualreviews.org
This essay focuses on property rights in land and labor, the ways in which they have been
entangled since the development of early capitalism in the sixteenth and seventeenth …

Changes in the distribution of black and white wealth since the us civil war

E Derenoncourt, CH Kim, M Kuhn… - Journal of Economic …, 2023‏ - aeaweb.org
The difference in the average wealth of Black and white Americans narrowed in the first
century after the Civil War, but remained large and even widened again after 1980. Given …

Maternal and infant health inequality: new evidence from linked administrative data

K Kennedy-Moulton, S Miller, P Persson… - 2022‏ - nber.org
We use linked administrative data that combines the universe of California birth records,
hospitalizations, and death records with parental income from Internal Revenue Service tax …

Representation and extrapolation: evidence from clinical trials

M Alsan, M Durvasula, H Gupta… - The quarterly journal …, 2024‏ - academic.oup.com
This article examines the consequences and causes of low enrollment of Black patients in
clinical trials. We develop a simple model of similarity-based extrapolation that predicts that …

Greater wealth, greater uncertainty: Changes in racial inequality in the survey of consumer finances

A Aladangady, AC Chang, J Krimmel - The Journal of Economic Inequality, 2024‏ - Springer
We document racial disparities in financial well-being in the 2022 Survey of Consumer
Finances highlighting sources of changes in financial well-being over the COVID-19 …

Jim Crow and Black economic progress after slavery

L Althoff, H Reichardt - The Quarterly Journal of Economics, 2024‏ - academic.oup.com
This article studies the long-run effects of slavery and restrictive Jim Crow institutions on
Black Americans' economic outcomes. We track individual-level census records of each …