Outsider oversight: Designing a third party audit ecosystem for ai governance

ID Raji, P Xu, C Honigsberg, D Ho - Proceedings of the 2022 AAAI/ACM …, 2022 - dl.acm.org
Much attention has focused on algorithmic audits and impact assessments to hold
developers and users of algorithmic systems accountable. But existing algorithmic …

The Privacy-Bias Tradeoff: Data Minimization and Racial Disparity Assessments in US Government

J King, D Ho, A Gupta, V Wu… - Proceedings of the 2023 …, 2023 - dl.acm.org
An emerging concern in algorithmic fairness is the tension with privacy interests. Data
minimization can restrict access to protected attributes, such as race and ethnicity, for bias …

Evidence-building and evaluation in government

N Hart, KE Newcomer - Research Handbook on Program …, 2024 - elgaronline.com
Over the last six decades, around the world, there has been a productive shift in public
administration to focusing attention from allocating funding exclusively to implementing …

Administrative Informatics: A Roundtable on the Conceptual Foundations of a Public Administration-Centered Data Science Subfield

MO Overton, S Kleinschmit, M Feeney… - Journal of Behavioral …, 2023 - journal-bpa.org
The purpose of this roundtable is to present, argue, and evaluate the role of administrative
informatics in behavioral public administration. This essay is broken up into three sections …

Transforming Administrative Data into a Resource for Evidence Building. OPRE Report 2024-005.

R Hendra, J Walter, A Yu - MDRC, 2024 - ERIC
Government agencies collect vast amounts of administrative data in their day-to-day
activities, primarily for program operations. But the information is less often used as a …

Modernizing US data infrastructure: Design considerations for implementing a national secure data service to improve statistics and evidence building

N Hart, N Potok - Data Foundation, 2020 - papers.ssrn.com
The need for using data to generate insights that can help improve American society is vast
and urgent. Increasingly, researchers need capabilities to link together data collected …

Sustaining momentum for evidence-informed policymaking: The case of the US government

N Hart, K Newcomer - Evaluation in the Post-Truth World, 2024 - taylorfrancis.com
The experience in the United States over recent decades to build an ecosystem for evidence
and evaluation is situated in a global context, but has also rapidly advanced in the last …