From Optimizing Engagement to Measuring Value

Validity

Samuel Messick · 1987

Earlier work this paper cites.

Measurement theory and practice: The world through quantification

David J Hand · 2004

Earlier work this paper cites.

Modern epidemiology , volume 3

Kenneth J Rothman, Sander Greenland, and Timothy L Lash · 2008

Earlier work this paper cites.

Measurement

Simon Jackman · 2009

Earlier work this paper cites.

Causality

Judea Pearl · 2009

Earlier work this paper cites.

On measurement bias in causal inference

Judea Pearl · 2010

Cited alongside, same era.

Learning topic models–going beyond svd

Sanjeev Arora, Rong Ge, and Ankur Moitra · 2012

Cited alongside, same era.

A practical algorithm for topic modeling with provable guarantees

Sanjeev Arora, Rong Ge, Yonatan Halpern, David Mimno, Ankur Moitra, David Sontag, Yichen Wu, and Michael Zhu · 2013

Cited alongside, same era.

Standards for educational and psychological testing

American Educational Research Association, American Psychological Association, National Council on Measurement in Education, Joint Committee on Standards for Educational and Psychological Testing · 2014

Cited alongside, same era.

Measurement bias and effect restoration in causal inference

Manabu Kuroki and Judea Pearl · 2014

Cited alongside, same era.

Electronic medical record phenotyping using the anchor and learn framework

Yoni Halpern, Steven Horng, Youngduck Choi, and David Sontag

Cited in the paper.

Clinical tagging with joint probabilistic models

Yoni Halpern, Steven Horng, and David Sontag

Cited in the paper.

Behaviorism is not enough: better recommendations through listening to users

Michael D Ekstrand and Martijn C Willemsen · 2016

Later among the works it cites.

Contemporary test validity in theory and practice: A primer for discipline-based education researchers

Todd D Reeves and Gili Marbach-Ad · 2016

Later among the works it cites.

Leveraging post-click feedback for content recommendations

Hongyi Wen, Longqi Yang, and Deborah Estrin · 2019

Later among the works it cites.

Measurement and fairness

Original

Abigail Z Jacobs and Hanna Wallach · 2019

Later among the works it cites.