Heterogeneity in Algorithm-Assisted Decision-Making: A Case Study in Child Abuse Hotline Screening

12 April 2022

Papers citing "Heterogeneity in Algorithm-Assisted Decision-Making: A Case Study in Child Abuse Hotline Screening"

8 / 8 papers shown

Title
The Fall of an Algorithm: Characterizing the Dynamics Toward Abandonment Nari Johnson Sanika Moharana Christina Harrington Nazanin Andalibi Hoda Heidari Motahhare Eslami 26 7 0 21 Apr 2024
Does AI help humans make better decisions? A methodological framework for experimental evaluation Eli Ben-Michael D. J. Greiner Melody Huang Kosuke Imai Zhichao Jiang Sooahn Shin 30 2 0 18 Mar 2024
Training Towards Critical Use: Learning to Situate AI Predictions Relative to Human Knowledge Anna Kawakami Luke M. Guerdan Yanghuidi Cheng Matthew L. Lee Scott A. Carter Nikos Arechiga Kate Glazko Haiyi Zhu Kenneth Holstein 32 11 0 30 Aug 2023
Overcoming Algorithm Aversion: A Comparison between Process and Outcome Control Ling-chi Cheng Alexandra Chouldechova 36 14 0 22 Mar 2023
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations Valerie Chen Q. V. Liao Jennifer Wortman Vaughan Gagan Bansal 41 104 0 18 Jan 2023
Algorithmic Assistance with Recommendation-Dependent Preferences Bryce Mclaughlin Jann Spiess 34 9 0 16 Aug 2022
Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging Riccardo Fogliato Shreya Chappidi M. Lungren Michael Fitzke Mark Parkinson Diane U Wilson Paul Fisher Eric Horvitz K. Inkpen Besmira Nushi 24 70 0 19 May 2022
A Human-Centered Review of the Algorithms used within the U.S. Child Welfare System Devansh Saxena Karla A. Badillo-Urquiola Pamela J. Wisniewski Shion Guha 61 106 0 07 Mar 2020