Imagining new futures beyond predictive systems in child welfare: A
qualitative study with impacted stakeholders

Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders

18 May 2022

Logan Stapleton

Mary-Frances Wright

Alexandra Chouldechova

Kenneth Holstein

Zhiwei Steven Wu

Haiyi Zhu

Papers citing "Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders"

17 / 17 papers shown

Title
AI Mismatches: Identifying Potential Algorithmic Harms Before AI Development Devansh Saxena Ji-Youn Jung J. Forlizzi Kenneth Holstein J. Zimmerman 57 0 0 25 Feb 2025
Public Technologies Transforming Work of the Public and the Public Sector Seyun Kim Bonnie Fan Willa Yunqi Yang Jessie Ramey Sarah E Fox Haiyi Zhu John Zimmerman Motahhare Eslami 16 2 0 28 May 2024
The AI-DEC: A Card-based Design Method for User-centered AI Explanations Christine P. Lee M. Lee Bilge Mutlu HAI 33 4 0 26 May 2024
Studying Up Public Sector AI: How Networks of Power Relations Shape Agency Decisions Around AI Design and Use Anna Kawakami Amanda Coston Hoda Heidari Kenneth Holstein Haiyi Zhu 41 8 0 21 May 2024
Lazy Data Practices Harm Fairness Research Jan Simson Alessandro Fabris Christoph Kern 18 5 0 26 Apr 2024
The Fall of an Algorithm: Characterizing the Dynamics Toward Abandonment Nari Johnson Sanika Moharana Christina Harrington Nazanin Andalibi Hoda Heidari Motahhare Eslami 24 7 0 21 Apr 2024
The Situate AI Guidebook: Co-Designing a Toolkit to Support Multi-Stakeholder Early-stage Deliberations Around Public Sector AI Proposals Anna Kawakami Amanda Coston Haiyi Zhu Hoda Heidari Kenneth Holstein 36 23 0 29 Feb 2024
Beyond Predictive Algorithms in Child Welfare Erin Moon Devansh Saxena Tegan Maharaj Shion Guha 25 2 0 26 Feb 2024
Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit Nur Yildirim Susanna Zlotnikov Deniz Sayar Jeremy M. Kahn L. Bukowski ... Venkatesh Sivaraman Adam Perer Sarah Preum James McCann John Zimmerman 29 14 0 21 Feb 2024
Are We Asking the Right Questions?: Designing for Community Stakeholders' Interactions with AI in Policing Md. Romael Haque Devansh Saxena Katherine Weathington Joseph Chudzik Shion Guha 30 9 0 08 Feb 2024
The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice Fernando Delgado Stephen Yang Michael A. Madaio Qian Yang 71 100 0 02 Oct 2023
Algorithmic Harms in Child Welfare: Uncertainties in Practice, Organization, and Street-level Decision-Making Devansh Saxena Shion Guha 16 19 0 09 Aug 2023
Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Services Tzu-Sheng Kuo Hong Shen Jisoo Geum N. Jones Jason I. Hong Haiyi Zhu Kenneth Holstein 21 59 0 17 Mar 2023
Stakeholder-Centered AI Design: Co-Designing Worker Tools with Gig Workers through Data Probes Angie Zhang Alexander Boltz Jonathan Lynn Chun-Wei Wang Min Kyung Lee 14 32 0 06 Mar 2023
Rethinking "Risk" in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-Welfare Devansh Saxena Erin Moon Aryan Chaurasia Yixin Guan Shion Guha 20 26 0 16 Feb 2023
A Systematic Literature Review of Human-Centered, Ethical, and Responsible AI Mohammad Tahaei Marios Constantinides Daniele Quercia Michael J. Muller AI4TS 38 7 0 10 Feb 2023
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 54 106 0 07 Mar 2020