"It's Not WhatWeWere Trying to Get At, but I Think Maybe It Should Be": Learning How to Do Trauma-Informed Design With a Data Donation Platform for Online Dating Sexual Violence

被引:3
作者
Zheng, Wenqi [1 ]
Walquist, Emma [1 ]
Datey, Isha [2 ]
Zhou, Xiangyu [3 ]
Berishaj, Kelly [4 ]
McDonald, Melissa [1 ]
Parkhill, Michele [1 ]
Zhu, Dongxiao [3 ]
Zytko, Douglas [5 ]
机构
[1] Oakland Univ, Psychol, Rochester, MI USA
[2] Oakland Univ, Comp Sci & Engn, Rochester, MI USA
[3] Wayne State Univ, Comp Sci, Detroit, MI USA
[4] Oakland Univ, Nursing, Rochester, MI USA
[5] Univ Michigan Flint, Coll Innovat & Technol, Flint, MI USA
来源
PROCEEDINGS OF THE 2024 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYTEMS, CHI 2024 | 2024年
基金
美国国家科学基金会;
关键词
Sexual Violence; Data Donation; Online Dating; Harm; AI; Risk Detection; Trauma; LIFE SATISFACTION; EXPOSURE; IMPLEMENTATION; CARE;
D O I
10.1145/3613904.3642045
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A majority of people experience trauma, spurring calls to incorporate trauma-informed approaches (TIA) from public health and social work into technology design. While technologies touted as trauma-informed are starting to propagate the literature, there persists a gap in knowledge around how design teams apply TIA and qualify their technology as adhering to trauma-informed principles. We address this through a 12-month development project with trauma and sexual violence experts to produce Ube, a data donation platform for collecting online dating sexual consent data to improve sexual risk detection AI. Through analysis of design documentation we retrospectively articulate a trauma-informed design process that evolved through the course of Ube's development, comprising three elements for integrating trauma-informed principles: design goals that adapt the definition of TIA to the application domain, design activities that map to trauma-informed principles, and consequent design choices. We conclude with methodological recommendations to improve trauma-informed design processes.
引用
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页数:15
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