The AI industry is all in for the 2026 midterms with government regulations looming - WWAYTV3
The AI industry is all in for the 2026 midterms with government regulations looming WWAYTV3
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Framing Data Choices: How Pre-Donation Exploration Designs Influence Data Donation Behavior and Decision-Making
arXiv:2603.24995v2 Announce Type: replace Abstract: Data donation, an emerging user-centric data collection method for public sector research, faces a gap between participant willingness and actual donation. This suggests a design absence in practice: while promoted as "donor-centered" with technical and regulational advances, a design perspective on how data choices are presented and intervene on individual behaviors remain underexplored. In this paper, we focus on pre-donation data exploration, a key stage for adequately and meaningful informed participation. Through a real-world data donation study (N=24), we evaluated three data exploration interventions (self-focused, social comparison, collective-only). Findings show choice framing impacts donation participation. The "social comparis
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