helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can a clinical decision support system be designed to improve diagnostic accuracy while avoiding over-reliance on AI?Direction: Human-AI Collaboration and Decision Support
Human-AI Collaborative Decision-Making and Advice Adoption
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92 items
helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can the Just AI interactive protocol stimulate users' critical thinking and improve diagnostic decisions through contrastive explanations?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
What role do contrast activation maps play in helping users form more comprehensive medical judgments?lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption
Doctors' over-reliance on AI diagnostic tools reduces judgment and medical accountability.helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can a digital tool tailored to adolescent girls and young women (AGYW) improve contraceptive decision support in Kenyan pharmacies?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How do pharmacists' roles in using technology and communicating information affect AGYW access to contraceptive information?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can multilingual interfaces integrating voice, video, and text improve understanding of contraceptive methods among users with low health literacy?lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption
Adolescent girls and young women in Kenyan pharmacies lack privacy-friendly contraceptive counseling support.helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
What limitations do existing reflective medical training methods (e.g., video-based replay) have?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can AI and multimodal learning analytics (MMLA) improve reflective training for medical team collaboration?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
What real-time data visualization designs most effectively support reflective discussion in medical teaching?lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption
Traditional medical training methods struggle to comprehensively analyze team communication and task allocation.helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can existing CT (computational thinking) assessment tools be improved for personalized student learning needs?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
Which new dimensions can more comprehensively capture development of students' CT skills?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can teacher needs and feedback be more effectively integrated into CT assessment tools?lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption
Teachers struggle to effectively assess students' CT skills in game-based and open-ended learning.helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can drone design be optimized for firefighting missions in resource-limited environments in Thailand?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can drones improve situational awareness, decision support, and team collaboration in firefighting?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
What user needs and operational challenges must drone design meet for firefighting applications in Global South countries?lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption
Thai firefighting lacks advanced technology, and teams struggle to respond efficiently to sudden fires.helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How do clinical decision support systems (CDSS) affect early decision stages such as information gathering, integration, and hypothesis generation?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How do CDSS affect team collaborative decision-making in emergency settings under stress and time constraints?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How do teams using CDSS differ from those not using CDSS in communication patterns and diagnostic accuracy?lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption
Emergency department teams easily make diagnostic errors under high pressure, affecting patient safety.helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can generalization of passive-sensing mental health models be improved by incorporating individual and contextual information?UbiComp '24Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare
helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can passive sensing data support clinical action, such as identifying patient problems, improving insight, and monitoring treatment?UbiComp '24Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare
helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
What properties must passive sensing data have in clinical settings to be truly useful for decision support?UbiComp '24Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare
lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption
Mental health detection tools generalize poorly in practice and lack direct linkage to clinical needs.UbiComp '24Beyond Detection: Towards Actionable Sensing Research in Clinical Mental Healthcare
helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can real-time task allocation and dynamic resource scheduling be achieved in open campus environments?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can a hierarchical reinforcement learning cloud-edge scheduling framework optimize robot service efficiency?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can digital twin platforms, natural language task parsing, and hot-plug technology improve task allocation and execution accuracy?lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption
Campus service robots struggle to adapt to dynamic task management and operate inefficiently.helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can frontline managers be supported to make more effective decisions in highly interactive social decision scenarios?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How applicable are traditional assumptions (data collection, numerical representation, predictive systems) to mid- and frontline management decision-making?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can interaction-based decision support tools help managers achieve transparency and collaboration while balancing team relationships?lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption
Frontline managers struggle to balance data analysis and team relationships in complex decisions.helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can co-design empower users of different technical levels and social backgrounds in home automation?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
Are card-based tools effective in helping family members negotiate and co-design automation rules?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How do power dynamics in shared living environments affect collaborative patterns in home automation design?lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption
Non-technical users (e.g., older adults) struggle to participate in collaborative decisions on home automation setup.helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can technology support help informal (family) caregivers alleviate stress during transitions of dementia patients from home care to institutional care?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
What unique challenges do informal caregivers face at different stages of dementia care transitions?helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
Which technical opportunities can optimize information access and decision support during dementia care transitions?lightbulbPractical problemHuman-AI Collaborative Decision-Making and Advice Adoption
Family caregivers face enormous stress during dementia care transitions due to insufficient information and difficulty finding resources.helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How does AI task allocation affect human task performance (completion quality) and task satisfaction?IUI '23Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction
helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
What role does self-efficacy play in how AI task allocation affects human performance and satisfaction?IUI '23Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction
helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
Do humans need explicit understanding of how AI allocates tasks to influence their performance or satisfaction?IUI '23Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction
helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can AI allocate tasks more efficiently in collaboration without reducing human satisfaction?IUI '23Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction
helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
How can intelligent decision support tools adapt to complex needs in aviation emergency decision-making?IUI '23Resilience Through Appropriation: Pilots’ View on Complex Decision Support
helpResearch questionHuman-AI Collaborative Decision-Making and Advice Adoption
Which transparency and operational features help pilots integrate decision support tools (DST) into complex decision processes?IUI '23Resilience Through Appropriation: Pilots’ View on Complex Decision Support
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From Oracular to Judicial: enhancing clinical decision making through contrasting explanations and a novel interaction protocol
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Firefighting with Drone Assistance: User Needs and Design Considerations for Thailand
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