Publications

Full Paper Publications

Envisioning the Future of Burnout Support: Understanding Frontline Workers’ Experiences in Nonprofit Gender-Based Violence Organizations

Connie W. Chau, Hannah Studd, Denise Huang, Colleen Norton, Kaylee Payne Kruzan, Maia Jacobs. CSCW2 ’24

Perceptions of Wearable Health Tools Post the COVID-19 Emergency in Low-Income Latin Communities: Qualitative Study

Stefany Cruz, Claire Lu, Mara Ulloa, Alexander Redding, Josiah Hester, Maia Jacobs. JMIR mHealth and uHealth ’24

Opportunities in Mental Health Support for Informal Dementia Caregivers Suffering from Verbal Agitation

Taewook Kim, Hyeok Kim, Angela C. Roberts, Maia Jacobs, Matthew Kay. CSCW1 ’24

Evaluating Physician-AI Interaction for Cancer Management: Paving the Path towards Precision Oncology

Zeshan Hussain, Barbara D. Lam, Fernando A. Acosta-Perez, Irbaz Bin Riaz, Maia Jacobs, Andrew J. Yee, David Sontag. arXiv preprint arXiv:2404.15187 ’23

From Formative Design to Service-Ready Therapeutic: A Pragmatic Approach to Designing Digital Mental Health Interventions Across Domains

Jonah Meyerhoff, Rachel Kornfield, Emily G Lattie, Ashley A Knapp, Kaylee P Kruzan, Maia Jacobs, Caitlin A Stamatis, Bayley J Taple, Miranda L Beltzer, Andrew BL Berry, Madhu Reddy, David C Mohr, Andrea K Graham. Internet Interventions ’23

EquityWare: Co-Designing Wearables With and For Low Income Comunities in the U.S.

Stefany Cruz, Alexander Redding, Connie W. Chau, Claire Lu, Julia Persche, Josiah Hester, Maia Jacobs. CHI ’23

Machine Learning-Enabled Workflow To Identify Patients With Advanced Heart Failure In An Integrated Health System

Baljash Cheema, Raja Mutharasan, Aditya Sharma, Maia Jacobs, Kaleigh Powers, Susan Lehrer, Firas Wehbe, Jonathan Rich, Kambiz Ghafourian, Anjan Tibrewala, Patrick McCarthy, Duc Pham, Jane Wilcox, Faraz Ahmad. Journal of Cardiac Failure ’23

Invisible Clinical Labor Driving the Successful Integration of AI in Healthcare

Mara Ulloa, Blaine Rothrock, Faraz S. Ahmad, Maia Jacobs. Frontiers in Computer Science ’22

Care Frictions: A Critical Reframing of Patient Noncompliance in Health Technology Design

Eleanor R. Burgess, Elizabeth Kaziunas, Maia Jacobs. CSCW ’22

Augmented Intelligence to Identify Patients With Advanced Heart Failure in an Integrated Health System

Baljash Cheema, R Kannan Mutharasan, Aditya Sharma, Maia Jacobs, Kaleigh Powers, Susan Lehrer, Firas H Wehbe, Jason Ronald, Lindsay Pifer, Jonathan D Rich, Kambiz Ghafourian, Anjan Tibrewala, Patrick McCarthy, Yuan Luo, Duc T Pham, Jane E Wilcox, Faraz S Ahmad. JACC: Advances ’22

Standardizing Reporting of Participant Compensation in HCI: A Systematic Literature Review and Recommendations for the Field

Jessica Pater, Amanda Coupe, Rachel Pfafman, Chanda Phelan, Tammy Toscos, Maia Jacobs. CHI ’21

Designing AI for Trust and Collaboration in Time-Constrained Medical Decisions: A Sociotechnical Lens

Maia Jacobs, Jeffrey He, Melanie F. Pradier, Barbara Lam, Andrew C Ahn, Thomas H McCoy, Roy H Perlis, Finale Doshi-Velez, Krzysztof Z Gajos. CHI ’21

How Machine-Learning Recommendations Influence Clinician Treatment Selections: The Example of Antidepressant Selection

Maia Jacobs, Melanie F Pradier, Thomas H McCoy Jr, Roy H Perlis, Finale Doshi-Velez, Krzysztof Z Gajos. Translational Psychiatry ’21

Workshop Papers

Towards Trauma-Informed Interventions With & For Secondary Traumatic Stress (STS) for Advocates in Gender-Based Violence

Connie W. Chau, Hannah Studd, Kaylee Kruzan, Maia Jacobs. Workshop on Trauma-Informed Design: A Collaborative Approach to Building Safer Online Spaces. CSCW ’23

Patient-Facing Machine Learning for Prenatal Stress Reduction in the United States: A Co-design Toolkit

Mara Ulloa, Negar Kamali, Glenn J. Fernandes, Elizabeth Soyemi, Miranda Beltzer, Nabil Alshurafa, Maia Jacobs. Supporting User Engagement in Testing, Auditing, and Contesting AI. CSCW ’23

From Self to Community Care: The Need for Multilevel Interventions to Address Advocate Burnout in Gender-Based Violence

Connie W. Chau, Hannah Studd, Kaylee P. Kruzan, Maia Jacobs. Workgroup on Interactive Systems in Healthcare (WISH). CHI ’23