Tangible Media Approaches to Introductory Computer Science. - Evan Barba; Stevie Chancellor (ITiCSE, 2015)

"This Post Will Just Get Taken Down": Characterizing Removed Pro-Eating Disorder Social Media Content. - Stevie Chancellor; Zhiyuan (Jerry) Lin; Munmun De Choudhury (CHI, 2016)

Recovery Amid Pro-Anorexia: Analysis of Recovery in Social Media. - Stevie Chancellor; Tanushree Mitra; Munmun De Choudhury (CHI, 2016)

Quantifying and Predicting Mental Illness Severity in Online Pro-Eating Disorder Communities. - Stevie Chancellor; Zhiyuan Lin 001; Erica L. Goodman; Stephanie Zerwas; Munmun De Choudhury (CSCW, 2016)

#thyghgapp: Instagram Content Moderation and Lexical Variation in Pro-Eating Disorder Communities. - Stevie Chancellor; Jessica Annette Pater; Trustin A. Clear; Eric Gilbert; Munmun De Choudhury (CSCW, 2016)

#Anorexia, #anarexia, #anarexyia: Characterizing online community practices with orthographic variation. - Ian Stewart; Stevie Chancellor; Munmun De Choudhury; Jacob Eisenstein (IEEE BigData, 2017)

Multimodal Classification of Moderated Online Pro-Eating Disorder Content. - Stevie Chancellor; Yannis Kalantidis; Jessica Annette Pater; Munmun De Choudhury; David A. Shamma (CHI, 2017)

Computational Methods to Understand Deviant Mental Wellness Communities. - Stevie Chancellor (CHI Extended Abstracts, 2018)

Measuring Employment Demand Using Internet Search Data. - Stevie Chancellor; Scott Counts (CHI, 2018)

Norms Matter: Contrasting Social Support Around Behavior Change in Online Weight Loss Communities. - Stevie Chancellor; Andrea Hu; Munmun De Choudhury (CHI, 2018)

Promise, challenges, and risks of digital data in mental health research and care. - Sharath Chandra Guntuku; Lauren Southwick; Ipsit Vahia; Ian Barnett; Stevie Chancellor (AMIA, 2019)

Sensitive Research, Practice and Design in HCI. - Stevie Chancellor; Nazanin Andalibi; Lindsay Blackwell; David Nemer; Wendy Moncur (CHI Extended Abstracts, 2019)

Discovering Alternative Treatments for Opioid Use Recovery Using Social Media. - Stevie Chancellor; George Nitzburg; Andrea Hu; Francisco Zampieri; Munmun De Choudhury (CHI, 2019)

Characterizing Homelessness Discourse on Social Media. - Andrea Hu; Stevie Chancellor; Munmun De Choudhury (CHI Extended Abstracts, 2019)

Where is the Human?: Bridging the Gap Between AI and HCI. - Kori Inkpen; Stevie Chancellor; Munmun De Choudhury; Michael Veale; Eric P. S. Baumer (CHI Extended Abstracts, 2019)

The Relationships between Data, Power, and Justice in CSCW Research. - Stevie Chancellor; Shion Guha; Jofish Kaye; Jen King; Niloufar Salehi; Sarita Schoenebeck; Elizabeth Stowell (CSCW Companion, 2019)

A Taxonomy of Ethical Tensions in Inferring Mental Health States from Social Media. - Stevie Chancellor; Michael L. Birnbaum; Eric D. Caine; Vincent M. B. Silenzio; Munmun De Choudhury (FAT, 2019)

Who is the "Human" in Human-Centered Machine Learning: The Case of Predicting Mental Health from Social Media. - Stevie Chancellor; Eric P. S. Baumer; Munmun De Choudhury (Proc. ACM Hum. Comput. Interact., 2019)

Methods in predictive techniques for mental health status on social media: a critical review. - Stevie Chancellor; Munmun De Choudhury (npj Digit. Medicine, 2020)

Do We Fix it or Burn it Down? Towards Practicable Critique at CSCW. - Jacob Thebault-Spieker; Stevie Chancellor; Michael Ann DeVito; Niloufar Salehi; Alex Leavitt; David R. Karger; Katta Spiel (CSCW Companion, 2021)

Data Leverage: A Framework for Empowering the Public in its Relationship with Technology Companies. - Nicholas Vincent; Hanlin Li; Nicole Tilly; Stevie Chancellor; Brent J. Hecht (FAccT, 2021)

"The Smartest Decision for My Future": Social Media Reveals Challenges and Stress During Post-College Life Transition. - Crystal Gong; Koustuv Saha; Stevie Chancellor (Proc. ACM Hum. Comput. Interact., 2021)

Community Resilience: Quantifying the Disruptive Effects of Sudden Spikes in Activity within Online Communities. - Jackie Chan; Aditi Atreyasa; Stevie Chancellor; Eshwar Chandrasekharan (CHI Extended Abstracts, 2022)

All That's Happening behind the Scenes: Putting the Spotlight on Volunteer Moderator Labor in Reddit. - Hanlin Li; Brent J. Hecht; Stevie Chancellor (ICWSM, 2022)

Measuring the Monetary Value of Online Volunteer Work. - Hanlin Li; Brent J. Hecht; Stevie Chancellor (ICWSM, 2022)

Towards Practices for Human-Centered Machine Learning. - Stevie Chancellor (CoRR, 2022)

The Users Aren't Alright: Dangerous Mental Illness Behaviors and Recommendations. - Ashlee Milton; Stevie Chancellor (CoRR, 2022)

Metaphors in moderation. - Joseph Seering; Geoff Kaufman; Stevie Chancellor (New Media Soc., 2022)

"I See Me Here": Mental Health Content, Community, and Algorithmic Curation on TikTok. - Ashlee Milton; Leah Ajmani; Michael Ann DeVito; Stevie Chancellor (CHI, 2023)

#Pragmatic or #Clinical: Analyzing TikTok Mental Health Videos. - Alice Qian Zhang; Ashlee Milton; Stevie Chancellor (CSCW Companion, 2023)

A Systematic Review of Ethics Disclosures in Predictive Mental Health Research. - Leah Hope Ajmani; Stevie Chancellor; Bijal Mehta; Casey Fiesler; Michael Zimmer 004; Munmun De Choudhury (FAccT, 2023)

The Dimensions of Data Labor: A Road Map for Researchers, Activists, and Policymakers to Empower Data Producers. - Hanlin Li; Nicholas Vincent; Stevie Chancellor; Brent J. Hecht (FAccT, 2023)

Peer Produced Friction: How Page Protection on Wikipedia Affects Editor Engagement and Concentration. - Leah Ajmani; Nicholas Vincent; Stevie Chancellor (Proc. ACM Hum. Comput. Interact., 2023)

Contextual Gaps in Machine Learning for Mental Illness Prediction: The Case of Diagnostic Disclosures. - Stevie Chancellor; Jessica L. Feuston; Jayhyun Chang (Proc. ACM Hum. Comput. Interact., 2023)

Toward Practices for Human-Centered Machine Learning. - Stevie Chancellor (Commun. ACM, 2023)

"All of the White People Went First": How Video Conferencing Consolidates Control and Exacerbates Workplace Bias. - Mo Houtti; Moyan Zhou; Loren Terveen; Stevie Chancellor (Proc. ACM Hum. Comput. Interact., 2023)

Opportunities, tensions, and challenges in computational approaches to addressing online harassment. - Evey Jiaxin Huang; Abhraneel Sarma; Sohyeon Hwang; Eshwar Chandrasekharan; Stevie Chancellor (Conference on Designing Interactive Systems, 2024)

Seeking in Cycles: How Users Leverage Personal Information Ecosystems to Find Mental Health Information. - Ashlee Milton; Juan F. Maestre; Abhishek Roy; Rebecca Umbach; Stevie Chancellor (CHI, 2024)

"If This Person is Suicidal, What Do I Do?": Designing Computational Approaches to Help Online Volunteers Respond to Suicidality. - Logan Stapleton; Sunniva Liu; Cindy Liu; Irene Hong; Stevie Chancellor; Robert E. Kraut; Haiyi Zhu (CHI, 2024)

Community-Driven Models for Research on Social Platforms. - Sanjay Kairam; Michael S. Bernstein; Amy S. Bruckman; Stevie Chancellor; Eshwar Chandrasekharan; Munmun De Choudhury; Casey Fiesler; Hanlin Li; Nicholas Proferes; Manoel Horta Ribeiro; C. Estelle Smith; Galen Cassebeer Weld (CSCW Companion, 2024)

"What is Safety?": Building Bridges Across Approaches to Digital Risks and Harms. - Ashley Marie Walker; Michael Ann DeVito; Karla Badillo-Urquiola; Rosanna Bellini; Stevie Chancellor; Jessica L. Feuston; Kathryn Henne; Patrick Gage Kelley; Shalaleh Rismani; Renee Shelby; Renwen Zhang (CSCW Companion, 2024)

Data Agency Theory: A Precise Theory of Justice for AI Applications. - Leah Ajmani; Logan Stapleton; Mo Houtti; Stevie Chancellor (FAccT, 2024)

Understanding Community Resilience: Quantifying the Effects of Sudden Popularity via Algorithmic Curation. - Jackie Chan; Charlotte Lambert; Frederick Choi; Stevie Chancellor; Eshwar Chandrasekharan (ICWSM, 2024)

Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on Twitter. - Nuredin Ali Abdelkadir; Charles Zhang; Ned Mayo; Stevie Chancellor (NAACL (Short Papers), 2024)

Advancing a Consent-Forward Paradigm for Digital Mental Health Data. - Sachin R. Pendse; Logan Stapleton; Neha Kumar 001; Munmun De Choudhury; Stevie Chancellor (CoRR, 2024)

Diverse Perspectives, Divergent Models: Cross-Cultural Evaluation of Depression Detection on Twitter. - Nuredin Ali; Charles Chuankai Zhang; Ned Mayo; Stevie Chancellor (CoRR, 2024)

Do Know Harm: Considering the Ethics of Online Community Research. - Stevie Chancellor; Joseph A. Konstan; Loren Terveen; Svetlana Yarosh (Commun. ACM, 2024)

Observe, Ask, Intervene: Designing AI Agents for More Inclusive Meetings. - Mo Houtti; Moyan Zhou; Loren Terveen; Stevie Chancellor (CHI, 2025)

Secondary Stakeholders in AI: Fighting for, Brokering, and Navigating Agency. - Leah Hope Ajmani; Nuredin Ali Abdelkadir; Stevie Chancellor (FAccT, 2025)

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers. - Jared Moore; Declan Grabb; William Agnew; Kevin Klyman; Stevie Chancellor; Desmond C. Ong; Nick Haber (FAccT, 2025)

Beyond the Individual: A Community-Engaged Framework for Ethical Online Community Research. - Matthew Zent; Seraphina Yong; Dhruv Bala; Stevie Chancellor; Joseph A. Konstan; Loren Terveen; Svetlana Yarosh (CoRR, 2025)

"I'm Petting the Laptop, Which Has You Inside It": Reflecting on Lived Experiences of Online Friendship. - Seraphina Yong; Ashlee Milton; Evan Suma Rosenberg; Stevie Chancellor; Svetlana Yarosh (CoRR, 2025)

Measurement as Bricolage: Examining How Data Scientists Construct Target Variables for Predictive Modeling Tasks. - Luke Guerdan; Devansh Saxena; Stevie Chancellor; Zhiwei Steven Wu; Kenneth Holstein (CoRR, 2025)

Wisdom of the Crowd, Without the Crowd: A Socratic LLM for Asynchronous Deliberation on Perspectivist Data. - Malik Khadar; Daniel Runningen; Julia Tang; Stevie Chancellor; Harmanpreet Kaur (CoRR, 2025)