Emotion AI at Work: Implications for Workplace Surveillance, Emotional Labor, and Emotional Privacy
Kat Roemmich, Florian Schaub, Nazanin Andalibi
Abstract
Workplaces are increasingly adopting emotion AI, promising benefits to organizations. However, little is known about the perceptions and experiences of workers subject to emotion AI in the workplace. Our interview study with (n=15) US adult workers addresses this gap, finding that (1) participants viewed emotion AI as a deep privacy violation over the privacy of workers' sensitive emotional information; (2) emotion AI may function to enforce workers' compliance with emotional labor expectations, and that workers may engage in emotional labor as a mechanism to preserve privacy over their emotions; (3) workers may be exposed to a wide range of harms as a consequence of emotion AI in the workplace. Findings reveal the need to recognize and define an individual right to what we introduce as emotional privacy, as well as raise important research and policy questions on how to protect and preserve emotional privacy within and beyond the workplace.
• Human-centered computing → Empirical studies in HCI.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 8b23d4b5-6f31-4828-a144-a8f89668339cCited by top-tier papers23
- Values in Emotion Artificial Intelligence Hiring Services: Technosolutions to Organizational ProblemsKat Roemmich, Tillie Rosenberg, Serena Fan, Nazanin AndalibiCSCW 2023 · 42 citations
- Designing Gig Worker Sousveillance ToolsKimberly Do, Maya De Los Santos, Michael Muller, Saiph SavageCHI 2024 · 29 citations
- Making Data Work CountSrravya Chandhiramowuli, Alex S. Taylor, Sara Heitlinger, Ding WangCSCW 2024 · 25 citations
- AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic CoworkerVedant Das Swain, Qiuyue Joy Zhong, Jash Rajesh Parekh, Yechan Jeon et al.CHI 2025 · 22 citations
- 'It's Always a Losing Game': How Workers Understand and Resist Surveillance Technologies on the JobCella Monet Sum, Caroline Shi, Sarah E. FoxCSCW 2025 · 17 citations
Builds on9
- The Human in Emotion Recognition on Social Media: Attitudes, Outcomes, RisksNazanin Andalibi, Justin BussCHI 2020 · 118 citations
- Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at WorkHarmanpreet Kaur, Alex C. Williams, Daniel McDuff, Mary Czerwinski et al.CHI 2020 · 83 citations
- AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online PresentationsPrasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan et al.CHI 2021 · 81 citations
- MeetingCoach: An Intelligent Dashboard for Supporting Effective & Inclusive MeetingsSamiha Samrose, Daniel McDuff, Robert Sim, Jina Suh et al.CHI 2021 · 69 citations
- "I Didn't Know I Looked Angry": Characterizing Observed Emotion and Reported Affect at WorkHarmanpreet Kaur, Daniel McDuff, Alex C. Williams, Jaime Teevan et al.CHI 2022 · 68 citations
Related papers
- Data Subjects' Perspectives on Emotion Artificial Intelligence Use in the Workplace: A Relational Ethics LensShanley Corvite, Kat Roemmich, Tillie Ilana Rosenberg, Nazanin AndalibiCSCW 2023 · 50 citations
- U.S. Job-Seekers' Organizational Justice Perceptions of Emotion AI-Enabled InterviewsCassidy Pyle, Kat Roemmich, Nazanin AndalibiCSCW 2024 · 19 citations
- What's Privacy Good for? Measuring Privacy as a Shield from Harms due to AI Inference of Personal DataSri Harsha Gajavalli, Junichi Koizumi, Rakibul HasanCHI 2026 · 2 citations
- Automated Emotion Recognition in the Workplace: How Proposed Technologies Reveal Potential Futures of WorkKaren L. Boyd, Nazanin AndalibiCSCW 2023 · 61 citations
- Emotion AI Use in U.S. Mental Healthcare: Potentially Unjust and Techno-SolutionistKat Roemmich, Shanley Corvite, Cassidy Pyle, Nadia Karizat et al.CSCW 2024 · 14 citations
