Online Proctoring: Privacy Invasion or Study Alleviation?: Discovering Acceptability Using Contextual Integrity
Arnout Terpstra, Alwin de Rooij, Alexander P. Schouten
Abstract
Detecting fraud during online exams using proctoring software comes with substantial privacy challenges. Previous work argues students experience heightened anxiety and have privacy concerns. However, little is known about which specific aspects of online proctoring cause these concerns. This study contributes such insights by using the Contextual Integrity (CI) framework to discover how students (N = 456) rate the acceptability of 1064 proctoring information flows with varying information types, recipients, and transmission principles. We find that the acceptability varies considerably depending on the context. Besides exposing obvious privacy violations, we find that, under certain conditions, students consider it acceptable to share data with teachers - despite their lack of involvement in proctoring. Also, the acceptability of sharing highly sensitive information - which should under no circumstances be shared - sometimes increases. We discuss the implications of these and other findings and provide concrete recommendations for educational institutions using online proctoring.
Ask about this paper
Ask your agent about it.
Lune has read the top-tier papers around this one, so every answer names the papers it rests on.
Your agent calls
Lunesearch_papers
Free to start. No credit card required.
Terminal
Install the CLIlune papers get 901c6a5f-5591-4e8d-b4e7-5ac9dd8537c5Cited by top-tier papers5
- Who is Helping Whom? Student Concerns about AI-Teacher Collaboration in Higher Education ClassroomsBingyi Han, Simon Coghlan, George Buchanan, Dana McKayCSCW 2025 · 25 citations
- "Modern problems require modern solutions": Community-Developed Techniques for Online Exam Proctoring EvasionLucy Simko, Adryana Hutchinson, Alvin Isaac, Evan Fries et al.CCS 2024 · 4 citations
- What We Talk About When We Talk About Frameworks in HCIShitao Fang, Koji Yatani, Kasper HornbækCHI 2026 · 4 citations
- AI Sensing and Intervention in Higher Education: Student Perceptions of Learning Impacts, Affective Responses, and Ethical PrioritiesBingyi Han, Ying Ma, Simon Coghlan, Dana McKay et al.CHI 2026 · 3 citations
- "It's been Lovely Watching you": Institutional Decision-Making on Online Proctoring SoftwareElisa Shioji, Ani Meliksetyan, Lucy Simko, Ryan Watkins et al.S&P 2025
Related papers
- Re-Examining the Examiners: Changes in Privacy and Security Perceptions of Exam ProctoringAdryana Hutchinson, Elaine Ly, Collins W. Munyendo, Adam J. AvivCHI 2026 · 2 citations
- A Roadmap for Applying the Contextual Integrity Framework in Qualitative Privacy ResearchPriya C. Kumar, Michael Zimmer, Jessica VitakCSCW 2024 · 22 citations
- Educators' Perspectives of Using (or Not Using) Online Exam ProctoringDavid G. Balash, Elena Korkes, Miles Grant, Adam J. Aviv et al.USENIX Security 2023
- PrivaCI in VR: Exploring Perceptions and Acceptability of Data Sharing in Virtual Reality Through Contextual IntegrityEmiram Kablo, Melina Kleber, Patricia Arias CabarcosUSENIX Security 2025
- Good Fences Make Good Neighbors: What's Acceptable (and What's Not) in Neighborhood Video SurveillanceJanusz Swierczynski, Brittany I. Davidson, Joanna Syrda, Adam JoinsonCHI 2026 · 1 citation
