A survey of 192 UK smartphone users found that out-of-device privacy concerns and technology affinity correlate with preference for personalized shoulder surfing protections, while age, gender, and smartphone OS showed no significant effects.
Global smartphone penetration rate as share of population from 2016 to 2023,
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SoK: Privacy Personalised -- Mapping Personal Attributes \& Preferences of Privacy Mechanisms for Shoulder Surfing
A survey of 192 UK smartphone users found that out-of-device privacy concerns and technology affinity correlate with preference for personalized shoulder surfing protections, while age, gender, and smartphone OS showed no significant effects.