Naturalistic Observations
Bystander Effect
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Updated: Mar 24, 2026

Measuring the Switch Cost of Smartphone Use While Walking
Published on: April 30, 2020
Elizabeth Suzanne Wolfe1, Sandra Strack Arabian, Janis L Breeze
1Division of Trauma and Acute Care Surgery (Mss Wolfe and Arabian) and Department of Orthopaedics (Dr Salzler), Tufts Medical Center, Boston, Massachusetts; Tufts Clinical and Translational Science Institute, Tufts University, and Institute for Clinical Research and Health Policy Studies, Boston, Massachusetts (Ms Breeze).
Nearly a third of Boston bicyclists are distracted while riding, with auditory distractions like earbuds being most common. Midday commuters showed the highest distraction rates, highlighting a significant safety concern.
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