| Autor: |
Ibrahim, Ahmed, Zhang, Heng, Clinch, Sarah, Poliakoff, Ellen, Parsia, Bijan, Harper, Simon |
| Jazyk: |
angličtina |
| Rok vydání: |
2021 |
| Předmět: |
|
| Zdroj: |
JMIR Formative Research, Vol 5, Iss 5, p e23461 (2021) |
| Druh dokumentu: |
article |
| ISSN: |
2561-326X |
| DOI: |
10.2196/23461 |
| Popis: |
BackgroundGovernments promote behavioral policies such as social distancing and phased reopening to control the spread of COVID-19. Digital phenotyping helps promote the compliance with these policies through the personalized behavioral knowledge it produces. ObjectiveThis study investigated the value of smartphone-derived digital phenotypes in (1) analyzing individuals’ compliance with COVID-19 policies through behavioral responses and (2) suggesting ways to personalize communication through those policies. MethodsWe conducted longitudinal experiments that started before the outbreak of COVID-19 and continued during the pandemic. A total of 16 participants were recruited before the pandemic, and a smartphone sensing app was installed for each of them. We then assessed individual compliance with COVID-19 policies and their impact on habitual behaviors. ResultsOur results show a significant change in people’s mobility (P |
| Databáze: |
Directory of Open Access Journals |
| Externí odkaz: |
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