Literature DB >> 30931436

Mobile Manifestations of Alertness: Connecting Biological Rhythms with Patterns of Smartphone App Use.

Elizabeth L Murnane1, Saeed Abdullah1, Mark Matthews1, Matthew Kay2, Julie A Kientz3, Tanzeem Choudhury1, Geri Gay1, Dan Cosley1.   

Abstract

Our body clock causes considerable variations in our behavioral, mental, and physical processes, including alertness, throughout the day. While much research has studied technology usage patterns, the potential impact of underlying biological processes on these patterns is under-explored. Using data from 20 participants over 40 days, this paper presents the first study to connect patterns of mobile application usage with these contributing biological factors. Among other results, we find that usage patterns vary for individuals with different body clock types, that usage correlates with rhythms of alertness, that app use features such as duration and switching can distinguish periods of low and high alertness, and that app use reflects sleep interruptions as well as sleep duration. We conclude by discussing how our findings inform the design of biologically-friendly technology that can better support personal rhythms of performance.

Entities:  

Keywords:  Alertness; Circadian Rhythms; J.3 Life and Medical Sciences: Health; Mobile App Use; Sleep

Year:  2016        PMID: 30931436      PMCID: PMC6436843          DOI: 10.1145/2935334.2935383

Source DB:  PubMed          Journal:  MobileHCI


  6 in total

1.  The Idiosyncrasies of Everyday Digital Lives: Using the Human Screenome Project to Study User Behavior on Smartphones.

Authors:  Miriam Brinberg; Nilam Ram; Xiao Yang; Mu-Jung Cho; S Shyam Sundar; Thomas N Robinson; Byron Reeves
Journal:  Comput Human Behav       Date:  2020-09-15

2.  Individualized Modeling to Distinguish Between High and Low Arousal States Using Physiological Data.

Authors:  Ame Osotsi; Zita Oravecz; Qunhua Li; Joshua Smyth; Timothy R Brick
Journal:  J Healthc Inform Res       Date:  2020-01-22

3.  Screenomics: A New Approach for Observing and Studying Individuals' Digital Lives.

Authors:  Nilam Ram; Xiao Yang; Mu-Jung Cho; Miriam Brinberg; Fiona Muirhead; Byron Reeves; Thomas N Robinson
Journal:  J Adolesc Res       Date:  2019-11-01

4.  Digital biomarkers for Alzheimer's disease: the mobile/ wearable devices opportunity.

Authors:  Lampros C Kourtis; Oliver B Regele; Justin M Wright; Graham B Jones
Journal:  NPJ Digit Med       Date:  2019-02-21

5.  Effect of Sleep and Biobehavioral Patterns on Multidimensional Cognitive Performance: Longitudinal, In-the-Wild Study.

Authors:  Manasa Kalanadhabhatta; Tauhidur Rahman; Deepak Ganesan
Journal:  J Med Internet Res       Date:  2021-02-18       Impact factor: 5.428

6.  Capturing Cognitive Aging in Vivo: Application of a Neuropsychological Framework for Emerging Digital Tools.

Authors:  Katherine Hackett; Tania Giovannetti
Journal:  JMIR Aging       Date:  2022-09-07
  6 in total

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