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Beyond Screen Time: Exploring Smartwatch Interventions for Digital Well-Being

Published: 01 September 2024 Publication History

Abstract

In the digital age, technology permeates every aspect of our lives, offering connectivity but also posing risks to our well-being due to overuse. The concept of "digital detox" has emerged as a response, with smartphone apps supporting this process, yet the potential of wearable tech like smartwatches is less explored. Our study develops and tests a smartwatch-integrated digital detox aid, aiming to seamlessly blend with tech ecosystems offering a holistic solution. A preliminary mixed method user study (n=6) over two weeks assessed its efficacy in cutting down phone usage and app screen time, alongside monitoring phone interactions and physiological data. Initial results showed a decrease in screen time, which diminished in the second week, suggesting participant resistance and the intervention’s perceived intrusiveness. Despite proving the concept’s feasibility, the need for more user-aligned intervention methods and technical enhancements is clear, pointing to areas for future improvement.

References

[1]
Simon Amez and Stijn Baert. 2020. Smartphone use and academic performance: A literature review. International Journal of Educational Research 103 (2020), 101618.
[2]
Anshika Arora, Pinaki Chakraborty, and MPS Bhatia. 2021. Intervention of wearables and smartphones in real time monitoring of sleep and behavioral health: an assessment using adaptive neuro-fuzzy technique. Arabian Journal for Science and Engineering (2021), 1–26.
[3]
Anshika Arora, Pinaki Chakraborty, and MPS Bhatia. 2022. Intelligent Behavioral Health Analysis in Youth Using Real-Time Smartphone and Wearable Data. In Proceedings of International Conference on Communication and Computational Technologies: ICCCT 2022. Springer, 653–666.
[4]
Rajan Balakrishnan, Elanchezhian Chinnavan, and Tan Feii. 2016. An extensive usage of hand held devices will lead to musculoskeletal disorder of upper extremity among student in AMU: A survey method. Int J Phys Educ Sports Health 3, 2 (2016), 368–372.
[5]
Joël Billieux, Pierre Maurage, Olatz Lopez-Fernandez, Daria J Kuss, and Mark D Griffiths. 2015. Can disordered mobile phone use be considered a behavioral addiction? An update on current evidence and a comprehensive model for future research. Current Addiction Reports 2, 2 (2015), 156–162.
[6]
Richard D Brown. 1984. Revolution in Time: Clocks and the Making of the Modern World.
[7]
Peter André Busch and Stephen McCarthy. 2021. Antecedents and consequences of problematic smartphone use: A systematic literature review of an emerging research area. Computers in human behavior 114 (2021), 106414.
[8]
Marta E Cecchinato, Anna L Cox, and Jon Bird. 2015. Smartwatches: the good, the bad and the ugly?. In Proceedings of the 33rd Annual ACM Conference extended abstracts on human factors in computing systems. 2133–2138.
[9]
Kahneman Daniel. 2017. Thinking, fast and slow.
[10]
Roxanne Gal, Anne M May, Elon J van Overmeeren, Monique Simons, and Evelyn M Monninkhof. 2018. The effect of physical activity interventions comprising wearables and smartphone applications on physical activity: a systematic review and meta-analysis. Sports medicine-open 4 (2018), 1–15.
[11]
Natalie Gold, Yiling Lin, Richard Ashcroft, and Magda Osman. 2023. ‘Better off, as judged by themselves’: do people support nudges as a method to change their own behavior?Behavioural Public Policy 7, 1 (2023), 25–54.
[12]
Alexis Hiniker, Sungsoo Hong, Tadayoshi Kohno, and Julie A Kientz. 2016. MyTime: designing and evaluating an intervention for smartphone non-use. In Proceedings of the 2016 CHI conference on human factors in computing systems. 4746–4757.
[13]
Nassim Jafarinaimi, Jodi Forlizzi, Amy Hurst, and John Zimmerman. 2005. Breakaway: an ambient display designed to change human behavior. In CHI’05 extended abstracts on Human factors in computing systems. 1945–1948.
[14]
Yoonhyuk Jung, Seongcheol Kim, and Boreum Choi. 2016. Consumer valuation of the wearables: The case of smartwatches. Computers in Human Behavior 63 (2016), 899–905.
[15]
Jaejeung Kim, Hayoung Jung, Minsam Ko, and Uichin Lee. 2019. GoalKeeper: exploring interaction lockout mechanisms for regulating smartphone use. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 3, 1 (2019), 1–29.
[16]
Geza Kovacs, Zhengxuan Wu, and Michael S Bernstein. 2018. Rotating online behavior change interventions increases effectiveness but also increases attrition. Proceedings of the ACM on Human-Computer Interaction 2, CSCW (2018), 1–25.
[17]
Daria J Kuss and Mark D Griffiths. 2011. Online social networking and addiction—a review of the psychological literature. International journal of environmental research and public health 8, 9 (2011), 3528–3552.
[18]
Phillippa Lally, Cornelia HM Van Jaarsveld, Henry WW Potts, and Jane Wardle. 2010. How are habits formed: Modelling habit formation in the real world. European journal of social psychology 40, 6 (2010), 998–1009.
[19]
Markus Löchtefeld, Matthias Böhmer, and Lyubomir Ganev. 2013. AppDetox: helping users with mobile app addiction. In Proceedings of the 12th international conference on mobile and ubiquitous multimedia. 1–2.
[20]
Ulrik Lyngs, Kai Lukoff, Petr Slovak, Reuben Binns, Adam Slack, Michael Inzlicht, Max Van Kleek, and Nigel Shadbolt. 2019. Self-control in cyberspace: Applying dual systems theory to a review of digital self-control tools. In proceedings of the 2019 CHI conference on human factors in computing systems. 1–18.
[21]
Stijn AA Massar, Xin Yu Chua, Chun Siong Soon, Alyssa SC Ng, Ju Lynn Ong, Nicholas IYN Chee, Tih Shih Lee, Arko Ghosh, and Michael WL Chee. 2021. Trait-like nocturnal sleep behavior identified by combining wearable, phone-use, and self-report data. NPJ digital medicine 4, 1 (2021), 90.
[22]
Donald McMillan, Barry Brown, Airi Lampinen, Moira McGregor, Eve Hoggan, and Stefania Pizza. 2017. Situating wearables: Smartwatch use in context. In Proceedings of the 2017 chi conference on human factors in computing systems. 3582–3594.
[23]
Abhinav Mehrotra, Veljko Pejovic, Jo Vermeulen, Robert Hendley, and Mirco Musolesi. 2016. My phone and me: understanding people’s receptivity to mobile notifications. In Proceedings of the 2016 CHI conference on human factors in computing systems. 1021–1032.
[24]
Xi Mei, Zhenyu Hu, Dongsheng Zhou, Qi Zhou, Xingxing Li, Xiaojia Wang, and Pan Jing. 2019. Sleep patterns, mobile phone use and psychological symptoms among adolescents in coastal developed city of China: an exploratory cross-sectional study. Sleep and Biological Rhythms 17 (2019), 233–241.
[25]
Susan Michie, Michelle Richardson, Marie Johnston, Charles Abraham, Jill Francis, Wendy Hardeman, Martin P Eccles, James Cane, and Caroline E Wood. 2013. The behavior change technique taxonomy (v1) of 93 hierarchically clustered techniques: building an international consensus for the reporting of behavior change interventions. Annals of behavioral medicine 46, 1 (2013), 81–95.
[26]
Stuart Mills. 2023. Nudge/sludge symmetry: on the relationship between nudge and sludge and the resulting ontological, normative and transparency implications. Behavioural Public Policy 7, 2 (2023), 309–332.
[27]
Alberto Monge Roffarello and Luigi De Russis. 2019. The race towards digital wellbeing: Issues and opportunities. In Proceedings of the 2019 CHI conference on human factors in computing systems. 1–14.
[28]
Alberto Monge Roffarello and Luigi De Russis. 2023. Achieving digital wellbeing through digital self-control tools: A systematic review and meta-analysis. ACM Transactions on Computer-Human Interaction 30, 4 (2023), 1–66.
[29]
Arsalan Mosenia, Susmita Sur-Kolay, Anand Raghunathan, and Niraj K Jha. 2017. Wearable medical sensor-based system design: A survey. IEEE Transactions on Multi-Scale Computing Systems 3, 2 (2017), 124–138.
[30]
Robert Münscher, Max Vetter, and Thomas Scheuerle. 2016. A review and taxonomy of choice architecture techniques. Journal of Behavioral Decision Making 29, 5 (2016), 511–524.
[31]
Lise-Marie Nassen, Heidi Vandebosch, Karolien Poels, and Kathrin Karsay. 2023. Opt-out, abstain, unplug. A systematic review of the voluntary digital disconnection literature. Telematics and Informatics (2023), 101980.
[32]
David T Neal, Wendy Wood, and Jeffrey M Quinn. 2006. Habits—A repeat performance. Current directions in psychological science 15, 4 (2006), 198–202.
[33]
Fabian Okeke, Michael Sobolev, Nicola Dell, and Deborah Estrin. 2018. Good vibrations: can a digital nudge reduce digital overload?. In Proceedings of the 20th international conference on human-computer interaction with mobile devices and services. 1–12.
[34]
Antti Oulasvirta, Tye Rattenbury, Lingyi Ma, and Eeva Raita. 2012. Habits make smartphone use more pervasive. Personal and Ubiquitous computing 16 (2012), 105–114.
[35]
Alexandros Pantelopoulos and Nikolaos G Bourbakis. 2009. A survey on wearable sensor-based systems for health monitoring and prognosis. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) 40, 1 (2009), 1–12.
[36]
Douglas A Parry, Daniel B le Roux, Joshua Morton, Ruth Pons, Ruan Pretorius, and Andre Schoeman. 2023. Digital wellbeing applications: Adoption, use and perceived effects. Computers in Human Behavior 139 (2023), 107542.
[37]
Charlie Pinder, Jo Vermeulen, Benjamin R Cowan, and Russell Beale. 2018. Digital behaviour change interventions to break and form habits. ACM Transactions on Computer-Human Interaction (TOCHI) 25, 3 (2018), 1–66.
[38]
Stefania Pizza, Barry Brown, Donald McMillan, and Airi Lampinen. 2016. Smartwatch in vivo. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems. 5456–5469.
[39]
Aditya Kumar Purohit, Louis Barclay, and Adrian Holzer. 2020. Designing for digital detox: Making social media less addictive with digital nudges. In Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. 1–9.
[40]
Aditya Kumar Purohit, Louis Barclay, and Adrian Holzer. 2020. Designing for digital detox: Making social media less addictive with digital nudges. In Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. 1–9.
[41]
Aditya Kumar Purohit, Torben Jan Barev, Sofia Schöbel, Andreas Janson, and Adrian Holzer. 2023. Designing for DigitalWellbeing on a Smartphone: Co-creation of Digital Nudges to Mitigate Instagram Overuse. (2023).
[42]
Aditya Kumar Purohit and Adrian Holzer. 2021. Unhooked by Design: Scrolling Mindfully on Social Media by Automating Digital Nudges. In AMCIS, Vol. 21. 1–10.
[43]
Theda Radtke, Theresa Apel, Konstantin Schenkel, Jan Keller, and Eike von Lindern. 2022. Digital detox: An effective solution in the smartphone era? A systematic literature review. Mobile Media & Communication 10, 2 (2022), 190–215.
[44]
Reza Rawassizadeh, Blaine A Price, and Marian Petre. 2014. Wearables: Has the age of smartwatches finally arrived?Commun. ACM 58, 1 (2014), 45–47.
[45]
Maya Samaha and Nazir S Hawi. 2016. Relationships among smartphone addiction, stress, academic performance, and satisfaction with life. Computers in human behavior 57 (2016), 321–325.
[46]
Akane Sano, Andrew J Phillips, Z Yu Amy, Andrew W McHill, Sara Taylor, Natasha Jaques, Charles A Czeisler, Elizabeth B Klerman, and Rosalind W Picard. 2015. Recognizing academic performance, sleep quality, stress level, and mental health using personality traits, wearable sensors and mobile phones. In 2015 IEEE 12th international conference on wearable and implantable body sensor networks (BSN). IEEE, 1–6.
[47]
Akane Sano and Rosalind W Picard. 2013. Stress recognition using wearable sensors and mobile phones. In 2013 Humaine association conference on affective computing and intelligent interaction. IEEE, 671–676.
[48]
Stephanie Schoeppe, Stephanie Alley, Wendy Van Lippevelde, Nicola A Bray, Susan L Williams, Mitch J Duncan, and Corneel Vandelanotte. 2016. Efficacy of interventions that use apps to improve diet, physical activity and sedentary behaviour: a systematic review. International Journal of Behavioral Nutrition and Physical Activity 13 (2016), 1–26.
[49]
RX Schwartz. 2019. Ulysses’ ropes and the inherent limits of digital self-control tools. (2019).
[50]
RX Schwartz, Alberto Monge Roffarello, Luigi De Russis, and Panagiotis Apostolellis. 2021. Reducing risk in digital self-control tools: design patterns and prototype. In Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems. 1–7.
[51]
Priyal P Shah, Megha S Sheth, 2018. Correlation of smartphone use addiction with text neck syndrome and SMS thumb in physiotherapy students. Int J Community Med Public Health 5, 6 (2018), 2512.
[52]
Ambika Shahu, Alexander Melem, Philipp Wintersberger, and Florian Michahelles. 2022. Nudgit-Reducing Online News Consumption by Digital Nudges. In Adjunct Publication of the 24th International Conference on Human-Computer Interaction with Mobile Devices and Services. 1–5.
[53]
Sei�Yon Sohn, Lauren Krasnoff, Philippa Rees, Nicola�J Kalk, and Ben Carter. 2021. The association between smartphone addiction and sleep: a UK cross-sectional study of young adults. Frontiers in psychiatry 12 (2021), 629407.
[54]
Cary Stothart, Ainsley Mitchum, and Courtney Yehnert. 2015. The attentional cost of receiving a cell phone notification.Journal of experimental psychology: human perception and performance 41, 4 (2015), 893.
[55]
Thomas Svensson, Ung-il Chung, Shinichi Tokuno, Mitsuteru Nakamura, and Akiko�Kishi Svensson. 2019. A validation study of a consumer wearable sleep tracker compared to a portable EEG system in naturalistic conditions. Journal of Psychosomatic Research 126 (2019), 109822.
[56]
R Thaler and C Sunstein. 2008. Nudge: Improving decisions about health, wealth and happiness. In Amsterdam Law Forum; HeinOnline: Online. HeinOnline, 89.
[57]
Richard H Thaler. 2018. Nudge, not sludge., 431–431 pages.
[58]
Md Zia Uddin. 2019. A wearable sensor-based activity prediction system to facilitate edge computing in smart healthcare system. J. Parallel and Distrib. Comput. 123 (2019), 46–53.
[59]
Bas Verplanken, B Verplanken, and Ryan. 2018. Psychology of habit. Springer.
[60]
Aku Visuri, Zhanna Sarsenbayeva, Niels Van Berkel, Jorge Goncalves, Reza Rawassizadeh, Vassilis Kostakos, and Denzil Ferreira. 2017. Quantifying sources and types of smartwatch usage sessions. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems. 3569–3581.
[61]
Markus Weinmann, Christoph Schneider, and Jan vom Brocke. 2016. Digital nudging. Business & Information Systems Engineering 58 (2016), 433–436.
[62]
Jiaxin Yang, Xi Fu, Xiaoli Liao, and Yamin Li. 2020. Association of problematic smartphone use with poor sleep quality, depression, and anxiety: A systematic review and meta-analysis. Psychiatry research 284 (2020), 112686.

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cover image ACM Other conferences
MuC '24: Proceedings of Mensch und Computer 2024
September 2024
719 pages
ISBN:9798400709982
DOI:10.1145/3670653
This work is licensed under a Creative Commons Attribution International 4.0 License.

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Published: 01 September 2024

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Author Tags

  1. Digital detox
  2. Intervention design
  3. Mixed methods approach
  4. Screen time reduction
  5. Smartwatch integration
  6. Wearable technologies

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MuC '24
MuC '24: Mensch und Computer 2024
September 1 - 4, 2024
Karlsruhe, Germany

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