{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T08:03:22Z","timestamp":1776931402219,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":95,"publisher":"ACM","funder":[{"name":"EPSRC","award":["EP\/W025337\/1"],"award-info":[{"award-number":["EP\/W025337\/1"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,4,13]]},"DOI":"10.1145\/3772318.3791510","type":"proceedings-article","created":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T04:12:33Z","timestamp":1776053553000},"page":"1-20","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["From Sleep Scores to Self-Knowledge: Older Adults\u2019 Experiences with Tracking Sleep Using the Oura Ring"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0835-5802","authenticated-orcid":false,"given":"Aneesha","family":"Singh","sequence":"first","affiliation":[{"name":"UCL Interaction Centre, University College London, London, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-6634-9393","authenticated-orcid":false,"given":"Minsi","family":"Song","sequence":"additional","affiliation":[{"name":"UCL Interaction Centre, University College London (UCL), London, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-9769-957X","authenticated-orcid":false,"given":"Stella","family":"Loukeri Woestman","sequence":"additional","affiliation":[{"name":"UCLIC, University College London, London, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-1625-953X","authenticated-orcid":false,"given":"Jiratchaya","family":"Ongsricharoenporn","sequence":"additional","affiliation":[{"name":"UCL Interaction Centre, University College London, London, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0548-4406","authenticated-orcid":false,"given":"Yasemin","family":"Gunal","sequence":"additional","affiliation":[{"name":"Interaction Centre, University College London, London, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2554-1896","authenticated-orcid":false,"given":"Bran","family":"Knowles","sequence":"additional","affiliation":[{"name":"School of Computing and Communications, Lancaster University, Lancaster, Lancashire, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2018-0569","authenticated-orcid":false,"given":"Ewan","family":"Soubutts","sequence":"additional","affiliation":[{"name":"UCL Interaction Centre, University College London, London, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7612-0234","authenticated-orcid":false,"given":"Yvonne","family":"Rogers","sequence":"additional","affiliation":[{"name":"UCL Interaction Centre, University College London, London, United Kingdom"}]}],"member":"320","published-online":{"date-parts":[[2026,4,13]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"publisher","unstructured":"Muaddi Alharbi Nicola Straiton Sidney Smith Lis Neubeck and Robyn Gallagher. 2019. Data management and wearables in older adults: A systematic review. Maturitas 124 (2019) 100\u2013110. 10.1016\/j.maturitas.2019.03.012","DOI":"10.1016\/j.maturitas.2019.03.012"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"publisher","unstructured":"Elisabet Alzueta Massimiliano\u00a0de Zambotti Harold Javitz Teji Dulai Benedetta Albinni Katharine\u00a0C Simon Negin Sattari Jing Zhang Alessandra Shuster Sara\u00a0C Mednick and Fiona\u00a0C Baker. 2022. Tracking Sleep Temperature Heart Rate and Daily Symptoms Across the Menstrual Cycle with the Oura Ring in Healthy Women. International Journal of Women\u2019s Health 14 (2022) 491\u2013503. 10.2147\/IJWH.S341917","DOI":"10.2147\/IJWH.S341917"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","unstructured":"Sonia Ancoli-Israel. 2009. Sleep and its disorders in aging populations. Sleep Med. 10 Suppl 1 (Sept. 2009) S7\u201311. 10.1016\/j.sleep.2009.07.004","DOI":"10.1016\/j.sleep.2009.07.004"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","unstructured":"Christian Attig and Tobias Franke. 2020. Abandonment of personal quantication: A review and empirical study investigating reasons for wearable activity tracking attrition. Computers in Human Behavior 102 (2020) 223\u2013237. 10.1016\/j.chb.2019.08.025","DOI":"10.1016\/j.chb.2019.08.025"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","unstructured":"Melika Azim\u00a0Zadegan Eeva Aromaa Tero Montonen Rosa Sahlstr\u00f6m P\u00e4ivi Eriksson and Ville Leinonen. 2025. Smart Rings in Remote Monitoring at Home: Older Patients\u2019 Perceptions and Expectations. Health Expectations 28 5 (2025) e70407. 10.1111\/hex.70407","DOI":"10.1111\/hex.70407"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","unstructured":"Navya Baranwal Phoebe\u00a0K. Yu and Noah\u00a0S. Siegel. 2023. Sleep physiology pathophysiology and sleep hygiene. Progress in Cardiovascular Diseases 77 (2023) 59\u201369. 10.1016\/j.pcad.2023.02.005","DOI":"10.1016\/j.pcad.2023.02.005"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"publisher","unstructured":"Sandra Bardot Bradley Rey Lucas Audette Kevin Fan Da-Yuan Huang Jun Li Wei Li and Pourang Irani. 2022. One Ring to Rule Them All: An Empirical Understanding of Day-to-Day Smartring Usage Through In-Situ Diary Study. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 3 Article 100 (Sept. 2022) 20\u00a0pages. 10.1145\/3550315","DOI":"10.1145\/3550315"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544549.3585771"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1145\/1952222.1952314"},{"key":"e_1_3_3_2_11_2","volume-title":"Thematic Analysis: A Practical Guide","author":"Braun Virginia","year":"2021","unstructured":"Virginia Braun and Victoria Clarke. 2021. Thematic Analysis: A Practical Guide. Sage Publications."},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/3563657.3596109"},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557372"},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.1093\/acrefore\/9780190236557.013.401"},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","unstructured":"Rick\u00a0D Davenport William Mann and Barbara Lutz. 2012. How older adults make decisions regarding smart technology: an ethnographic approach. Assistive Technology: the official journal of RESNA 24 3 (2012) 168\u2013181. 10.1080\/10400435.2012.659792","DOI":"10.1080\/10400435.2012.659792"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","unstructured":"Fred\u00a0D. Davis. 1989. Perceived Usefulness Perceived Ease of Use and User Acceptance of Information Technology. MIS Quarterly 13 3 (1989) 319\u201340. 10.2307\/249008","DOI":"10.2307\/249008"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","unstructured":"Massimiliano de Zambotti Leonardo Rosas Ian\u00a0M Colrain and Fiona\u00a0C Baker. 2019. The sleep of the ring: Comparison of the \u014cURA sleep tracker against polysomnography. Behav. Sleep Med. 17 2 (March 2019) 124\u2013136. 10.1080\/15402002.2017.1300587","DOI":"10.1080\/15402002.2017.1300587"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"publisher","unstructured":"A. Doryab M. Frost M. Faurholt-Jepsen and and. 2015. Impact factor analysis: combining prediction with parameter ranking to reveal the impact of behavior on health outcome. Personal and Ubiquitous Computing 19 (2015) 355\u2013365. 10.1007\/s00779-014-0826-8","DOI":"10.1007\/s00779-014-0826-8"},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"publisher","unstructured":"Min Du Min Liu Yaping Wang Chenyuan Qin and Jue Liu. 2024. Global burden of sleep disturbances among older adults and the disparities by geographical regions and pandemic periods. SSM Popul. Health 25 101588 (March 2024) 101588. 10.1016\/j.ssmph.2023.101588","DOI":"10.1016\/j.ssmph.2023.101588"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"publisher","unstructured":"J. Dunn R. Runge and M. Snyder. 2018. Wearables and the Medical Revolution. Personalized Medicine 15 5 (2018) 429\u2013448. 10.2217\/pme-2018-0044","DOI":"10.2217\/pme-2018-0044"},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.1145\/3064663.3064714"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","unstructured":"Chris Elsden David\u00a0S. Kirk and Abigail\u00a0C. Durrant. 2016. A Quantified Past: Toward Design for Remembering With Personal Informatics. Human\u2013Computer Interaction 31 6 (Nov. 2016) 518\u2013557. 10.1080\/07370024.2015.1093422","DOI":"10.1080\/07370024.2015.1093422"},{"key":"e_1_3_3_2_23_2","unstructured":"NHS England. 2025. Improving care for older people. Retrieved 5 Feb 2026 from https:\/\/www.england.nhs.uk\/ourwork\/clinical-policy\/older-people\/improving-care-for-older-people\/"},{"key":"e_1_3_3_2_24_2","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2804250"},{"key":"e_1_3_3_2_25_2","doi-asserted-by":"publisher","unstructured":"Patrick\u00a0J. Fitzpatrick. 2023. Improving health literacy using the power of digital communications to achieve better health outcomes for patients and practitioners. 1264780\u00a0pages. 10.3389\/fdgth.2023.1264780","DOI":"10.3389\/fdgth.2023.1264780"},{"key":"e_1_3_3_2_26_2","unstructured":"Fortune Business Insights. 2026. Smart Ring Market Size Share & Industry Analysis By Application Technology Distribution Channel End-user and Regional Forecast 2025\u20132032. https:\/\/www.fortunebusinessinsights.com\/smart-ring-market-111418 Accessed: 2026-02-04."},{"key":"e_1_3_3_2_27_2","doi-asserted-by":"publisher","DOI":"10.1145\/3546155.3546645"},{"key":"e_1_3_3_2_28_2","volume-title":"Studies in Ethnomethodology","author":"Garfinkel Harold","year":"1967","unstructured":"Harold Garfinkel. 1967. Studies in Ethnomethodology. Prentice-Hall, Englewood Cliffs, NJ."},{"key":"e_1_3_3_2_29_2","doi-asserted-by":"publisher","unstructured":"Shelagh\u00a0K. Genuis and Jenny Bronstein. 2017. Looking for \u201cnormal\u201d: Sense making in the context of health disruption. Journal of the Association for Information Science and Technology 68 3 (2017) 750\u2013761. 10.1002\/asi.23715","DOI":"10.1002\/asi.23715"},{"key":"e_1_3_3_2_30_2","doi-asserted-by":"publisher","DOI":"10.1145\/3196709.3196741"},{"key":"e_1_3_3_2_31_2","doi-asserted-by":"publisher","DOI":"10.1145\/3393914.3395851"},{"key":"e_1_3_3_2_32_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544549.3585590"},{"key":"e_1_3_3_2_33_2","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780190854409.003.0007"},{"key":"e_1_3_3_2_34_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3501995"},{"key":"e_1_3_3_2_35_2","doi-asserted-by":"publisher","unstructured":"S. Herberger C. Aurnhammer S. Bauerfeind and and. 2025. Performance of wearable finger ring trackers for diagnostic sleep measurement in the clinical context. Scientific Reports 15 (2025) 9461. 10.1038\/s41598-025-93774-z","DOI":"10.1038\/s41598-025-93774-z"},{"key":"e_1_3_3_2_36_2","doi-asserted-by":"publisher","DOI":"10.1145\/3726986.3727907"},{"key":"e_1_3_3_2_37_2","doi-asserted-by":"publisher","DOI":"10.1145\/3643834.3661617"},{"key":"e_1_3_3_2_38_2","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/11168.001.0001"},{"key":"e_1_3_3_2_39_2","volume-title":"Sleep Disorders and Sleep Deprivation: An Unmet Public Health Problem","author":"Research Institute of Medicine (US) Committee on Sleep Medicine and","year":"2006","unstructured":"Institute of Medicine (US) Committee on Sleep Medicine and Research. 2006. Sleep Physiology. In Sleep Disorders and Sleep Deprivation: An Unmet Public Health Problem, Harvey\u00a0R. Colten and Bruce\u00a0M. Altevogt (Eds.). National Academies Press, Washington, DC. https:\/\/www.ncbi.nlm.nih.gov\/books\/NBK19956\/ Accessed: 2026-02-08."},{"key":"e_1_3_3_2_40_2","doi-asserted-by":"publisher","unstructured":"Ecler\u00a0Ercole Jaqua Mary Hanna Wessam Labib Clare Moore and Vartan Matossian. 2023. Common sleep disorders affecting older adults. The Permanente journal 27 1 (March 2023) 122\u2013132. 10.7812\/TPP\/22.114","DOI":"10.7812\/TPP\/22.114"},{"key":"e_1_3_3_2_41_2","doi-asserted-by":"publisher","unstructured":"Kasper Karlgren Barry Brown and Donald McMillan. 2022. From Self-Tracking to Sleep-Hacking: Online Collaboration on Changing Sleep. Proc. ACM Hum.-Comput. Interact. 6 CSCW2 Article 517 (Nov. 2022) 26\u00a0pages. 10.1145\/3555630","DOI":"10.1145\/3555630"},{"key":"e_1_3_3_2_42_2","doi-asserted-by":"publisher","unstructured":"Hossein Khayami Lining Wang Young-Ho Kim Bongshin Lee David\u00a0E. Conroy Amanda Lazar Eun\u00a0Kyoung Choe and Hernisa Kacorri. 2025. From Verbal Reports to Personalized Activity Trackers: Understanding the Challenges of Ground Truth Data Collection with Older Adults in the Wild. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol 9 2 Article 38 (2025) 33. 10.1145\/3731749","DOI":"10.1145\/3731749"},{"key":"e_1_3_3_2_43_2","doi-asserted-by":"publisher","unstructured":"David\u00a0E. Kieras and Susan Bovair. 1984. The Role of a Mental Model in Learning to Operate a Device. 255\u2013273\u00a0pages. 10.1207\/s15516709cog0803_3","DOI":"10.1207\/s15516709cog0803_3"},{"key":"e_1_3_3_2_44_2","doi-asserted-by":"publisher","unstructured":"Bran Knowles Jasmine Fledderjohann Aneesha Singh Richard Harper Julia McDowell Judith Tsouvalis Alice Ashcroft Yvonne Rogers Ewan Soubutts Andrew Steptoe et\u00a0al. 2025. Not just a number: a multidimensional approach to ageing in HCI. Interacting with Computers (2025) iwaf050. 10.1093\/iwc\/iwaf050","DOI":"10.1093\/iwc\/iwaf050"},{"key":"e_1_3_3_2_45_2","doi-asserted-by":"publisher","unstructured":"Anastasia Kononova Lei Li Kerri Kamp R.V.Rikard Mary\u00a0Bowen Shelia Cotten and Wei Peng. 2019. The use of wearable activity trackers among older adults: focus group study of tracker perceptions motivators and barriers in the maintenance stage of behavior change. JMIR mHealth and uHealth 7 4 (2019) 9832. 10.2196\/mhealth.9832","DOI":"10.2196\/mhealth.9832"},{"key":"e_1_3_3_2_46_2","doi-asserted-by":"publisher","unstructured":"E. Kristiansson J. Fridolfsson D. Arvidsson and and. 2023. Validation of Oura ring energy expenditure and steps in laboratory and free-living. BMC Medical Research Methodology 23 (2023) 50. 10.1186\/s12874-023-01868-x","DOI":"10.1186\/s12874-023-01868-x"},{"key":"e_1_3_3_2_47_2","doi-asserted-by":"publisher","unstructured":"Elina Kuosmanen Aku Visuri Saba Kheirinejad Niels van Berkel Heli Koskim\u00e4ki Denzil Ferreira and Simo Hosio. 2022. How Does Sleep Tracking Influence Your Life? Experiences from a Longitudinal Field Study with a Wearable Ring. Proc. ACM Hum.-Comput. Interact. 6 MHCI Article 185 (Sept. 2022) 19\u00a0pages. 10.1145\/3546720","DOI":"10.1145\/3546720"},{"key":"e_1_3_3_2_48_2","doi-asserted-by":"publisher","unstructured":"Helen\u00a0W. Lach Rebecca\u00a0A. Lorenz Janice\u00a0L. Palmer Jantana Koedbangkham and Wanida Noimontree. 2019. Home Monitoring to Track Activity and Sleep Patterns Among Older Adults: A Feasibility Study. CIN: Computers Informatics Nursing 37 12 (2019) 628\u2013637. 10.1097\/CIN.0000000000000569","DOI":"10.1097\/CIN.0000000000000569"},{"key":"e_1_3_3_2_49_2","doi-asserted-by":"publisher","unstructured":"Amanda Lazar Robin\u00a0N Brewer Bran Knowles et\u00a0al. 2025. HCI and Older Adults: The Critical Turn and What Comes Next. Foundations and Trends\u00ae in Human-Computer Interaction 19 2 (2025) 112\u2013212. 10.1561\/1100000094","DOI":"10.1561\/1100000094"},{"key":"e_1_3_3_2_50_2","doi-asserted-by":"publisher","unstructured":"Hocheol Lee Joo-Aeh Lim and Hae-Kweun Nam. 2022. Effect of a Digital Literacy Program on Older Adults\u2019 Digital Social Behavior: A Quasi-Experimental Study. International Journal of Environmental Research and Public Health 19 19 (Sept. 2022) 12404. 10.3390\/ijerph191912404Number: 19.","DOI":"10.3390\/ijerph191912404"},{"key":"e_1_3_3_2_51_2","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753409"},{"key":"e_1_3_3_2_52_2","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753409"},{"key":"e_1_3_3_2_53_2","doi-asserted-by":"publisher","DOI":"10.1145\/3010915.3010988"},{"key":"e_1_3_3_2_54_2","doi-asserted-by":"publisher","unstructured":"Zilu Liang Bernd Ploderer Wanyu Liu Yukiko Nagata James Bailey Lars Kulik and Yuxuan Li. 2016. SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors. Personal Ubiquitous Comput. 20 6 (Nov. 2016) 985\u20131000. 10.1007\/s00779-016-0960-6","DOI":"10.1007\/s00779-016-0960-6"},{"key":"e_1_3_3_2_55_2","doi-asserted-by":"publisher","DOI":"10.1145\/3715336.3735746"},{"key":"e_1_3_3_2_56_2","doi-asserted-by":"publisher","unstructured":"Qi Ma Alan H.\u00a0S. Chan and Pei-Lee Teh. 2020. Insights into Older Adults\u2019 Technology Acceptance through Meta-Analysis. International Journal of Human\u2013Computer Interaction 37 (2020) 1049\u20131062. Issue 11. 10.1080\/10447318.2020.1865005","DOI":"10.1080\/10447318.2020.1865005"},{"key":"e_1_3_3_2_57_2","doi-asserted-by":"publisher","unstructured":"Jo\u00e3o Mariano Sibila Marques Miguel\u00a0R. Ramos Filomena Gerardo C\u00e1tia\u00a0Lage Cunha Andrey Girenko Jan Alexandersson Bernard Stree Michele Lamanna Maurizio Lorenzatto Louise\u00a0Pierrel Mikkelsen Uffe Bundg\u00e5rd-J\u00f8rgensen S\u00edlvia R\u00eago and Hein Vries. 2022. Too old for technology? Stereotype threat and technology use by older adults. 41 7 (2022) 1503\u20131514. 10.1080\/0144929X.2021.1882577","DOI":"10.1080\/0144929X.2021.1882577"},{"key":"e_1_3_3_2_58_2","doi-asserted-by":"publisher","unstructured":"Laura Ma\u0161kanceva. 2020. Developing understandable and actionable sleep data visualizations. Personal and Ubiquitous Computing (2020). 10.1007\/s00779-016-0960-6","DOI":"10.1007\/s00779-016-0960-6"},{"key":"e_1_3_3_2_59_2","doi-asserted-by":"publisher","unstructured":"Joseph\u00a0A. Mikels Nathaniel\u00a0A. Young Xiaomei Liu and Elizabeth\u00a0A.L. Stine-Morrow. 2021. Getting to the Heart of the Matter in Later Life: The Central Role of Affect in Health Message Framing. 756\u2013762\u00a0pages. 10.1093\/geront\/gnaa128","DOI":"10.1093\/geront\/gnaa128"},{"key":"e_1_3_3_2_60_2","doi-asserted-by":"publisher","DOI":"10.4324\/9780203927076"},{"key":"e_1_3_3_2_61_2","doi-asserted-by":"publisher","unstructured":"K. Moore E. O\u2019Shea L. Kenny J. Barton S. Tedesco and M. Sica. 2021. Older adults\u2019 experiences with using wearable devices: Qualitative systematic review and meta-synthesis. JMIR mHealth and uHealth 9 6 (2021) 23832. 10.2196\/23832","DOI":"10.2196\/23832"},{"key":"e_1_3_3_2_62_2","doi-asserted-by":"publisher","DOI":"10.7551\/MITPRESS\/10421.001.0001"},{"key":"e_1_3_3_2_63_2","doi-asserted-by":"publisher","DOI":"10.1145\/3563657.3596083"},{"key":"e_1_3_3_2_64_2","unstructured":"National\u00a0Institutes of Health. 2025. NIH Style Guide - Age. Retrieved 5 February 2026 from https:\/\/www.nih.gov\/nih-style-guide\/age"},{"key":"e_1_3_3_2_65_2","doi-asserted-by":"crossref","unstructured":"Dhaval Patel Joel Steinberg and Pragnesh Patel. 2018. Insomnia in the elderly: A review. J. Clin. Sleep Med. 14 6 (June 2018) 1017\u20131024.","DOI":"10.5664\/jcsm.7172"},{"key":"e_1_3_3_2_66_2","doi-asserted-by":"publisher","unstructured":"G.S. Perry S.P. Patil and L.R. Presley-Cantrell. 2013. Raising awareness of sleep as a healthy behavior. Preventing Chronic Disease 10 (2013) 133. 10.5888\/pcd10.130081","DOI":"10.5888\/pcd10.130081"},{"key":"e_1_3_3_2_67_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544549.3582742"},{"key":"e_1_3_3_2_68_2","doi-asserted-by":"publisher","unstructured":"Lukasz Piwek David\u00a0A. Ellis Sally Andrews and Adam Joinson. 2016. The rise of consumer health wearables: Promises and barriers. PLOS Medicine 13 2 (2016) 1001953. 10.1371\/journal.pmed.1001953","DOI":"10.1371\/journal.pmed.1001953"},{"key":"e_1_3_3_2_69_2","volume-title":"Care at a Distance: On the Closeness of Technology","author":"Pols Jeannette","year":"2012","unstructured":"Jeannette Pols. 2012. Care at a Distance: On the Closeness of Technology. Amsterdam University Press, Amsterdam. http:\/\/www.oapen.org\/search?identifier=413032"},{"key":"e_1_3_3_2_70_2","doi-asserted-by":"publisher","unstructured":"Aditya\u00a0Kumar Purohit Sofia Sch\u00f6bel Olivier Bill and Adrian Holzer. 2023. Nudging to Change the Role of Digital Health. 137\u2013154\u00a0pages. 10.1007\/978-3-031-17666-1_10Series Title: Health Informatics..","DOI":"10.1007\/978-3-031-17666-1_10"},{"key":"e_1_3_3_2_71_2","doi-asserted-by":"publisher","unstructured":"A. Rapp and F. Cena. 2016. Personal informatics for everyday life: How users without prior self-tracking experience engage with personal data. International Journal of Human-Computer Studies 94 (2016) 1\u201317. 10.1016\/j.ijhcs.2016.05.006","DOI":"10.1016\/j.ijhcs.2016.05.006"},{"key":"e_1_3_3_2_72_2","doi-asserted-by":"publisher","unstructured":"Elsy Paola\u00a0Garcia Reyes Ryan Kelly George Buchanan and Jenny Waycott. 2023. Understanding Older Adults\u2019 Experiences With Technologies for Health Self-management Interview Study. JMIR Aging 6:e43197 (2023). Issue 1. 10.2196\/43197","DOI":"10.2196\/43197"},{"key":"e_1_3_3_2_73_2","unstructured":"Oura Ring. 2025. Smart Ring for Fitness Stress. https:\/\/ouraring.com\/. Accessed 10 August 2025.."},{"key":"e_1_3_3_2_74_2","doi-asserted-by":"publisher","unstructured":"R. Robbins A. Seixas L.Walton Masters and and. 2019. Sleep Tracking: A Systematic Review of the Research Using Commercially Available Technology. Current Sleep Medicine Reports 5 (2019) 156\u2013163. 10.1007\/s40675-019-00150-1","DOI":"10.1007\/s40675-019-00150-1"},{"key":"e_1_3_3_2_75_2","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557039"},{"key":"e_1_3_3_2_76_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-67687-6_25"},{"key":"e_1_3_3_2_77_2","doi-asserted-by":"publisher","unstructured":"H. Scott L. Lack and N. Lovato. 2020. A systematic review of the accuracy of sleep wearable devices for estimating sleep onset. Sleep Medicine Reviews 49 (2020) 101227. 10.1016\/j.smrv.2019.101227","DOI":"10.1016\/j.smrv.2019.101227"},{"key":"e_1_3_3_2_78_2","doi-asserted-by":"publisher","unstructured":"Alexander Seifert Anna Schlomann Carina Rietz and Hans\u00a0Rudolf Schelling. 2017. The use of mobile devices for physical activity tracking in older adults\u2019 everyday life. Digital Health 3 (2017). 10.1177\/2055207617740088","DOI":"10.1177\/2055207617740088"},{"key":"e_1_3_3_2_79_2","doi-asserted-by":"publisher","unstructured":"Yi Shan Meng Ji Wenxiu Xie Xiaobo Qian Rongying Li Xiaomin Zhang and Tianyong Hao. 2022. Language Use in Conversational Agent\u2013Based Health Communication. Systematic Review 24 7 (2022) 37403. 10.2196\/37403","DOI":"10.2196\/37403"},{"key":"e_1_3_3_2_80_2","doi-asserted-by":"publisher","unstructured":"Anita\u00a0Valanju Shelgikar Patricia\u00a0F. Anderson and Marc\u00a0R. Stephens. 2016. Sleep Tracking Wearable Technology and Opportunities for Research and Clinical Care. Chest 150 3 (2016) 732\u2013743. 10.1016\/j.chest.2016.04.016","DOI":"10.1016\/j.chest.2016.04.016"},{"key":"e_1_3_3_2_81_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445180"},{"key":"e_1_3_3_2_82_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025947"},{"key":"e_1_3_3_2_83_2","volume-title":"https:\/\/www.sleepfoundation.org\/aging-and-sleep","year":"2025","unstructured":"SleepFoundation. 2025. https:\/\/www.sleepfoundation.org\/aging-and-sleep. https:\/\/www.sleepfoundation.org\/aging-and-sleep Accessed: 2025-08-30."},{"key":"e_1_3_3_2_84_2","doi-asserted-by":"publisher","unstructured":"Jianna So Samantha Estrada Matthew J\u00f6rke Eva Bianchi Maria Wang Nava Haghighi Kristen\u00a0L. Fessele James\u00a0A. Landay and Andrea Cuadra. 2024. \u2019They Make Us Old Before We\u2019re Old\u2019: Designing Ethical Health Technology with and for Older Adults. Proceedings of the ACM on Human-Computer InteractionCSCW2 (2024) 1\u201330. 10.1145\/3687017","DOI":"10.1145\/3687017"},{"key":"e_1_3_3_2_85_2","doi-asserted-by":"publisher","unstructured":"Ewan Soubutts Amid Ayobi Rachel Eardley Kirsten Cater and Aisling\u00a0Ann O\u2019Kane. 2021. Aging in place together: the journey towards adoption and acceptance of stairlifts in multi-resident homes. Proceedings of the ACM on Human-Computer Interaction 5 CSCW2 (2021) 1\u201326. 10.1145\/347606","DOI":"10.1145\/347606"},{"key":"e_1_3_3_2_86_2","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702558"},{"key":"e_1_3_3_2_87_2","doi-asserted-by":"publisher","unstructured":"E. Teixeira H. Fonseca F. Diniz-Sousa L. Veras G. Boppre J. Oliveira D. Pinto A.J. Alves A. Barbosa and R. Mendes. 2021. Wearable devices for physical activity and healthcare monitoring in elderly people: a critical review. Geriatrics 6 (2021) 38. 10.3390\/geriatrics6020038","DOI":"10.3390\/geriatrics6020038"},{"key":"e_1_3_3_2_88_2","doi-asserted-by":"publisher","DOI":"10.1145\/3460418.3479330"},{"key":"e_1_3_3_2_89_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-74605-6_48"},{"key":"e_1_3_3_2_90_2","doi-asserted-by":"crossref","unstructured":"Justine van Acker Laura Maenhout and Sofie Compernolle. 2023. Older adults\u2019 user engagement with mobile health: A systematic review of qualitative and mixed-methods studies. Innov. Aging 7 2 (Jan. 2023) igad007.","DOI":"10.1093\/geroni\/igad007"},{"key":"e_1_3_3_2_91_2","doi-asserted-by":"publisher","unstructured":"Dimitri Vargemidis Kathrin Gerling Vero\u00a0Vanden Abeele and Luc Geurts. 2023. Performance and Pleasure: Exploring the Perceived Usefulness and Appeal of Physical Activity Data Visualizations with Older Adults. ACM Trans. Access. Comput 16 3 Article 21 (2023) 35. 10.1145\/3615664","DOI":"10.1145\/3615664"},{"key":"e_1_3_3_2_92_2","doi-asserted-by":"publisher","unstructured":"Dimitri Vargemidis Kathrin Gerling Katta Spiel Vero\u00a0Vanden Abeele and Luc Geurts. 2020. Wearable Physical Activity Tracking Systems for Older Adults\u2014A Systematic Review. ACM Trans. Comput. Healthcare 1 4 Article 25 (2020) 37. 10.1145\/3402523","DOI":"10.1145\/3402523"},{"key":"e_1_3_3_2_93_2","doi-asserted-by":"publisher","unstructured":"John Vines Gary Pritchard Peter Wright Patrick Olivier and Katie Brittain. 2015. An Age-Old Problem: Examining the Discourses of Ageing in HCI and Strategies for Future Research. ACM Trans. Comput.-Hum. Interact. 22 1 Article 2 (Feb. 2015) 27\u00a0pages. 10.1145\/2696867","DOI":"10.1145\/2696867"},{"key":"e_1_3_3_2_94_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642170"},{"key":"e_1_3_3_2_95_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173949"},{"key":"e_1_3_3_2_96_2","unstructured":"S.L. Worley. 2018. The Extraordinary Importance of Sleep: The Detrimental Effects of Inadequate Sleep on Health and Public Safety Drive an Explosion of Sleep Research. P & T: A Peer-Reviewed Journal for Formulary Management 43 12 (2018) 758\u2013763."}],"event":{"name":"CHI 2026: CHI Conference on Human Factors in Computing Systems","location":"Barcelona Spain","acronym":"CHI '26","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3772318.3791510","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T09:51:56Z","timestamp":1776419516000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3772318.3791510"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,13]]},"references-count":95,"alternative-id":["10.1145\/3772318.3791510","10.1145\/3772318"],"URL":"https:\/\/doi.org\/10.1145\/3772318.3791510","relation":{},"subject":[],"published":{"date-parts":[[2026,4,13]]},"assertion":[{"value":"2026-04-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}