{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T23:51:06Z","timestamp":1776124266507,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":239,"publisher":"ACM","funder":[{"DOI":"10.13039\/100007567","name":"City University of Hong Kong","doi-asserted-by":"publisher","award":["9610597"],"award-info":[{"award-number":["9610597"]}],"id":[{"id":"10.13039\/100007567","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,7,5]]},"DOI":"10.1145\/3715336.3735746","type":"proceedings-article","created":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T10:12:39Z","timestamp":1751623959000},"page":"2847-2866","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":14,"title":["Reflecting Upon The Unintended Consequences of Personal Informatics Systems: A Systematic Review of Empirical Studies"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2016-4080","authenticated-orcid":false,"given":"Yuhan","family":"Luo","sequence":"first","affiliation":[{"name":"Department of Computer Science, City University of Hong Kong, Hong Kong, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9436-7940","authenticated-orcid":false,"given":"Xinning","family":"Gui","sequence":"additional","affiliation":[{"name":"College of Information Sciences and Technology, The Pennsylvania State University, University Park, Pennsylvania, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8122-6252","authenticated-orcid":false,"given":"Xianghua(Sharon)","family":"Ding","sequence":"additional","affiliation":[{"name":"School of Computing Science, University of Glasgow, Glasgow, Lanarkshire, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-3702-9689","authenticated-orcid":false,"given":"Xi","family":"Zheng","sequence":"additional","affiliation":[{"name":"City University of Hong Kong, Hong Kong, Hong Kong"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-0794-5938","authenticated-orcid":false,"given":"Rie Helene (Lindy)","family":"Hernandez","sequence":"additional","affiliation":[{"name":"College of Information Sciences and Technology, The Pennsylvania State University, University Park, Pennsylvania, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1662-4718","authenticated-orcid":false,"given":"Zhuoyang","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Industrial Design, Eindhoven University of Technology, Eindhoven, Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9223-9593","authenticated-orcid":false,"given":"Qiurong","family":"Song","sequence":"additional","affiliation":[{"name":"College of Information Sciences and Technology, The Pennsylvania State University, State College, Pennsylvania, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,7,4]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"publisher","unstructured":"Deemah Alqahtani Caroline Jay and Markel Vigo. 2020. The effect of goal moderation on the achievement and satisfaction of physical activity goals. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 4 4 (2020) 1\u201318. 10.1145\/3432209","DOI":"10.1145\/3432209"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"publisher","unstructured":"Christiane Attig and Thomas Franke. 2019. I track therefore I walk\u2013Exploring the motivational costs of wearing activity trackers in actual users. International Journal of Human-Computer Studies 127 (2019) 211\u2013224. 10.1016\/j.ijhcs.2018.04.007","DOI":"10.1016\/j.ijhcs.2018.04.007"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1145\/2851581.2892406"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376809"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025869"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173602"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.1177\/1541931213601620"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"publisher","unstructured":"Frank Bentley Konrad Tollmar Peter Stephenson Laura Levy Brian Jones Scott Robertson Ed Price Richard Catrambone and Jeff Wilson. 2013. Health Mashups: Presenting statistical patterns between wellbeing data and context in natural language to promote behavior change. ACM Transactions on Computer-Human Interaction (TOCHI) 20 5 (2013) 1\u201327. 10.1145\/2503823","DOI":"10.1145\/2503823"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","unstructured":"Karthik\u00a0S Bhat and Neha Kumar. 2020. Sociocultural dimensions of tracking health and taking care. Proceedings of the ACM on Human-Computer Interaction 4 CSCW2 (2020) 1\u201324. 10.1145\/3415200","DOI":"10.1145\/3415200"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1145\/3501712.3530783"},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","unstructured":"Rik Bootsman Panos Markopoulos Qi Qi Qi Wang and Annick\u00a0AA Timmermans. 2019. Wearable technology for posture monitoring at the workplace. International Journal of Human-Computer Studies 132 (2019) 99\u2013111. 10.1016\/j.ijhcs.2019.08.003","DOI":"10.1016\/j.ijhcs.2019.08.003"},{"key":"e_1_3_3_2_13_2","first-page":"32","volume-title":"Boundaries of adult learning","author":"Boud David","year":"2013","unstructured":"David Boud, Rosemary Keogh, and David Walker. 2013. Promoting reflection in learning a model. In Boundaries of adult learning. Routledge, 32\u201356."},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"crossref","unstructured":"Virginia Braun and Victoria Clarke. 2006. Using thematic analysis in psychology. Qualitative research in psychology 3 2 (2006) 77\u2013101.","DOI":"10.1191\/1478088706qp063oa"},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517737"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1145\/2998181.2998206"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","unstructured":"Clara Caldeira Novia Nurain Anna\u00a0A Heintzman Haley Molchan Kelly Caine George Demiris Katie\u00a0A Siek Blaine Reeder and Kay Connelly. 2023. How do I compare to the other people?\": older adults\u2019 perspectives on personal smart home data for self-management\". Proceedings of the ACM on Human-Computer Interaction 7 CSCW2 (2023) 1\u201332. 10.1145\/3610029","DOI":"10.1145\/3610029"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"publisher","unstructured":"Jessica\u00a0R Cauchard Jeremy Frey Octavia Zahrt Krister Johnson Alia Crum and James\u00a0A Landay. 2019. The positive impact of push vs pull progress feedback: a 6-week activity tracking study in the wild. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 3 3 (2019) 1\u201323. 10.1145\/3351234","DOI":"10.1145\/3351234"},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.1145\/2632048.2636086"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517478"},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642480"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","unstructured":"Eun\u00a0Kyoung Choe Bongshin Lee et\u00a0al. 2015. Characterizing visualization insights from quantified selfers\u2019 personal data presentations. IEEE computer graphics and applications 35 4 (2015) 28\u201337. 10.1109\/MCG.2015.51","DOI":"10.1109\/MCG.2015.51"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2804266"},{"key":"e_1_3_3_2_24_2","first-page":"825","volume-title":"AMIA annual symposium proceedings","author":"Choe Eun\u00a0Kyoung","year":"2013","unstructured":"Eun\u00a0Kyoung Choe, Bongshin Lee, Sean Munson, Wanda Pratt, and Julie\u00a0A Kientz. 2013. Persuasive performance feedback: The effect of framing on self-efficacy. In AMIA annual symposium proceedings, Vol.\u00a02013. American Medical Informatics Association, 825. https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC3900219\/"},{"key":"e_1_3_3_2_25_2","doi-asserted-by":"publisher","DOI":"10.1145\/3154862.3154881"},{"key":"e_1_3_3_2_26_2","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557372"},{"key":"e_1_3_3_2_27_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445706"},{"key":"e_1_3_3_2_28_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025747"},{"key":"e_1_3_3_2_29_2","doi-asserted-by":"publisher","DOI":"10.1145\/2818048.2819926"},{"key":"e_1_3_3_2_30_2","doi-asserted-by":"publisher","unstructured":"Chia-Fang Chung Nanna Gorm Irina\u00a0A. Shklovski and Sean Munson. 2017. Finding the Right Fit: Understanding Health Tracking in Workplace Wellness Programs. Association for Computing Machinery New York NY USA. 10.1145\/3025453.3025510","DOI":"10.1145\/3025453.3025510"},{"key":"e_1_3_3_2_31_2","doi-asserted-by":"publisher","unstructured":"Chia-Fang Chung Qiaosi Wang Jessica Schroeder Allison Cole Jasmine Zia James Fogarty and Sean\u00a0A Munson. 2019. Identifying and planning for individualized change: patient-provider collaboration using lightweight food diaries in healthy eating and irritable bowel syndrome. Proceedings of the ACM on interactive mobile wearable and ubiquitous technologies 3 1 (2019) 1\u201327. 10.1145\/3314394","DOI":"10.1145\/3314394"},{"key":"e_1_3_3_2_32_2","doi-asserted-by":"crossref","unstructured":"Victoria Clarke and Virginia Braun. 2021. Thematic analysis: a practical guide. Thematic Analysis (2021) 1\u2013100.","DOI":"10.1007\/978-3-319-69909-7_3470-2"},{"key":"e_1_3_3_2_33_2","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2807554"},{"key":"e_1_3_3_2_34_2","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376153"},{"key":"e_1_3_3_2_35_2","doi-asserted-by":"publisher","unstructured":"Ashley Colley Bastian Pfleging Florian Alt and Jonna H\u00e4kkil\u00e4. 2020. Exploring public wearable display of wellness tracker data. International Journal of Human-Computer Studies 138 (2020) 102408. 10.1016\/j.ijhcs.2020.102408","DOI":"10.1016\/j.ijhcs.2020.102408"},{"key":"e_1_3_3_2_36_2","doi-asserted-by":"publisher","DOI":"10.1145\/1124772.1124840"},{"key":"e_1_3_3_2_37_2","doi-asserted-by":"publisher","unstructured":"Sunny Consolvo Predrag Klasnja David\u00a0W. McDonald Daniel Avrahami Jon Froehlich Louis LeGrand Ryan Libby Keith Mosher and James\u00a0A. Landay. 2008. Flowers or a Robot Army? Encouraging Awareness & Activity with Personal Mobile Displays. Association for Computing Machinery New York NY USA. 10.1145\/1409635.1409644","DOI":"10.1145\/1409635.1409644"},{"key":"e_1_3_3_2_38_2","doi-asserted-by":"publisher","DOI":"10.1145\/1357054.1357335"},{"key":"e_1_3_3_2_39_2","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702154"},{"key":"e_1_3_3_2_40_2","doi-asserted-by":"publisher","unstructured":"Mayara Costa\u00a0Figueiredo Clara Caldeira Elizabeth\u00a0Victoria Eikey Melissa Mazmanian and Yunan Chen. 2018. Engaging with health data: The interplay between self-tracking activities and emotions in fertility struggles. Proceedings of the ACM on Human-Computer Interaction 2 CSCW (2018) 1\u201320. 10.1145\/3274309","DOI":"10.1145\/3274309"},{"key":"e_1_3_3_2_41_2","doi-asserted-by":"publisher","unstructured":"Mayara Costa\u00a0Figueiredo Clara Caldeira Tera\u00a0L Reynolds Sean Victory Kai Zheng and Yunan Chen. 2017. Self-tracking for fertility care: collaborative support for a highly personalized problem. Proceedings of the ACM on Human-Computer Interaction 1 CSCW (2017) 1\u201321. 10.1145\/3134671","DOI":"10.1145\/3134671"},{"key":"e_1_3_3_2_42_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445189"},{"key":"e_1_3_3_2_43_2","doi-asserted-by":"publisher","unstructured":"Mayara Costa\u00a0Figueiredo H\u00a0Irene Su and Yunan Chen. 2021. Using data to approach the unknown: Patients\u2019 and healthcare providers? Data practices in fertility challenges. Proceedings of the ACM on Human-Computer Interaction 4 CSCW3 (2021) 1\u201335. 10.1145\/3432926","DOI":"10.1145\/3432926"},{"key":"e_1_3_3_2_44_2","doi-asserted-by":"publisher","unstructured":"Nediyana Daskalova Bongshin Lee Jeff Huang Chester Ni and Jessica Lundin. 2018. Investigating the effectiveness of cohort-based sleep recommendations. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 2 3 (2018) 1\u201319. 10.1145\/3264911","DOI":"10.1145\/3264911"},{"key":"e_1_3_3_2_45_2","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376584"},{"key":"e_1_3_3_2_46_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3174112"},{"key":"e_1_3_3_2_47_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300600"},{"key":"e_1_3_3_2_48_2","doi-asserted-by":"publisher","unstructured":"Catherine D\u2019Ignazio. 2017. Creative data literacy: Bridging the gap between the data-haves and data-have nots. Information Design Journal 23 1 (2017) 6\u201318. 10.1075\/idj.23.1.03dig","DOI":"10.1075\/idj.23.1.03dig"},{"key":"e_1_3_3_2_49_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445763"},{"key":"e_1_3_3_2_50_2","doi-asserted-by":"publisher","DOI":"10.1145\/2998181.2998365"},{"key":"e_1_3_3_2_51_2","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/7221.001.0001"},{"key":"e_1_3_3_2_52_2","doi-asserted-by":"publisher","unstructured":"Paul Dourish. 2003. What we talk about when we talk about context. Personal and ubiquitous computing 8 (2003) 19\u201330. 10.1007\/s00779-003-0253-8","DOI":"10.1007\/s00779-003-0253-8"},{"key":"e_1_3_3_2_53_2","doi-asserted-by":"publisher","DOI":"10.4108\/icst.pervasivehealth.2014.254950"},{"key":"e_1_3_3_2_54_2","doi-asserted-by":"publisher","unstructured":"Elizabeth\u00a0Victoria Eikey Clara\u00a0Marques Caldeira Mayara\u00a0Costa Figueiredo Yunan Chen Jessica\u00a0L Borelli Melissa Mazmanian and Kai Zheng. 2021. Beyond self-reflection: introducing the concept of rumination in personal informatics. Personal and Ubiquitous Computing 25 3 (2021) 601\u2013616. 10.1007\/s00779-021-01573-w","DOI":"10.1007\/s00779-021-01573-w"},{"key":"e_1_3_3_2_55_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025591"},{"key":"e_1_3_3_2_56_2","doi-asserted-by":"publisher","unstructured":"Tina Ekhtiar Arma\u011fan Karahano\u011flu R\u00faben Gouveia and Geke Ludden. 2023. Goals for Goal Setting: A Scoping Review on Personal Informatics. (2023). 10.1145\/3563657.3596087","DOI":"10.1145\/3563657.3596087"},{"key":"e_1_3_3_2_57_2","doi-asserted-by":"publisher","DOI":"10.1145\/3064663.3064714"},{"key":"e_1_3_3_2_58_2","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858103"},{"key":"e_1_3_3_2_59_2","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858173"},{"key":"e_1_3_3_2_60_2","doi-asserted-by":"publisher","DOI":"10.1145\/2598510.2598558"},{"key":"e_1_3_3_2_61_2","doi-asserted-by":"publisher","DOI":"10.1145\/2493432.2493433"},{"key":"e_1_3_3_2_62_2","doi-asserted-by":"publisher","unstructured":"Daniel\u00a0A Epstein Clara Caldeira Mayara\u00a0Costa Figueiredo Xi Lu Lucas\u00a0M Silva Lucretia Williams Jong\u00a0Ho Lee Qingyang Li Simran Ahuja Qiuer Chen et\u00a0al. 2020. Mapping and taking stock of the personal informatics literature. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 4 4 (2020) 1\u201338. 10.1145\/3432231","DOI":"10.1145\/3432231"},{"key":"e_1_3_3_2_63_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025635"},{"key":"e_1_3_3_2_64_2","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2804250"},{"key":"e_1_3_3_2_65_2","doi-asserted-by":"publisher","unstructured":"Andrey Esakia Scott McCrickard Samantha Harden Michael Horning and NithyaPriya Ramalingam. 2020. Using smartwatches to facilitate a group dynamics-based statewide physical activity intervention. International Journal of Human-Computer Studies 142 (2020) 102501. 10.1016\/j.ijhcs.2020.102501","DOI":"10.1016\/j.ijhcs.2020.102501"},{"key":"e_1_3_3_2_66_2","doi-asserted-by":"crossref","unstructured":"Shan Feng Matti M\u00e4ntym\u00e4ki Amandeep Dhir Hannu Salmela et\u00a0al. 2021. How self-tracking and the quantified self promote health and well-being: systematic review. Journal of Medical Internet Research 23 9 (2021) e25171. https:\/\/www.jmir.org\/2021\/9\/e25171\/","DOI":"10.2196\/25171"},{"key":"e_1_3_3_2_67_2","doi-asserted-by":"publisher","unstructured":"Mayara\u00a0Costa Figueiredo Elizabeth Ankrah Jacquelyn\u00a0E Powell Daniel\u00a0A Epstein and Yunan Chen. 2024. Powered by AI: Examining How AI Descriptions Influence Perceptions of Fertility Tracking Applications. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 7 4 (2024) 1\u201324. 10.1145\/3631414","DOI":"10.1145\/3631414"},{"key":"e_1_3_3_2_68_2","doi-asserted-by":"publisher","DOI":"10.1145\/1952222.1952269"},{"key":"e_1_3_3_2_69_2","doi-asserted-by":"publisher","unstructured":"Sarah\u00a0E Fox Amanda Menking Jordan Eschler and Uba Backonja. 2020. Multiples over models: interrogating the past and collectively reimagining the future of menstrual sensemaking. ACM Transactions on Computer-Human Interaction (TOCHI) 27 4 (2020) 1\u201324. 10.1145\/3397178","DOI":"10.1145\/3397178"},{"key":"e_1_3_3_2_70_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3580938"},{"key":"e_1_3_3_2_71_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445555"},{"key":"e_1_3_3_2_72_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173581"},{"key":"e_1_3_3_2_73_2","doi-asserted-by":"publisher","unstructured":"Geneva Gay and Kipchoge Kirkland. 2003. Developing cultural critical consciousness and self-reflection in preservice teacher education. Theory into practice 42 3 (2003) 181\u2013187. 10.1207\/s15430421tip4203_3","DOI":"10.1207\/s15430421tip4203_3"},{"key":"e_1_3_3_2_74_2","doi-asserted-by":"publisher","DOI":"10.1145\/3563657.3596050"},{"key":"e_1_3_3_2_75_2","doi-asserted-by":"publisher","unstructured":"Daniel Gooch Blaine\u00a0A Price Anna Klis-Davies and Julie Webb. 2021. A Design Exploration of Health-Related Community Displays. Proceedings of the ACM on Human-Computer Interaction 5 CSCW1 (2021) 1\u201322. 10.1145\/3449159","DOI":"10.1145\/3449159"},{"key":"e_1_3_3_2_76_2","doi-asserted-by":"publisher","DOI":"10.1145\/2818048.2819944"},{"key":"e_1_3_3_2_77_2","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2804290"},{"key":"e_1_3_3_2_78_2","doi-asserted-by":"publisher","unstructured":"Elaine\u00a0Marie Grech Marie Briguglio and Emanuel Said. 2024. A field experiment on gamification of physical activity\u2013Effects on motivation and steps. International Journal of Human-Computer Studies 184 (2024) 103205. 10.1016\/j.ijhcs.2023.103205","DOI":"10.1016\/j.ijhcs.2023.103205"},{"key":"e_1_3_3_2_79_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025654"},{"key":"e_1_3_3_2_80_2","doi-asserted-by":"publisher","unstructured":"Xinning Gui Yunan Chen and Kathleen\u00a0H Pine. 2018. Navigating the Healthcare Service\" Black Box\" Individual Competence and Fragmented System. Proceedings of the ACM on Human-Computer Interaction 2 CSCW (2018) 1\u201326. 10.1145\/3274330","DOI":"10.1145\/3274330"},{"key":"e_1_3_3_2_81_2","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702502"},{"key":"e_1_3_3_2_82_2","doi-asserted-by":"publisher","unstructured":"Teresa\u00a0M Harmon Rosemery\u00a0O Nelson and Steven\u00a0C Hayes. 1980. Self-monitoring of mood versus activity by depressed clients. Journal of consulting and clinical psychology 48 1 (1980) 30. 10.1037\/0022-006X.48.1.30","DOI":"10.1037\/0022-006X.48.1.30"},{"key":"e_1_3_3_2_83_2","doi-asserted-by":"publisher","unstructured":"Daniel Harrison Paul Marshall Nadia Bianchi-Berthouze and Jon Bird. 2015. Activity Tracking: Barriers Workarounds and Customisation. Association for Computing Machinery New York NY USA. 10.1145\/2750858.2805832","DOI":"10.1145\/2750858.2805832"},{"key":"e_1_3_3_2_84_2","first-page":"1","volume-title":"Alt. Chi. Session at the SIGCHI Conference on human factors in computing systems San Jose, California, USA","author":"Harrison Steve","year":"2007","unstructured":"Steve Harrison, Deborah Tatar, and Phoebe Sengers. 2007. The three paradigms of HCI. In Alt. Chi. Session at the SIGCHI Conference on human factors in computing systems San Jose, California, USA. 1\u201318. https:\/\/www.researchgate.net\/publication\/215835951_The_three_paradigms_of_HCI"},{"key":"e_1_3_3_2_85_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517669"},{"key":"e_1_3_3_2_86_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581505"},{"key":"e_1_3_3_2_87_2","doi-asserted-by":"publisher","DOI":"10.1145\/3329189.3329239"},{"key":"e_1_3_3_2_88_2","doi-asserted-by":"publisher","DOI":"10.1145\/2675133.2675252"},{"key":"e_1_3_3_2_89_2","doi-asserted-by":"publisher","unstructured":"Jinkyu Jang and Jinwoo Kim. 2020. Healthier life with digital companions: Effects of reflection-level and statement-type of messages on behavior change via a perceived companion. International Journal of Human\u2013Computer Interaction 36 2 (2020) 172\u2013189. 10.1080\/10447318.2019.1615722","DOI":"10.1080\/10447318.2019.1615722"},{"key":"e_1_3_3_2_90_2","doi-asserted-by":"publisher","DOI":"10.1145\/3196709.3196738"},{"key":"e_1_3_3_2_91_2","doi-asserted-by":"publisher","unstructured":"Daoyan Jin Hallgeir Halvari Natalia Maehle and Anja\u00a0H Olafsen. 2022. Self-tracking behaviour in physical activity: a systematic review of drivers and outcomes of fitness tracking. Behaviour & Information Technology 41 2 (2022) 242\u2013261. 10.1080\/0144929X.2020.1801840","DOI":"10.1080\/0144929X.2020.1801840"},{"key":"e_1_3_3_2_92_2","doi-asserted-by":"publisher","unstructured":"Eunkyung Jo Seora Park Hyeonseok Bang Youngeun Hong Yeni Kim Jungwon Choi Bung\u00a0Nyun Kim Daniel\u00a0A Epstein and Hwajung Hong. 2022. GeniAuti: Toward Data-Driven Interventions to Challenging Behaviors of Autistic Children through Caregivers\u2019 Tracking. Proceedings of the ACM on Human-Computer Interaction 6 CSCW1 (2022) 1\u201327. 10.1145\/3512939","DOI":"10.1145\/3512939"},{"key":"e_1_3_3_2_93_2","doi-asserted-by":"publisher","unstructured":"Eunkyung Jo Austin\u00a0L. Toombs Colin\u00a0M. Gray and Hwajung Hong. 2020. Understanding Parenting Stress through Co-Designed Self-Trackers. Association for Computing Machinery New York NY USA. 10.1145\/3313831.3376359","DOI":"10.1145\/3313831.3376359"},{"key":"e_1_3_3_2_94_2","doi-asserted-by":"publisher","unstructured":"Jasmine Jones Ye Yuan and Svetlana Yarosh. 2021. Be consistent work the program be present every day: exploring Technologies for Self-Tracking in early recovery. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 5 4 (2021) 1\u201326. 10.1145\/3494955","DOI":"10.1145\/3494955"},{"key":"e_1_3_3_2_95_2","doi-asserted-by":"publisher","unstructured":"Kazi\u00a0Sinthia Kabir Stacey\u00a0A. Kenfield Erin\u00a0L. Van\u00a0Blarigan June\u00a0M. Chan and Jason Wiese. 2022. Ask the Users: A Case Study of Leveraging User-Centered Design for Designing Just-in-Time Adaptive Interventions (JITAIs). 6 2 (2022). 10.1145\/3534612","DOI":"10.1145\/3534612"},{"key":"e_1_3_3_2_96_2","doi-asserted-by":"publisher","unstructured":"Kazi\u00a0Sinthia Kabir and Jason Wiese. 2023. A Meta-Synthesis of the Barriers and Facilitators for Personal Informatics Systems. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 7 3 (2023) 1\u201335. 10.1145\/3610893","DOI":"10.1145\/3610893"},{"key":"e_1_3_3_2_97_2","doi-asserted-by":"publisher","unstructured":"Emily\u00a0B Kahn Leigh\u00a0T Ramsey Ross\u00a0C Brownson Gregory\u00a0W Heath Elizabeth\u00a0H Howze Kenneth\u00a0E Powell Elaine\u00a0J Stone Mummy\u00a0W Rajab and Phaedra Corso. 2002. The effectiveness of interventions to increase physical activity: a systematic review. American journal of preventive medicine 22 4 (2002) 73\u2013107. 10.1016\/S0749-3797(02)00434-8","DOI":"10.1016\/S0749-3797(02)00434-8"},{"key":"e_1_3_3_2_98_2","doi-asserted-by":"publisher","unstructured":"Vaiva Kalnikait\u0117 and Steve Whittaker. 2011. A saunter down memory lane: Digital reflection on personal mementos. International Journal of Human-Computer Studies 69 5 (2011) 298\u2013310. 10.1016\/j.ijhcs.2010.12.004","DOI":"10.1016\/j.ijhcs.2010.12.004"},{"key":"e_1_3_3_2_99_2","doi-asserted-by":"publisher","unstructured":"Ravi Karkar Rafal Kocielnik Xiaoyi Zhang Jasmine Zia George\u00a0N Ioannou Sean\u00a0A Munson and James Fogarty. 2018. Beacon: Designing a portable device for self-administering a measure of critical flicker frequency. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 2 3 (2018) 1\u201327. 10.1145\/3264927","DOI":"10.1145\/3264927"},{"key":"e_1_3_3_2_100_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025480"},{"key":"e_1_3_3_2_101_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581502"},{"key":"e_1_3_3_2_102_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3174077"},{"key":"e_1_3_3_2_103_2","doi-asserted-by":"publisher","DOI":"10.1145\/2370216.2370253"},{"key":"e_1_3_3_2_104_2","doi-asserted-by":"publisher","unstructured":"Alan\u00a0E Kazdin. 1974. Reactive self-monitoring: the effects of response desirability goal setting and feedback. Journal of consulting and clinical psychology 42 5 (1974) 704. 10.1037\/h0037050","DOI":"10.1037\/h0037050"},{"key":"e_1_3_3_2_105_2","doi-asserted-by":"publisher","DOI":"10.1145\/2998181.2998303"},{"key":"e_1_3_3_2_106_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025750"},{"key":"e_1_3_3_2_107_2","doi-asserted-by":"publisher","unstructured":"Elisabeth\u00a0T Kersten-van Dijk Joyce\u00a0HDM Westerink Femke Beute and Wijnand\u00a0A IJsselsteijn. 2017. Personal informatics self-insight and behavior change: a critical review of current literature. Human\u2013Computer Interaction 32 5-6 (2017) 268\u2013296. 10.1080\/07370024.2016.1276456","DOI":"10.1080\/07370024.2016.1276456"},{"key":"e_1_3_3_2_108_2","doi-asserted-by":"publisher","unstructured":"Khalid\u00a0S Khan Regina Kunz Jos Kleijnen and Gerd Antes. 2003. Five steps to conducting a systematic review. Journal of the royal society of medicine 96 3 (2003) 118\u2013121. 10.1177\/014107680309600304","DOI":"10.1177\/014107680309600304"},{"key":"e_1_3_3_2_109_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025980"},{"key":"e_1_3_3_2_110_2","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557144"},{"key":"e_1_3_3_2_111_2","doi-asserted-by":"publisher","unstructured":"Rohit\u00a0Ashok Khot Larissa Hjorth and Florian Mueller. 2020. Shelfie: a framework for designing material representations of physical activity data. ACM Transactions on Computer-Human Interaction (TOCHI) 27 3 (2020) 1\u201352. 10.1145\/3379539","DOI":"10.1145\/3379539"},{"key":"e_1_3_3_2_112_2","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702197"},{"key":"e_1_3_3_2_113_2","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2466467"},{"key":"e_1_3_3_2_114_2","doi-asserted-by":"publisher","DOI":"10.1145\/3532106.3533465"},{"key":"e_1_3_3_2_115_2","doi-asserted-by":"publisher","unstructured":"Hyung-Min Kim Inje Cho and Minseong Kim. 2022. Gamification aspects of fitness apps: Implications of mHealth for physical activities. International Journal of Human\u2013Computer Interaction (2022) 1\u201314. 10.1080\/10447318.2022.2073322","DOI":"10.1080\/10447318.2022.2073322"},{"key":"e_1_3_3_2_116_2","doi-asserted-by":"publisher","DOI":"10.1145\/3329189.3329209"},{"key":"e_1_3_3_2_117_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517701"},{"key":"e_1_3_3_2_118_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025570"},{"key":"e_1_3_3_2_119_2","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858145"},{"key":"e_1_3_3_2_120_2","doi-asserted-by":"publisher","unstructured":"Yoojung Kim Hee-Tae Jung Joonwoo Park Yangsoo Kim Nathan Ramasarma Paolo Bonato Eun\u00a0Kyoung Choe and Sunghoon\u00a0Ivan Lee. 2019. Towards the design of a ring sensor-based mHealth system to achieve optimal motor function in stroke survivors. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 3 4 (2019) 1\u201326. 10.1145\/3369817","DOI":"10.1145\/3369817"},{"key":"e_1_3_3_2_121_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300845"},{"key":"e_1_3_3_2_122_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517457"},{"key":"e_1_3_3_2_123_2","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858428"},{"key":"e_1_3_3_2_124_2","doi-asserted-by":"publisher","unstructured":"Young-Ho Kim Jae\u00a0Ho Jeon Bongshin Lee Eun\u00a0Kyoung Choe and Jinwook Seo. 2017. OmniTrack: A flexible self-tracking approach leveraging semi-automated tracking. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 1 3 (2017) 1\u201328. 10.1145\/3130930","DOI":"10.1145\/3130930"},{"key":"e_1_3_3_2_125_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445421"},{"key":"e_1_3_3_2_126_2","doi-asserted-by":"crossref","unstructured":"Predrag Klasnja and Wanda Pratt. 2012. Healthcare in the pocket: mapping the space of mobile-phone health interventions. Journal of biomedical informatics 45 1 (2012) 184\u2013198. https:\/\/pubmed.ncbi.nlm.nih.gov\/21925288\/","DOI":"10.1016\/j.jbi.2011.08.017"},{"key":"e_1_3_3_2_127_2","doi-asserted-by":"publisher","unstructured":"Megan Knittel Faye Kollig Abrielle Mason and Rick Wash. 2021. Anyone else have this experience: Sharing the emotional labor of tracking data about me. Proceedings of the ACM on Human-Computer Interaction 5 CSCW1 (2021) 1\u201330. 10.1145\/3449153","DOI":"10.1145\/3449153"},{"key":"e_1_3_3_2_128_2","doi-asserted-by":"publisher","unstructured":"Rafal Kocielnik Lillian Xiao Daniel Avrahami and Gary Hsieh. 2018. Reflection Companion: A Conversational System for Engaging Users in Reflection on Physical Activity. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 2 2 (2018) 70. 10.1145\/3214273","DOI":"10.1145\/3214273"},{"key":"e_1_3_3_2_129_2","doi-asserted-by":"publisher","unstructured":"Samantha Kolovson Calvin Liang Sean\u00a0A Munson and Kate Starbird. 2020. Personal data and power asymmetries in us collegiate sports teams. Proceedings of the ACM on Human-Computer Interaction 4 GROUP (2020) 1\u201327. 10.1145\/3375185","DOI":"10.1145\/3375185"},{"key":"e_1_3_3_2_130_2","doi-asserted-by":"publisher","unstructured":"William\u00a0J Korotitsch and Rosemery\u00a0O Nelson-Gray. 1999. An overview of self-monitoring research in assessment and treatment. Psychological Assessment 11 4 (1999) 415. 10.1037\/1040-3590.11.4.415","DOI":"10.1037\/1040-3590.11.4.415"},{"key":"e_1_3_3_2_131_2","doi-asserted-by":"publisher","unstructured":"Yubo Kou and Xinning Gui. 2018. Entangled with numbers: Quantified self and others in a team-based online game. Proceedings of the ACM on Human-Computer Interaction 2 CSCW (2018) 1\u201325. 10.1145\/3274362","DOI":"10.1145\/3274362"},{"key":"e_1_3_3_2_132_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. Proceedings of the ACM on Human-Computer Interaction 6 MHCI (2022) 1\u201319. 10.1145\/3546720","DOI":"10.1145\/3546720"},{"key":"e_1_3_3_2_133_2","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557111"},{"key":"e_1_3_3_2_134_2","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2481345"},{"key":"e_1_3_3_2_135_2","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2804288"},{"key":"e_1_3_3_2_136_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3174146"},{"key":"e_1_3_3_2_137_2","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2807552"},{"key":"e_1_3_3_2_138_2","doi-asserted-by":"crossref","unstructured":"Soren Leth John Hansen Olav\u00a0W Nielsen and Birthe Dinesen. 2017. Evaluation of commercial self-monitoring devices for clinical purposes: results from the future patient trial phase I. Sensors 17 1 (2017) 211. https:\/\/pubmed.ncbi.nlm.nih.gov\/28117736\/","DOI":"10.3390\/s17010211"},{"key":"e_1_3_3_2_139_2","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753409"},{"key":"e_1_3_3_2_140_2","doi-asserted-by":"publisher","DOI":"10.1145\/2030112.2030166"},{"key":"e_1_3_3_2_141_2","doi-asserted-by":"publisher","unstructured":"Ian Li Anind\u00a0K Dey and Jodi Forlizzi. 2012. Using context to reveal factors that affect physical activity. ACM Transactions on Computer-Human Interaction (TOCHI) 19 1 (2012) 1\u201321. 10.1145\/2147783.2147790","DOI":"10.1145\/2147783.2147790"},{"key":"e_1_3_3_2_142_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642479"},{"key":"e_1_3_3_2_143_2","doi-asserted-by":"publisher","unstructured":"Zilu Liang and Bernd Ploderer. 2020. How does Fitbit measure brainwaves: a qualitative study into the credibility of sleep-tracking technologies. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 4 1 (2020) 1\u201329. 10.1145\/3380994","DOI":"10.1145\/3380994"},{"key":"e_1_3_3_2_144_2","unstructured":"UNC Health\u00a0Science Library. 2022. Systematic Reviews: Step 6: Assess Quality of Included Studies. https:\/\/guides.lib.unc.edu\/systematic-reviews\/assess-quality. Accessed: 2024-07-15."},{"key":"e_1_3_3_2_145_2","doi-asserted-by":"publisher","DOI":"10.1007\/11853565_16"},{"key":"e_1_3_3_2_146_2","doi-asserted-by":"publisher","unstructured":"Si\u00e2n\u00a0E Lindley Maxine Glancy Richard Harper Dave Randall and Nicola Smyth. 2011. \u201cOh and how things just don\u2019t change the more things stay the same\u201d: Reflections on SenseCam images 18 months after capture. International Journal of Human-Computer Studies 69 5 (2011) 311\u2013323. 10.1016\/j.ijhcs.2010.12.010","DOI":"10.1016\/j.ijhcs.2010.12.010"},{"key":"e_1_3_3_2_147_2","doi-asserted-by":"publisher","unstructured":"Kai Lukoff Taoxi Li Yuan Zhuang and Brian\u00a0Y. Lim. 2018. TableChat: Mobile Food Journaling to Facilitate Family Support for Healthy Eating. 2 CSCW (2018). 10.1145\/3274383","DOI":"10.1145\/3274383"},{"key":"e_1_3_3_2_148_2","doi-asserted-by":"publisher","DOI":"10.1145\/3461778.3462074"},{"key":"e_1_3_3_2_149_2","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376616"},{"key":"e_1_3_3_2_150_2","doi-asserted-by":"publisher","unstructured":"Yuhan Luo Bongshin Lee Young-Ho Kim Eun\u00a0Kyoung Choe et\u00a0al. 2022. NoteWordy: Investigating Touch and Speech Input on Smartphones for Personal Data Capture. proc. of the ACM on Human-Computer Interaction Interactive Surfaces and Spaces (ISS) (To appear) (2022). 10.1145\/3567734","DOI":"10.1145\/3567734"},{"key":"e_1_3_3_2_151_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300822"},{"key":"e_1_3_3_2_152_2","doi-asserted-by":"publisher","unstructured":"Yuhan Luo Chi\u00a0Young Oh Beth St\u00a0Jean and Eun\u00a0Kyoung Choe. 2020. Interrelationships Between Patients\u2019 Data Tracking Practices Data Sharing Practices and Health Literacy: Onsite Survey Study. Journal of Medical Internet Research 22 12 (2020) e18937. 10.2196\/18937","DOI":"10.2196\/18937"},{"key":"e_1_3_3_2_153_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642255"},{"key":"e_1_3_3_2_154_2","volume-title":"Dear data","author":"Lupi Giorgia","year":"2016","unstructured":"Giorgia Lupi and Stefanie Posavec. 2016. Dear data. Chronicle books."},{"key":"e_1_3_3_2_155_2","doi-asserted-by":"publisher","DOI":"10.1145\/2686612.2686623"},{"key":"e_1_3_3_2_156_2","doi-asserted-by":"publisher","DOI":"10.5555\/3052450"},{"key":"e_1_3_3_2_157_2","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753508"},{"key":"e_1_3_3_2_158_2","doi-asserted-by":"publisher","DOI":"10.1145\/3532106.3533531"},{"key":"e_1_3_3_2_159_2","doi-asserted-by":"publisher","DOI":"10.1145\/3154862.3154864"},{"key":"e_1_3_3_2_160_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491101.3503718"},{"key":"e_1_3_3_2_161_2","doi-asserted-by":"publisher","DOI":"10.1145\/1357054.1357131"},{"key":"e_1_3_3_2_162_2","doi-asserted-by":"publisher","unstructured":"Aqueasha Martin-Hammond and Tanjala\u00a0S Purnell. 2022. Bridging Community History and Culture in Personal Informatics Tools: Insights from an Existing Community-Based Heart Health Intervention for Black Americans. Proceedings of the ACM on Human-Computer Interaction 6 GROUP (2022) 1\u201323. 10.1145\/3492848","DOI":"10.1145\/3492848"},{"key":"e_1_3_3_2_163_2","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557299"},{"key":"e_1_3_3_2_164_2","doi-asserted-by":"publisher","unstructured":"Nora McDonald Sarita Schoenebeck and Andrea Forte. 2019. Reliability and inter-rater reliability in qualitative research: Norms and guidelines for CSCW and HCI practice. Proceedings of the ACM on human-computer interaction 3 CSCW (2019) 1\u201323. 10.1145\/3359174","DOI":"10.1145\/3359174"},{"key":"e_1_3_3_2_165_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025589"},{"key":"e_1_3_3_2_166_2","doi-asserted-by":"publisher","unstructured":"Andre\u00a0N Meyer Gail\u00a0C Murphy Thomas Zimmermann and Thomas Fritz. 2017. Design recommendations for self-monitoring in the workplace: Studies in software development. Proceedings of the ACM on Human-Computer Interaction 1 CSCW (2017) 1\u201324. 10.1145\/3134714","DOI":"10.1145\/3134714"},{"key":"e_1_3_3_2_167_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300337"},{"key":"e_1_3_3_2_168_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3174224"},{"key":"e_1_3_3_2_169_2","doi-asserted-by":"publisher","DOI":"10.1145\/2971485.2971494"},{"key":"e_1_3_3_2_170_2","doi-asserted-by":"publisher","unstructured":"Jimmy Moore Pascal Goffin Jason Wiese and Miriah Meyer. 2021. Exploring the Personal Informatics Analysis Gap:\u201cThere\u2019s a Lot of Bacon\u201d. IEEE Transactions on Visualization and Computer Graphics 28 1 (2021) 96\u2013106. 10.1109\/TVCG.2021.3114798","DOI":"10.1109\/TVCG.2021.3114798"},{"key":"e_1_3_3_2_171_2","doi-asserted-by":"publisher","unstructured":"Tamanna Motahar and Jason Wiese. 2022. A Review of Personal Informatics Research for People with Motor Disabilities. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 6 2 (2022) 1\u201331. 10.1145\/3534614","DOI":"10.1145\/3534614"},{"key":"e_1_3_3_2_172_2","doi-asserted-by":"publisher","unstructured":"Annika Muehlbradt Gregory Whiting Shaun Kane and Laura Devendorf. 2022. Knitting Access: Exploring Stateful Textiles with People with Disabilities. Association for Computing Machinery New York NY USA. 10.1145\/3532106.3533551","DOI":"10.1145\/3532106.3533551"},{"key":"e_1_3_3_2_173_2","doi-asserted-by":"crossref","unstructured":"Frederick Muench Katherine van Stolk-Cooke Alexis Kuerbis Gertraud Stadler Amit Baumel Sijing Shao James\u00a0R McKay and Jon Morgenstern. 2017. A randomized controlled pilot trial of different mobile messaging interventions for problem drinking compared to weekly drink tracking. PloS one 12 2 (2017) e0167900. https:\/\/pubmed.ncbi.nlm.nih.gov\/28146560\/","DOI":"10.1371\/journal.pone.0167900"},{"key":"e_1_3_3_2_174_2","doi-asserted-by":"publisher","unstructured":"Elizabeth\u00a0L Murnane Dan Cosley Pamara Chang Shion Guha Ellen Frank Geri Gay and Mark Matthews. 2016. Self-monitoring practices attitudes and needs of individuals with bipolar disorder: implications for the design of technologies to manage mental health. Journal of the American Medical Informatics Association 23 3 (2016) 477\u2013484. 10.1093\/jamia\/ocv165","DOI":"10.1093\/jamia\/ocv165"},{"key":"e_1_3_3_2_175_2","doi-asserted-by":"publisher","unstructured":"L Murnane\u00a0Elizabeth G Walker\u00a0Tara and Voida\u00a0Stephen Tench\u00a0Beck. [n. d.]. Snyder Jaime. 2018. Personal informatics in interpersonal contexts: Towards the design of technology that supports the social ecologies of long-term mental health management. Proceedings of the ACM on Human-Computer Interaction 2 ([n. d.]) 127. 10.1145\/3274396","DOI":"10.1145\/3274396"},{"key":"e_1_3_3_2_176_2","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-535605-3.50012-1"},{"key":"e_1_3_3_2_177_2","doi-asserted-by":"publisher","unstructured":"Brett Nicholls. 2016. Everyday modulation: dataism health apps and the production of self-knowledge. Security Race Biopower: Essays on Technology and Corporeality (2016) 101\u2013120. 10.1057\/978-1-137-55408-6_6","DOI":"10.1057\/978-1-137-55408-6_6"},{"key":"e_1_3_3_2_178_2","doi-asserted-by":"publisher","DOI":"10.1145\/3447526.3472062"},{"key":"e_1_3_3_2_179_2","doi-asserted-by":"publisher","unstructured":"Chi\u00a0Young Oh Yuhan Luo Beth St.\u00a0Jean and Eun\u00a0Kyoung Choe. 2022. Patients Waiting for Cues: Information Asymmetries and Challenges in Sharing Patient-Generated Data in the Clinic. Proceedings of the ACM on Human-Computer Interaction 6 CSCW1 (2022) 1\u201323. 10.1145\/3512954","DOI":"10.1145\/3512954"},{"key":"e_1_3_3_2_180_2","doi-asserted-by":"publisher","unstructured":"I\u015fil Oyg\u00fcr Daniel\u00a0A. Epstein and Yunan Chen. 2020. Raising the Responsible Child: Collaborative Work in the Use of Activity Trackers for Children. 4 CSCW2 (2020). 10.1145\/3415228","DOI":"10.1145\/3415228"},{"key":"e_1_3_3_2_181_2","doi-asserted-by":"publisher","DOI":"10.1145\/2785830.2785877"},{"key":"e_1_3_3_2_182_2","doi-asserted-by":"publisher","unstructured":"Joonyoung Park Hyunsoo Lee Sangkeun Park Kyong-Mee Chung and Uichin Lee. 2021. GoldenTime: Exploring System-Driven Timeboxing and Micro-Financial Incentives for Self-Regulated Phone Use. Association for Computing Machinery New York NY USA. 10.1145\/3411764.3445489","DOI":"10.1145\/3411764.3445489"},{"key":"e_1_3_3_2_183_2","doi-asserted-by":"publisher","DOI":"10.1145\/2675133.2675248"},{"key":"e_1_3_3_2_184_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173827"},{"key":"e_1_3_3_2_185_2","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376573"},{"key":"e_1_3_3_2_186_2","doi-asserted-by":"publisher","unstructured":"Laura Pina Sang-Wha Sien Clarissa Song Teresa\u00a0M Ward James Fogarty Sean\u00a0A Munson and Julie\u00a0A Kientz. 2020. DreamCatcher: exploring how parents and school-age children can track and review sleep information together. Proceedings of the ACM on Human-computer Interaction 4 CSCW1 (2020) 1\u201325. 10.1145\/3392882","DOI":"10.1145\/3392882"},{"key":"e_1_3_3_2_187_2","doi-asserted-by":"publisher","DOI":"10.1145\/2998181.2998362"},{"key":"e_1_3_3_2_188_2","doi-asserted-by":"publisher","unstructured":"Shriti Raj Joyce\u00a0M Lee Ashley Garrity and Mark\u00a0W Newman. 2019. Clinical data in context: towards Sensemaking tools for interpreting personal health data. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 3 1 (2019) 1\u201320. 10.1145\/3314409","DOI":"10.1145\/3314409"},{"key":"e_1_3_3_2_189_2","doi-asserted-by":"publisher","unstructured":"Shriti Raj Mark\u00a0W Newman Joyce\u00a0M Lee and Mark\u00a0S Ackerman. 2017. Understanding individual and collaborative problem-solving with patient-generated data: Challenges and opportunities. Proceedings of the ACM on Human-Computer Interaction 1 CSCW (2017) 1\u201318. 10.1145\/3134723","DOI":"10.1145\/3134723"},{"key":"e_1_3_3_2_190_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-07509-9_58"},{"key":"e_1_3_3_2_191_2","doi-asserted-by":"publisher","unstructured":"Amon Rapp and Federica 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_192_2","doi-asserted-by":"publisher","unstructured":"Amon Rapp and Lia Tirabeni. 2018. Personal informatics for sport: meaning body and social relations in amateur and elite athletes. ACM Transactions on Computer-Human Interaction (TOCHI) 25 3 (2018) 1\u201330. 10.1145\/3196829","DOI":"10.1145\/3196829"},{"key":"e_1_3_3_2_193_2","doi-asserted-by":"publisher","unstructured":"Amon Rapp and Lia Tirabeni. 2020. Self-tracking while doing sport: Comfort motivation attention and lifestyle of athletes using personal informatics tools. International Journal of Human-Computer Studies 140 (2020) 102434. 10.1016\/j.ijhcs.2020.102434","DOI":"10.1016\/j.ijhcs.2020.102434"},{"key":"e_1_3_3_2_194_2","unstructured":"Julian Rappaport. 1985. The power of empowerment language. Social policy 16 2 (1985) 15\u201321."},{"key":"e_1_3_3_2_195_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025557"},{"key":"e_1_3_3_2_196_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581450"},{"key":"e_1_3_3_2_197_2","doi-asserted-by":"publisher","unstructured":"Ver\u00f3nica Rivera-Pelayo Angela Fessl Lars M\u00fcller and Viktoria Pammer. 2017. Introducing mood self-tracking at work: Empirical insights from call centers. ACM Transactions on Computer-Human Interaction (TOCHI) 24 1 (2017) 1\u201328. 10.1145\/3014058","DOI":"10.1145\/3014058"},{"key":"e_1_3_3_2_198_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544549.3582733"},{"key":"e_1_3_3_2_199_2","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557039"},{"key":"e_1_3_3_2_200_2","unstructured":"Anne\u00a0B Ryan. 2006. Post-positivist approaches to research. Researching and Writing your Thesis: a guide for postgraduate students (2006) 12\u201326. https:\/\/mural.maynoothuniversity.ie\/874\/"},{"key":"e_1_3_3_2_201_2","doi-asserted-by":"publisher","unstructured":"Herman Saksono Carmen Castaneda-Sceppa Jessica Hoffman Vivien Morris Magy Seif El-Nasr and Andrea\u00a0G. Parker. 2020. Storywell: Designing for Family Fitness App Motivation by Using Social Rewards and Reflection. Association for Computing Machinery New York NY USA. 10.1145\/3313831.3376686","DOI":"10.1145\/3313831.3376686"},{"key":"e_1_3_3_2_202_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173883"},{"key":"e_1_3_3_2_203_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300543"},{"key":"e_1_3_3_2_204_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445087"},{"key":"e_1_3_3_2_205_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173818"},{"key":"e_1_3_3_2_206_2","unstructured":"Google Schoalr. 2022. Google Scholar Metrics. https:\/\/scholar.google.com\/intl\/en\/scholar\/metrics.html. Accessed: 2022-09-30."},{"key":"e_1_3_3_2_207_2","unstructured":"Google Schoalr. 2022. Top publications - Human-Computer Interaction. https:\/\/scholar.google.com.vn\/citations?view_op=top_venues&hl=en&vq=eng_humancomputerinteraction. Accessed: 2022-09-30."},{"key":"e_1_3_3_2_208_2","doi-asserted-by":"publisher","DOI":"10.1145\/2998181.2998276"},{"key":"e_1_3_3_2_209_2","doi-asserted-by":"publisher","unstructured":"Jessica Schroeder Ravi Karkar Natalia Murinova James Fogarty and Sean\u00a0A Munson. 2019. Examining opportunities for goal-directed self-tracking to support chronic condition management. Proceedings of the ACM on interactive mobile wearable and ubiquitous technologies 3 4 (2019) 1\u201326. 10.1145\/3369809","DOI":"10.1145\/3369809"},{"key":"e_1_3_3_2_210_2","unstructured":"Reinhard Selten. 1990. Bounded rationality. Journal of Institutional and Theoretical Economics (JITE)\/Zeitschrift f\u00fcr die gesamte Staatswissenschaft 146 4 (1990) 649\u2013658."},{"key":"e_1_3_3_2_211_2","doi-asserted-by":"publisher","unstructured":"Alireza\u00a0Sahami Shirazi James Clawson Yashar Hassanpour Mohammad\u00a0J Tourian Albrecht Schmidt Ed\u00a0H Chi Marko Borazio and Kristof Van\u00a0Laerhoven. 2013. Already up? using mobile phones to track & share sleep behavior. International Journal of Human-Computer Studies 71 9 (2013) 878\u2013888. 10.1016\/j.ijhcs.2013.03.001","DOI":"10.1016\/j.ijhcs.2013.03.001"},{"key":"e_1_3_3_2_212_2","doi-asserted-by":"publisher","DOI":"10.1145\/3461778.3462145"},{"key":"e_1_3_3_2_213_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300363"},{"key":"e_1_3_3_2_214_2","doi-asserted-by":"publisher","unstructured":"Katarzyna Stawarz Dmitri Katz Amid Ayobi Paul Marshall Taku Yamagata Raul Santos-Rodriguez Peter Flach and Aisling\u00a0Ann O\u2019Kane. 2023. Co-designing opportunities for Human-Centred Machine Learning in supporting Type 1 diabetes decision-making. International Journal of Human-Computer Studies 173 (2023) 103003. 10.1016\/j.ijhcs.2023.103003","DOI":"10.1016\/j.ijhcs.2023.103003"},{"key":"e_1_3_3_2_215_2","doi-asserted-by":"publisher","DOI":"10.1145\/3461778.3462080"},{"key":"e_1_3_3_2_216_2","doi-asserted-by":"publisher","unstructured":"Lisa Thomas Pam Briggs Finola Kerrigan and Andrew Hart. 2018. Exploring digital remediation in support of personal reflection. International Journal of Human-Computer Studies 110 (2018) 53\u201362. 10.1016\/j.ijhcs.2017.10.002","DOI":"10.1016\/j.ijhcs.2017.10.002"},{"key":"e_1_3_3_2_217_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173728"},{"key":"e_1_3_3_2_218_2","doi-asserted-by":"publisher","unstructured":"Casandra Timar-Anton Oana Negru-Subtirica and Adrian Opre. 2021. The Development and Testing of a Mobile Self-Tracking App to Strengthen Identity Commitments through Personal Goals. International Journal of Human-Computer Studies 151 (2021) 102642. 10.1016\/j.ijhcs.2021.102642","DOI":"10.1016\/j.ijhcs.2021.102642"},{"key":"e_1_3_3_2_219_2","doi-asserted-by":"publisher","unstructured":"Andrea\u00a0C Tricco Erin Lillie Wasifa Zarin Kelly\u00a0K O\u2019Brien Heather Colquhoun Danielle Levac David Moher Micah\u00a0DJ Peters Tanya Horsley Laura Weeks et\u00a0al. 2018. PRISMA extension for scoping reviews (PRISMA-ScR): checklist and explanation. Annals of internal medicine 169 7 (2018) 467\u2013473. 10.7326\/M18-0850","DOI":"10.7326\/M18-0850"},{"key":"e_1_3_3_2_220_2","doi-asserted-by":"publisher","unstructured":"Jenny Vafeiadou Asimina Vasalou and George Roussos. 2021. Self-tracking in Parkinson\u2019s The Lived Efforts of Self-management. Proceedings of the ACM on Human-Computer Interaction 5 CSCW1 (2021) 1\u201325. 10.1145\/3449158","DOI":"10.1145\/3449158"},{"key":"e_1_3_3_2_221_2","doi-asserted-by":"publisher","unstructured":"Jos\u00e9 Van\u00a0Dijck. 2014. Datafication dataism and dataveillance: Big Data between scientific paradigm and ideology. Surveillance & society 12 2 (2014) 197\u2013208. 10.24908\/ss.v12i2.4776","DOI":"10.24908\/ss.v12i2.4776"},{"key":"e_1_3_3_2_222_2","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173871"},{"key":"e_1_3_3_2_223_2","doi-asserted-by":"publisher","DOI":"10.4108\/icst.pervasivehealth.2015.259267"},{"key":"e_1_3_3_2_224_2","doi-asserted-by":"publisher","unstructured":"Junqing Wang Aisling\u00a0Ann O\u2019Kane Nikki Newhouse Geraint\u00a0Rhys Sethu-Jones and Kaya De\u00a0Barbaro. 2017. Quantified baby: parenting and the use of a baby wearable in the wild. Proceedings of the ACM on Human-Computer Interaction 1 CSCW (2017) 1\u201319. 10.1145\/3134743","DOI":"10.1145\/3134743"},{"key":"e_1_3_3_2_225_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613904.3642170"},{"key":"e_1_3_3_2_226_2","doi-asserted-by":"publisher","unstructured":"Jing Wei Sungdong Kim Hyunhoon Jung and Young-Ho Kim. 2024. Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data. Proc. ACM Hum.-Comput. Interact. 8 CSCW1 Article 87 (apr 2024) 35\u00a0pages. 10.1145\/3637364","DOI":"10.1145\/3637364"},{"key":"e_1_3_3_2_227_2","doi-asserted-by":"publisher","unstructured":"Micha\u0142 Wieczorek Fiachra O\u2019Brolchain Yashar Saghai and Bert Gordijn. 2023. The ethics of self-tracking. A comprehensive review of the literature. Ethics & Behavior 33 4 (2023) 239\u2013271. 10.1080\/10508422.2022.2082969","DOI":"10.1080\/10508422.2022.2082969"},{"key":"e_1_3_3_2_228_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581040"},{"key":"e_1_3_3_2_229_2","unstructured":"Gary Wolf. 2009. Know Thyself: Tracking Every Facet of Life from Sleep to Mood to Pain. https:\/\/www.wired.com\/2009\/06\/lbnp-knowthyself\/. Accessed: 2024-07-15."},{"key":"e_1_3_3_2_230_2","doi-asserted-by":"publisher","DOI":"10.1145\/1958824.19589"},{"key":"e_1_3_3_2_231_2","doi-asserted-by":"publisher","unstructured":"Kefan Xu Xinghui Yan and Mark\u00a0W Newman. 2022. Understanding People\u2019s Experience for Physical Activity Planning and Exploring the Impact of Historical Records on Plan Creation and Execution. Association for Computing Machinery New York NY USA. 10.1145\/3491102.3501997","DOI":"10.1145\/3491102.3501997"},{"key":"e_1_3_3_2_232_2","doi-asserted-by":"publisher","DOI":"10.1145\/3563657.3596118"},{"key":"e_1_3_3_2_233_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025843"},{"key":"e_1_3_3_2_234_2","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3501925"},{"key":"e_1_3_3_2_235_2","doi-asserted-by":"publisher","DOI":"10.1145\/2750858.2804269"},{"key":"e_1_3_3_2_236_2","unstructured":"Sofia Yfantidou Pavlos Sermpezis and Athena Vakali. 2021. 14 Years of Self-tracking technology for mhealth: A systematic review and the past self framework. (2021). https:\/\/arxiv.org\/abs\/2104.11483"},{"key":"e_1_3_3_2_237_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445278"},{"key":"e_1_3_3_2_238_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300359"},{"key":"e_1_3_3_2_239_2","unstructured":"Zhiping Zhang Michelle Jia Bingsheng Yao Sauvik Das Ada Lerner Dakuo Wang Tianshi Li et\u00a0al. 2023. \u201cIt\u201d\u2019s a Fair Game\u201d or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2309.11653 (2023)."},{"key":"e_1_3_3_2_240_2","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025549"}],"event":{"name":"DIS '25: Designing Interactive Systems Conference","location":"Madeira Portugal","acronym":"DIS '25","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2025 ACM Designing Interactive Systems Conference"],"original-title":[],"deposited":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T11:25:51Z","timestamp":1751628351000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3715336.3735746"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,4]]},"references-count":239,"alternative-id":["10.1145\/3715336.3735746","10.1145\/3715336"],"URL":"https:\/\/doi.org\/10.1145\/3715336.3735746","relation":{},"subject":[],"published":{"date-parts":[[2025,7,4]]},"assertion":[{"value":"2025-07-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}