Cited By
View all- Lee JLee BChoi SSeo JChoe E(2024)Identify, Adapt, PersistProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36595858:2(1-21)Online publication date: 15-May-2024
A Meta-Synthesis of the Barriers and Facilitators for Personal Informatics Systems
Article No.: 103, Pages 1 - 35
Abstract
Personal informatics (PI) systems are designed for diverse users in the real world. Even when these systems are usable, people encounter barriers while engaging with them in ways designers cannot anticipate, which impacts the system's effectiveness. Although PI literature extensively reports such barriers, the volume of this information can be overwhelming. Researchers and practitioners often find themselves repeatedly addressing the same challenges since sifting through this enormous volume of knowledge looking for relevant insights is often infeasible. We contribute to alleviating this issue by conducting a meta-synthesis of the PI literature and categorizing people's barriers and facilitators to engagement with PI systems into eight themes. Based on the synthesized knowledge, we discuss specific generalizable barriers and paths for further investigations. This synthesis can serve as an index to identify barriers pertinent to each application domain and possibly to identify barriers from one domain that might apply to a different domain. Finally, to ensure the sustainability of the syntheses, we propose a Design Statements (DS) block for research articles.
Supplementary Material
Supplemental movie, appendix, image and software files for, A Meta-Synthesis of the Barriers and Facilitators for Personal Informatics Systems
- Download
- 279.87 KB
References
[1]
2022. Personal Informatics Paper Browser. http://personal-informatics.depstein.net/ Last accessed 18 August 2022.
[2]
Phil Adams, Mashfiqui Rabbi, Tauhidur Rahman, Mark Matthews, Amy Voida, Geri Gay, Tanzeem Choudhury, and Stephen Voida. 2014. Towards personal stress informatics: comparing minimally invasive techniques for measuring daily stress in the wild. In Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). 72--79. https://doi.org/10.4108/icst.pervasivehealth.2014.254959
[3]
Fereshteh Amini, Khalad Hasan, Andrea Bunt, and Pourang Irani. 2017. Data representations for in-situ exploration of health and fitness data. In Proceedings of the EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). ACM, New York, NY, USA, 163--172. https://doi.org/10.1145/3154862.3154879
[4]
Jessica S Ancker, Holly O Witteman, Baria Hafeez, Thierry Provencher, Mary Van de Graaf, and Esther Wei. 2015. "You Get Reminded You're a Sick Person": Personal Data Tracking and Patients With Multiple Chronic Conditions. J. Med. Internet Res. 17, 8 (Aug. 2015). https://doi.org/10.2196/jmir.4209
[5]
Amid Ayobi, Paul Marshall, and Anna L Cox. 2020. Trackly: A Customisable and Pictorial Self-Tracking App to Support Agency in Multiple Sclerosis Self-Care. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376809
[6]
Amid Ayobi, Paul Marshall, Anna L Cox, and Yunan Chen. 2017. Quantifying the Body and Caring for the Mind: Self-Tracking in Multiple Sclerosis. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 6889--6901. https://doi.org/10.1145/3025453.3025869
[7]
Suzanne Bakken and Nancy Reame. 2016. The Promise and Potential Perils of Big Data for Advancing Symptom Management Research in Populations at Risk for Health Disparities. Annu. Rev. Nurs. Res. 34 (2016), 247--260. https://doi.org/10.1891/0739-6686.34.247
[8]
Rebecca J Bartlett Ellis, James H Hill, K Denise Kerley, Arjun Sinha, Aaron Ganci, and Cynthia L Russell. 2019. The Feasibility of a Using a Smart Button Mobile Health System to Self-Track Medication Adherence and Deliver Tailored Short Message Service Text Message Feedback. JMIR Form Res 3, 2 (June 2019). https://doi.org/10.2196/13558
[9]
Olivier Beauchet, Cyrille P Launay, Christine Merjagnan, Anastasiia Kabeshova, and Cédric Annweiler. 2014. Quantified self and comprehensive geriatric assessment: older adults are able to evaluate their own health and functional status. PLoS One 9, 6 (June 2014). https://doi.org/10.1371/journal.pone.0100636
[10]
Frank Bentley and Konrad Tollmar. 2013. The power of mobile notifications to increase wellbeing logging behavior. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 1095--1098. https://doi.org/10.1145/2470654.2466140
[11]
Karthik S Bhat and Neha Kumar. 2020. Sociocultural Dimensions of Tracking Health and Taking Care. Proc. ACM Hum.-Comput. Interact. 4, CSCW2 (Oct. 2020). https://doi.org/10.1145/3415200
[12]
Sander Bogers, Janne van Kollenburg, Eva Deckers, Joep Frens, and Caroline Hummels. 2018. A Situated Exploration of Designing for Personal Health Ecosystems through Data-enabled Design. In Proceedings of the Designing Interactive Systems Conference (DIS). ACM, New York, NY, USA, 109--120. https://doi.org/10.1145/3196709.3196769
[13]
Brooke Bosley, Christina N. Harrington, Susana M. Morris, and Christopher A. Le Dantec. 2022. Healing Justice: A Framework for Collective Healing and Well-Being from Systemic Traumas. In Designing Interactive Systems Conference (DIS '22). ACM, New York, NY, USA, 471--484. https://doi.org/10.1145/3532106.3533492
[14]
Cécile Boulard-Masson, Tommaso Colombino, and Antonietta Grasso. 2019. Analysis of 'Quantified-Self Technologies': An Explanation of Failure. In Proceedings of the 20th Congress of the International Ergonomics Association (IEA), Vol. 822. Springer International, 579--583. https://doi.org/10.1007/978-3-319-96077-7_62
[15]
Anders Bruun and Martin Lynge Stentoft. 2019. Lifelogging in the Wild: Participant Experiences of Using Lifelogging as a Research Tool. In Human-Computer Interaction -- INTERACT 2019, Vol. 11748 LNCS. Springer International. https://doi.org/10.1007/978-3-030- 29387-1_24
[16]
Ayşe G Büyüktür, Mark S Ackerman, Mark W Newman, and Pei-Yao Hung. 2017. Design considerations for semi-automated tracking: self-care plans in spinal cord injury. In Proceedings of the EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). ACM, New York, NY, USA, 183--192. https://doi.org/10.1145/3154862.3154870
[17]
Clara Caldeira, Matthew Bietz, Marisol Vidauri, and Yunan Chen. 2017. Senior Care for Aging in Place: Balancing Assistance and Independence. In Proceedings of the ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW). ACM, New York, NY, USA, 1605--1617. https://doi.org/10.1145/2998181.2998206
[18]
Jessica R Cauchard, Jeremy Frey, Octavia Zahrt, Krister Johnson, Alia Crum, and James A Landay. 2019. The Positive Impact of Push vs Pull Progress Feedback: A 6-week Activity Tracking Study in the Wild. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3, 3 (Sept. 2019). https://doi.org/10.1145/3351234
[19]
Kerry Shih-Ping Chang, Catalina M Danis, and Robert G Farrell. 2014. Lunch line: using public displays and mobile devices to encourage healthy eating in an organization. In Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp). ACM, New York, NY, USA, 823--834. https://doi.org/10.1145/2632048.2636086
[20]
Yu Chen, Kingsley T Abel, Steven C Cramer, Kai Zheng, and Yunan Chen. 2018. Recovery in My Lens: A Study on Stroke Vlogs. AMIA Annu. Symp. Proc. (Dec. 2018), 1300--1309. https://www.ncbi.nlm.nih.gov/ /30815173
[21]
Yu Chen and Pearl Pu. 2014. HealthyTogether: exploring social incentives for mobile fitness applications. In Proceedings of the Second International Symposium of Chinese CHI. ACM, New York, NY, USA, 25--34. https://doi.org/10.1145/2592235.2592240
[22]
Zhenyu Chen, Mu Lin, Fanglin Chen, Nicholas D Lane, Giuseppe Cardone, Rui Wang, Tianxing Li, Yiqiang Chen, Tanzeem Choudhury, and Andrew T Campbell. 2013. Unobtrusive sleep monitoring using smartphones. In Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). 145--152. https://doi.org/10.4108/icst.pervasivehealth.2013.252148
[23]
Eun Kyoung Choe, Bongshin Lee, Matthew Kay, Wanda Pratt, and Julie A Kientz. 2015. SleepTight: low-burden, self-monitoring technology for capturing and reflecting on sleep behaviors. In Proceedings of the International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp). ACM, New York, NY, USA, 121--132. https://doi.org/10.1145/2750858.2804266
[24]
Soumyadeb Chowdhury, Md Sadek Ferdous, and Joemon M Jose. 2016. A user-study examining visualization of lifelogs. In 14th International Workshop on Content-Based Multimedia Indexing (CBMI). IEEE. https://doi.org/10.1109/CBMI.2016.7500236
[25]
Chia-Fang Chung, Elena Agapie, Jessica Schroeder, Sonali Mishra, James Fogarty, and Sean A Munson. 2017. When Personal Tracking Becomes Social: Examining the Use of Instagram for Healthy Eating. Proceedings of the CHI Conference on Human Factors in Computing Systems (2017), 1674--1687. https://doi.org/10.1145/3025453.3025747
[26]
Chia-Fang Chung, Jonathan Cook, Elizabeth Bales, Jasmine Zia, and Sean A Munson. 2015. More Than Telemonitoring: Health Provider Use and Nonuse of Life-Log Data in Irritable Bowel Syndrome and Weight Management. J. Med. Internet Res. 17, 8 (Aug. 2015). https://doi.org/10.2196/jmir.4364
[27]
Chia-Fang Chung, Nanna Gorm, Irina A Shklovski, and Sean Munson. 2017. Finding the Right Fit: Understanding Health Tracking in Workplace Wellness Programs. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 4875--4886. https://doi.org/10.1145/3025453.3025510
[28]
Franceli L Cibrian, Kimberley D Lakes, Arya Tavakoulnia, Kayla Guzman, Sabrina Schuck, and Gillian R Hayes. 2020. Supporting Self-Regulation of Children with ADHD Using Wearables: Tensions and Design Challenges. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376837
[29]
James Clawson, Jessica A Pater, Andrew D Miller, Elizabeth D Mynatt, and Lena Mamykina. 2015. No longer wearing: investigating the abandonment of personal health-tracking technologies on craigslist. In Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp). ACM, New York, NY, USA, 647--658. https://doi.org/10.1145/2750858.2807554
[30]
Tamara Clegg, Daniel M Greene, Nate Beard, and Jasmine Brunson. 2020. Data Everyday: Data Literacy Practices in a Division I College Sports Context. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376153
[31]
Lucas Colusso, Cynthia L Bennett, Gary Hsieh, and Sean A Munson. 2017. Translational Resources: Reducing the Gap Between Academic Research and HCI Practice. In Proceedings of the 2017 Conference on Designing Interactive Systems (DIS). ACM, New York, NY USA, 957--968. https://doi.org/10.1145/3064663.3064667
[32]
Lucas Colusso, Ridley Jones, Sean A Munson, and Gary Hsieh. 2019. A translational science model for HCI. In Proceedings of the CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3290605.3300231
[33]
Felicia Cordeiro, Elizabeth Bales, Erin Cherry, and James Fogarty. 2015. Rethinking the Mobile Food Journal: Exploring Opportunities for Lightweight Photo-Based Capture. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 3207--3216. https://doi.org/10.1145/2702123.2702154
[34]
Felicia Cordeiro, Daniel A Epstein, Edison Thomaz, Elizabeth Bales, Arvind K Jagannathan, Gregory D Abowd, and James Fogarty. 2015. Barriers and Negative Nudges: Exploring Challenges in Food Journaling. Proceedings of the CHI Conference on Human Factors in Computing Systems (2015), 1159--1162. https://doi.org/10.1145/2702123.2702155
[35]
Mayara Costa Figueiredo, Clara Caldeira, Elizabeth Victoria Eikey, Melissa Mazmanian, and Yunan Chen. 2018. Engaging with Health Data: The Interplay Between Self-Tracking Activities and Emotions in Fertility Struggles. Proc. ACM Hum.-Comput. Interact. 2, CSCW (Nov. 2018). https://doi.org/10.1145/3274309
[36]
Mayara Costa Figueiredo, Clara Caldeira, Tera L Reynolds, Sean Victory, Kai Zheng, and Yunan Chen. 2017. Self-Tracking for Fertility Care: Collaborative Support for a Highly Personalized Problem. Proc. ACM Hum.-Comput. Interact. 1, CSCW (Dec. 2017). https://doi.org/10.1145/3134671
[37]
Florian Daiber, Felix Kosmalla, Frederik Wiehr, and Antonio Krüger. 2017. FootStriker- A WEARABLE EMS-BASED FOOT STRIKE ASSISTANT FOR RUNNING. In Proceedings of the ACM International Conference on Interactive Surfaces and Spaces (ISS), Vol. 1. ACM, New York, NY, USA, 421--424. https://doi.org/10.1145/3132272.3132288
[38]
Nediyana Daskalova, Karthik Desingh, Alexandra Papoutsaki, Diane Schulze, Han Sha, and Jeff Huang. 2017. Lessons Learned from Two Cohorts of Personal Informatics Self-Experiments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1, 3 (Sept. 2017). https://doi.org/10.1145/3130911
[39]
Nediyana Daskalova, Bongshin Lee, Jeff Huang, Chester Ni, and Jessica Lundin. 2018. Investigating the Effectiveness of Cohort-Based Sleep Recommendations. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2, 3 (Sept. 2018). https://doi.org/10.1145/3264911
[40]
Nediyana Daskalova, Danaë Metaxa-Kakavouli, Adrienne Tran, Nicole Nugent, Julie Boergers, John McGeary, and Jeff Huang. 2016. SleepCoacher: A Personalized Automated Self-Experimentation System for Sleep Recommendations. In Proceedings of the Annual Symposium on User Interface Software and Technology (UIST). ACM, New York, NY, USA. https://doi.org/10.1145/2984511.2984534
[41]
Nediyana Daskalova, Jina Yoon, Yibing Wang, Cintia Araujo, Guillermo Beltran, Nicole Nugent, John McGeary, Joseph Jay Williams, and Jeff Huang. 2020. SleepBandits: Guided Flexible Self-Experiments for Sleep. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376584
[42]
Robin De Croon, Tom De Buyser, Joris Klerkx, and Erik Duval. 2014. Applying a user-centered, rapid-prototyping methodology with quantified self: A case study with triathletes. In 2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 12--15. https://doi.org/10.1109/BIBM.2014.6999283
[43]
Pooja M Desai, Matthew E Levine, David J Albers, and Lena Mamykina. 2018. Pictures Worth a Thousand Words: Reflections on Visualizing Personal Blood Glucose Forecasts for Individuals with Type 2 Diabetes. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3173574.3174112
[44]
Elena Di Lascio, Shkurta Gashi, Juan Sebastian Hidalgo, Beatrice Nale, Maike E Debus, and Silvia Santini. 2020. A Multi-Sensor Approach to Automatically Recognize Breaks and Work Activities of Knowledge Workers in Academia. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4, 3 (Sept. 2020). https://doi.org/10.1145/3411821
[45]
Julie Doyle, Lorcan Walsh, Antonella Sassu, and Teresa McDonagh. 2014. Designing a wellness self-management tool for older adults: results from a field trial of YourWellness. In Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). 134--141. https://doi.org/10.4108/icst.pervasivehealth.2014.254950
[46]
Elizabeth V Eikey and Madhu C Reddy. 2017. "It's Definitely Been a Journey": A Qualitative Study on How Women with Eating Disorders Use Weight Loss Apps. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 642--654. https://doi.org/10.1145/3025453.3025591
[47]
Chris Elsden, Abigail C Durrant, and David S Kirk. 2016. It's Just My History Isn't It? Understanding Smart Journaling Practices. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 2819--2831. https://doi.org/10. 1145/2858036.2858103
[48]
Daniel Epstein, Felicia Cordeiro, Elizabeth Bales, James Fogarty, and Sean Munson. 2014. Taming data complexity in lifelogs: exploring visual cuts of personal informatics data. In Proceedings of the conference on Designing interactive systems (DIS). ACM, New York, NY, USA, 667--676. https://doi.org/10.1145/2598510.2598558
[49]
Daniel A Epstein, Daniel Avrahami, and Jacob T Biehl. 2016. Taking 5: Work-Breaks, Productivity, and Opportunities for Personal Informatics for Knowledge Workers. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 673--684. https://doi.org/10.1145/2858036.2858066
[50]
Daniel A. Epstein, Clara Caldeira, Mayara Costa Figueiredo, Xi Lu, Lucas M. Silva, Lucretia Williams, Jong Ho Lee, Qingyang Li, Simran Ahuja, Qiuer Chen, Payam Dowlatyari, Craig Hilby, Sazeda Sultana, Elizabeth V. Eikey, and Yunan Chen. 2020. Mapping and Taking Stock of the Personal Informatics Literature. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4, 4, Article 126 (dec 2020). https://doi.org/10.1145/3432231
[51]
Daniel A Epstein, Monica Caraway, Chuck Johnston, An Ping, James Fogarty, and Sean A Munson. 2016. Beyond Abandonment to Next Steps: Understanding and Designing for Life after Personal Informatics Tool Use. Proceedings of the CHI Conference on Human Factors in Computing Systems (2016), 1109--1113. https://doi.org/10.1145/2858036.2858045
[52]
Daniel A Epstein, Jennifer H Kang, Laura R Pina, James Fogarty, and Sean A Munson. 2016. Reconsidering the Device in the Drawer: Lapses as a Design Opportunity in Personal Informatics. Proc ACM Int Conf Ubiquitous Comput (Sept. 2016), 829--840. https://doi.org/10.1145/2971648.2971656
[53]
Daniel A Epstein, Nicole B Lee, Jennifer H Kang, Elena Agapie, Jessica Schroeder, Laura R Pina, James Fogarty, Julie A Kientz, and Sean Munson. 2017. Examining Menstrual Tracking to Inform the Design of Personal Informatics Tools. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 6876--6888. https://doi.org/10.1145/3025453.3025635
[54]
Daniel A Epstein, An Ping, James Fogarty, and Sean A Munson. 2015. A lived informatics model of personal informatics. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp). ACM, New York, NY, USA, 731--742. https://doi.org/10.1145/2750858.2804250
[55]
Katelyn Esmonde and Shannon Jette. 2020. Assembling the 'Fitbit subject': A Foucauldian-sociomaterialist examination of social class, gender and self-surveillance on Fitbit community message boards. Health 24, 3 (May 2020), 299--314. https://doi.org/10.1177/1363459318800166
[56]
Carole A Estabrooks, Peggy Anne Field, and Janice M Morse. 1994. Aggregating qualitative findings: an approach to theory development. Qualitative health research 4, 4 (1994), 503--511. https://doi.org/10.1177/1049732394004004
[57]
Hayley Evans, Udaya Lakshmi, Hue Watson, Azra Ismail, Andrew M Sherrill, Neha Kumar, and Rosa I Arriaga. 2020. Understanding the Care Ecologies of Veterans with PTSD. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376170
[58]
Sergio Felipe, Aneesha Singh, Caroline Bradley, Amanda Cdec Williams, and Nadia Bianchi-Berthouze. 2015. Roles for personal informatics in chronic pain. In Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). 161--168. https://doi.org/10.4108/icst.pervasivehealth.2015.259501
[59]
Pin Sym Foong, Charis Anne Lim, Joshua Wong, Chang Siang Lim, Simon Tangi Perrault, and Gerald C H Koh. 2020. "You Cannot Offer Such a Suggestion": Designing for Family Caregiver Input in Home Care Systems. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376607
[60]
Association for Computing Machinery. 2022. Computing Classification System. https://dl.acm.org/ccs Last accessed 31 August 2022.
[61]
Evan M Forman, Stephanie P Goldstein, Fengqing Zhang, Brittney C Evans, Stephanie M Manasse, Meghan L Butryn, Adrienne S Juarascio, Pramod Abichandani, Gerald J Martin, and Gary D Foster. 2019. OnTrack: development and feasibility of a smartphone app designed to predict and prevent dietary lapses. Translational behavioral medicine 9, 2 (2019), 236--245. https://doi.org/10.1093/tbm/iby016
[62]
Jutta Fortmann, Benjamin Poppinga, Wilko Heuten, and Susanne Boll. 2015. Real-life experiences with an adaptive light bracelet. In Proceedings of the British HCI Conference. ACM, New York, NY, USA, 138--146. https://doi.org/10.1145/2783446.2783572
[63]
Thomas Fritz, Elaine M Huang, Gail C Murphy, and Thomas Zimmermann. 2014. Persuasive technology in the real world: a study of long-term use of activity sensing devices for fitness. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 487--496. https://doi.org/10.1145/2556288.2557383
[64]
Katie Gambier-Ross, David J McLernon, and Heather M Morgan. 2018. A mixed methods exploratory study of women's relationships with and uses of fertility tracking apps. Digit Health 4 (Jan. 2018). https://doi.org/10.1177/2055207618785077
[65]
Radhika Garg. 2019. An Analysis of (Non-)Use Practices and Decisions of Internet of Things. In Human-Computer Interaction -- INTERACT 2019, Vol. 11749 LNCS. Springer International Publishing, 3--24. https://doi.org/10.1007/978-3-030-29390-1_1
[66]
Nanna Gorm and Irina Shklovski. 2016. Steps, Choices and Moral Accounting: Observations from a Step-Counting Campaign in the Workplace. In Proceedings of the ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW), Vol. 27. ACM, New York, NY, USA, 148--159. https://doi.org/10.1145/2818048.2819944
[67]
Nanna Gorm and Irina Shklovski. 2017. Participant Driven Photo Elicitation for Understanding Activity Tracking: Benefits and Limitations. In Proceedings of the ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW). ACM, New York, NY, USA, 1350--1361. https://doi.org/10.1145/2998181.2998214
[68]
Rúben Gouveia, Evangelos Karapanos, and Marc Hassenzahl. 2018. Activity Tracking in vivo. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3173574.3173936
[69]
Rúben Gouveia, Fábio Pereira, Evangelos Karapanos, Sean A Munson, and Marc Hassenzahl. 2016. Exploring the design space of glanceable feedback for physical activity trackers. In Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp). ACM, New York, NY, USA, 144--155. https://doi.org/10.1145/2971648.2971754
[70]
Ruth W Grant and Jeremy Sugarman. 2004. Ethics in human subjects research: do incentives matter?. In The Journal of Medicine and Philosophy: A Forum for Bioethics and Philosophy of Medicine, Vol. 29. Oxford University Press, 717--738. https://doi.org/10.1080/03605310490883046
[71]
Rebecca Gulotta, Jodi Forlizzi, Rayoung Yang, and Mark W Newman. 2016. Fostering engagement with Personal informatics systems. Proceedings of the ACM Conference on Designing Interactive Systems (DIS) (2016), 286--299. https://doi.org/10.1145/2901790.2901803
[72]
Yuvin Ha, Maria Karyda, and Andrés Lucero. 2020. Exploring Virtual Rewards in Real Life: A Gimmick or a Motivational Tool for Promoting Physical Activity?. In Proceedings of the ACM Designing Interactive Systems Conference (DIS). ACM, New York, NY, USA, 1847--1858. https://doi.org/10.1145/3357236.3395477
[73]
M M Hansen, T Miron-Shatz, A Y S Lau, and C Paton. 2014. Big Data in Science and Healthcare: A Review of Recent Literature and Perspectives. Contribution of the IMIA Social Media Working Group. Yearb. Med. Inform. 9, 1 (Aug. 2014), 21--26. https://doi.org/10.15265/IY-2014-0004
[74]
Wendy Hardeman, Julie Houghton, Kathleen Lane, Andy Jones, and Felix Naughton. 2019. A systematic review of just-in-time adaptive interventions (JITAIs) to promote physical activity. International Journal of Behavioral Nutrition and Physical Activity 16, 1 (2019). https://doi.org/10.1186/s12966-019-0792-7
[75]
Daniel Harrison, Paul Marshall, Nadia Bianchi-Berthouze, and Jon Bird. 2015. Activity tracking: barriers, workarounds and customisation. In Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp). ACM, New York, NY, USA, 617--621. https://doi.org/10.1145/2750858.2805832
[76]
Gillian R Hayes, Karen G Cheng, Sen H Hirano, Karen P Tang, Marni S Nagel, and Dianne E Baker. 2014. Estrellita: A Mobile Capture and Access Tool for the Support of Preterm Infants and Their Caregivers. ACM Trans. Comput.-Hum. Interact. 21, 3 (June 2014). https://doi.org/10.1145/2617574
[77]
Päivi Heikkilä, Anita Honka, and Eija Kaasinen. 2018. Quantified factory worker: designing a worker feedback dashboard. In Proceedings of the Nordic Conference on Human-Computer Interaction (NordiCHI). ACM, New York, NY, USA, 515--523. https://doi.org/10.1145/3240167.3240187
[78]
Victoria Hollis, Alon Pekurovsky, Eunika Wu, and Steve Whittaker. 2018. On Being Told How We Feel: How Algorithmic Sensor Feedback Influences Emotion Perception. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2, 3 (Sept. 2018). https://doi.org/10.1145/3264924
[79]
Naja Holten Holten Møller, Trine Rask Rask Nielsen, and Christopher Le Dantec. 2021. Work of the Unemployed: An Inquiry into Individuals' Experience of Data Usage in Public Services and Possibilities for Their Agency. In Designing Interactive Systems (DIS) Conference 2021 (DIS '21). ACM, New York, NY, USA, 438--448. https://doi.org/10.1145/3461778.3462003
[80]
Sarah Homewood, Laurens Boer, and Anna Vallgårda. 2020. Designers in White Coats: Deploying Ovum, a Fertility Tracking Device. Proceedings of the CHI Conference on Human Factors in Computing Systems (2020). https://doi.org/10.1145/3313831.3376528
[81]
Matthew K Hong, Udaya Lakshmi, Kimberly Do, Sampath Prahalad, Thomas Olson, Rosa I Arriaga, and Lauren Wilcox. 2020. Using Diaries to Probe the Illness Experiences of Adolescent Patients and Parental Caregivers. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376426
[82]
Matthew K Hong, Udaya Lakshmi, Thomas A Olson, and Lauren Wilcox. 2018. Visual ODLs: Co-Designing Patient-Generated Observations of Daily Living to Support Data-Driven Conversations in Pediatric Care. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3173574.3174050
[83]
Christina Hoon. 2013. Meta-Synthesis of Qualitative Case Studies: An Approach to Theory Building. Organizational Research Methods 16, 4 (Oct. 2013), 522--556. https://doi.org/10.1177/1094428113484969
[84]
Mohammad Hossein Jarrahi, Nicci Gafinowitz, and Grace Shin. 2018. Activity trackers, prior motivation, and perceived informational and motivational affordances. Pers. Ubiquit. Comput. 22, 2 (April 2018), 433--448. https://doi.org/10.1007/s00779-017-1099-9
[85]
Hayeon Jeong, Heepyung Kim, Rihun Kim, Uichin Lee, and Yong Jeong. 2017. Smartwatch Wearing Behavior Analysis: A Longitudinal Study. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1, 3 (Sept. 2017). https://doi.org/10.1145/3131892
[86]
Eunkyung Jo, Austin L Toombs, Colin M Gray, and Hwajung Hong. 2020. Understanding Parenting Stress through Co-designed Self-Trackers. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376359
[87]
Simon Kristoffer Johansen and Anne Marie Kanstrup. 2016. Expanding the Locus of Control: Design of a Mobile Quantified Self-Tracking Application for Whiplash Patients. In Proceedings of the Nordic Conference on Human-Computer Interaction (NordiCHI). ACM, New York, NY, USA. https://doi.org/10.1145/2971485.2971497
[88]
Mikkel S Jørgensen, Frederik K Nissen, Jeni Paay, Jesper Kjeldskov, and Mikael B Skov. 2016. Monitoring children's physical activity and sleep: a study of surveillance and information disclosure. In Proceedings of the Australian Conference on Computer-Human Interaction (OzCHI). ACM, New York, NY, USA, 50--58. https://doi.org/10.1145/3010915.3010936
[89]
Jisu Jung, Monica Nour, Margaret Allman-Farinelli, and Judy Kay. 2017. Harnessing the "ambience" of the mobile-phone lockscreen for ultra-lite logging. In Proceedings of the Australian Conference on Computer-Human Interaction (OzCHI). ACM, New York, NY, USA, 21--30. https://doi.org/10.1145/3152771.3152774
[90]
Kazi Sinthia Kabir, Ahmad Alsaleem, and Jason Wiese. 2021. The Impact of Spinal Cord Injury on Participation in Human-Centered Research. In Designing Interactive Systems (DIS) Conference. ACM, New York, NY, USA. https://doi.org/10.1145/3461778.3462122
[91]
Kazi Sinthia Kabir, Alexandra Flis, Melody Mickens, Stephen K Trapp, and Jason Wiese. 2022. "We're Not Meant to Deal with Crisis for a Year": Supporting Frontline Healthcare Providers' Wellness During a Pandemic. In Pervasive Computing Technologies for Healthcare (PervasiveHealth). Springer International, 147--163. https://doi.org/10.1007/978-3-030-99194-4_11
[92]
Kazi Sinthia Kabir, Stacey A. Kenfield, Erin L. Van Blarigan, June M. Chan, and Jason Wiese. 2022. Ask the Users: A Case Study of Leveraging User-Centered Design for Designing Just-in-Time Adaptive Interventions (JITAIs). Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6, 2, Article 59 (jul 2022). https://doi.org/10.1145/3534612
[93]
Kazi Sinthia Kabir, Erin L Van Blarigan, June M Chan, Stacey A Kenfield, and Jason Wiese. 2019. "I'm Done with Cancer. What am I Trying to Improve?": Understanding the Perspective of Prostate Cancer Patients to Support Multiple Health Behavior Change. In Proceedings of the EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). ACM, New York, NY, USA, 81--90. https://doi.org/10.1145/3329189.3329207
[94]
Anne Marie Kanstrup and Pernille Bertelsen. 2016. Bringing new voices to design of exercise technology: participatory design with vulnerable young adults. In Proceedings of the 14th Participatory Design Conference (PDC), Vol. 1. ACM, New York, NY, USA, 121--130. https://doi.org/10.1145/2940299.2940305
[95]
Anne Marie Kanstrup, Pernille Bertelsen, and Martin B Jensen. 2018. Contradictions in digital health engagement: An activity tracker's ambiguous influence on vulnerable young adults' engagement in own health. Digit Health 4 (Jan. 2018). https://doi.org/10.1177/2055207618775192
[96]
Evangelos Karapanos, Rúben Gouveia, Marc Hassenzahl, and Jodi Forlizzi. 2016. Wellbeing in the Making: Peoples' Experiences with Wearable Activity Trackers. Psychol. Well Being 6, 1 (June 2016). https://doi.org/10.1186/s13612-016-0042-6
[97]
Ravi Karkar, Jessica Schroeder, Daniel A Epstein, Laura R Pina, Jeffrey Scofield, James Fogarty, Julie A Kientz, Sean A Munson, Roger Vilardaga, and Jasmine Zia. 2017. TummyTrials: A Feasibility Study of Using Self-Experimentation to Detect Individualized Food Triggers. Proceedings of the CHI Conference on Human Factors in Computing Systems (2017). https://doi.org/10.1145/3025453.3025480
[98]
Maria Karyda, Merja Ryöppy, Jacob Buur, and Andrés Lucero. 2020. Imagining Data-Objects for Reflective Self-Tracking. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376844
[99]
Ntwa Katule, Ulrike Rivett, and Melissa Densmore. 2016. A Family Health App: Engaging Children to Manage Wellness of Adults. In Proceedings of the Annual Symposium on Computing for Development (ACM DEV). ACM, New York, NY, USA. https://doi.org/10.1145/3001913.3001920
[100]
Dmitri S Katz, Blaine A Price, Simon Holland, and Nicholas Sheep Dalton. 2018. Data, Data Everywhere, and Still Too Hard to Link: Insights from User Interactions with Diabetes Apps. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3173574.3174077
[101]
Matthew Kay, Eun Kyoung Choe, Jesse Shepherd, Benjamin Greenstein, Nathaniel Watson, Sunny Consolvo, and Julie A Kientz. 2012. Lullaby: a capture & access system for understanding the sleep environment. In Proceedings of the ACM Conference on Ubiquitous Computing (UbiComp). ACM, New York, NY, USA. https://doi.org/10.1145/2370216.2370253
[102]
Elizabeth Kaziunas, Mark S Ackerman, Silvia Lindtner, and Joyce M Lee. 2017. Caring through Data: Attending to the Social and Emotional Experiences of Health Datafication. In Proceedings of the ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW). ACM, New York, NY, USA. https://doi.org/10.1145/2998181.2998303
[103]
Christina Kelley, Bongshin Lee, and Lauren Wilcox. 2017. Self-tracking for Mental Wellness: Understanding Expert Perspectives and Student Experiences. Proceedings of the CHI Conference on Human Factors in Computing Systems (2017), 629--641. https://doi.org/10.1145/3025453.3025750
[104]
Logan Kendall, Dan Morris, and Desney Tan. 2015. Blood Pressure Beyond the Clinic: Rethinking a Health Metric for Everyone. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 1679--1688. https://doi.org/10. 1145/2702123.2702276
[105]
Rohit Ashok Khot, Jeewon Lee, Deepti Aggarwal, Larissa Hjorth, and Florian Floyd Mueller. 2015. Tasty beats: Designing palatable representations of physical activity. Proceedings of the CHI Conference on Human Factors in Computing Systems (2015), 2933--2942. https://doi.org/10.1145/2702123.2702197
[106]
Rohit Ashok Khot, Jeewon Lee, Larissa Hjorth, and Florian 'floyd' Mueller. 2014. SweatAtoms: understanding physical activity through material artifacts. In CHI '14 Extended Abstracts on Human Factors in Computing Systems. ACM, New York, NY, USA, 173--174. https://doi.org/10.1145/2559206.2579479
[107]
Da-Jung Kim, Yeoreum Lee, Saeyoung Rho, and Youn-Kyung Lim. 2016. Design Opportunities in Three Stages of Relationship Development between Users and Self-Tracking Devices. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 699--703. https://doi.org/10.1145/2858036.2858148
[108]
Jeongeun Kim. 2014. A qualitative analysis of user experiences with a self-tracker for activity, sleep, and diet. Interact. J. Med. Res. 3, 1 (March 2014). https://doi.org/10.2196/ijmr.2878
[109]
Yoojung Kim, Sookyoung Ji, Hyunjeong Lee, Jeong Whun Kim, Sooyoung Yoo, and Joongseek Lee. 2016. "My doctor is keeping an eye on me!": Exploring the clinical applicability of a mobile food logger. Proceedings of the CHI Conference on Human Factors in Computing Systems (2016), 5620--5631. https://doi.org/10.1145/2858036.2858145
[110]
Young-Ho Kim, Jae Ho Jeon, Eun Kyoung Choe, Bongshin Lee, Kwonhyun Kim, and Jinwook Seo. 2016. TimeAware: Leveraging Framing Effects to Enhance Personal Productivity. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 272--283. https://doi.org/10.1145/2858036.2858428
[111]
Young-Ho Kim, Jae Ho Jeon, Bongshin Lee, Eun Kyoung Choe, and Jinwook Seo. 2017. OmniTrack. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1, 3 (Sept. 2017). https://doi.org/10.1145/3130930
[112]
Predrag Klasnja, Shawna Smith, Nicholas J Seewald, Andy Lee, Kelly Hall, Brook Luers, Eric B Hekler, and Susan A Murphy. 2019. Efficacy of contextually tailored suggestions for physical activity: a micro-randomized optimization trial of HeartSteps. Annals of Behavioral Medicine 53, 6 (2019), 573--582. https://doi.org/10.1093/abm/kay067
[113]
Rafal Kocielnik, Daniel Avrahami, Jennifer Marlow, Di Lu, and Gary Hsieh. 2018. Designing for Workplace Reflection: A Chat and Voice-Based Conversational Agent. In Proceedings of the Designing Interactive Systems Conference (DIS). ACM, New York, NY, USA, 881--894. https://doi.org/10.1145/3196709.3196784
[114]
Rafal Kocielnik, Lillian Xiao, Daniel Avrahami, and Gary Hsieh. 2018. Reflection Companion: A Conversational System for Engaging Users in Reflection on Physical Activity. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2, 2 (July 2018). https://doi.org/10. 1145/3214273
[115]
Jonathan Lachal, Anne Revah-Levy, Massimiliano Orri, and Marie Rose Moro. 2017. Metasynthesis: An Original Method to Synthesize Qualitative Literature in Psychiatry. Front. Psychiatry 8 (Dec. 2017). https://doi.org/10.3389/fpsyt.2017.00269
[116]
Shaun Lawson, Sue Jamison-Powell, Andrew Garbett, Conor Linehan, Erica Kucharczyk, Sanne Verbaan, Duncan A Rowland, and Kevin Morgan. 2013. Validating a mobile phone application for the everyday, unobtrusive, objective measurement of sleep. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 2497--2506. https://doi.org/10.1145/2470654.2481345
[117]
Amanda Lazar, Christian Koehler, Theresa Jean Tanenbaum, and David H Nguyen. 2015. Why we use and abandon smart devices. In Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp). ACM, New York, NY, USA, 635--646. https://doi.org/10.1145/2750858.2804288
[118]
Matthew L Lee and Anind K Dey. 2011. Reflecting on pills and phone use: supporting awareness of functional abilities for older adults. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 2095--2104. https://doi.org/10.1145/1978942.1979247
[119]
Victor R Lee. 2019. On researching activity tracking to support learning: a retrospective. Inf. Learn. Sci. 120 (Jan. 2019), 133--154. https://doi.org/10.1108/ils-06-2018-0048
[120]
Ian Li, Anind Dey, and Jodi Forlizzi. 2010. A stage-based model of personal informatics systems. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 557--566. https://doi.org/10.1145/1753326.1753409
[121]
Ian Li, Anind K Dey, and Jodi Forlizzi. 2012. Using context to reveal factors that affect physical activity. ACM Trans. Comput.-Hum. Interact. 19, 1 (May 2012). https://doi.org/10.1145/2147783.2147790
[122]
Zilu Liang, Yukiko Nagata, Mario Alberto Chapa Martell, and Takuichi Nishimura. 2016. Nurturing wearable and mHealth technologies for self-care: Mindset, tool set and skill set. In IEEE International Conference on e-Health Networking, Applications and Services (Healthcom). IEEE. https://doi.org/10.1109/HealthCom.2016.7749432
[123]
Zilu Liang and Bernd Ploderer. 2016. Sleep tracking in the real world: a qualitative study into barriers for improving sleep. In Proceedings of the Australian Conference on Computer-Human Interaction (OzCHI). ACM, New York, NY, USA, 537--541. https://doi.org/10.1145/3010915.3010988
[124]
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. Pers. Ubiquit. Comput. 20, 6 (Nov. 2016), 985--1000. https://doi.org/10.1007/s00779-016-0960-6
[125]
L P Lidegaard, N Schwennesen, I Willaing, and K Faerch. 2016. Barriers to and motivators for physical activity among people with Type 2 diabetes: patients' perspectives. Diabet. Med. 33, 12 (Dec. 2016), 1677--1685. https://doi.org/10.1111/dme.13167
[126]
Wanyu Liu, Bernd Ploderer, and Thuong Hoang. 2015. In Bed with Technology: Challenges and Opportunities for Sleep Tracking. In Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction (OzCHI). ACM, New York, NY, USA, 142--151. https://doi.org/10.1145/2838739.2838742
[127]
Andrés Lucero. 2015. Using Affinity Diagrams to Evaluate Interactive Prototypes. In Human-Computer Interaction -- INTERACT 2015, Julio Abascal, Simone Barbosa, Mirko Fetter, Tom Gross, Philippe Palanque, and Marco Winckler (Eds.). Springer International Publishing, Cham, 231--248. https://doi.org/10.1007/978-3-319-22668-2_19
[128]
Kai Lukoff, Taoxi Li, Yuan Zhuang, and Brian Y Lim. 2018. TableChat: Mobile Food Journaling to Facilitate Family Support for Healthy Eating. Proc. ACM Hum.-Comput. Interact. 2, CSCW (Nov. 2018). https://doi.org/10.1145/3274383
[129]
Daniel Luna, Alfredo Almerares, John C Mayan, Fernan González Bernaldo de Quirós, and Carlos Otero. 2014. Health Informatics in Developing Countries: Going beyond Pilot Practices to Sustainable Implementations: A Review of the Current Challenges. In Health Informatics Research. https://doi.org/10.4258/hir.2014.20.1.3
[130]
Yuhan Luo, Bongshin Lee, and Eun Kyoung Choe. 2020. TandemTrack: Shaping Consistent Exercise Experience by Complementing a Mobile App with a Smart Speaker. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376616
[131]
Yuhan Luo, Bongshin Lee, Donghee Yvette Wohn, Amanda L Rebar, David E Conroy, and Eun Kyoung Choe. 2018. Time for Break: Understanding Information Workers' Sedentary Behavior Through a Break Prompting System. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3173574.3173701
[132]
Haley MacLeod, Anthony Tang, and Sheelagh Carpendale. 2013. Personal informatics in chronic illness management. In Proceedings of Graphics Interface Comference (GI). Canadian Information Processing Society, Canada, 149--156. https://dl.acm.org/doi/pdf/10.5555/2532129.2532155
[133]
Lena Mamykina, Elizabeth M Heitkemper, Arlene M Smaldone, Rita Kukafka, Heather J Cole-Lewis, Patricia G Davidson, Elizabeth D Mynatt, Andrea Cassells, Jonathan N Tobin, and George Hripcsak. 2017. Personal discovery in diabetes self-management: Discovering cause and effect using self-monitoring data. J. Biomed. Inform. 76 (Dec. 2017). https://doi.org/10.1016/j.jbi.2017.09.013
[134]
Akhil Mathur, Marc Van den Broeck, Geert Vanderhulst, Afra Mashhadi, and Fahim Kawsar. 2015. Tiny habits in the giant enterprise: understanding the dynamics of a quantified workplace. In Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp). ACM, New York, NY, USA, 577--588. https://doi.org/10.1145/2750858.2807528
[135]
Pamela McKinney, Andrew Martin Cox, and Laura Sbaffi. 2019. Information Literacy in Food and Activity Tracking Among Parkrunners, People With Type 2 Diabetes, and People With Irritable Bowel Syndrome: Exploratory Study. J. Med. Internet Res. 21, 8 (Aug. 2019). https://doi.org/10.2196/13652
[136]
Jingbo Meng, Syed Ali Hussain, David C Mohr, Mary Czerwinski, and Mi Zhang. 2018. Exploring User Needs for a Mobile Behavioral-Sensing Technology for Depression Management: Qualitative Study. J. Med. Internet Res. 20, 7 (July 2018). https://doi.org/10.2196/10139
[137]
Helena M Mentis, Anita Komlodi, Katrina Schrader, Michael Phipps, Ann Gruber-Baldini, Karen Yarbrough, and Lisa Shulman. 2017. Crafting a View of Self-Tracking Data in the Clinical Visit. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 5800--5812. https://doi.org/10.1145/3025453.3025589
[138]
Andre N Meyer, Gail C Murphy, Thomas Zimmermann, and Thomas Fritz. 2017. Design Recommendations for Self-Monitoring in the Workplace: Studies in Software Development. Proc. ACM Hum.-Comput. Interact. 1, CSCW (Dec. 2017). https://doi.org/10.1145/3134714
[139]
Jochen Meyer, Elke Beck, Merlin Wasmann, and Susanne Boll. 2017. Making Sense in the Long Run: Long-Term Health Monitoring in Real Lives. In IEEE International Conference on Healthcare Informatics (ICHI). 285--294. https://doi.org/10.1109/ICHI.2017.11
[140]
Joanna Milward, Paolo Deluca, Colin Drummond, and Andreas Kimergård. 2018. Developing Typologies of User Engagement With the BRANCH Alcohol-Harm Reduction Smartphone App: Qualitative Study. JMIR Mhealth Uhealth 6, 12 (Dec. 2018). https://doi.org/10.2196/11692
[141]
Sonali R Mishra, Predrag Klasnja, John MacDuffie Woodburn, Eric B Hekler, Larsson Omberg, Michael Kellen, and Lara Mangravite. 2019. Supporting Coping with Parkinson's Disease Through Self Tracking. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3290605.3300337
[142]
Sonali R Mishra, Andrew D Miller, Shefali Haldar, Maher Khelifi, Jordan Eschler, Rashmi G Elera, Ari H Pollack, and Wanda Pratt. 2018. Supporting Collaborative Health Tracking in the Hospital: Patients' Perspectives. Proceedings of the CHI Conference on Human Factors in Computing Systems (2018). https://doi.org/10.1145/3173574.3174224
[143]
Jimmy Moore, Pascal Goffin, Miriah Meyer, Philip Lundrigan, Neal Patwari, Katherine Sward, and Jason Wiese. 2018. Managing In-home Environments through Sensing, Annotating, and Visualizing Air Quality Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2, 3 (Sept. 2018). https://doi.org/10.1145/3264938
[144]
Sean A. Munson, Jessica Schroeder, Ravi Karkar, Julie A. Kientz, Chia-Fang Chung, and James Fogarty. 2020. The Importance of Starting With Goals in N-of-1 Studies. Frontiers in Digital Health 2 (2020). https://doi.org/10.3389/fdgth.2020.00003
[145]
Elizabeth L Murnane, Tara G Walker, Beck Tench, Stephen Voida, and Jaime Snyder. 2018. Personal Informatics in Interpersonal Contexts: Towards the Design of Technology that Supports the Social Ecologies of Long-Term Mental Health Management. Proc. ACM Hum.-Comput. Interact. 2, CSCW (Nov. 2018). https://doi.org/10.1145/3274396
[146]
Stephanie G Nadarajah, Peder W Pedersen, Bastian I Hougaard, and Hendrik Knoche. 2019. Am I Coughing More Than Usual? Patient Reflections and User Needs on Tracking COPD Data in a Telehealth System. In Proceedings of the International Workshop on Multimedia for Personal Health & Health Care (HealthMedia). ACM, New York, NY, USA, 2--8. https://doi.org/10.1145/3347444.3356237
[147]
Ada Ng, Rachel Kornfield, Stephen M Schueller, Alyson K Zalta, Michael Brennan, and Madhu Reddy. 2019. Provider Perspectives on Integrating Sensor-Captured Patient-Generated Data in Mental Health Care. Proc ACM Hum Comput Interact 3, CSCW (Nov. 2019). https://doi.org/10.1145/3359217
[148]
Jasmin Niess and Paweł W Woźniak. 2018. Supporting Meaningful Personal Fitness: the Tracker Goal Evolution Model. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3173574.3173745
[149]
Jeungmin Oh and Uichin Lee. 2015. Exploring UX issues in Quantified Self technologies. In 2015 Eighth International Conference on Mobile Computing and Ubiquitous Networking (ICMU). 53--59. https://doi.org/10.1109/ICMU.2015.7061028
[150]
Tom Owen, Jennifer Pearson, Harold Thimbleby, and George Buchanan. 2015. ConCap: Designing to Empower Individual Reflection on Chronic Conditions using Mobile Apps. In Proceedings of the International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI). ACM, New York, NY, USA, 105--114. https://doi.org/10.1145/2785830.2785881
[151]
Işil Oygür, Daniel A Epstein, and Yunan Chen. 2020. Raising the Responsible Child: Collaborative Work in the Use of Activity Trackers for Children. Proc. ACM Hum.-Comput. Interact. 4, CSCW2 (Oct. 2020). https://doi.org/10.1145/3415228
[152]
Jeni Paay, Jesper Kjeldskov, Mikael B Skov, Lars Lichon, and Stephan Rasmussen. 2015. Understanding Individual Differences for Tailored Smoking Cessation Apps. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 1699--1708. https://doi.org/10.1145/2702123.2702321
[153]
Jeni Paay, Jesper Kjeldskov, Mikael B Skov, Nirojan Srikandarajah, and Umachanger Brinthaparan. 2015. QuittyLink: Using Smartphones for Personal Counseling to Help People Quit Smoking. In Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI). ACM, New York, NY, USA, 98--104. https://doi.org/10.1145/2785830.2785877
[154]
Gaurav Paruthi, Shriti Raj, Seungjoo Baek, Chuyao Wang, Chuan-Che Huang, Yung-Ju Chang, and Mark W Newman. 2018. Heed: Exploring the Design of Situated Self-Reporting Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2, 3 (Sept. 2018). https://doi.org/10.1145/3264942
[155]
Misha Patel and Aisling Ann O'Kane. 2015. Contextual Influences on the Use and Non-Use of Digital Technology While Exercising at the Gym. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 2923--2932. https://doi.org/10.1145/2702123.2702384
[156]
Fengjiao Peng, Veronica Crista LaBelle, Emily Christen Yue, and Rosalind W Picard. 2018. A Trip to the Moon: Personalized Animated Movies for Self-reflection. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3173574.3173827
[157]
Justin Petelka, Lucy Van Kleunen, Liam Albright, Elizabeth Murnane, Stephen Voida, and Jaime Snyder. 2020. Being (In)Visible: Privacy, Transparency, and Disclosure in the Self-Management of Bipolar Disorder. Proceedings of the CHI Conference on Human Factors in Computing Systems (2020). https://doi.org/10.1145/3313831.3376573
[158]
C Dean Pielstick. 1998. The transforming leader: A meta-ethnographic analysis. Community college review 26, 3 (1998), 15--34. https://doi.org/10.1177/009155219802600302
[159]
Laura R Pina, Sang-Wha Sien, Clarissa Song, Teresa M Ward, James Fogarty, Sean A Munson, and Julie A Kientz. 2020. DreamCatcher: Exploring How Parents and School-Age Children Can Track and Review Sleep Information Together. Proc ACM Hum Comput Interact 4, CSCW1 (May 2020). https://doi.org/10.1145/3392882
[160]
Laura R Pina, Sang-Wha Sien, Teresa Ward, Jason C Yip, Sean A Munson, James Fogarty, and Julie A Kientz. 2017. From Personal Informatics to Family Informatics: Understanding Family Practices around Health Monitoring. In Proceedings of the ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW). ACM, New York, NY, USA, 2300--2315. https://doi.org/10.1145/2998181.2998362
[161]
Bernd Ploderer, Wally Smith, Steve Howard, Jon Pearce, and Ron Borland. 2012. Things you don't want to know about yourself: ambivalence about tracking and sharing personal information for behaviour change. In Proceedings of the Australian Computer-Human Interaction Conference (OzCHI). ACM, New York, NY, USA, 489--492. https://doi.org/10.1145/2414536.2414610
[162]
Bernd Ploderer, Jonathon Stuart, Vivian Tran, Theresa L Green, and Jennifer Muller. 2017. The transition of stroke survivors from hospital to home: understanding work and design opportunities. In Proceedings of the Australian Conference on Computer-Human Interaction (OzCHI). ACM, New York, NY, USA. https://doi.org/10.1145/3152771.3152772
[163]
Jeannette Pols, Dick Willems, and Margunn Aanestad. 2019. Making sense with numbers. Unravelling ethico-psychological subjects in practices of self-quantification. Sociol. Health Illn. 41 (Oct. 2019), 98--115. https://doi.org/10.1111/1467-9566.12894
[164]
Gary W Pritchard, Pam Briggs, John Vines, and Patrick Olivier. 2015. How to Drive a London Bus: Measuring Performance in a Mobile and Remote Workplace. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 1885--1894. https://doi.org/10.1145/2702123.2702307
[165]
James O. Prochaska. 2020. Transtheoretical Model of Behavior Change. Springer International Publishing, Cham, 2266--2270. https://doi.org/10.1007/978-3-030-39903-0_70
[166]
Shriti Raj, Mark W Newman, Joyce M Lee, and Mark S Ackerman. 2017. Understanding Individual and Collaborative Problem-Solving with Patient-Generated Data: Challenges and Opportunities. Proc. ACM Hum.-Comput. Interact. 1, CSCW (Dec. 2017). https://doi.org/10.1145/3134723
[167]
Juho Rantakari, Virve Inget, Ashley Colley, and Jonna Häkkilä. 2016. Charting Design Preferences on Wellness Wearables. In Proceedings of the 7th Augmented Human International Conference (AH). ACM, New York, NY, USA. https://doi.org/10.1145/2875194.2875231
[168]
Amon Rapp and Federica Cena. 2015. Affordances for self-tracking wearable devices. In Proceedings of the ACM International Symposium on Wearable Computers (ISWC). ACM, New York, NY, USA, 141--142. https://doi.org/10.1145/2802083.2802090
[169]
Amon Rapp and Federica Cena. 2016. Personal informatics for everyday life: How users without prior self-tracking experience engage with personal data. Int. J. Hum.-Comput. Stud. 94, C (Oct. 2016). https://doi.org/10.1016/j.ijhcs.2016.05.006
[170]
Ruth Ravichandran, Sang-Wha Sien, Shwetak N Patel, Julie A Kientz, and Laura R Pina. 2017. Making Sense of Sleep Sensors: How Sleep Sensing Technologies Support and Undermine Sleep Health. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 6864--6875. https://doi.org/10.1145/3025453.3025557
[171]
Saeyoung Rho, Injung Lee, Hankyung Kim, Jonghyuk Jung, Hyungi Kim, Bong Gwan Jun, and Youn-Kyung Lim. 2017. FutureSelf: What Happens When We Forecast Self-Trackers? Future Health Statuses?. In Proceedings of the Conference on Designing Interactive Systems (DIS). ACM, New York, NY, USA, 637--648. https://doi.org/10.1145/3064663.3064676
[172]
Verónica Rivera-Pelayo, Angela Fessl, Lars Müller, and Viktoria Pammer. 2017. Introducing Mood Self-Tracking at Work: Empirical Insights from Call Centers. ACM Trans. Comput.-Hum. Interact. 24, 1 (Feb. 2017). https://doi.org/10.1145/3014058
[173]
Sunil Rodger and Kenton O'Hara. 2019. Exploring the Potential for Technology to Improve Cystic Fibrosis Care Provision: Patient and Professional Perspectives. Proc. ACM Hum.-Comput. Interact. 3, CSCW (Nov. 2019). https://doi.org/10.1145/3359223
[174]
Yvonne Rogers. 2011. Interaction design gone wild: striving for wild theory. interactions 18, 4 (2011), 58--62. https://doi.org/10.1145/1978822.1978834
[175]
Yvonne Rogers, Kay Connelly, Lenore Tedesco, William Hazlewood, Andrew Kurtz, Robert E Hall, Josh Hursey, and Tammy Toscos. 2007. Why it's worth the hassle: The value of in-situ studies when designing ubicomp. In International conference on ubiquitous computing. Springer, 336--353. https://doi.org/10.1007/978-3-540-74853-3_20
[176]
John Rooksby, Parvin Asadzadeh, Mattias Rost, Alistair Morrison, and Matthew Chalmers. 2016. Personal Tracking of Screen Time on Digital Devices. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 284--296. https://doi.org/10.1145/2858036.2858055
[177]
John Rooksby, Mattias Rost, Alistair Morrison, and Matthew Chalmers. 2014. Personal tracking as lived informatics. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 1163--1172. https://doi.org/10.1145/2556288.2557039
[178]
Heleen Rutjes, Martijn C Willemsen, and Wijnand A IJsselsteijn. 2019. Beyond Behavior: The Coach's Perspective on Technology in Health Coaching. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3290605.3300900
[179]
Herman Saksono, Carmen Castaneda-Sceppa, Jessica Hoffman, Vivien Morris, Magy Seif El-Nasr, and Andrea G Parker. 2020. Storywell: Designing for Family Fitness App Motivation by Using Social Rewards and Reflection. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376686
[180]
Herman Saksono, Carmen Castaneda-Sceppa, Jessica Hoffman, Magy Seif El-Nasr, Vivien Morris, and Andrea G Parker. 2018. Family Health Promotion in Low-SES Neighborhoods: A Two-Month Study of Wearable Activity Tracking. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3173574.3173883
[181]
Ana-Maria Salai and Lynne Baillie. 2019. A Wee Bit More Interaction: Designing and Evaluating an Overactive Bladder App. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3290605. 3300933
[182]
Jessica Schroeder, Chia-Fang Chung, Daniel A Epstein, Ravi Karkar, Adele Parsons, Natalia Murinova, James Fogarty, and Sean A Munson. 2018. Examining Self-Tracking by People with Migraine: Goals, Needs, and Opportunities in a Chronic Health Condition. In Proceedings of the Designing Interactive Systems Conference (DIS). ACM, New York, NY, USA, 135--148. https://doi.org/10.1145/3196709.3196738
[183]
Jessica Schroeder, Jane Hoffswell, Chia-Fang Chung, James Fogarty, Sean Munson, and Jasmine Zia. 2017. Supporting Patient-Provider Collaboration to Identify Individual Triggers using Food and Symptom Journals. Proceedings of the ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW) (Feb. 2017), 1726--1739. https://doi.org/10.1145/2998181.2998276
[184]
Jessica Schroeder, Ravi Karkar, Natalia Murinova, James Fogarty, and Sean A Munson. 2019. Examining Opportunities for Goal-Directed Self-Tracking to Support Chronic Condition Management. Proc ACM Interact Mob Wearable Ubiquitous Technol 3, 4 (Dec. 2019). https://doi.org/10.1145/3369809
[185]
Christy K Scott, Michael L Dennis, and David H Gustafson. 2017. Using smartphones to decrease substance use via self-monitoring and recovery support: study protocol for a randomized control trial. Trials 18, 1 (2017). https://doi.org/10.1186/s13063-017-2096-z
[186]
Elizabeth Shove. 2007. The design of everyday life. Berg.
[187]
Pete B Shull, Wisit Jirattigalachote, Michael A Hunt, Mark R Cutkosky, and Scott L Delp. 2014. Quantified self and human movement: a review on the clinical impact of wearable sensing and feedback for gait analysis and intervention. Gait Posture 40, 1 (2014), 11--19. https://doi.org/10.1016/J.GAITPOST.2014.03.189
[188]
Wally Smith, Bernd Ploderer, Greg Wadley, Sarah Webber, and Ron Borland. 2017. Trajectories of Engagement and Disengagement with a Story-Based Smoking Cessation App. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 3045--3056. https://doi.org/10.1145/3025453.3026054
[189]
Jaime Snyder. 2020. Visualizing Personal Rhythms: A Critical Visual Analysis of Mental Health in Flux. In Proceedings of the ACM Designing Interactive Systems Conference (DIS). ACM, New York, NY, USA, 269--281. https://doi.org/10.1145/3357236.3395463
[190]
Dallas Swendeman, Nithya Ramanathan, Laura Baetscher, Melissa Medich, Aaron Scheffler, W Scott Comulada, and Deborah Estrin. 2015. Smartphone self-monitoring to support self-management among people living with HIV: perceived benefits and theory of change from a mixed-methods randomized pilot study. J. Acquir. Immune Defic. Syndr. 69 (May 2015). https://doi.org/10.1097/QAI.0000000000000570
[191]
Lie Ming Tang and Judy Kay. 2017. Harnessing Long Term Physical Activity Data---How Long-term Trackers Use Data and How an Adherence-based Interface Supports New Insights. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1, 2 (June 2017). https://doi.org/10.1145/3090091
[192]
Lie Ming Tang and Judy Kay. 2018. Scaffolding for an OLM for Long-Term Physical Activity Goals. In Proceedings of the Conference on User Modeling, Adaptation and Personalization (UMAP). ACM, New York, NY, USA, 147--156. https://doi.org/10.1145/3209219.3209220
[193]
Elisabeth T van Dijk, Joyce H D M Westerink, Femke Beute, and Wijnand A IJsselsteijn. 2015. In Sync: The Effect of Physiology Feedback on the Match between Heart Rate and Self-Reported Stress. Biomed Res. Int. (June 2015). https://doi.org/10.1155/2015/134606
[194]
Janne van Kollenburg, Sander Bogers, Heleen Rutjes, Eva Deckers, Joep Frens, and Caroline Hummels. 2018. Exploring the Value of Parent Tracked Baby Data in Interactions with Healthcare Professionals: A Data-Enabled Design Exploration. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3173574.3173871
[195]
Bert Vandenberghe, Jasper Vanhoof, Roos Voorend, David Geerts, and Fabienne Dobbels. 2018. The 'Self' as Barrier for Self-Management Technologies in Healthcare?. In Proceedings of the EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). ACM, New York, NY, USA, 336--346. https://doi.org/10.1145/3240925.3240974
[196]
Nervo Verdezoto and Erik Grönvall. 2016. On preventive blood pressure self-monitoring at home. Cogn. Technol. Work 18, 2 (May 2016), 267--285. https://doi.org/10.1007/s10111-015-0358-7
[197]
Lucia Vesnic-Alujevic, Melina Breitegger, and Ângela Guimarães Pereira. 2018. 'Do-It-Yourself' Healthcare? Quality of Health and Healthcare Through Wearable Sensors. Sci. Eng. Ethics 24, 3 (June 2018), 887--904. https://doi.org/10.1007/s11948-016-9771-4
[198]
Aku Visuri, Niels van Berkel, Chu Luo, Jorge Goncalves, Denzil Ferreira, and Vassilis Kostakos. 2017. Predicting interruptibility for manual data collection: a cluster-based user model. In Proceedings of the International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI). ACM, New York, NY, USA. https://doi.org/10.1145/3098279.3098532
[199]
Emily A. Vogels. 2020. About one-in-five Americans use a smart watch or fitness tracker. https://www.pewresearch.org/short-reads/2020/01/09/about-one-in-five-americans-use-a-smart-watch-or-fitness-tracker/ Last accessed 15 May 2023.
[200]
Denis Walsh and Soo Downe. 2005. Meta-synthesis method for qualitative research: a literature review. J. Adv. Nurs. 50, 2 (April 2005), 204--211. https://doi.org/10.1111/j.1365-2648.2005.03380.x
[201]
Junqing Wang, Aisling Ann O'Kane, Nikki Newhouse, Geraint Rhys Sethu-Jones, and Kaya de Barbaro. 2017. Quantified Baby: Parenting and the Use of a Baby Wearable in the Wild. Proc. ACM Hum.-Comput. Interact. 1, CSCW (Dec. 2017). https://doi.org/10.1145/3134743
[202]
Peter West, Richard Giordano, Max Van Kleek, and Nigel Shadbolt. 2016. The Quantified Patient in the Doctor's Office: Challenges & Opportunities. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 3066--3078. https://doi.org/10.1145/2858036.2858445
[203]
Peter West, Max Van Kleek, Richard Giordano, Mark J Weal, and Nigel Shadbolt. 2018. Common Barriers to the Use of Patient-Generated Data Across Clinical Settings. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3173574.3174058
[204]
Jordan Wirfs-Brock, Sarah Mennicken, and Jennifer Thom. 2020. Giving Voice to Silent Data: Designing with Personal Music Listening History. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA. https://doi.org/10.1145/3313831.3376493
[205]
Jacob O. Wobbrock and Julie A. Kientz. 2016. Research Contributions in Human-Computer Interaction. Interactions 23, 3 (apr 2016), 38--44. https://doi.org/10.1145/2907069
[206]
Mengru Xue, Rong-Hao Liang, Bin Yu, Mathias Funk, Jun Hu, and Loe Feijs. 2019. AffectiveWall: Designing Collective Stress-Related Physiological Data Visualization for Reflection. IEEE Access 7 (2019). https://doi.org/10.1109/ACCESS.2019.2940866
[207]
Svetlana Yarosh. 2013. Shifting dynamics or breaking sacred traditions? the role of technology in twelve-step fellowships. In Proceedings of the CHI Conference on Human Factors in Computing Systems. ACM, New York, NY, USA, 3413--3422. https://doi.org/10.1145/2470654. 2466468
[208]
Chuang-Wen You, Yaliang Chuang, Hung-Yeh Lin, Jui-Ting Tsai, Yi-Ching Huang, Chia-Hua Kuo, Ming-Chyi Huang, Shan Jean Wu, Frank Wencheng Liu, Jane Yung-Jen Hsu, and Hui-Ching Wu. 2019. SoberComm: Using Mobile Phones to Facilitate Inter-family Communication with Alcohol-dependent Patients. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3, 3 (Sept. 2019). https://doi.org/10.1145/3351277
[209]
Ou Jie Zhao, Tiffany Ng, and Dan Cosley. 2012. No forests without trees: particulars and patterns in visualizing personal communication. In Proceedings of the 2012 iConference. ACM, New York, NY, USA, 25--32. https://doi.org/10.1145/2132176.2132180
[210]
Oren Zuckerman and Ayelet Gal-Oz. 2014. Deconstructing gamification: evaluating the effectiveness of continuous measurement, virtual rewards, and social comparison for promoting physical activity. Pers. Ubiquit. Comput. 18, 7 (Oct. 2014), 1705--1719. https://doi.org/10.1007/s00779-014-0783-2
Index Terms
- A Meta-Synthesis of the Barriers and Facilitators for Personal Informatics Systems
Recommendations
Looking for the unusual: how older adults utilize self-tracking techniques for health management
PervasiveHealth '16: Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for HealthcareSelf-tracking applications for health management have become popular both in industry and in academia. Half of older adults in the U.S. track health indicators, but they rarely use technology for that purpose. We conduct a qualitative study to ...
An Article a Day: Towards Personal Informatics for Healthy News Consumption
CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing SystemsTechnological logs can enable us to self-reflect on our habits through data. Avid news consumers, who read many articles and take an interest in news media, may have a pronounced interest in tracking their news habits. From a lens of personal informatics, ...
Lessons Learned from Two Cohorts of Personal Informatics Self-Experiments
Self-experiments allow people to investigate their own individual outcomes from behavior change, often with the aid of personal tracking devices. The challenge is to design scientifically valid self-experiments that can reach conclusive results. In this ...
Comments
Information & Contributors
Information
Published In
Copyright © 2023 Owner/Author.
This work is licensed under a Creative Commons Attribution International 4.0 License.
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Published: 27 September 2023
Published in IMWUT Volume 7, Issue 3
Check for updates
Author Tags
Qualifiers
- Research-article
- Research
- Refereed
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- View Citations1Total Citations
- 479Total Downloads
- Downloads (Last 12 months)479
- Downloads (Last 6 weeks)50
Reflects downloads up to 01 Sep 2024
Other Metrics
Citations
Cited By
View all- Lee JLee BChoi SSeo JChoe E(2024)Identify, Adapt, PersistProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36595858:2(1-21)Online publication date: 15-May-2024
View Options
Get Access
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in