Mapping and Taking Stock of the Personal Informatics Literature

by | Dec 17, 2020 | Research Publications

Author(s):

  • 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
  • Yunan Chen

Abstract:

The research community on the study and design of systems for personal informatics has grown over the past decade. To take stock of what the topics the field has studied and methods the field has used, we map and label 523 publications from ACM’s library, IEEE Xplore, and PubMed. We surface that the literature has focused on studying and designing for health and wellness domains, an emphasis on understanding and overcoming barriers to data collection and reflection, and progressively fewer contributions involving artifacts being made. Our mapping review suggests directions future research could explore, such as identifying and resolving barriers to tracking stages beyond collection and reflection, engaging more with domain experts, and further discussing the privacy and ethical concerns around tracked data.

Documentation:

https://doi.org/10.1145/3432231

References:
  1. 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. Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2014), 72–79. http://doi.org/10.4108/icst.pervasivehealth.2014.254959
  2. Elena Agapie, Bonnie Chinh, Laura R. Pina, Diana Oviedo, Molly C. Welsh, Gary Hsieh, and Sean A. Munson. (2018). Crowdsourcing Exercise Plans Aligned with Expert Guidelines and Everyday Constraints. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018), 1–13. http://doi.org/10.1145/3173574.3173898
  3. Btihaj Ajana. (2017). Digital Health and the Biopolitics of the Quantified Self. Digital Health, 3, 205520761668950. http://doi.org/10.1177/2055207616689509
  4. Manal Almalki, Kathleen Gray, and Fernando Martin Sanchez. (2015). The use of Self-Quantification Systems for Personal Health Information: Big Data Management Activities and Prospects. Health Information Science and Systems, 3(S1), S1. http://doi.org/10.1186/2047-2501-3-s1-s1
  5. Tim Althoff, Ryen W. White, and Eric Horvitz. (2016). Influence of Pokémon Go on Physical Activity: Study and Implications. Journal of Medical Internet Research, 18(12). http://doi.org/10.2196/jmir.6759
  6. Fereshteh Amini, Khalad Hasan, Andrea Bunt, and Pourang Irani. (2017). Data Representations for In-Situ Exploration of Health and Fitness Data. Proceedings of the EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2017), 163–172. http://doi.org/10.1145/3154862.3154879
  7. Harris Insights & Analytics. (2020). 2020 Consumer Financial Literacy Survey. https://www.nfcc.org/resources/client-impact-and-research/2020-consumer-financial-literacy-survey/
  8. 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. Journal of Medical Internet Research, 17(8). http://doi.org/10.2196/jmir.4209
  9. Geoff Appelboom, Melissa Lopresti, Jean Yves Reginster, E. Sander Connolly, and Emmanuel P.L. Dumont. (2014). The Quantified Patient: A Patient Participatory Culture. Current Medical Research and Opinion, 30(12), 2585–2587. http://doi.org/10.1185/03007995.2014.954032
  10. Hilary Arksey and Lisa O’Malley. (2005). Scoping Studies: Towards a Methodological Framework. International Journal of Social Research Methodology, 8(1), 19–32. http://doi.org/10.1080/1364557032000119616
  11. Olivier Augereau, Charles Lima Sanches, Koichi Kise, and Kai Kunze. (2018). Wordometer Systems for Everyday Life. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 1(4), 1–21. http://doi.org/10.1145/3161601
  12. Amid Ayobi, Tobias Sonne, Paul Marshall, and Anna L. Cox. (2018). Flexible and Mindful Self-Tracking: Design Implications from Paper Bullet Journals. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018). http://doi.org/10.1145/3173574.3173602
  13. 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. Annual review of nursing research, 34, 247–260. http://doi.org/10.1891/0739-6686.34.247
  14. Albert Bandura. (1977). Social Learning Theory. Prentice-Hall, Oxford, England.
  15. Kelly Glazer Baron, Sabra Abbott, Nancy Jao, Natalie Manalo, and Rebecca Mullen. (2017). Orthosomnia: Are Some Patients Taking the Quantified Self Too Far? Journal of Clinical Sleep Medicine, 13(2), 351–354. http://doi.org/10.5664/jcsm.6472
  16. Meredith A. Barrett, Olivier Humblet, Robert A. Hiatt, and Nancy E. Adler. (2013). Big Data and Disease Prevention: From Quantified Self to Quantified Communities. Big Data, 1(3), 168–175. http://doi.org/10.1089/big.2013.0027
  17. Eric P.S. Baumer. (2015). Reflective Informatics: Conceptual Dimensions for Designing Technologies of Reflection. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2015). http://doi.org/10.1145/2702123.2702234
  18. Eric P.S. Baumer, Sherri Jean Katz, Jill E. Freeman, Phil Adams, Amy L. Gonzales, John Pollak, Daniela Retelny, Jeff Niederdeppe, Christine M. Olson, and Geri K. Gay. (2012). Prescriptive Persuasion and Open-Ended Social Awareness: Expanding the Design Space of Mobile Health. Proceedings of the ACM Conference on Computer Supported Cooperative Work (CSCW 2012), 475–484. http://doi.org/10.1145/2145204.2145279
  19. Eric P.S. Baumer, Vera Khovanskaya, Mark Matthews, Lindsay Reynolds, Victoria Schwanda Sosik, and Geri Gay. (2014). Reviewing Reflection: On the Use of Reflection in Interactive System Design. Proceedings of the Conference on Designing Interactive Systems (DIS 2014), 93–102. http://doi.org/10.1145/2598510.2598598
  20. 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), 1–5. http://doi.org/10.1371/journal.pone.0100636
  21. Muhammad S. Beg, Arjun Gupta, Tyler Stewart, and Chad D. Rethorst. (2017). Promise of Wearable Physical Activity Monitors in Oncology Practice. Journal of Oncology Practice, 13(2), 82–89. http://doi.org/10.1200/jop.2016.016857
  22. 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). http://doi.org/10.1145/2503823
  23. Matthew J. Bietz, Cinnamon S. Bloss, Scout Calvert, Job G. Godino, Judith Gregory, Michael P. Claffey, Jerry Sheehan, and Kevin Patrick. (2016). Opportunities and Challenges in the Use of Personal Health Data for Health Research. Journal of the American Medical Informatics Association, 23(e1), 1–7. http://doi.org/10.1093/jamia/ocv118
  24. Nick Black. (2013). Patient Reported Outcome Measures Could Help Transform Healthcare. BMJ, 346(7896), 1–5. http://doi.org/10.1136/bmj.f167
  25. 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. Proceedings of the Designing Interactive Systems Conference (DIS 2018). http://doi.org/10.1145/3196709.3196769
  26. Charles F. Bond. (1982). Social Facilitation: A Self-Presentational View. Journal of Personality and Social Psychology. http://doi.org/10.1037//0022-3514.42.6.1042
  27. Barry Brown, Alex S. Taylor, Shahram Izadi, Abigail Sellen, Joseph Kaye, and Rachel Eardley. (2007). Locating family values: A field trial of the whereabouts clock. Proceedings of the International Conference on Ubiquitous Computing (Ubicomp 2007), 354–371.
  28. Elizabeth A. Brown. (2016). The Fitbit Fault Line: Two Proposals to Protect Health and Fitness Data at Work. Yale Journal of Health Policy, Law, and Ethics, 16(1), 1–49. https://digitalcommons.law.yale.edu/yjhple/vol16/iss1/1
  29. Hrönn Brynjarsdóttir, Maria Håkansson, James Pierce, Eric P.S. Baumer, Carl DiSalvo, and Phoebe Sengers. (2012). Sustainably Unpersuaded: How Persuasion Narrows our Vision of Sustainability. Proceedings of the SIGCHI conference on Human Factors in Computing Systems (CHI 2012), 947–956. http://doi.org/10.1145/2207676.2208539
  30. Jan Van den Bulck. (2015). Sleep Apps and the Quantified Self: Blessing or Curse? Journal of Sleep Research, 121–123. http://doi.org/10.1111/jsr.12270
  31. Adrian Bussone, Simone Stumpf, and George Buchanan. (2016). “It Feels Like I’m Managing Myself”: HIV+ People Tracking their Personal Health Information. Proceedings of the Nordic Conference on Human-Computer Interaction (NordiCHI 2016). http://doi.org/10.1145/2971485.2971542
  32. Adrian Bussone, Simone Stumpf, and Stephanie Wilson. (2019). Designing for Reflection on Shared HIV Health Information. Proceedings of the Conference of the Italian SIGCHI (CHItaly 2019). http://doi.org/10.1145/3351995.3352036
  33. Daniel J. Buysse. (2014). Sleep Health: Can We Define It? Does It Matter? Sleep, 37(1), 9–17. http://doi.org/10.5665/sleep.3298
  34. Kelly Caine. (2016). Local Standards for Sample Size at CHI. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2016), 981–992. http://doi.org/10.1145/2858036.2858498
  35. Clara Caldeira, Matthew Bietz, Marisol Vidauri, and Yunan Chen. (2017). Senior Care for Aging in Place: Balancing Assistance and Independence. Proceedings of the ACM Conference on Computer Supported Cooperative Work (CSCW 2017), 1605–1617. http://doi.org/10.1145/2998181.2998206
  36. Clara Caldeira, Yunan Chen, Lesley Chan, Vivian Pham, Yunan Chen, and Kai Zheng. (2017). Mobile Apps for Mood Tracking: an Analysis of Features and User Reviews. AMIA Annual Symposium Proceedings (AMIA 2017), 495–504. http://www.ncbi.nlm.nih.gov/pubmed/29854114
  37. Rafael A. Calvo and Dorian Peters. (2013). The Irony and Re-Interpretation of Our Quantified Self. Proceedings of the Australian Computer-Human Interaction Conference (OzCHI 2013), 367–370. http://doi.org/10.1145/2541016.2541070
  38. Patrick Carrington, Kevin Chang, Helena Mentis, and Amy Hurst. (2015). “But, I don’t take steps”: Examining the inaccessibility of fitness trackers for wheelchair athletes. Proceedings of the International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2015). http://doi.org/10.1145/2700648.2809845
  39. 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. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 3(3), 1–23. http://doi.org/10.1145/3351234
  40. 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. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp 2014), 823–834. http://doi.org/10.1145/2632048.2636086
  41. Yu Chen and Pearl Pu. (2014). HealthyTogether: Exploring Social Incentives for Mobile Fitness Applications. Proceedings of the International Symposium of Chinese CHI (Chinese CHI 2014), 25–34. http://doi.org/10.1145/2592235.2592240
  42. Eun Kyoung Choe, Nicole B. Lee, Bongshin Lee, Wanda Pratt, and Julie A. Kientz. (2014). Understanding Quantified-Selfers’ Practices in Collecting and Exploring Personal Data. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2014), 1143–1152. http://doi.org/10.1145/2556288.2557372
  43. Munmun De Choudhury, Mrinal Kumar, and Ingmar Weber. (2017). Computational Approaches Toward Integrating Quantified Self Sensing and Social Media. Proceedings of the ACM Conference on Computer Supported Collaborative Work & Social Computing (CSCW 2017), 1334–1349. http://doi.org/10.1145/2998181.2998219
  44. 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 SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 1674–1687. http://doi.org/10.1145/3025453.3025747
  45. 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. Journal of Medical Internet Research, 17(8). http://doi.org/10.2196/jmir.4364
  46. Chia-Fang Chung, Nanna Gorm, Irina Shklovski, and Sean A. Munson. (2017). Finding the Right Fit: Understanding Health Tracking in Workplace Wellness Programs. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017). http://doi.org/cps9
  47. James Clawson, Jessica A. Pater, Andrew D. Miller, Elizabeth D. Mynatt, and Lena Mamykina. (15AD). No Longer Wearing: Investigating the Abandonment of Personal Health-Tracking Technologies on raigslist. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), 647–658. http://doi.org/10.1145/2750858.2807554
  48. Deborah J. Cohen, Sara R. Keller, Gillian R. Hayes, David A. Dorr, Joan S. Ash, and Dean F. Sittig. (2015). Developing a Model for Understanding Patient Collection of Observations of Daily Living: a Qualitative Meta-Synthesis of the Project HealthDesign Program. Personal and Ubiquitous Computing, 19(1), 91–102. http://doi.org/10.1007/s00779-014-0804-1
  49. Emily I.M. Collins, Anna L. Cox, Jon Bird, and Cassie Cornish-Tresstail. (2014). Barriers to Engagement with a Personal Informatics Productivity Tool. Proceedings of the Australian Computer-Human Interaction Conference (OzCHI 2014), 370–379. http://doi.org/10.1145/2686612.2686668
  50. Rob Comber and Anja Thieme. (2013). Designing Beyond Habit: Opening Space for Improved Recycling and Food Waste Behaviors through Processes of Persuasion, Social Influence and Aversive Affect. Personal and Ubiquitous Computing (PUC). http://doi.org/10.1007/s00779-012-0587-1
  51. Sunny Consolvo, Katherine Everitt, Ian Smith, and James A. Landay. (2006). Design Requirements for Technologies that Encourage Physical Activity. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2006), 457–466.
  52. Sunny Consolvo, Predrag Klasnja, David W. McDonald, Daniel Avrahami, Jon Froehlich, Louis LeGrand, Ryan Libby, Keith Mosher, and James A. Landay. (2008). Flowers or a Robot Army?: Encouraging Awareness & Activity with Personal, mobile displays. Proceedings of the International Conference on Ubiquitous Computing (UbiComp 2008), 54–63. http://doi.org/10.1145/1409635.1409644
  53. Sunny Consolvo, Predrag Klasnja, David W. McDonald, and James A. Landay. (2012). Designing for Healthy Lifestyles: Design Considerations for Mobile Technologies to Encourage Consumer Health and Wellness. Foundations and Trends® in Human-Computer Interaction, 6(3-4), 167–315. http://doi.org/10.1561/1100000040
  54. Sunny Consolvo, David W. McDonald, Tammy Toscos, Mike Y. Chen, Jon Froehlich, Beverly Harrison, Predrag Klasnja, Anthony LaMarea, Louis LeGrand, Ryan Libby, Ian Smith, and James A. Landay. (2008). Activity Sensing in the Wild: A Field Trial of UbiFit Garden. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2008), 1797–1806. http://doi.org/10.1145/1357054.1357335
  55. Felicia Cordeiro, Elizabeth Bales, Erin Cherry, and James Fogarty. (2015). Rethinking the Mobile Food Journal: Exploring opportunities for Lightweight Photo-Based Capture. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2015), 3207–3216. http://doi.org/bbkc
  56. 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 SIGCHI Conference on Human Factors in Computing Systems (CHI 2015), 1159–1162. http://doi.org/10.1145/2702123.2702155
  57. Dan Cosley, Elizabeth Churchill, Jodi Forlizzi, and Sean A. Munson. (2017). Introduction to This Special Issue on the Lived Experience of Personal Informatics. Human-Computer Interaction, 32(5-6), 197–207. http://doi.org/10.1080/07370024.2017.1324787
  58. 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 (IMWUT), 2(3), 1–19. http://doi.org/10.1145/3264911
  59. 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. Proceedings of the Annual Symposium on User Interface Software and Technology (UIST 2016), 347–358. http://doi.org/10.1145/2984511.2984534
  60. Jennifer L. Davidson and Carlos Jensen. (2013). What Health Topics Older Adults Want to Ttrack: A Participatory Design Study. Proceedings of the International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2013). http://doi.org/10.1145/2513383.2513451
  61. George Demiris. (2016). Consumer Health Informatics: Past, Present, and Future of a Rapidly Evolving Domain. Yearbook of Medical Informatics, S42-S47. http://doi.org/10.15265/IYS-2016-s005
  62. Brian DeRenzi, Jeremy Wacksman, Nicola Dell, Scott Lee, Neal Lesh, Gaetano Borriello, and Andrew Ellner. (2016). Closing the Feedback Loop: A 12-month Evaluation of ASTA, a Self-Tracking Application for ASHAs. Proceedings of the Eighth International Conference on Information and Communication Technologies and Development (ICTD 2016), 60. http://doi.org/d484
  63. Chelsea Dobbins and Reza Rawassizadeh. (2015). Clustering of Physical Activities for Quantified Self and mHealth Applications. Proceedings of the IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing, IEEE, 1423–1428. http://doi.org/10.1109/CIT/IUCC/DASC/PICOM.2015.213
  64. Manon L. Dontje, Martijn De Groot, Remko R. Lengton, Cees P. Van Der Schans, and Wim P. Krijnen. (2015). Measuring Steps with the Fitbit Activity Tracker: An Inter-Device Reliability Study. Journal of Medical Engineering and Technology, 39(5), 286–290. http://doi.org/10.3109/03091902.2015.1050125
  65. Paul Dourish. (2006). Implications for Design. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2006).
  66. 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. Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2014). http://doi.org/10.4108/icst.pervasivehealth.2014.254950
  67. 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. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 642–654. http://doi.org/10.1145/3025453.3025591
  68. Chris Elsden, David S. Kirk, and Abigail C. Durrant. (2016). A Quantified Past: Toward Design for Remembering With Personal Informatics. Human-Computer Interaction, 31(6), 518–557. http://doi.org/10.1080/07370024.2015.1093422
  69. Chris Elsden, Bettina Nissen, Andrew Garbett, David Chatting, David Kirk, and John Vines. (2016). Metadating: Exploring the Romance and Future of Personal Data. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2016), 685–698. http://doi.org/10.1145/2858036.2858173
  70. Daniel A. Epstein, Daniel Avrahami, and Jacob T. Biehl. (2016). Taking 5: Work-Breaks, Productivity, and Opportunities for Personal Informatics for Knowledge Workers. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2016). http://doi.org/10.1145/2858036.2858066
  71. Daniel A. Epstein, Alan Borning, and James Fogarty. (2013). Fine-Grained Sharing of Sensed Physical Activity: A Value Sensitive Approach. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2013), 489–498. http://doi.org/bdsq
  72. 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 SIGCHI Conference on Human Factors in Computing Systems (CHI 2016), 1109–1113. http://doi.org/10.1145/2858036.2858045
  73. Daniel A. Epstein, Felicia Cordeiro, Elizabeth Bales, James Fogarty, and Sean A. Munson. (2014). Taming Data Complexity in Lifelogs: Exploring Visual Cuts of Personal Informatics Data. Proceedings of the ACM Conference on Designing Interactive Systems (DIS 2014), 667–676. http://doi.org/bbng
  74. Daniel A. Epstein, Bradley H. Jacobson, Elizabeth Bales, David W. McDonald, and Sean A. Munson. (2015). From “Nobody Cares” to “Way to Go!”: A Design Framework for Social Sharing in Personal Informatics. Proceedings of the ACM Conference on Computer Supported Collaborative Work & Social Computing (CSCW 2015), 1622–1636. http://doi.org/10.1145/2675133.2675135
  75. 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. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), 829–840. http://doi.org/10.1145/2971648.2971656
  76. Daniel A. Epstein, Nicole B. Lee, Jennifer H. Kang, Elena Agapie, Jessica Schroeder, Laura R. Pina, James Fogarty, Julie A. Kientz, and Sean A. Munson. (2017). Examining Menstrual Tracking to Inform the Design of Personal Informatics Tools. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 6876–6888. http://doi.org/10.1145/3025453.3025635
  77. Daniel A. Epstein, An Ping, James Fogarty, and Sean A. Munson. (2015). A Lived Informatics Model of Personal Informatics. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), 731–742. http://doi.org/bdsr
  78. Katelyn Esmonde and Shannon Jette. (2018). Assembling the ‘Fitbit Subject’: A Foucauldian-Sociomaterialist Examination of Social Class, Gender and Self-Surveillance on Fitbit Community Message Boards. Health, 24 (3), 299–314. http://doi.org/10.1177/1363459318800166
  79. Deborah Estrin and Ida Sim. (2010). Open mHealth Architecture: An Engine for Health Care Innovation. Science, 330(6005), 759–760. http://doi.org/10.1126/science.1196187
  80. Thomas Fahrni, Michael Kuhn, Philipp Sommer, Roger Wattenhofer, and Samuel Welten. (2011). Sundroid: Solar Radiation Awareness with Smartphones. Proceedings of the International Conference on Ubiquitous Computing (UbiComp 2011), 365. http://doi.org/10.1145/2030112.2030162
  81. Chloe Fan, Jodi Forlizzi, and Anind K. Dey. (2012). A Spark of Activity: Exploring Informative Art as Visualization for Physical Activity. Proceedings of the ACM Conference on Ubiquitous Computing (Ubicomp 2012), 81–84. http://doi.org/10.1145/2370216.2370229
  82. Clayton Feustel, Shyamak Aggarwal, Bongshin Lee, and Lauren Wilcox. (2018). People Like Me: Designing for Reflection on Aggregate Cohort Data in Personal Informatics Systems. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2(3), 1–21. http://doi.org/10.1145/3264917
  83. Mayara Costa Figueiredo, Clara Caldeira, Elizabeth 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). http://doi.org/10.1145/3274309
  84. 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. Proceedings of the ACM on Human-Computer Interaction, 1(CSCW). http://doi.org/10.1145/3134671
  85. BJ Fogg. (2009). A Behavior Model for Persuasive Design. Proceedings of the International Conference on Persuasive Technology (Persuasive 2009). http://doi.org/10.1145/1541948.1541999
  86. Jonas Frich, Lindsay MacDonald Vermeulen, Christian Remy, Michael Mose Biskjaer, and Peter Dalsgaard. (2019). Mapping the Landscape of Creativity Support Tools in HCI. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019). http://doi.org/10.1145/3290605.3300619
  87. 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. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2014), 487–496. http://doi.org/10.1145/2556288.2557383
  88. Jon Froehlich, Tawanna Dillahunt, Predrag Klasnja, Jennifer Mankoff, Sunny Consolvo, Beverly Harrison, and James A. Landay. (2009). UbiGreen: Investigating a Mobile Tool for Tracking and Supporting Green Transportation Habits. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2009), 1043–1052. http://doi.org/10.1145/1518701.1518861
  89. Jon Froehlich, Leah Findlater, and James Landay. (2010). The Design of Eco-Feedback Technology. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2010). http://doi.org/10.1145/1753326.1753629
  90. Tian Gan, Yongkang Wong, Bappaditya Mandal, Vijay Chandrasekhar, and Mohan S. Kankanhalli. (2015). Multi-Sensor Self-Quantification of Presentations. Proceedings of the ACM Multimedia Conference (MM 2015), 601–610. http://doi.org/10.1145/2733373.2806252
  91. Eva Ganglbauer, Geraldine Fitzpatrick, and Florian Güldenpfennig. (2015). Why and What Did We Throw Out? Probing on Reflection Through the Food Waste Diary. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2015), 1105–1114. http://doi.org/10.1145/2702123.2702284
  92. Andrew Garbett, David Chatting, Gerard Wilkinson, Clement Lee, and Ahmed Kharrufa. (2018). ThinkActive: Designing for Pseudonymous Activity Tracking in the Classroom. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018). http://doi.org/10.1145/3173574.3173581
  93. Maria A. García-Corretjer, Sergi Navarro-Aubanell, and David Miralles. (2017). Towards a New Measurement Language for Self-Knowledge in Personal-Informatics. Proceedings of the EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2017), 382–385. http://doi.org/10.1145/3154862.3154934
  94. Juan Jimenez Garcia, Hilde De Bruyckere, David V. Keyson, and Natalia Romero. (2013). Designing Personal Informatics for Self-Reflection and Self-Awareness: The Case of Children with Attention Deficit Hyperactivity Disorder. Proceedings of the International Joint Conference on Ambient Intelligence (AmI 2013). http://doi.org/10.1007/978-3-319-03647-2-8
  95. Jim Gemmell, Gordon Bell, and Roger Lueder. (2006). MyLifeBits: A Personal Database for Everything. Communications of the ACM (CACM) 49, 88–95. http://doi.org/10.1145/1107458.1107460
  96. Nawras Georgi, Aline Corvol, and Regine Le Bouquin Jeannes. (2018). Middleware Architecture for Health Sensors Interoperability. IEEE Access, 6, 26283–26291. http://doi.org/10.1109/ACCESS.2018.2835644
  97. Erving Goffman. (1959). The Presentation of Self In Everyday Life (1959). http://doi.org/10.2307/258197
  98. Mitchell L. Gordon, Tim Althoff, and Jure Leskovec. (2019). Goal-Setting and Achievement in Activity Tracking Apps: A Case Study of MyFitnessPal. Proceedings of The World Wide Web Conference (WWW 2019), 571–582. http://doi.org/10.1145/3308558.3313432
  99. Nanna Gorm and Irina Shklovski. (2017). Participant Driven Photo Elicitation for Understanding Activity Tracking: Benefits and Limitations. Proceedings of the ACM Conference on Computer Supported Cooperative Work (CSCW 2017). http://doi.org/10.1145/2998181.2998214
  100. Nanna Gorm and Irina Shklovski. (2016). Sharing Steps in the Workplace: Changing Privacy Concerns Over Time. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2016), 4315–4319. http://doi.org/10.1145/2858036.2858352
  101. Nanna Gorm and Irina Shklovski. (2016). Steps, Choices and Moral Accounting: Observations from a Step-Counting Campaign in the Workplace. Proceedings of the ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW 2016), 148–159. http://doi.org/10.1145/2818048.2819944
  102. Rúben Gouveia, Evangelos Karapanos, and Marc Hassenzahl. (2018). Activity Tracking In Vivo. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018). http://doi.org/10.1145/3173574.3173936
  103. Rúben Gouveia, Fábio Pereira, Evangelos Karapanos, Sean A. Munson, and Marc Hassenzahl. (2016). Exploring the Design Space of Glanceable Feedback for Physical Activity Trackers. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016), 144–155. http://doi.org/dv9h
  104. Maria J. Grant and Andrew Booth. (2009). A Typology of Reviews: An Analysis of 14 Review Types and Associated Methodologies. Health Information and Libraries Journal, 26(2), 91–108. http://doi.org/10.1111/j.1471-1842.2009.00848.x
  105. Jens Grossklags and Alessandro Acquisti. When 25 Cents is Too Much: An Experiment on Willingness-To-Sell and Willingness-To-Protect Personal Information. Workshop on the Economics of Information Security (WEIS 2007).
  106. Xinning Gui, Yu Chen, Clara Caldeira, Dan Xiao, and Yunan Chen. (2017). When fitness meets social networks: Investigating fitness tracking and social practices on WeRun. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 1647–1659. http://doi.org/10.1145/3025453.3025654
  107. Rebecca Gulotta, Jodi Forlizzi, Rayoung Yang, and Mark Wah Newman. (2016). Fostering Engagement with Personal Informatics Systems. Proceedings of the ACM Conference on Designing Interactive Systems (DIS 2016), 286–300. http://doi.org/10.1145/2901790.2901803
  108. Hamed Haddadi, Ferda Ofli, Yelena Mejova, Ingmar Weber, and Jaideep Srivastava. (2015). 360° Quantified Self. Proceedings of the IEEE International Conference on Healthcare Informatics (ICHI 2015), 587–592. http://doi.org/10.1109/ICHI.2015.95
  109. Chris Harrison. The HCI Innovator’s Dilemma. Interactions, 27–33. http://doi.org/10.1145/3274564
  110. Drew Harwell. (2014). Is your Pregnancy App Sharing your Intimate Data with your Boss? The Washington Post. https://www.washingtonpost.com/technology/2019/04/10/tracking-your-pregnancy-an-app-may-be-more-public-than-you-think
  111. Päivi Heikkilä, Anita Honka, and Eija Kaasinen. (2018). Quantified Factory Worker: Designing a Worker Feedback Dashboard. Proceedings of the Nordic Conference on Human-Computer Interaction (NordiCHI 2018). http://doi.org/10.1145/3240167.3240187
  112. Sander Hermsen, Jeana Frost, Reint Jan Renes, and Peter Kerkhof. (2016). Using Feedback through Digital Technology to Disrupt and Change Habitual Behavior: A Critical Review of Current Literature. Computers in Human Behavior, 57, 61–74. http://doi.org/10.1016/j.chb.2015.12.023
  113. Victoria Hollis, Alon Pekurovsky, Eunika Wu, and Steve Whittaker. (2018). On Being Told How We Feel: How Algorithmic Sensor Feedback Influences Emotion Perception. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2(3), 1–31. http://doi.org/10.1145/3264924
  114. Christian Holz and Edward J. Wang. (2017). Glabella: Continuously Sensing Blood Pressure Behavior Using an Unobtrusive Wearable Device. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 1(3), 1–23. http://doi.org/10.1145/3132024
  115. 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. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018). http://doi.org/10.1145/3173574.3174050
  116. Jonathan Hook. (2018). Facts, Interactivity and Videotape: Exploring the Design Space of Data in Interactive Video Storytelling. Proceedings of the ACM International Conference on Interactive Experiences for TV and Online Video (TVX 2018), 43–55. http://doi.org/10.1145/3210825.3210826
  117. Frank Hopfgartner, Cathal Gurrin, and Hideo Joho. (2020). Rethinking the Test Collection Methodology for Personal Self-tracking Data. Lecture Notes in Computer Science, 11962 LNCS, 463–474. http://doi.org/10.1007/978-3-030-37734-2_38
  118. William C. Hsu, Ka Hei Karen Lau, Ruyi Huang, Suzanne Ghiloni, Hung Le, Scott Gilroy, Martin Abrahamson, and John Moore. (2016). Utilization of a Cloud-Based Diabetes Management Program for Insulin Initiation and Titration Enables Collaborative Decision Making Between Healthcare Providers and Patients. Diabetes Technology and Therapeutics, 18(2), 59–67. http://doi.org/10.1089/dia.2015.0160
  119. Luke Hutton, Tristan Henderson, and Apu Kapadia. (2014). “Here I Am, Now Pay Me!”: Privacy Concerns in Incentivised Location-Sharing Systems. Proceedings of the ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec 2014), 81–86. http://doi.org/10.1145/2627393.2627416
  120. Hayeon Jeong, Heepyung Kim, Rihun Kim, Uichin Lee, and Yong Jeong. (2017). Smartwatch Wearing Behavior Analysis: A Longitudal Study. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT). http://doi.org/10.1145/3131892
  121. Simon Kristoffer Johansen and Anne Marie Kanstrup. (2016). Expanding the Locus of Control – Design of a Mobile Quantified Self-Tracking Application for Whiplash Patients. Proceedings of the Nordic Conference on Human-Computer Interaction (NordiCHI 2016). http://doi.org/10.1145/2971485.2971497
  122. William Jones. (2007). Personal Information Management. In Annual Review of Information Science and Technology. University of Washington Press, 1–334.
  123. 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. Proceedings of the Australian Computer-Human Interaction Conference (OzCHI 2016), 50–59. http://doi.org/10.1145/3010915.3010936
  124. Anne Marie Kanstrup and Pernille Bertelsen. (2016). Bringing New Voices to Design of Exercise Technology: Participatory Design with Vulnerable Young Adults. Proceedings of the Participatory Design Conference (PDC 2016). http://doi.org/10.1145/2940299.2940305
  125. Argyro P. Karanasiou and Emile Douilhet. (2016). Never Mind the Data: The Legal Quest over Control of Information & the Networked Self. Proceedings of the IEEE International Conference on Cloud Engineering Workshops (IC2EW 2016), IEEE, 100–105. http://doi.org/10.1109/IC2EW.2016.39
  126. Ravi Karkar, Rafal Kocielnik, Xiaoyi Zhang, Paul Allen, Jasmine Zia, George Ioannou, Sean 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 (IMWUT), 2(3), 1–27. http://doi.org/10.1145/3264927
  127. 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 SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 6850–6863. http://doi.org/10.1145/3025453.3025480
  128. Dmitri S. Katz, Blaine A. Price, Simon Holland, and Nicholas Sheep Dalton. (2018). Designing for Diabetes Decision Support Systems with Fluid Contextual Reasoning. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018). http://doi.org/10.1145/3173574.3174199
  129. 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. Proceedings of the ACM Conference on Ubiquitous Computing (Ubicomp 2012), 226–235. http://doi.org/10.1145/2370216.2370253
  130. Matthew Kay, Kyle Rector, Sunny Consolvo, Ben Greenstein, Jacob Wobbrock, Nathaniel Watson, and Julie Kientz. (2013). PVT-Touch: Adapting a Reaction Time Test for Touchscreen Devices. Proceedings of the ICTs for improving Patients Rehabilitation Research Techniques. http://doi.org/10.4108/icst.pervasivehealth.2013.252078
  131. Joseph “Jofish” Kaye, Mary Mccuistion, Rebecca Gulotta, and David A. Shamma. (2014). Money Talks: Tracking Personal Finances. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2014), 521–530. http://doi.org/10.1145/2556288.2556975
  132. 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. Proceedings of the ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW 2017), 2260–2272. http://doi.org/10.1145/2998181.2998303
  133. Elisabeth T. Kersten-van Dijk, Joyce H.D.M. Westerink, Femke Beute, and Wijnand A. IJsselsteijn. (2017). Personal Informatics, Self-Insight, and Behavior Change: A Critical Review of Current Literature. Human-Computer Interaction, 32(5-6), 268–296. http://doi.org/10.1080/07370024.2016.1276456
  134. Jayden Khakurel, Mika Immonen, Jari Porras, and Antti Knutas. (2019). Understanding the Adoption of Quantified Self-Tracking Wearable Devices in the Organization Environment: An Empirical Case Study. Proceedings of the ACM International Conference on PErvasive Technologies Related to Assistive Environments (PETRA 2019), 119–128. http://doi.org/10.1145/3316782.3321527
  135. Rohit Ashok Khot, Deepti Aggarwal, Ryan Pennings, Larissa Hjorth, and Florian Mueller. (2017). EdiPulse: Investigating a Playful Approach to Self-Monitoring through 3D Printed Chocolate Treats. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 6593–6607. http://doi.org/10.1145/3025453.3025980
  136. Rohit Ashok Khot, Larissa Hjorth, and Florian Floyd Mueller. (2014). Understanding physical activity through 3D printed material artifacts. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2014), 3835–3844. http://doi.org/10.1145/2556288.2557144
  137. 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 SIGCHI Conference on Human Factors in Computing Systems (CHI 2015), 2933–2942. http://doi.org/10.1145/2702123.2702197
  138. Da Jung Kim, Yeoreum Lee, Saeyeong Rho, and Youn Kyung Lim. (2016). Design Opportunities in Three Stages of Relationship Development between Users and Self-Tracking Devices. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2016), 699–703. http://doi.org/10.1145/2858036.2858148
  139. Nam Wook Kim, Hyejin Im, Nathalie Henry Riche, Alicia Wang, Krzysztof Gajos, and Hanspeter Pfister. (2019). DataSelfie: Empowering People to Design Personalized Visuals to Represent their Data. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019), 1–12. http://doi.org/10.1145/3290605.3300309
  140. Sung In Kim, Eunkyung Jo, Myeonghan Ryu, Inha Cha, Young Ho Kim, Heejung Yoo, and Hwajung Hong. (2019). Toward Becoming a Better Self: Understanding Self-Tracking Experiences of Adolescents with Autism Spectrum Disorder using Custom Trackers. Proceedings of the EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2019), 169–178. http://doi.org/10.1145/3329189.3329209
  141. Yoojung Kim, Eunyoung Heo, Hyunjeong Lee, Sookyoung Ji, Jueun Choi, Jeong Whun Kim, Joongseek Lee, and Sooyoung Yoo. (2017). Prescribing 10,000 Steps like Aspirin: Designing a Novel Interface for Data-Driven Medical Consultation. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 5787–5799. http://doi.org/10.1145/3025453.3025570
  142. 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 SIGCHI Conference on Human Factors in Computing Systems (CHI 2016), 5620–5631. http://doi.org/10.1145/2858036.2858145
  143. Young-Ho Kim, Jae Ho Jeon, Bongshin Lee, Eun Kyoung Choe, Jae Ho Jeon, 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 (IMWUT), 1(3).
  144. 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. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 272–283. http://doi.org/10.1145/2858036.2858428
  145. Predrag Klasnja, Sunny Consolvo, and Wanda Pratt. (2011). How to Evaluate Technologies for Health Behavior Change in HCI Research. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2011), 3063. http://doi.org/10.1145/1978942.1979396
  146. Predrag Klasnja and Eric B. Hekler. (2017). Wearable technology and long-term weight loss. JAMA – Journal of the American Medical Association, 317(3), 317–318. http://doi.org/10.1001/jama.2016.19268
  147. Predrag Klasnja, Eric B. Hekler, Elizabeth V. Korinek, John Harlow, and Sonali R. Mishra. (2017). Toward Usable Evidence: Optimizing Knowledge Accumulation in HCI Research on Health Behavior Change. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 3071–3082. http://doi.org/10.1145/3025453.3026013
  148. Craig M. Klugman, Laura B. Dunn, Jack Schwartz, and I. Glenn Cohen. (2018). The Ethics of Smart Pills and Self-Acting Devices: Autonomy, Truth-Telling, and Trust at the Dawn of Digital Medicine. American Journal of Bioethics, 18(9), 38–47. http://doi.org/10.1080/15265161.2018.1498933
  149. 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 (IMWUT), 2(2), 1–26. http://doi.org/10.1145/3214273
  150. 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. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018). http://doi.org/10.1145/3173574.3173871
  151. Patty Kostkova, Helen Brewer, Simon de Lusignan, Edward Fottrell, Ben Goldacre, Graham Hart, Phil Koczan, Peter Knight, Corinne Marsolier, Rachel A. McKendry, Emma Ross, Angela Sasse, Ralph Sullivan, Sarah Chaytor, Olivia Stevenson, Raquel Velho, and John Tooke. (2016). Who Owns the Data? Open Data for Healthcare. Frontiers in Public Health, 4(February). http://doi.org/10.3389/fpubh.2016.00007
  152. 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). http://doi.org/10.1145/3274362
  153. Yubo Kou, Xinning Gui, Yunan Chen, and Bonnie Nardi. (2019). Turn to the Sself in Human-Computer Interaction: Care of the Self in Negotiating the Human-Technology Relationship. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019). http://doi.org/10.1145/3290605.3300711
  154. Geza Kovacs, Zhengxuan Wu, and Michael S. Bernstein. (2018). Rotating Online Behavior Change Interventions Increases Effectiveness but Also Increases Attrition. Proceedings of the ACM on Human-Computer Interaction, 2(CSCW). http://doi.org/10.1145/3274364
  155. Paul Krebs, James O. Prochaska, and Joseph S. Rossi. (2010). A meta-analysis of computer-tailored interventions for health behavior change. Preventive Medicine, 51(3-4), 214–221. http://doi.org/10.1016/j.ypmed.2010.06.004
  156. Klaus Krippendorf. (2018). Content Analytis: An Introduction to its Methodology. Thousand Oaks, California. http://doi.org/10.1002/9781118541555.wbiepc065
  157. Federica Landreani and Enrico Gianluca Caiani. (2017). Smartphone Accelerometers for the Detection of Heart Rate. Expert Review of Medical Devices, 14 (12), 935–948. http://doi.org/10.1080/17434440.2017.1407647
  158. Nicholas Lane, Mashfiqui Mohammod, Mu Lin, Xiaochao Yang, Hong Lu, Shahid Ali, Afsaneh Doryab, Ethan Berke, Tanzeem Choudhury, and Andrew Campbell. (2011). BeWell: A Smartphone Application to Monitor, Model and Promote Wellbeing. Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2011). http://doi.org/10.4108/icst.pervasivehealth.2011.246161
  159. Shaun Lawson, Ben Kirman, Conor Linehan, Tom Feltwell, and Lisa Hopkins. (2015). Problematising Upstream Technology through Speculative Design: The Case of Quantified Cats and Dogs. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2015), 2663–2672. http://doi.org/10.1145/2702123.2702260
  160. Amanda Lazar, Christian Koehler, Theresa Jean Tanenbaum, and David H. Nguyen. (2015). Why We Use and Abandon Ssmart Devices. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), 635–646. http://doi.org/10.1145/2750858.2804288
  161. Jonathan Lazar, Julio Abascal, Simone Barbosa, Jeremy Barksdale, Batya Friedman, Jens Grossklags, Jan Gulliksen, Jeff Johnson, Tom McEwan, Loïc Martínez-Normand, Wibke Michalk, Janice Tsai, Gerrit Van Der Veer, Hans Von Axelson, Ake Walldius, Gill Whitney, Marco Winckler, Volker Wulf, Elizabeth F. Churchill, Lorrie Cranor, Janet Davis, Alan Hedge, Harry Hochheiser, Juan Pablo Hourcade, Clayton Lewis, Lisa Nathan, Fabio Paterno, Blake Reid, Whitney Quesenbery, Ted Selker, and Brian Wentz. (2015). Human-Computer Interaction and International Public Policymaking: A Framework for Understanding and Taking Future Actions. Foundations and Trends in Human-Computer Interaction, 9(2), 69–149. http://doi.org/10.1561/1100000062
  162. David Ledo, Steven Houben, Jo Vermeulen, Nicolai Marquardt, Lora Oehlberg, and Saul Greenberg. (2018). Evaluation Strategies for HCI Toolkit Research. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018), 1–17. http://doi.org/10.1145/3173574.3173610
  163. Jisoo Lee, Erin Walker, Winslow Burleson, Matthew Kay, Matthew Buman, and Eric B. Hekler. (2017). Self-Experimentation for Behavior Change: Design and Formative Evaluation of Two Approaches. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 6837–6849. http://doi.org/10.1145/3025453.3026038
  164. Kwangyoung Lee and Hwajung Hong. (2017). Designing for Self-Tracking of Emotion and Experience with Tangible Modality. Proceedings of the ACM Conference on Designing Interactive Systems (DIS 2017), 465–475. http://doi.org/10.1145/3064663.3064697
  165. Matthew L. Lee and Anind K. Dey. (2011). Reflecting on Pills and Phone Use: Supporting Awareness of Functional Abilities for Older Adults. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2011), 2095–2104. http://doi.org/10.1145/1978942.1979247
  166. Victor R. Lee and Joel Drake. (2013). Quantified Recess: Design of an Activity for Elementary Students Involving Analyses of their Own Movement Data. Proceedings of the International Conference on Interaction Design and Children (IDC 2013). http://doi.org/10.1145/2485760.2485822
  167. Wonjun Lee, Sunjun Kim, Youn Kyung Lim, Alice Oh, Tek Jin Nam, and Kee Eung Kim. (2010). A Rapid Prototyping Method for Discovering User-Driven Opportunities for Personal Informatics: A Case Study in a domestic environment. Proceedings of the International Conference on Virtual Systems and Multimedia (VSMM 2010), IEEE, 261–266. http://doi.org/10.1109/VSMM.2010.5665975
  168. Ian Li, Anind Dey, and Jodi Forlizzi. (2010). A Stage-Based Model of Personal Informatics Systems. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2010), 557. http://doi.org/bh8zsb
  169. Zilu Liang, Mario Alberto Chapa Martell, and Takuichi Nishimura. (2016). A Personalized Approach for Detecting Unusual Sleep from Time Series Sleep-Tracking Data. Proceedings – 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016, 18–23. http://doi.org/10.1109/ICHI.2016.99
  170. Zilu Liang and Bernd Ploderer. (2016). Sleep Tracking in the Real World: a Qualitative Study into Barriers for Improving Sleep. Proceedings of the Australian Conference on Computer-Human Interaction (OzCHI 2016), 537–541. http://doi.org/10.1145/3010915.3010988
  171. Zilu Liang, Bernd Ploderer, Wanyu Liu, Yukiko Nagata, James Bailey, Lars Kulik, and Yuxuan Li. (2016). SleepExplorer: a Visualization Tool to Make Sense of Correlations between Personal Sleep Data and Contextual Factors. Personal and Ubiquitous Computing (PUC), 20(6), 985–1000. http://doi.org/10.1007/s00779-016-0960-6
  172. Brian Y. Lim, Judy Kay, and Weilong Liu. (2019). How Does a Nation Walk? Interpreting Large-Scale Step Count Activity with Weekly Streak Patterns. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 3(2), 1–46. http://doi.org/10.1145/3328928
  173. James J. Lin, Lena Mamykina, Silvia Lindtner, Gregory Delajoux, and Henry B. Strub. (2006). Fish’n’Steps: Encouraging Physical Activity with an Interactive Computer Game. Proceedings of the International Conference on Ubiquitous Computing (Ubicomp 2006), 261–278.
  174. Pao-Hwa Lin, Stephen Intille, Gary Bennett, Hayden B. Bosworth, Leonor Corsino, Corrine Volis, Steven Grambow, Tony Lazenka, Bryan C. Batch, Crystal Tyson, and Laura P. Svetkey. (2016). Adaptive Intervention Design in Mobile Health: Intervention Design and Development in the Cell Phone Intervention for You (CITY) Trial. Physiology & behavior, 176(1), 139–148. http://doi.org/10.1016/j.physbeh.2017.03.040
  175. Edwin A. Locke and Gary P. Latham. (1990). A Theory of Goal Setting & Task Performance. Prentice-Hall, Inc, Englewood Cliffs, NJ, US.
  176. Kerolos Lotfy and Matthew L. Hale. (2016). Assessing Pairing and Data Exchange Mechanism Security in the Wearable nternet of things. Proceedings of the IEEE International Conference on Mobile Services (MS 2016), IEEE, 25–32. http://doi.org/10.1109/MobServ.2016.15
  177. Kai Lukoff, Taoxi Li, Yuan Zhuang, and Brian Y. Lim. (2018). TableChat: Mobile Food Journaling to Facilitate Family Support for Healthy Eating. Proceedings of the ACM on Human-Computer Interaction, 2(CSCW). http://doi.org/10.1145/3274383
  178. Yuhan Luo, Peiyi Liu, and Eun Kyoung Choe. (2019). Co-Designing Food Trackers with Dietitians: Identifying Design Opportunities for Food Tracker Customization. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019). http://doi.org/10.1145/3290605.3300822
  179. Deborah Lupton. (2014). Self-Tracking Cultures: Towards a Sociology of Personal Informatics. Proceedings of the Australian Computer-Human Interaction Conference (OzCHI 2014). http://doi.org/10.1145/2686612.2686623
  180. Deborah Lupton. (2014). Self-Tracking Modes: Reflexive Self-Monitoring and Data Practices. SSRN Electronic Journal. http://doi.org/10.2139/ssrn.2483549
  181. Deborah Lupton. (2016). The Diverse Domains of Quantified Selves: Self-Tracking Modes and Dataveillance. Economy and Society, 45(1), 101–122. http://doi.org/10.1080/03085147.2016.1143726
  182. Deborah Lupton. (2016). The Quantified Self. John Wiley & Sons.
  183. Haley MacLeod, Anthony Tang, and Sheelagh Carpendale. (2013). Personal Informatics in Chronic Illness Management. Proceedings of Graphics Interface (GI 2013), 149–156.
  184. Lena Mamykina, Elizabeth D. Mynatt, Patricia R. Davidson, and Daniel Greenblatt. (2008). MAHI: Investigation of Social Scaffolding for Reflective Thinking in Diabetes Management. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2008), 477–486. http://doi.org/10.1145/1357054.1357131
  185. Jennifer Mankoff, Susan R. Fussell, Tawanna Dillahunt, Rachel Glaves, Catherine Grevet, Michael Johnson, Deanna Matthews, H. Scott Matthews, Robert McGuire, Robert Thompson, Aubrey Shick, and Leslie Setlock. (2010). StepGreen.org: Increasing Energy Saving Behaviors via Social Networks. Proceedings of the International AAAI Conference on Weblogs and Social Media (ICWSM 2010), 106–113.
  186. 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. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp 2015), 577–588. http://doi.org/10.1145/2750858.2807528
  187. Stephen M. Mattingly, Julie M. Gregg, Pino Audia, Ayse Elvan Bayraktaroglu, Andrew T. Campbell, Nitesh V. Chawla, Vedant Das Swain, Munmun De Choudhury, Sidney K. D’Mello, Anind K. Dey, Ge Gao, Krithika Jagannath, Kaifeng Jiang, Suwen Lin, Qiang Liu, Gloria Mark, Gonzalo J. Martinez, Kizito Masaba, Shayan Mirjafari, Edward Moskal, Raghu Mulukutla, Kari Nies, Manikanta D. Reddy, Pablo Robles-Granda, Koustuv Saha, Anusha Sirigiri, and Aaron Striegel. (2019). The Tesserae Project: Large-Scale, Longitudinal, In Situ, Multimodal Sensing of Information Workers. Extended Abstracts of the SIGCHI Conference on Human Factors in Computing Systems (CHI EA 2019), 5–12. http://doi.org/10.1145/3290607.3299041
  188. Matthew Louis Mauriello, Michael Gubbels, and Jon E. Froehlich. (2014). Social Fabric Fitness: The Design and Evaluation of Wearable E-Textile Displays to Support Group Running. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2014), 2833–2842. http://doi.org/10.1145/2556288.2557299
  189. Mollie McKillop, Lena Mamykina, and Noémie Elhadad. (2018). Designing in the Dark: Eliciting Self-Tracking Dimensions for Understanding Enigmatic Disease. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018). http://doi.org/10.1145/3173574.3174139
  190. Siobhan K McMahon, Beth Lewis, Michael Oakes, Weihua Guan, Jean F Wyman, and Alexander J Rothman. (2016). Older Adults’ Experiences Using a Commercially Available Monitor to Self-Track Their Physical Activity. JMIR mHealth and uHealth, 4 (2), e35. http://doi.org/10.2196/mhealth.5120
  191. Yevgeniy Medynskiy and Elizabeth Mynatt. (2010). Salud!: An Open Infrastructure for Developing and Deploying Health Self-Management Applications. Proceedings of the International ICST Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2010), 1–8. http://doi.org/10.4108/ICST.PERVASIVEHEALTH2010.8897
  192. Andreas Menychtas, Charalampos Doukas, Panayiotis Tsanakas, and Ilias Maglogiannis. (2017). A Versatile Architecture for Building IoT Quantified-Self Applications. Proceedings of the IEEE Symposium on Computer-Based Medical Systems (CBMS 2017), 500–505. http://doi.org/10.1109/CBMS.2017.80
  193. Andre N. Meyer, Gail C. 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). http://doi.org/10.1145/3134714
  194. Jochen Meyer, Elke Beck, Merlin Wasmann, and Susanne Boll. (2017). Making Sense in the Long Run: Long-Term Health Monitoring in Real Lives. Proceedings – 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017, 285–294. http://doi.org/10.1109/ICHI.2017.11
  195. Jun Ki Min, Afsaneh Doryab, Jason Wiese, Shahriyar Amini, John Zimmerman, and Jason I. Hong. (2014). Toss “N” Turn: Smartphone as Sleep and Sleep Quality Detector. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2014), 477–486. http://doi.org/10.1145/2556288.2557220
  196. Sonali R. Mishra, Predrag Klasnja, John Mac Duffie Woodburn, Eric B. Hekler, Larsson Omberg, Michael Kellen, and Lara Mangravite. (2019). Supporting Coping with Parkinson’s Disease through Self-Tracking. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019), 1–16. http://doi.org/10.1145/3290605.3300337
  197. 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 SIGCHI Conference on Human Factors in Computing Systems (CHI 2018), 1–14. http://doi.org/10.1145/3173574.3174224
  198. 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. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2(3), 1–28. http://doi.org/10.1145/3264938
  199. Andre Matthias Müller, Nan Xin Wang, Jiali Yao, Chuen Seng Tan, Ivan Cherh Chiet Low, Nicole Lim, Jeremy Tan, Agnes Tan, and Falk Müller-Riemenschneider. (2019). Heart rate Measures from Wrist-Worn Activity Trackers in a Laboratory and Free-Living Setting: Validation Study. Journal of Medical Internet Research, 21(10), 1–19. http://doi.org/10.2196/14120
  200. Sean A. Munson and Sunny Consolvo. (2012). Exploring Goal-setting, Rewards, Self-monitoring, and Sharing to Motivate Physical Activity. Proceedings of the International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2012), 25–32. http://doi.org/bbn8
  201. Elizabeth L. Murnane, Saeed Abdullah, Mark Matthews, Tanzeem Choudhury, and Geri Gay. (2015). Social (Media) Jet Lag: How Usage of Social Technology can Modulate and Reflect Circadian Rhythms. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015). http://doi.org/10.1145/2750858.2807522
  202. 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. Proceedings of the ACM on Human-Computer Interaction, CSCW. http://doi.org/10.1145/3274396
  203. Gina Neff and Dawn Nafus. (2016). Self-Tracking. MIT Press.
  204. Jasmin Niess and Paweı W. Wozniak. (2018). Supporting Meaningful Personal Fitness: the Tracker Goal Evolution Model. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018), 1–12. http://doi.org/10.1145/3173574.3173745
  205. Shaleph J. O’Neill. (2019). The Artist as Model User: Reflections on Creating with a Quantified Self. Proceedings of the Conference on Creativity & Cognition (C&C 2019), 163–172. http://doi.org/10.1145/3325480.3325492
  206. William Odom, Ron Wakkary, Jeroen Hol, Bram Naus, Pepijn Verburg, Tal Amram, and Amy Yo Sue Chen. (2019). Investigating Slowness as a Frame to Design Longer-Term Experiences with Personal Data: A Field Study of Olly. Proceedings of the SIGCHI Conference of Human Factors in Computing Systems (CHI 2019), 1–16. http://doi.org/10.1145/3290605.3300264
  207. Jeungmin Oh and Uichin Lee. (2015). Exploring UX Issues in Quantified Self Technologies. Proceedings of the International Conference on Mobile Computing and Ubiquitous Networking (ICMU 2015), 53–59. http://doi.org/10.1109/ICMU.2015.7061028
  208. Fredrik Ohlin and Carl Magnus Olsson. (2015). Intelligent Computing in Personal Informatics: Key Design Considerations. Proceedings of the International Conference on Intelligent User Interfaces (IUI 2015). http://doi.org/10.1145/2678025.2701378
  209. OmniTrack for Research. https://github.com/OmniTrack/omnitrack_for_research
  210. Jeni Paay, Jesper Kjeldskov, Mikael B. Skov, Lars Lichon, and Stephan Rasmussen. (2015). Understanding Individual Differences for Tailored Smoking Cessation Apps. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2015), 1699–1708. http://doi.org/10.1145/2702123.2702321
  211. Jeni Paay, Jesper Kjeldskov, Mikael B. Skov, Nirojan Srikandarajah, and Umachanger Brinthaparan. (2015). Quitty Link: Using Smartphones for Personal Counseling to Help People Quit Smoking. Proceedings of the International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI 2015), 98–104. http://doi.org/10.1145/2785830.2785877
  212. Guy Pare, Chad Leaver, and Claire Bourget. (2018). Diffusion of the Digital Health Self-Tracking Movement in Canada: Results of a National Survey. Journal of Medical Internet Research, 20(5). http://doi.org/10.2196/jmir.9388
  213. Kunwoo Park, Ingmar Weber, Meeyoung Cha, and Chul Lee. (2016). Persistent Sharing of Fitness App Status on Twitter. Proceedings of the ACM Conference on Computer Supported Cooperative Work (CSCW 2016). http://doi.org/10.1145/2818048.2819921
  214. Sun Young Park and Yunan Chen. (2015). Individual and Social Recognition: Challenges and Opportunities in Migraine Management. Proceedings of the ACM International Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2015), 1540–1551. http://doi.org/10.1145/2675133.2675248
  215. Fengjiao Peng, Veronica Crista Labelle, Emily Christen Ue, and Rosalind W. Picard. (2018). A trip to the moon: Personalized Animated Movies for Self-Reflection. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018), 1–10. http://doi.org/10.1145/3173574.3173827
  216. Micah D.J. Peters, Christina M. Godfrey, Hanan Khalil, Patricia McInerney, Deborah Parker, and Cassia Baldini Soares. (2015). Guidance for Conducting Systematic Scoping Reviews. International Journal of Evidence-Based Healthcare, 13(3), 141–146. http://doi.org/10.1097/XEB.0000000000000050
  217. 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. Proceedings of the ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW 2017), 2300–2315. http://doi.org/cp6p
  218. Charlie Pinder, Jo Vermeulen, Benjamin R. Cowan, and Russell Beale. (2018). Digital Behaviour Change Interventions to Break and Form Habits. ACM Transactions on Computer-Human Interaction (TOCHI), 25(3). http://doi.org/10.1145/3196830
  219. Bernd Ploderer, Yaman Mazyed S. Alsahfi, and Stewart G. Trost. (2018). Technologies to Engage Young Children in Physical Activity: An Online Study of Parenting Practices. Proceedings of the Australian Computer-Human Interaction Conference (OzCHI 2018). http://doi.org/10.1145/3292147.3292180
  220. Bernd Ploderer, Justin Fong, Anusha Withana, Marlena Klaic, Siddharth Nair, Vincent Crocher, Frank Vetere, and Suranga Nanayakkara. (2016). ArmSleeve: A Patient Monitoring System to Support Occupational Therapists in Stroke Rehabilitation. Proceedings of the ACM Conference on Designing Interactive Systems (DIS 2016), 700–711. http://doi.org/10.1145/2901790.2901799
  221. Bernd Ploderer, Wolfgang Reitberger, Harri Oinas-Kukkonen, and Julia van Gemert-Pijnen. (2014). Social Interaction and Reflection for Behaviour Change. Personal and Ubiquitous Computing (PUC). http://doi.org/10.1007/s00779-014-0779-y
  222. 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. Proceedings of the Australian Computer-Human Interaction Conference (OzCHI 2017), 1–9. http://doi.org/10.1145/3152771.3152772
  223. Ari H. Pollack, Uba Backonja, Andrew D. Miller, Sonali R. Mishra, Maher Khelifi, Logan Kendall, and Wanda Pratt. (2016). Closing the Gap: Supporting Patients’ Transition to Self-Management after Hospitalization. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2016), 5324–5336. http://doi.org/10.1145/2858036.2858240
  224. Alina Pommeranz, Christian Detweiler, Pascal Wiggers, and Catholijn Jonker. (2012). Elicitation of Situated Values: Need for Tools to Help Stakeholders and Designers to Reflect and Communicate. Ethics and Information Technology, 14 (4), 285–303. http://doi.org/10.1007/s10676-011-9282-6
  225. Alina Pommeranz, Christian Detweiler, Pascal Wiggers, and Catholijn M. Jonker. (2011). Self-Reflection on Personal Values to Support Value-Sensitive Design. Proceedings of The BCS Conference on Human Computer Interaction (BCS-HCI 2011), 491–496.
  226. Price Waterhouse Coopers. (2016). Connected living in a wearable world. pwc.com/CISwearables
  227. 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. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2015). http://doi.org/10.1145/2702123.2702307
  228. James O. Prochaska and Wayne F. Velicer. (1997). The Transtheoretical Model of Health Behavior Change. American Journal of Health Promotion, 12(1), 38–48. http://doi.org/10.4278/0890-1171-12.1.38
  229. Shriti Raj, Joyce M Lee, Ashley Garrity, and Mark W 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 (IMWUT), 3(1), 22. http://doi.org/10.1145/3314409
  230. Amon Rapp. (2018). Gamification for self-tracking: From World of Warcraft to the design of Personal Informatics systems. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018). http://doi.org/10.1145/3173574.3173654
  231. 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, 1–17. http://doi.org/10.1016/j.ijhcs.2016.05.006
  232. 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). http://doi.org/10.1145/3196829
  233. 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. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 6864–6875. http://doi.org/10.1145/3025453.3025557
  234. Reza Rawassizadeh, Martin Tomitsch, Katarzyna Wac, and A. Min Tjoa. (2013). UbiqLog: A Generic Mobile Phone-Based Life-Log Framework. Personal and Ubiquitous Computing (PUC), 17(4), 621–637. http://doi.org/10.1007/s00779-012-0511-8
  235. Amanda Reichard, Muriel D. Saunders, Richard R. Saunders, Joseph E. Donnelly, Eric Lauer, Debra K. Sullivan, and Lauren Ptomey. (2015). A comparison of Two Weight Management Programs for Adults with Mobility Impairments. Disability and Health Journal, 8(1), 61–69. http://doi.org/10.1016/j.dhjo.2014.08.002
  236. Verónica Rivera-Pelayo, Johannes Munk, Valentin Zacharias, and Simone Braun. (2013). Live Interest Meter: Learning from Quantified Feedback in Mass Lectures. Proceedings of the International Conference on Learning Analytics and Knowledge (LAK 2013), 23–27. http://doi.org/10.1145/2460296.2460302
  237. Juan D. Parra Rodriguez, Daniel Schreckling, and Joachim Posegga. (2016). Addressing Data-Centric Security Requirements for IOT-Based Systems. Proceedings of the International Workshop on Secure Internet of Things (SIoT 2016), IEEE, 1–10. http://doi.org/10.1109/SIoT.2016.007
  238. John Rooksby, Parvin Asadzadeh, Alistair Morrison, Claire McCallum, Cindy Gray, and Matthew Chalmers. (2016). Implementing Ethics for a Mobile App Deployment. Proceedings of the Australian Computer-Human Interaction Conference (OzCHI 2016), 406–415. http://doi.org/10.1145/3010915.3010919
  239. John Rooksby, Mattias Rost, Alistair Morrison, and Matthew Chalmers. (2014). Personal Tracking as Lived Informatics. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2014), 1163–1172. http://doi.org/10.1145/2556288.2557039
  240. Samara Ruiz, Sven Charleer, Maite Urretavizcaya, Joris Klerkx, Fernández Castro Isabel, and Erik Duval. (2016). Supporting learning by considering emotions: Tracking and visualization. A case study. Proceedings of the International Conference on Learning Analytics & Knowledge (LAK 2016), 254–263. http://doi.org/10.1145/2883851.2883888
  241. Samara Ruiz, Sven Charleer, Maite Urretavizcaya, Joris Klerkx, Fernández Castro Isabel, and Erik Duval. (2016). Supporting Learning by Considering Emotions: Tracking and Visualization. A Case Study. Proceedings of the International Conference on Learning Analytics & Knowledge (LAK 2016), 254–263. http://doi.org/10.1145/2883851.2883888
  242. Heleen Rutjes, Martijn C. Willemsen, and Wijnand A. IJsselsteijn. (2019). Beyond Behavior: The Coach’s Perspective on Technology in Health Coaching. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019), 1–14. http://doi.org/10.1145/3290605.3300900
  243. Richard M. Ryan and Edward L. Deci. (2000). Self-Determination Theory and the Facilitation of Intrinsic Motivation, Social Development, and Well-Being. American Psychologist. http://doi.org/10.1037/0003-066X.55.1.68
  244. Herman Saksono, Carmen Castaneda-Sceppa, Jessica Hoffman, Magy Seif El-Nasr, Vivien Morris, and Andrea G. Parker. (2019). Social Reflections on Fitness Tracking Data: A Study with Families in Low-SES Neighborhoods. Proceedings of the SIGCHI Conference of Human Factors in Computing Systems (CHI 2019), 1–14. http://doi.org/10.1145/3290605.3300543
  245. Ana Maria Salai and Lynne Baillie. (2019). A Wee Bit More Interaction: Designing and Evaluating an Overactive Bladder App. Proceedings of the SIGCHI Conference of Human Factors in Computing Systems (CHI 2019), 1–14. http://doi.org/10.1145/3290605.3300933
  246. Pedro Sanches, Axel Janson, Pavel Karpashevich, Camille Nadal, Chengcheng Qu, Claudia Dauden Roquet, Muhammad Umair, Charles Windlin, Gavin Doherty, Kristina Hook, and others. (2019). HCI and Affective Health: Taking stock of a decade of studies and charting future research directions. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems – CHI ’19. http://doi.org/10.1145/3290605.3300475
  247. Pedro Sanches, Axel Janson, Pavel Karpashevich, Camille Nadal, Chengcheng Qu, Claudia Daudén Roquet, Muhammad Umair, Charles Windlin, Gavin Doherty, Kristina Höök, and Corina Sas. (2019). HCI and Affective Health Taking Stock of a Decade of Studies and Charting Future Research Directions. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019). http://doi.org/10.1145/3290605.3300475
  248. Jose Luis Santos, Sten Govaerts, Katrien Verbert, and Erik Duval. (2012). Goal-Oriented Visualizations of Activity Tracking: A Case Study with Engineering Students. Proceedings of the International Conference on Leaning Analytics and Knowledge (LAK 2012), 143–152. http://doi.org/10.1145/2330601.2330639
  249. Arvind Satyanarayan, Bongshin Lee, Donghao Ren, Jeffrey Heer, John Stasko, John Thompson, Matthew Brehmer, and Zhicheng Liu. (2020). Critical Reflections on Visualization Authoring Systems. IEEE Transactions on Visualization and Computer Graphics, 26(1), 461–471. http://doi.org/10.1109/TVCG.2019.2934281
  250. Sam Schechner and Mark Secada. (2019). You Give Apps Sensitive Personal Information. Then They Tell Facebook. The Wall Street Journal. https://www.wsj.com/articles/you-give-apps-sensitive-personal-information-then-they-tell-facebook-11550851636
  251. Susan M. Schembre, Yue Liao, Michael C. Robertson, Genevieve Fridlund Dunton, Jacqueline Kerr, Meghan E. Haffey, Taylor Burnett, Karen Basen-Engquist, and Rachel S. Hicklen. (2018). Just-In-Time Feedback in Diet and Physical Activity Interventions: Systematic Review and Practical Design Framework. Journal of Medical Internet Research, 20(3), 1–14. http://doi.org/10.2196/jmir.8701
  252. Klaus R Scherer, Angela Schorr, and Tom Johnstone. (2001). Appraisal Processes in Emotion: Theory, Methods, Research. Oxford University Press, New York, NY, US.
  253. Hanna Schneider, Julia Wayrauther, Mariam Hassib, and Andreas Butz. (2019). Communicating Uncertainty in Fertility Prognosis. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019), Association for Computing Machinery. http://doi.org/10.1145/3290605.3300391
  254. Donald A. Schön. (2017). The Reflective Practitioner: How Professionals Think in Action. http://doi.org/10.4324/9781315237473
  255. 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. Proceedings of the Designing Interactive Systems Conference (DIS 2018), 135–148. http://doi.org/10.1145/3196709.3196738
  256. Jessica Schroeder, Ravi Karkar, James Fogarty, Julie A Kientz, Sean A Munson, and Matthew Kay. (2020). A Patient-Centered Proposal for Bayesian Analysis of Self-Experiments for Health. Journal of Healthcare Informatics Research, 3(1), 124–155. http://doi.org/10.1007/s41666-018-0033-x.A
  257. 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. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 3(4), 1–26. http://doi.org/10.1145/3369809
  258. Victoria Schwanda Sosik, Xuan Zhao, and Dan Cosley. (2012). See Friendship, Sort of: How Conversation and Digital Traces Might Support Reflection on Friendships. Proceedings of the ACM Conference on Computer Supported Collaborative Work (CSCW 2012), 1145. http://doi.org/10.1145/2145204.2145374
  259. Nigel Shadbolt, Kieron O’Hara, David De Roure, and Wendy Hall. (2019). Privacy, Trust and Ethical Issues. In The Theory and Practice of Social Machines. Springer, Cham, 149–200. http://doi.org/10.1007/978-3-030-10889-2_4
  260. Grace Shin, Mohammad Hossein Jarrahi, and Amir Karami. (2019). Wearable Activity Trackers, Accuracy, Adoption, Acceptance and Health Impact: A Systematic Literature Review. Journal of Biomedical Informatics, 93(April 2019), 103153. http://doi.org/10.13140/RG.2.2.22188.10888
  261. 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 and Posture, 40(1), 11–19. http://doi.org/10.1016/j.gaitpost.2014.03.189
  262. Katie A. Siek, Kay H. Connelly, Yvonne Rogers, Paul Rohwer, Desiree Lambert, and Janet L. Welch. (2006). When do we Eat? An Evaluation of Food Items Input Into an Electronic Food Monitoring Application. Proceedings of the Conference on Pervasive Health (PervasiveHealth 2006). http://doi.org/10.1109/PCTHEALTH.2006.361684
  263. Will Simm, Maria Angela Ferrario, Adrian Gradinar, Marcia Tavares Smith, Stephen Forshaw, Ian Smith, and Jon Whittle. (2016). Anxiety and Autism: Towards Personalized Digital Health. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2016), 1270–1281. http://doi.org/10.1145/2858036.2858259
  264. Michael Skirpan, Jacqueline Cameron, and Tom Yeh. (2018). Quantified Self: An Interdisciplinary Immersive Theater Project Supporting a Collaborative Learning Environment for CS Ethics. Proceedings of the ACM Technical Symposium on Computer Science Education (SIGCSE 2018), 946–951. http://doi.org/10.1145/3159450.3159574
  265. Patrick Slevin and Brian Caulfield. (2018). Patient-Generated Health Data. Wearable Technology in Medicine and Health Care, (April), 261–273. http://doi.org/10.1016/B978-0-12-811810-8.00013-0
  266. Petr Slovak, Chris Frauenberger, and Geraldine Fitzpatrick. (2017). Reflective Practicum: A Framework of Sensitising Concepts to Design for Transformative Reflection. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017), 2696–2707. http://doi.org/10.1145/3025453.3025516
  267. Wally Smith, Bernd Ploderer, Greg Wadley, Sarah Webber, and Ron Borland. (2017). Trajectories of Engagement and Disengagement with a Story-Based Smoking Cessation App. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2017). http://doi.org/10.1145/3025453.3026054
  268. Jaime Snyder, Mark Matthews, Jacqueline Chien, Pamara F. Chang, Emily Sun, Saeed Abdullah, and Geri Gay. (2015). MoodLight: Exploring Personal and Social Implications of Ambient Display of Biosensor Data. Proceedings of the ACM International Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2015), 143–153. http://doi.org/10.1145/2675133.2675191
  269. Caleb Southern, Yunnuo Cheng, Cheng Zhang, and Gregory D. Abowd. (2017). Understanding the Cost of Driving Trips. Proceedings of the SIGCHI Conference of Human Factors in Computing Systems (CHI 2017), 430–434. http://doi.org/10.1145/3025453.3025686
  270. Statista. (2017). Percentage of Mobile Medical Application Categories Used by U.S. Adults at Least Once as of 2017.
  271. Yulia Stepanchuk. (2017). Quantified Construction of Self: Numbers, Narratives and the Modern Individual. Proceedings of the International IMS Conference (IMS 2017), 28–36. http://doi.org/10.1145/3143699.3143720
  272. Melanie Swan. (2013). The Quantified Self: Fundamental Disruption in Big Data Science and Biological Discovery. Big Data, 1(2), 85–99. http://doi.org/10.1089/big.2012.0002
  273. Neille-Ann H. Tan, Han Sha, Eda Celen, Phucanh Tran, Kelly Wang, Gifford Cheung, Philip Hinch, and Jeff Huang. (2018). Rewind: Automatically Reconstructing Everyday Memories with First-Person Perspectives. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2(4), 1–20. http://doi.org/10.1145/3287069
  274. 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. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 1(2), 1–28. http://doi.org/10.1145/3090091
  275. Lie Ming Tang, Jochen Meyer, Daniel A. Epstein, Kevin Bragg, Lina Engelen, Adrian Bauman, and Judy Kay. (2018). Defining Adherence: Making Sense of Physical Activity Tracker Data. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT). http://doi.org/10.1145/3191769
  276. Sara Taylor, Akane Sano, Craig Ferguson, Akshay Mohan, and Rosalind W. Picard. (2018). QuantifyMe: An Open-Source Automated Single-Case Eexperimental Design Platform. Sensors, 18(4). http://doi.org/10.3390/s18041097
  277. Monica Tentori, Gillian R. Hayes, and Madhu Reddy. (2011). Pervasive Computing for Hospital, Chronic, and Preventive Care. Foundations and Trends in Human-Computer Interaction. http://doi.org/10.1561/1100000024
  278. Anja Thieme, Rob Comber, Julia Miebach, Jack Weeden, Nicole Krämer, Shaun Lawson, and Patrick Olivier. (2012). “We’ve Bin Watching You” – Designing for Reflection and Social Persuasion to Promote Sustainable Lifestyles. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2012), 2337–2346. http://doi.org/10.1145/2207676.2208394
  279. Jakob Tholander and Stina Nylander. (2015). Snot, Sweat, Pain, Mud, and Snow – Performance and Experience in the Use of Sports Watches. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2015), 2913–2922. http://doi.org/10.1145/2702123.2702482
  280. Alice Thudt, Uta Hinrichs, Samuel Huron, and Sheelagh Carpendale. (2018). Self-Reflection and Personal Physicalization Construction. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2018), 1–13. http://doi.org/10.1145/3173574.3173728
  281. Bhavani Thuraisingham, Murat Kantarcioglu, Elisa Bertino, Jonathan Z. Bakdash, and Maribel Fernandez. (2018). Towards a Privacy-Aware Quantified Self Data Management Framework. Proceedings of ACM Symposium on Access Control Models and Technologies (SACMAT 2018), 173–184. http://doi.org/10.1145/3205977.3205997
  282. Tracking for Health | Pew Research Center. https://www.pewinternet.org/2013/01/28/tracking-for-health/
  283. Christopher C. Tsai, Gunny Lee, Fred Raab, Gregory J. Norman, Timothy Sohn, William G. Griswold, and Kevin Patrick. (2007). Usability and Feasibility of PmEB: A Mobile Phone Application for Monitoring Real Time Caloric Balance. Mobile Networks and Applications, 12(2-3), 173–184. http://doi.org/10.1007/s11036-007-0014-4
  284. Bert Vandenberghe, Jasper Vanhoof, Roos Voorend, David Geerts, and Fabienne Dobbels. (2018). The “Self” as Barrier for Self-Management Technologies in Healthcare? Proceedings of the EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2018), 336–346. http://doi.org/10.1145/3240925.3240974
  285. 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. Proceedings of the ACM on Human-Computer Interaction, 1(CSCW). http://doi.org/10.1145/3134743
  286. Rui Wang, Fanglin Chen, Zhenyu Chen, Tianxing Li, Gabriella Harari, Stefanie Tignor, Xia Zhou, Dror Ben-Zeev, and Andrew T. Campbell. (2014). StudentLife: Assessing Mental Health, Academic Performance and Behavioral Trends of College Students using Smartphones. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2014), 3–14. http://doi.org/10.1145/2632048.2632054
  287. Yafei Wang, Ingmar Weber, and Prasenjit Mitra. (2016). Quantified Self Meets Social Media: Sharing of Weight Updates on Twitter. Proceedings of the Digital Health Conference (DH 2016), 93–97. http://doi.org/10.1145/2896338.2896363
  288. Thomas L. Webb, Judith Joseph, Lucy Yardley, and Susan Michie. (2010). Using the Internet to Promote Health Behavior Change: A Systematic Review and Meta-Analysis of the Impact of Theoretical Basis, Use of Behavior Change Techniques, and Mode of Delivery on Efficacy. Journal of Medical Internet Research, 12(1), 1–18. http://doi.org/10.2196/jmir.1376
  289. Peter West, Richard Giordano, Max Van Kleek, and Nigel Shadbolt. (2016). The Quantified Patient in the Doctor’s Office: Challenges & Opportunities. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2016). http://doi.org/10.1145/2858036.2858445
  290. Gary White, Zilu Liang, and Siobhan Clarke. (2019). A Quantified-Self Framework for Exploring and Enhancing Personal Productivity. Proceedings of the International Conference on Content-Based Multimedia Indexing (CBMI 2019), IEEE, 1–6. http://doi.org/10.1109/CBMI.2019.8877475
  291. Mark Whooley, Bernd Ploderer, and Kathleen Gray. (2014). On the Integration of Self-Tracking Data amongst Quantified Self Members. Proceedings of the International BCS Human Computer Interaction Conference (BS-HCI 2014), 151–160. http://doi.org/10.14236/ewic/hci2014.16
  292. Frederik Wiehr, Felix Kosmalla, Florian Daiber, and Antonio Krüger. (2017). Footstriker: An EMS-Based Foot Strike Assistant for Running. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 1(1). http://doi.org/10.1145/3123024.3123191
  293. Jason Wiese, Sauvik Das, Jason I. Hong, and John Zimmerman. (2017). Evolving the Ecosystem of Personal Behavioral Data. Human-Computer Interaction, 1–64. http://doi.org/ccwh
  294. Kaiton Williams. (2015). An Anxious Alliance. Proceedings of the Aarhus Conference on Critical Alternatives (Aarhus 2015). http://doi.org/10.7146/aahcc.v1i1.21146
  295. Simon J. Williams, Catherine Coveney, and Robert Meadows. (2015). “M-apping” Sleep? Trends and Transformations in the Digital Age. Sociology of Health and Illness, 37(7), 1039–1054. http://doi.org/10.1111/1467-9566.12283
  296. Jacob O. Wobbrock and Julie A. Kientz. Research Contributions in Human-Computer Interaction. Interactions, 38–44. http://doi.org/10.1145/2907069
  297. Gary Wolf. Know Thyself: Tracking Every Facet of Life, from Sleep to Mood to Pain, 24/7/365. Wired. https://www.wired.com/2009/06/lbnp-knowthyself/
  298. World Health Organization: Frequently Asked Questions. https://www.who.int/about/who-we-are/frequently-asked-questions
  299. Rayoung Yang, Eunice Shin, Mark W. Newman, and Mark S. Ackerman. (2015). When Fitness Trackers Don’t “Fit”: End-User Difficulties in the Assessment of Personal Tracking Device Accuracy. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015), 623–634.
  300. Svetlana Yarosh. (2013). Shifting Dynamics or Breaking Sacred Traditions? The Role of Technology in Twelve-Step Fellowships. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2013), 3413–3422. http://doi.org/10.1145/2470654.2466468
  301. 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. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 3(3), 119:1–119:31. http://doi.org/10.1145/3351277