Author(s):

  • Zhang, Jun
  • Lowry, Paul Benjamin

Abstract:

With the rapid development of wearable technologies, nowadays people can easily track and record their health-related information, such as athletic performance and vital signs. The quantified-self 2.0 movement encourages wearable device users to share their health information with other online community members to ensure the sustainable use of wearable technologies and the maintenance of health behavior. However, the health literature claims that health behavior maintenance is difficult because it is easy for people to give up on the health behavior during the maintenance stage, considering the unforeseen barriers and temptations that may occur in the long term. Drawing upon a motivational affordance perspective and the theory of health action process approach (HAPA), this theoretical essay provides design principles for quantified-self 2.0 platforms, with the purpose to increase users’ longitudinal health performance. Additionally, we propose a conceptual model explaining the underlying mechanism in terms of how these affordance design principles serve as the sources of three specific kinds of self-efficacy in this context (i.e., pre-action, maintenance, and recovery self-efficacy), which play crucial roles in health behavior maintenance.

Document:

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2861386

References:
  1. A BanduraSelf-efficacy: toward a unifying theory of behavioral changePsychological Review, volume 84, issue 2, p. 191 – 215Posted: 1977Crossref
  2. A BanduraSelf-efficacy: The Exercise of ControlPosted: 1997
  3. A J BellgMaintenance of health behavior change in preventive cardiology internalization and self-regulation of new behaviorsBehavior Modification, volume 27, issue 1, p. 103 – 131Posted: 2003
  4. K Cresswell, A SheikhOrganizational issues in the implementation and adoption of health information technology innovations: an interpretative reviewInternational Journal of Medical Informatics, volume 82, issue 5, p. 73 – 86Posted: 2013Crossref
  5. J Crocker, L L Thompson, K M Mcgraw, C IngermanDownward comparison, prejudice, and evaluations of others: effects of self-esteem and threatJournal of Personality and Social Psychology, volume 52, issue 5, p. 907 – 916Posted: 1987Crossref
  6. C E Cutrona, B R TroutmanSocial support, infant temperament, and parenting selfefficacy: A mediational model of postpartum depressionChild Development, volume 57, issue 6, p. 1507 – 1518Posted: 1986Crossref
  7. K E Evers, J M Prochaska, J O Prochaska, M.-M Driskell, C O Cummins, W F VelicerStrengths and weaknesses of health behavior change programs on the InternetJournal of Health Psychology, volume 8, issue 1, p. 63 – 70Posted: 2003Crossref
  8. L FestingerA theory of social comparison processesHuman Relations, volume 7, issue 2, p. 117 – 140Posted: 1954Crossref
  9. F X Gibbons, B P BuunkIndividual differences in social comparison: development of a scale of social comparison orientationJournal of personality and social psychology, volume 76, issue 1Posted: 1999Crossref
  10. M E Gist, T R MitchellSelf-efficacy: A theoretical analysis of its determinants and malleability, volume 17, p. 183 – 211Posted: 1992Crossref
  11. E GoffmanInteraction ritual: Essays in face to face behaviorPosted: 2005
  12. G Hackett, N E BetzA self-efficacy approach to the career development of womenJournal of Vocational Behavior, volume 18, issue 3, p. 326 – 339Posted: 1981Crossref
  13. T HammondWearables have a dirty little secret: 50% of users lose interestPosted: 2014-08-21
  14. T Jo-Peng, K Yung-Chou, L Rong-SheanInvestigating the effect of virtual reality application on teaching assistance for machine tools operation educationAdvanced Intelligent Mechatronics, p. 626 – 631Posted: 2012
  15. M N Kamel Boulos, S WheelerThe emerging Web 2.0 social software: an enabling suite of sociable technologies in health and health care education1Health Information & Libraries Journal, volume 24, issue 1, p. 2 – 23Posted: 2007Crossref
  16. M Kavussanu, G C RobertsMotivation in physical activity contexts: The relationship of perceived motivational climate to intrinsic motivation and self-efficacyJournal of Sport and Exercise Psychology, volume 18, p. 264 – 280Posted: 1996Crossref
  17. H.-W Kim, H C Chan, A KankanhalliWhat motivates people to purchase digital items on virtual community websites? The desire for online self-presentationInformation Systems Research, volume 23, issue 4, p. 1232 – 1245Posted: 2012Crossref
  18. H Krasnova, S Spiekermann, K Koroleva, T HildebrandOnline social networks: why we discloseJournal of Information Technology, volume 25, issue 2, p. 109 – 125Posted: 2010Crossref
  19. B Law, C HallObservational learning use and self-efficacy beliefs in adult sport novicesPsychology of Sport and Exercise, volume 10, issue 2, p. 263 – 270Posted: 2009Crossref
  20. D Ledger, D MccaffreyInside wearables: How the science of human behavior change offers the secret to long-term engagement: Endeavour Partners LLC, p. 1 – 17Posted: 2014
  21. L.-L Lee, A Arthur, M AvisUsing self-efficacy theory to develop interventions that help older people overcome psychological barriers to physical activity: a discussion paperInternational Journal of Nursing Studies, volume 45, issue 11, p. 1690 – 1699Posted: 2008Crossref
  22. A LickermanThe Undefeated Mind: On the Science of Constructing an Indestructible SelfPosted: 2012
  23. C Lin, I.-C Lin, J RoanBarriers to physicians’ adoption of healthcare information technology: an empirical Study on multiple hospitalsJournal of Medical Systems, volume 36, issue 3, p. 1965 – 1977Posted: 2012Crossref
  24. A Luszczynska, M Mazurkiewicz, J P Ziegelmann, R SchwarzerRecovery selfefficacy and intention as predictors of running or jogging behavior: A cross-lagged panel analysis over a two-year periodPsychology of Sport and Exercise, volume 8, issue 2, p. 247 – 260Posted: 2007Crossref
  25. A Luszczynska, R SchwarzerPlanning and self-efficacy in the adoption and maintenance of breast self-examination: A longitudinal study on self-regulatory cognitionsPsychology and Health, volume 18, issue 1, p. 93 – 108Posted: 2003Crossref
  26. A Luszczynska, S SuttonPhysical activity after cardiac rehabilitation: Evidence that different types of self-efficacy are important in maintainers and relapsersRehabilitation Psychology, volume 51, issue 4, p. 314 – 321Posted: 2006Crossref
  27. E J Lyons, Z H Lewis, B G Mayrsohn, J L RowlandBehavior change techniques implemented in electronic lifestyle activity monitors: a systematic content analysisJournal of Medical Internet Research, volume 16, issue 8Posted: 2014Crossref
  28. M Ma, R AgarwalThrough a glass darkly: Information technology design, identity verification, and knowledge contribution in online communitiesInformation Systems Research, volume 18, issue 1, p. 42 – 67Posted: 2007Crossref
  29. J E Maddux, L W Norton, M R LearyCognitive components of social anxiety: An investigation of the integration of self-presentation theory and self-efficacy theoryJournal of Social and Clinical Psychology, volume 6, issue 2, p. 180 – 190Posted: 1988Crossref
  30. MaryeaCan Wearing a Fitbit Improve Your Overall Fitness?Posted: 2014-12-30
  31. S MccallumGamification and serious games for personalized healthNational Institutes of Health, volume 177, p. 85 – 96Posted: 2012
  32. A Pantelopoulos, N G BourbakisA survey on wearable sensor-based systems for health monitoring and prognosis. Systems, Man, and Cybernetics, Part C: Applications and ReviewsIEEE Transactions on, volume 40, issue 1, p. 1 – 12Posted: 2010
  33. J.-H Park, B SuhThe Impact of Influential’s Betweenness Centrality on the WOM Effect under the Online Social Networking Service EnvironmentPosted: 2013
  34. L Parschau, L Fleig, M Koring, D Lange, N Knoll, R Schwarzer, S LippkePositive experience, self-efficacy, and action control predict physical activity changes: A moderated mediation analysisBritish Journal of Health Psychology, volume 18, issue 2, p. 395 – 406Posted: 2013Crossref
  35. M Pečujlija, D ĆulibrkWhy we believe the computer when it liesComputers in Human Behavior, volume 28, issue 1, p. 143 – 152Posted: 2012Crossref
  36. L G Pelletier, M S Fortier, R J Vallerand, K M Tuson, N M Briere, M R BlaisToward a new measure of intrinsic motivation, extrinsic motivation, and amotivation in sports: The Sport Motivation Scale (SMS)Journal of sport and Exercise Psychology, volume 17, p. 35 – 35Posted: 1995Crossref
  37. B Ploderer, W Reitberger, H Oinas-Kukkonen, J Van Gemert-PijnenSocial interaction and reflection for behaviour change. Personal and Ubiquitous Computing, volume 18, p. 1667 – 1676Posted: 2014
  38. RackspaceThe human cloud: wearable technology from novelty to productivity, p. 1 – 10Posted: 2013
  39. A J Rothman, A S Baldwin, A W Hertel, P T FuglestadSelf-regulation and behavior change: Disentangling behavioral initiation and behavioral maintenanceThe Handbook of Self-Regulation, p. 130 – 148Posted: 2004
  40. D Schoech, J F Boyas, B M Black, N Elias-LambertGamification for behavior change: Lessons from developing a social, multiuser, web-tablet based prevention game for youthsJournal of Technology in Human Services, volume 31, issue 3, p. 197 – 217Posted: 2013Crossref
  41. R SchwarzerSelf-efficacy in the adoption and maintenance of health behaviors: Theoretical approaches and a new modelSelf-efficacy: Thought Control of Action, p. 217 – 243Posted: 1992
  42. R SchwarzerModeling health behavior change: How to predict and modify the adoption and maintenance of health behaviorsApplied Psychology, volume 57, issue 1, p. 1 – 29Posted: 2008Crossref
  43. R Schwarzer, A Luszczynska, J P Ziegelmann, U Scholz, S LippkeSocialcognitive predictors of physical exercise adherence: three longitudinal studies in rehabilitation, volume 27Posted: 2008Crossref
  44. R Schwarzer, B Schüz, J P Ziegelmann, S Lippke, A Luszczynska, U ScholzAdoption and maintenance of four health behaviors: Theory-guided longitudinal studies on dental flossing, seat belt use, dietary behavior, and physical activityAnnals of Behavioral Medicine, volume 33, issue 2, p. 156 – 166Posted: 2007Crossref
  45. H P Sims, Jr, A D Szilagyi, R T KellerThe Measurement of Job CharacteristicsThe Academy of Management Journal, volume 19, issue 2, p. 195 – 212Posted: 1976Crossref
  46. StatistaWearable device market value fromPosted: 2010
  47. M SwanEmerging patient-driven health care models: an examination of health social networks, consumer personalized medicine and quantified self-trackingInternational Journal of Environmental Research and Public Health, volume 6, issue 2, p. 492 – 525Posted: 2009Crossref
  48. M SwanSensor mania! the internet of things, wearable computing, objective metrics, and the quantified self 2.0Journal of Sensor and Actuator Networks, volume 1, issue 3, p. 217 – 253Posted: 2012Crossref
  49. W B Swann, L P Milton, J T PolzerShould we create a niche or fall in line? Identity negotiation and small group effectivenessJournal of Personality and Social Psychology, volume 79, issue 2, p. 238 – 250Posted: 2000Crossref
  50. W F Velicer, J M Govia, N P Cherico, D P CorriveauItem format and the structure of the buss-durkee hostility inventoryAggressive Behavior, volume 11, issue 1, p. 65 – 82Posted: 1985Crossref
  51. T A WillsDownward comparison principles in social psychologyPsychological Bulletin, volume 90, issue 2, p. 245 – 271Posted: 1981Crossref
  52. E Wright, J MarvelElectronic health records: postadoption physician satisfaction and continued use. The Health Care Manager, volume 31, p. 259 – 267Posted: 2012