Designing for psychological change: Individuals' reward and cost valuations in weight management

Journal of Medical Internet Research

Volumn 16, Issue 6, 2014, Pages

  Hsu, Anne ^a   Blandford, Ann ^b  

^a QUEEN MARY UNIVERSITY OF LONDON   (United Kingdom)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

Behavior; Design; Health promotion; Human centered computing; Interaction design process and methods; Psychology; Weight loss

Indexed keywords

ADULT; AGED; BODY WEIGHT; COST; DECISION MAKING; DECISION THEORY; FEMALE; HEALTH BEHAVIOR; HUMAN; INTERVIEW; MALE; MIDDLE AGED; OBESITY; PSYCHOLOGY; QUALITATIVE RESEARCH; REWARD; SOCIAL SUPPORT; WEIGHT REDUCTION;

ADULT; AGED; BODY WEIGHT; CHOICE BEHAVIOR; COSTS AND COST ANALYSIS; DECISION THEORY; FEMALE; HEALTH BEHAVIOR; HUMANS; INTERVIEWS AS TOPIC; MALE; MIDDLE AGED; OVERWEIGHT; QUALITATIVE RESEARCH; REWARD; SOCIAL SUPPORT; WEIGHT LOSS;

EID: 84900401168     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/jmir.3009     Document Type: Article

References (54)

1. Finkelstein EA, Trogdon JG, Cohen JW, Dietz W. Annual medical spending attributable to obesity: payer-And service-specific estimates. Health Aff (Millwood) 2009;28(5):w822-w831 [FREE Full text] [doi: 10.1377/hlthaff.28.5. w822] [Medline: 19635784]
2. Fogg B. Persuasive Technology: Using Computers to Change What We Think and Do. San Francisco: Morgan Kaufmann; 2003.
3. Fogg BJ. A behavior model for persuasive design. 2009 Presented at: 4th International Conference on Persuasive Technology; 2009; Claremont, California. [doi: 10.1145/1541948.1541999]
4. Oinas-Kukkonen H, Harjumaa M. Persuasive systems design: Key issues, process model, and system features. Communications of the Association for Information Systems 2009:28. [doi: 10.1145/1541948.1541989]
5. Oinas-Kukkonen H. A foundation for the study of behavior change support systems. Pers Ubiquit Comput 2012 Jul 19;17(6):1223-1235. [doi: 10.1007/s00779-012-0591-5]
6. Locke EA, Latham GP. Building a practically useful theory of goal setting and task motivation. A 35-year odyssey. Am Psychol 2002 Sep;57(9):705-717. [Medline: 12237980]
7. Prochaska JO, DiClemente CC, Norcross JC. In search of how people change. Applications to addictive behaviors. Am Psychol 1992 Sep;47(9):1102-1114. [Medline: 1329589]
8. Bandura A. Social Foundations of Thought and Action: A Social Cognitive Theory. New Jersey: Prentice Hall; 1986.
9. Consolvo S, McDonald D, Landay J. Theory-Driven Design Strategies for Technologies that Support Behavior Change in Everyday Life. In: Proceedings of CHI. 2009 Presented at: CHI; April 4-9, 2009; Boston p. 405-414. [doi: 10.1145/1518701.1518766]
10. Fehr E, Rangel A. Neuroeconomic Foundations of Economic Choice-Recent Advances. Journal of Economic Perspectives 2011 Nov;25(4):3-30. [doi: 10.1257/jep.25.4.3]
11. Torning K, Kukkonen H. Persuasive system design: state of the art and future directions. In: Proceedings of the 4th International Conference on Persuasive Technology. 2009 Presented at: International Conference on Persuasive Technology; April 26-29, 2009; Claremont. [doi: 10.1145/1541948.1541989]
12. Consolvo S, Everitt K, Smith I, Landay JA. Design requirements for technologies that encourage physical activity. In: Proceedings of the SIGCHI conference on Human Factors in computing systems. 2006 Presented at: CHI; April 22-27, 2006; Montreal p. 457-466. [doi: 10.1145/1124772.1124840]
13. Lin J, Mamykina L, Lindtner S, Delajoux G, Strub H. Fish 'n' Steps: Encouraging physical activity with an interactive computer game. Ubiquitous Computing 2006:261-278. [doi: 10.1007/11853565-16]
14. Brown B, Chetty M, Grimes A, Harmon E. Reflecting on health: a system for students to monitor diet and exercise. CHI 2006 extended abstracts on Human factors in computing systems 2006:1807. [doi: 10.1145/1125451.1125794]
15. Patrick K, Raab F, Adams MA, Dillon L, Zabinski M, Rock CL, et al. A text message-based intervention for weight loss: randomized controlled trial. J Med Internet Res 2009;11(1):e1 [FREE Full text] [doi: 10.2196/jmir.1100] [Medline: 19141433]
16. Consolvo S, klasnja P, McDonald D, Avrahami DF. Flowers or a robot army? encouraging awareness and activity with personal, mobile displays. Ubicomp 2008:54-63. [doi: 10.1145/1409635.1409644]
17. Baumer EP, Katz SJ, Freeman JE, Adams P, Gonzales AL, Pllak JP, et al. Proceedings of CHI. In: Prescriptive Persuasion and Open-Ended Social Awareness: Expanding the Design Space of Mobile Health. 2012 Presented at: CHI; May 5, 2012; Austin, TX p. 476-484. [doi: 10.1145/2145204.2145279]
18. Maitland C. Designing for Peer Involvement in Weight Management. In: Proceedings of CHI. 2011 Presented at: CHI; May 7, 2011; Vancouver p. 315-324. [doi: 10.1145/1978942.1978988]
19. Lee M, Keisler S, Forlizzi J. Mining Behavioral Economics to Design Persuasive Technology for Healthy Choices. In: Proceedings of CHI. 2011 Presented at: CHI; May 5, 2011; Vancouver p. 325-334. [doi: 10.1145/1978942. 1978989]
20. Maitland J. Towards negotiation as a framework for health promoting technology. SIGHIT Rec 2011 Mar 01;1(1):10. [doi: 10.1145/1971706.1971710]
21. Fogg BJ, Eckles D, Bogost I, Consolvo S, Holmen E, Spasojevic M, et al. Mobile Persuasion: 20 Perspectives of the Future of Behavior Change. Stanford, CA: Stanford Captology Media; 2007:978-09795.
22. Rachuri K, Musolesi M, Mascolo C, Rentfrow P, Longworth C, Aucinas A. EmotionSense: A Mobile Phones based Adaptive Platform for Experimental Social Psychology Research. In: Ubiquitous Computing. 2010 Presented at: 12th ACM International Conference on Ubiquitous Computing; Sept 28, 2010; Copenhagen. [doi: 10.1145/1864349.1864393]
23. Gilovich T, Griffin DK. Heuristics and Biases: The Psychology of Intuitive Judgment. Cambridge: Cambridge University Press; 2002:874.
24. Vlaev I, Chater N, Stewart N, Brown GD. Does the brain calculate value? Trends Cogn Sci 2011 Nov;15(11):546-554. [doi: 10.1016/j.tics.2011.09.008] [Medline: 21983149]
25. Peters J, Büchel C. Neural representations of subjective reward value. Behav Brain Res 2010 Dec 1;213(2):135-141. [doi: 10.1016/j.bbr.2010.04. 031] [Medline: 20420859]
26. Peters J, Büchel C. Episodic future thinking reduces reward delay discounting through an enhancement of prefrontal-mediotemporal interactions. Neuron 2010 Apr 15;66(1):138-148. [doi: 10.1016/j.neuron.2010.03.026] [Medline: 20399735]
27. Hare TA, Malmaud J, Rangel A. Focusing attention on the health aspects of foods changes value signals in vmPFC and improves dietary choice. J Neurosci 2011 Jul 27;31(30):11077-11087 [FREE Full text] [doi: 10.1523/JNEUROSCI.6383-10. 2011] [Medline: 21795556]
28. Gottlieb J, Balan P. Attention as a decision in information space. Trends in Cognitive Science 2010:240.
29. Killeen PR. An additive-utility model of delay discounting. Psychol Rev 2009 Jul;116(3):602-619. [doi: 10.1037/a0016414] [Medline: 19618989]
30. Voh KD, Baumeister RF. Handbook of self-regulation: Research, theory, and applications. New York: Guilford Press; 2010.
31. Robinson E, Blissett J, Higgs S. Changing memory of food enjoyment to increase food liking, choice and intake. Br J Nutr 2012 Oct 28;108(8):1505-1510. [doi: 10.1017/S0007114511007021] [Medline: 22214529]
32. May J, Andrade J, Batey H, Berry LM, Kavanagh DJ. Less food for thought. Impact of attentional instructions on intrusive thoughts about snack foods. Appetite 2010 Oct;55(2):279-287. [doi: 10.1016/j.appet.2010.06.014] [Medline: 20600411]
33. Ajzen I. The theory of planned behavior. Organizational Behavior and Human Decision Processes 1991 Dec;50(2):179-211. [doi: 10.1016/0749-5978(91) 90020-T]
34. Triandis H. Interpersonal behavior. Monterey, CA: Brooks/Cole Pub. Co; 1977.
35. Darnton A. GSR Behaviour Change Knowledge Review.: University of Westminster; 2008. Reference Report: An overview of behaviour change models and their uses URL: http://www.civilservice.gov.uk/wp-content/uploads/2011/09/ Behaviour-change-reference-report-tcm6-9697.pdf [accessed 2014-05-26] [WebCite Cache ID 6PrEpyqIW]
36. Braun V, Clarke V. Using thematic analysis in psychology. Qualitative Research in Psychology 2006 Jan;3(2):77-101. [doi: 10.1191/1478088706qp063oa]
37. Tice DM, Bratslavsky E, Baumeister RF. Emotional distress regulation takes precedence over impulse control: if you feel bad, do it!. J Pers Soc Psychol 2001 Jan;80(1):53-67. [Medline: 11195891]
38. Bouchard C, Sarzynski MA, Rice TK, Kraus WE, Church TS, Sung YJ, et al. Genomic predictors of the maximal O uptake response to standardized exercise training programs. J Appl Physiol 2011 May;110(5):1160-1170 [FREE Full text] [doi: 10.1152/japplphysiol.00973.2010] [Medline: 21183627]
39. Minot S, Sinha R, Chen J, Li H, Keilbaugh SA, Wu GD, et al. The human gut virome: inter-individual variation and dynamic response to diet. Genome Res 2011 Oct;21(10):1616-1625 [FREE Full text] [doi: 10.1101/gr.122705.111] [Medline: 21880779]
40. Newman MW, Lauterbach D, Munson SA, Resnick P, Morris ME. It's not that I don't have problems, I'm just not putting them on Facebook: challenges and opportunities in using online social networks for health. In: Proceedings of the ACM 2011 Conference on Computer supported cooperative work. 2011 Presented at: ACM 2011 Conference on Computer supported cooperative work; March 19-23, 2011; Hangzhou, China p. 341-350. [doi: 10.1145/1958824.1958876]
41. Puhl R, Peterson JL, Luedicke J. Fighting obesity or obese persons? Public perceptions of obesity-related health messages. Int J Obes (Lond) 2013 Jun;37(6):774-782. [doi: 10.1038/ijo.2012.156] [Medline: 22964792]
42. Dwyer DM, Jarratt F, Dick K. Evaluative conditioning with foods as CSs and body shapes as USs: No evidence for sex differences, extinction, or overshadowing. Cognition & Emotion 2007 Feb;21(2):281-299. [doi: 10.1080/02699930600551592]
43. Higgs S, Donohoe JE. Focusing on food during lunch enhances lunch memory and decreases later snack intake. Appetite 2011 Aug;57(1):202-206. [doi: 10.1016/j.appet.2011.04.016] [Medline: 21569808]
44. Hammond D. Health warning messages on tobacco products: a review. Tob Control 2011 Sep;20(5):327-337. [doi: 10.1136/tc.2010.037630] [Medline: 21606180]
45. Cesario J, Grant H, Higgins ET. Regulatory fit and persuasion: transfer from "Feeling Right.". J Pers Soc Psychol 2004 Mar;86(3):388-404. [doi: 10.1037/0022-3514.86.3.388] [Medline: 15008644]
46. Moffitt TE, Arseneault L, Belsky D, Dickson N, Hancox RJ, Harrington H, et al. A gradient of childhood self-control predicts health, wealth, and public safety. Proc Natl Acad Sci U S A 2011 Feb 15;108(7):2693-2698 [FREE Full text] [doi: 10.1073/pnas.1010076108] [Medline: 21262822]
47. Higgins ET. Making a good decision: value from fit. Am Psychol 2000 Nov;55(11):1217-1230. [Medline: 11280936]
48. Enwald HP, Huotari ML. Preventing the obesity epidemic by second generation tailored health communication: an interdisciplinary review. J Med Internet Res 2010;12(2):e24 [FREE Full text] [doi: 10.2196/jmir.1409] [Medline: 20584698]
49. Patrick K, Raab F, Adams MA, Dillon L, Zabinski M, Rock CL, et al. A text message-based intervention for weight loss: randomized controlled trial. J Med Internet Res 2009;11(1):e1 [FREE Full text] [doi: 10.2196/jmir.1100] [Medline: 19141433]
50. Enwald HP, Huotari ML. Preventing the obesity epidemic by second generation tailored health communication: an interdisciplinary review. J Med Internet Res 2010;12(2):e24 [FREE Full text] [doi: 10.2196/jmir.1409] [Medline: 20584698]
51. Duckworth AL, Seligman ME. Self-discipline outdoes IQ in predicting academic performance of adolescents. Psychol Sci 2005 Dec;16(12):939-944. [doi: 10.1111/j.1467-9280.2005.01641.x] [Medline: 16313657]
52. Hsee CK, Hastie R. Decision and experience: why don't we choose what makes us happy? Trends Cogn Sci 2006 Jan;10(1):31-37. [doi: 10.1016/j.tics.2005. 11.007] [Medline: 16318925]
53. Robinson MD, Clore GL. Belief and feeling: evidence for an accessibility model of emotional self-report. Psychol Bull 2002 Nov;128(6):934-960. [Medline: 12405138]
54. Fogg B, Nass C. Silicon sycophants: the effects of computers that flatter. International Journal of Human-Computer Studies 1997 May;46(5):551-561. [doi: 10.1006/ijhc.1996.0104]