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Published in: Journal of Medical Systems 7/2020

01-07-2020 | Obesity | Mobile & Wireless Health

Extensive Review of Persuasive System Design Categories and Principles: Behavioral Obesity Interventions

Authors: Scott Sittig, Aleise McGowan, Sriram Iyengar

Published in: Journal of Medical Systems | Issue 7/2020

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Abstract

In this extensive review of behavioral digital obesity interventions, we reviewed randomized control trials aimed at weight loss or maintaining weight loss and identifying persuasive categories and principles that drive these interventions. The following databases were searched for long-term obesity interventions: Medline, PsycINFO, Academic Search Complete, CINAHL and Scopus. The inclusion criteria included the following search terms: obesity, overweight, weight reduction, weight loss, obesity management, and diet control. Additional criteria included randomized control trial, ≥ 6 months intervention, ≥ 100 participants and must include persuasive technology. Forty-six publications were in the final review. Primary task support was the most frequently utilized persuasive system design (PSD) category and self-monitoring was the most utilized PSD principle. Behavioral obesity interventions that utilized PSD with a behavior change theory more frequently produced statistically significant weight loss findings. Persuasive technology and PSD in digital health play a significant role in the management and improvement of obesity especially when aligned with behavior change theories. Understanding which PSD categories and principles work best for behavioral obesity interventions is critical and future interventions might be more effective if they were based on these specific PSD categories and principles.
Literature
1.
go back to reference Kim D, Hou W, Wang F, Arcan C. Factors Affecting Obesity and Waist Circumference Among US Adults. Prev Chronic Dis [Internet] 2019 Jan 3 [cited 2020 Apr 27];16. PMID:30605422 Kim D, Hou W, Wang F, Arcan C. Factors Affecting Obesity and Waist Circumference Among US Adults. Prev Chronic Dis [Internet] 2019 Jan 3 [cited 2020 Apr 27];16. PMID:30605422
2.
go back to reference Butryn ML, Webb V, Wadden TA. Behavioral Treatment of Obesity. Psychiatr Clin North Am 2011 Dec;34(4):841–859. PMID:22098808 Butryn ML, Webb V, Wadden TA. Behavioral Treatment of Obesity. Psychiatr Clin North Am 2011 Dec;34(4):841–859. PMID:22098808
3.
go back to reference Stillman CM, Weinstein AM, Marsland AL, Gianaros PJ, Erickson KI. Body–Brain Connections: The Effects of Obesity and Behavioral Interventions on Neurocognitive Aging. Front Aging Neurosci [Internet] 2017 May 1 [cited 2019 Jul 12];9. PMID:28507516 Stillman CM, Weinstein AM, Marsland AL, Gianaros PJ, Erickson KI. Body–Brain Connections: The Effects of Obesity and Behavioral Interventions on Neurocognitive Aging. Front Aging Neurosci [Internet] 2017 May 1 [cited 2019 Jul 12];9. PMID:28507516
5.
go back to reference Bhardwaj NN, Wodajo B, Gochipathala K, Paul DP, Coustasse A. Can mHealth Revolutionize the Way We Manage Adult Obesity? Perspect Health Inf Manag [Internet] 2017 Apr 1 [cited 2019 Jul 12];14(Spring). PMID:28566984 Bhardwaj NN, Wodajo B, Gochipathala K, Paul DP, Coustasse A. Can mHealth Revolutionize the Way We Manage Adult Obesity? Perspect Health Inf Manag [Internet] 2017 Apr 1 [cited 2019 Jul 12];14(Spring). PMID:28566984
6.
go back to reference Wang J, Cai C, Padhye N, Orlander P, Zare M. A Behavioral Lifestyle Intervention Enhanced With Multiple-Behavior Self-Monitoring Using Mobile and Connected Tools for Underserved Individuals With Type 2 Diabetes and Comorbid Overweight or Obesity: Pilot Comparative Effectiveness Trial. JMIR mHealth and uHealth 2018;6(4):e92. [doi: https://doi.org/10.2196/mhealth.4478]CrossRefPubMedPubMedCentral Wang J, Cai C, Padhye N, Orlander P, Zare M. A Behavioral Lifestyle Intervention Enhanced With Multiple-Behavior Self-Monitoring Using Mobile and Connected Tools for Underserved Individuals With Type 2 Diabetes and Comorbid Overweight or Obesity: Pilot Comparative Effectiveness Trial. JMIR mHealth and uHealth 2018;6(4):e92. [doi: https://​doi.​org/​10.​2196/​mhealth.​4478]CrossRefPubMedPubMedCentral
12.
13.
go back to reference Park S-H, Hwang J, Choi Y-K. Effect of Mobile Health on Obese Adults: A Systematic Review and Meta-Analysis. Healthc Inform Res 2019 Jan;25(1):12–26. PMID:30788177 Park S-H, Hwang J, Choi Y-K. Effect of Mobile Health on Obese Adults: A Systematic Review and Meta-Analysis. Healthc Inform Res 2019 Jan;25(1):12–26. PMID:30788177
16.
go back to reference Orji R, Nacke LE, Di Marco C. Towards Personality-driven Persuasive Health Games and Gamified Systems. Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems [Internet] New York, NY, USA: ACM; 2017 [cited 2018 Nov 30]. p. 1015–1027. [doi: https://doi.org/10.1145/3025453.3025577] Orji R, Nacke LE, Di Marco C. Towards Personality-driven Persuasive Health Games and Gamified Systems. Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems [Internet] New York, NY, USA: ACM; 2017 [cited 2018 Nov 30]. p. 1015–1027. [doi: https://​doi.​org/​10.​1145/​3025453.​3025577]
17.
go back to reference Matthews J, Win KT, Oinas-Kukkonen H, Freeman M. Persuasive Technology in Mobile Applications Promoting Physical Activity: a Systematic Review. J Med Syst 2016 Mar;40(3):72. PMID:26748792 Matthews J, Win KT, Oinas-Kukkonen H, Freeman M. Persuasive Technology in Mobile Applications Promoting Physical Activity: a Systematic Review. J Med Syst 2016 Mar;40(3):72. PMID:26748792
19.
go back to reference Davis AM, Bennett KJ, Befort C, Nollen N. Obesity and related health behaviors among urban and rural children in the United States: data from the National Health And Nutrition Examination Survey 2003-2004 and 2005-2006. J Pediatr Psychol 2011 Jul;36(6):669–676. PMID:21227910 Davis AM, Bennett KJ, Befort C, Nollen N. Obesity and related health behaviors among urban and rural children in the United States: data from the National Health And Nutrition Examination Survey 2003-2004 and 2005-2006. J Pediatr Psychol 2011 Jul;36(6):669–676. PMID:21227910
20.
go back to reference Ogden CL, Carroll MD, Curtin LR, McDowell MA, Tabak CJ, Flegal KM. Prevalence of overweight and obesity in the United States, 1999-2004. JAMA 2006 Apr 5;295(13):1549–1555. PMID:16595758 Ogden CL, Carroll MD, Curtin LR, McDowell MA, Tabak CJ, Flegal KM. Prevalence of overweight and obesity in the United States, 1999-2004. JAMA 2006 Apr 5;295(13):1549–1555. PMID:16595758
21.
go back to reference Flegal KM, Kruszon-Moran D, Carroll MD, Fryar CD, Ogden CL. Trends in Obesity Among Adults in the United States, 2005 to 2014. JAMA 2016 Jun 7;315(21):2284–2291. PMID:27272580 Flegal KM, Kruszon-Moran D, Carroll MD, Fryar CD, Ogden CL. Trends in Obesity Among Adults in the United States, 2005 to 2014. JAMA 2016 Jun 7;315(21):2284–2291. PMID:27272580
23.
go back to reference Sahoo K, Sahoo B, Choudhury AK, Sofi NY, Kumar R, Bhadoria AS. Childhood obesity: causes and consequences. J Family Med Prim Care 2015;4(2):187–192. PMID:25949965 Sahoo K, Sahoo B, Choudhury AK, Sofi NY, Kumar R, Bhadoria AS. Childhood obesity: causes and consequences. J Family Med Prim Care 2015;4(2):187–192. PMID:25949965
24.
go back to reference Huang T, Qi Q, Zheng Y, Ley SH, Manson JE, Hu FB, Qi L. Genetic Predisposition to Central Obesity and Risk of Type 2 Diabetes: Two Independent Cohort Studies. Diabetes Care 2015 Jul;38(7):1306–1311. PMID:25852209 Huang T, Qi Q, Zheng Y, Ley SH, Manson JE, Hu FB, Qi L. Genetic Predisposition to Central Obesity and Risk of Type 2 Diabetes: Two Independent Cohort Studies. Diabetes Care 2015 Jul;38(7):1306–1311. PMID:25852209
26.
go back to reference Borner KB, Canter KS, Lee RH, Davis AM, Hampl S, Chuang I. Making the Business Case for Coverage of Family-Based Behavioral Group Interventions for Pediatric Obesity. J Pediatr Psychol 2016;41(8):867–878. PMID:26743573 Borner KB, Canter KS, Lee RH, Davis AM, Hampl S, Chuang I. Making the Business Case for Coverage of Family-Based Behavioral Group Interventions for Pediatric Obesity. J Pediatr Psychol 2016;41(8):867–878. PMID:26743573
27.
go back to reference Perri MG, Ariel-Donges AH, Shankar MN, Limacher MC, Daniels MJ, Janicke DM, Ross KM, Bobroff LB, Martin AD, Radcliff TA, Befort CA. Design of the Rural LEAP randomized trial: An evaluation of extended-care programs for weight management delivered via group or individual telephone counseling. Contemp Clin Trials 2018 Nov 6;76:55–63. PMID:30408606 Perri MG, Ariel-Donges AH, Shankar MN, Limacher MC, Daniels MJ, Janicke DM, Ross KM, Bobroff LB, Martin AD, Radcliff TA, Befort CA. Design of the Rural LEAP randomized trial: An evaluation of extended-care programs for weight management delivered via group or individual telephone counseling. Contemp Clin Trials 2018 Nov 6;76:55–63. PMID:30408606
28.
go back to reference Castelnuovo G, Pietrabissa G, Manzoni GM, Corti S, Ceccarini M, Borrello M, Giusti EM, Novelli M, Cattivelli R, Middleton NA, Simpson SG, Molinari E. Chronic care management of globesity: promoting healthier lifestyles in traditional and mHealth based settings. Front Psychol [Internet] 2015 Oct 15 [cited 2018 Nov 30];6. PMID:26528215 Castelnuovo G, Pietrabissa G, Manzoni GM, Corti S, Ceccarini M, Borrello M, Giusti EM, Novelli M, Cattivelli R, Middleton NA, Simpson SG, Molinari E. Chronic care management of globesity: promoting healthier lifestyles in traditional and mHealth based settings. Front Psychol [Internet] 2015 Oct 15 [cited 2018 Nov 30];6. PMID:26528215
29.
go back to reference Lentferink AJ, Oldenhuis HK, de Groot M, Polstra L, Velthuijsen H, van Gemert-Pijnen JE. Key Components in eHealth Interventions Combining Self-Tracking and Persuasive eCoaching to Promote a Healthier Lifestyle: A Scoping Review. J Med Internet Res 2017 01;19(8):e277. PMID:28765103 Lentferink AJ, Oldenhuis HK, de Groot M, Polstra L, Velthuijsen H, van Gemert-Pijnen JE. Key Components in eHealth Interventions Combining Self-Tracking and Persuasive eCoaching to Promote a Healthier Lifestyle: A Scoping Review. J Med Internet Res 2017 01;19(8):e277. PMID:28765103
30.
go back to reference Greaves C, Poltawski L, Garside R, Briscoe S. Understanding the challenge of weight loss maintenance: a systematic review and synthesis of qualitative research on weight loss maintenance. Health Psychology Review 2017 Apr 3;11(2):145–163. PMID:28281891 Greaves C, Poltawski L, Garside R, Briscoe S. Understanding the challenge of weight loss maintenance: a systematic review and synthesis of qualitative research on weight loss maintenance. Health Psychology Review 2017 Apr 3;11(2):145–163. PMID:28281891
31.
go back to reference Montesi L, El Ghoch M, Brodosi L, Calugi S, Marchesini G, Dalle Grave R. Long-term weight loss maintenance for obesity: a multidisciplinary approach. Diabetes Metab Syndr Obes 2016 Feb 26;9:37–46. PMID:27013897 Montesi L, El Ghoch M, Brodosi L, Calugi S, Marchesini G, Dalle Grave R. Long-term weight loss maintenance for obesity: a multidisciplinary approach. Diabetes Metab Syndr Obes 2016 Feb 26;9:37–46. PMID:27013897
32.
go back to reference Brady TJ, Murphy L, O’Colmain BJ, Beauchesne D, Daniels B, Greenberg M, House M, Chervin D. A meta-analysis of health status, health behaviors, and healthcare utilization outcomes of the Chronic Disease Self-Management Program. Prev Chronic Dis 2013;10:120112. PMID:23327828 Brady TJ, Murphy L, O’Colmain BJ, Beauchesne D, Daniels B, Greenberg M, House M, Chervin D. A meta-analysis of health status, health behaviors, and healthcare utilization outcomes of the Chronic Disease Self-Management Program. Prev Chronic Dis 2013;10:120112. PMID:23327828
33.
go back to reference Teixeira PJ, Marques MM. Health Behavior Change for Obesity Management. Obes Facts 2018 Feb;10(6):666–673. PMID:29237167 Teixeira PJ, Marques MM. Health Behavior Change for Obesity Management. Obes Facts 2018 Feb;10(6):666–673. PMID:29237167
34.
go back to reference Lv N, Azar KMJ, Rosas LG, Wulfovich S, Xiao L, Ma J. Behavioral lifestyle interventions for moderate and severe obesity: A systematic review. Prev Med 2017 Jul;100:180–193. PMID:28450123 Lv N, Azar KMJ, Rosas LG, Wulfovich S, Xiao L, Ma J. Behavioral lifestyle interventions for moderate and severe obesity: A systematic review. Prev Med 2017 Jul;100:180–193. PMID:28450123
36.
go back to reference Murray E, Burns J, See TS, Lai R, Nazareth I. Interactive Health Communication Applications for people with chronic disease. Cochrane Database Syst Rev 2005 Oct 19;(4):CD004274. PMID:16235356 Murray E, Burns J, See TS, Lai R, Nazareth I. Interactive Health Communication Applications for people with chronic disease. Cochrane Database Syst Rev 2005 Oct 19;(4):CD004274. PMID:16235356
37.
go back to reference Chatterjee S, Price A. Healthy Living with Persuasive Technologies: Framework, Issues, and Challenges. J Am Med Inform Assoc 2009;16(2):171–178. PMID:19074300 Chatterjee S, Price A. Healthy Living with Persuasive Technologies: Framework, Issues, and Challenges. J Am Med Inform Assoc 2009;16(2):171–178. PMID:19074300
39.
go back to reference Morrison LG, Yardley L, Powell J, Michie S. What design features are used in effective e-health interventions? A review using techniques from Critical Interpretive Synthesis. Telemed J E Health 2012 Mar;18(2):137–144. PMID:22381060 Morrison LG, Yardley L, Powell J, Michie S. What design features are used in effective e-health interventions? A review using techniques from Critical Interpretive Synthesis. Telemed J E Health 2012 Mar;18(2):137–144. PMID:22381060
41.
go back to reference Sidhu MS, Daley A, Jolly K. Evaluation of a text supported weight maintenance programme ‘Lighten Up Plus’ following a weight reduction programme: randomised controlled trial. Int J Behav Nutr Phys Act [Internet] 2016 Feb 12 [cited 2018 Nov 30];13. PMID:26867588 Sidhu MS, Daley A, Jolly K. Evaluation of a text supported weight maintenance programme ‘Lighten Up Plus’ following a weight reduction programme: randomised controlled trial. Int J Behav Nutr Phys Act [Internet] 2016 Feb 12 [cited 2018 Nov 30];13. PMID:26867588
42.
go back to reference Rothert K, Strecher VJ, Doyle LA, Caplan WM, Joyce JS, Jimison HB, Karm LM, Mims AD, Roth MA. Web-based weight management programs in an integrated health care setting: a randomized, controlled trial. Obesity (Silver Spring) 2006 Feb;14(2):266–272. PMID:16571852 Rothert K, Strecher VJ, Doyle LA, Caplan WM, Joyce JS, Jimison HB, Karm LM, Mims AD, Roth MA. Web-based weight management programs in an integrated health care setting: a randomized, controlled trial. Obesity (Silver Spring) 2006 Feb;14(2):266–272. PMID:16571852
43.
go back to reference Recio-Rodriguez JI, Gómez-Marcos MA, Agudo-Conde C, Ramirez I, Gonzalez-Viejo N, Gomez-Arranz A, Salcedo-Aguilar F, Rodriguez-Sanchez E, Alonso-Domínguez R, Sánchez-Aguadero N, Gonzalez-Sanchez J, Garcia-Ortiz L, EVIDENT 3 investigators. EVIDENT 3 Study: A randomized, controlled clinical trial to reduce inactivity and caloric intake in sedentary and overweight or obese people using a smartphone application: Study protocol. Medicine (Baltimore) 2018 Jan;97(2):e9633. PMID:29480874 Recio-Rodriguez JI, Gómez-Marcos MA, Agudo-Conde C, Ramirez I, Gonzalez-Viejo N, Gomez-Arranz A, Salcedo-Aguilar F, Rodriguez-Sanchez E, Alonso-Domínguez R, Sánchez-Aguadero N, Gonzalez-Sanchez J, Garcia-Ortiz L, EVIDENT 3 investigators. EVIDENT 3 Study: A randomized, controlled clinical trial to reduce inactivity and caloric intake in sedentary and overweight or obese people using a smartphone application: Study protocol. Medicine (Baltimore) 2018 Jan;97(2):e9633. PMID:29480874
44.
go back to reference Patrick K, Marshall SJ, Davila EP, Kolodziejczyk JK, Fowler JH, Calfas KJ, Huang JS, Rock CL, Griswold WG, Gupta A, Merchant G, Norman GJ, Raab F, Donohue MC, Fogg BJ, Robinson TN. Design and implementation of a randomized controlled social and mobile weight loss trial for young adults (project SMART). Contemp Clin Trials 2014 Jan;37(1):10–18. PMID:24215774 Patrick K, Marshall SJ, Davila EP, Kolodziejczyk JK, Fowler JH, Calfas KJ, Huang JS, Rock CL, Griswold WG, Gupta A, Merchant G, Norman GJ, Raab F, Donohue MC, Fogg BJ, Robinson TN. Design and implementation of a randomized controlled social and mobile weight loss trial for young adults (project SMART). Contemp Clin Trials 2014 Jan;37(1):10–18. PMID:24215774
45.
46.
go back to reference McConnon A, Kirk SFL, Ransley JK. Process evaluation of an internet-based resource for weight control: use and views of an obese sample. J Nutr Educ Behav 2009 Aug;41(4):261–267. PMID:19508931 McConnon A, Kirk SFL, Ransley JK. Process evaluation of an internet-based resource for weight control: use and views of an obese sample. J Nutr Educ Behav 2009 Aug;41(4):261–267. PMID:19508931
47.
go back to reference Harvey-Berino J, West D, Krukowski R, Prewitt E, VanBiervliet A, Ashikaga T, Skelly J. Internet delivered behavioral obesity treatment. Prev Med 2010 Aug;51(2):123–128. PMID:20478333 Harvey-Berino J, West D, Krukowski R, Prewitt E, VanBiervliet A, Ashikaga T, Skelly J. Internet delivered behavioral obesity treatment. Prev Med 2010 Aug;51(2):123–128. PMID:20478333
48.
go back to reference Funk KL, Stevens VJ, Bauck A, Brantley PJ, Hornbrook M, Jerome GJ, Myers VH, Appel L. Development and Implementation of a Tailored Self-assessment Tool in an Internet-based Weight Loss Maintenance Program. Clin Pract Epidemiol Ment Health 2011 Mar 4;7:67–73. PMID:21566735 Funk KL, Stevens VJ, Bauck A, Brantley PJ, Hornbrook M, Jerome GJ, Myers VH, Appel L. Development and Implementation of a Tailored Self-assessment Tool in an Internet-based Weight Loss Maintenance Program. Clin Pract Epidemiol Ment Health 2011 Mar 4;7:67–73. PMID:21566735
49.
go back to reference Ezendam NPM, Brug J, Oenema A. Evaluation of the Web-based computer-tailored FATaintPHAT intervention to promote energy balance among adolescents: results from a school cluster randomized trial. Arch Pediatr Adolesc Med 2012 Mar;166(3):248–255. PMID:22064878 Ezendam NPM, Brug J, Oenema A. Evaluation of the Web-based computer-tailored FATaintPHAT intervention to promote energy balance among adolescents: results from a school cluster randomized trial. Arch Pediatr Adolesc Med 2012 Mar;166(3):248–255. PMID:22064878
50.
go back to reference Delisle C, Sandin S, Forsum E, Henriksson H, Trolle-Lagerros Y, Larsson C, Maddison R, Ortega FB, Ruiz JR, Silfvernagel K, Timpka T, Löf M. A web- and mobile phone-based intervention to prevent obesity in 4-year-olds (MINISTOP): a population-based randomized controlled trial. BMC Public Health 2015 Feb 7;15:95. PMID:25886009 Delisle C, Sandin S, Forsum E, Henriksson H, Trolle-Lagerros Y, Larsson C, Maddison R, Ortega FB, Ruiz JR, Silfvernagel K, Timpka T, Löf M. A web- and mobile phone-based intervention to prevent obesity in 4-year-olds (MINISTOP): a population-based randomized controlled trial. BMC Public Health 2015 Feb 7;15:95. PMID:25886009
51.
go back to reference Collins CE, Morgan PJ, Jones P, Fletcher K, Martin J, Aguiar EJ, Lucas A, Neve M, McElduff P, Callister R. Evaluation of a commercial web-based weight loss and weight loss maintenance program in overweight and obese adults: a randomized controlled trial. BMC Public Health 2010 Nov 3;10:669. PMID:21047432 Collins CE, Morgan PJ, Jones P, Fletcher K, Martin J, Aguiar EJ, Lucas A, Neve M, McElduff P, Callister R. Evaluation of a commercial web-based weight loss and weight loss maintenance program in overweight and obese adults: a randomized controlled trial. BMC Public Health 2010 Nov 3;10:669. PMID:21047432
52.
go back to reference Teeriniemi A-M, Salonurmi T, Jokelainen T, Vähänikkilä H, Alahäivälä T, Karppinen P, Enwald H, Huotari M-L, Laitinen J, Oinas-Kukkonen H, Savolainen MJ. A randomized clinical trial of the effectiveness of a Web-based health behaviour change support system and group lifestyle counselling on body weight loss in overweight and obese subjects: 2-year outcomes. J Intern Med 2018 Nov;284(5):534–545. PMID:29974563 Teeriniemi A-M, Salonurmi T, Jokelainen T, Vähänikkilä H, Alahäivälä T, Karppinen P, Enwald H, Huotari M-L, Laitinen J, Oinas-Kukkonen H, Savolainen MJ. A randomized clinical trial of the effectiveness of a Web-based health behaviour change support system and group lifestyle counselling on body weight loss in overweight and obese subjects: 2-year outcomes. J Intern Med 2018 Nov;284(5):534–545. PMID:29974563
53.
go back to reference Yardley L, Ware LJ, Smith ER, Williams S, Bradbury KJ, Arden-Close EJ, Mullee MA, Moore MV, Peacock JL, Lean MEJ, Margetts BM, Byrne CD, Hobbs RFD, Little P. Randomised controlled feasibility trial of a web-based weight management intervention with nurse support for obese patients in primary care. Int J Behav Nutr Phys Act 2014 May 21;11:67. PMID:24886516 Yardley L, Ware LJ, Smith ER, Williams S, Bradbury KJ, Arden-Close EJ, Mullee MA, Moore MV, Peacock JL, Lean MEJ, Margetts BM, Byrne CD, Hobbs RFD, Little P. Randomised controlled feasibility trial of a web-based weight management intervention with nurse support for obese patients in primary care. Int J Behav Nutr Phys Act 2014 May 21;11:67. PMID:24886516
54.
go back to reference Beleigoli AM, Andrade AQ, Diniz M de FH, Alvares RS, Ferreira MH, Silva LA, Rodrigues MC, Jacomassi L, Cerqueira AG, Ribeiro AL. Using the Behaviour Change Wheel for Designing an Online Platform for Healthy Weight Loss - “POEmaS.” Stud Health Technol Inform 2018;254:1–10. PMID:30306951 Beleigoli AM, Andrade AQ, Diniz M de FH, Alvares RS, Ferreira MH, Silva LA, Rodrigues MC, Jacomassi L, Cerqueira AG, Ribeiro AL. Using the Behaviour Change Wheel for Designing an Online Platform for Healthy Weight Loss - “POEmaS.” Stud Health Technol Inform 2018;254:1–10. PMID:30306951
56.
go back to reference Olson R, Wipfli B, Thompson SV, Elliot DL, Anger WK, Bodner T, Hammer LB, Perrin NA. Weight Control Intervention for Truck Drivers: The SHIFT Randomized Controlled Trial, United States. Am J Public Health 2016 Sep;106(9):1698–1706. PMID:27463067 Olson R, Wipfli B, Thompson SV, Elliot DL, Anger WK, Bodner T, Hammer LB, Perrin NA. Weight Control Intervention for Truck Drivers: The SHIFT Randomized Controlled Trial, United States. Am J Public Health 2016 Sep;106(9):1698–1706. PMID:27463067
57.
go back to reference Hebden L, Balestracci K, McGeechan K, Denney-Wilson E, Harris M, Bauman A, Allman-Farinelli M. “TXT2BFiT” a mobile phone-based healthy lifestyle program for preventing unhealthy weight gain in young adults: study protocol for a randomized controlled trial. Trials 2013 Mar 18;14:75. PMID:23506013 Hebden L, Balestracci K, McGeechan K, Denney-Wilson E, Harris M, Bauman A, Allman-Farinelli M. “TXT2BFiT” a mobile phone-based healthy lifestyle program for preventing unhealthy weight gain in young adults: study protocol for a randomized controlled trial. Trials 2013 Mar 18;14:75. PMID:23506013
58.
go back to reference Haapala I, Barengo NC, Biggs S, Surakka L, Manninen P. Weight loss by mobile phone: a 1-year effectiveness study. Public Health Nutr 2009 Dec;12(12):2382–2391. PMID:19323865 Haapala I, Barengo NC, Biggs S, Surakka L, Manninen P. Weight loss by mobile phone: a 1-year effectiveness study. Public Health Nutr 2009 Dec;12(12):2382–2391. PMID:19323865
59.
go back to reference Burke LE, Styn MA, Sereika SM, Conroy MB, Ye L, Glanz K, Sevick MA, Ewing LJ. Using mHealth technology to enhance self-monitoring for weight loss: a randomized trial. Am J Prev Med 2012 Jul;43(1):20–26. PMID:22704741 Burke LE, Styn MA, Sereika SM, Conroy MB, Ye L, Glanz K, Sevick MA, Ewing LJ. Using mHealth technology to enhance self-monitoring for weight loss: a randomized trial. Am J Prev Med 2012 Jul;43(1):20–26. PMID:22704741
60.
go back to reference Anderson-Bill ES, Winett RA, Wojcik JR, Winett SG. Web-based guide to health: relationship of theoretical variables to change in physical activity, nutrition and weight at 16-months. J Med Internet Res 2011 Mar 4;13(1):e27. PMID:21447470 Anderson-Bill ES, Winett RA, Wojcik JR, Winett SG. Web-based guide to health: relationship of theoretical variables to change in physical activity, nutrition and weight at 16-months. J Med Internet Res 2011 Mar 4;13(1):e27. PMID:21447470
61.
go back to reference Ahola R, Pyky R, Jämsä T, Mäntysaari M, Koskimäki H, Ikäheimo TM, Huotari M-L, Röning J, Heikkinen HI, Korpelainen R. Gamified physical activation of young men--a Multidisciplinary Population-Based Randomized Controlled Trial (MOPO study). BMC Public Health 2013 Jan 14;13:32. PMID:23311678 Ahola R, Pyky R, Jämsä T, Mäntysaari M, Koskimäki H, Ikäheimo TM, Huotari M-L, Röning J, Heikkinen HI, Korpelainen R. Gamified physical activation of young men--a Multidisciplinary Population-Based Randomized Controlled Trial (MOPO study). BMC Public Health 2013 Jan 14;13:32. PMID:23311678
62.
go back to reference van Wier MF, Dekkers JC, Hendriksen IJM, Heymans MW, Ariëns GAM, Pronk NP, Smid T, van Mechelen W. Effectiveness of phone and e-mail lifestyle counseling for long term weight control among overweight employees. J Occup Environ Med 2011 Jun;53(6):680–686. PMID:21654441 van Wier MF, Dekkers JC, Hendriksen IJM, Heymans MW, Ariëns GAM, Pronk NP, Smid T, van Mechelen W. Effectiveness of phone and e-mail lifestyle counseling for long term weight control among overweight employees. J Occup Environ Med 2011 Jun;53(6):680–686. PMID:21654441
63.
go back to reference Wylie-Rosett J, Swencionis C, Ginsberg M, Cimino C, Wassertheil-Smoller S, Caban A, Segal-Isaacson CJ, Martin T, Lewis J. Computerized weight loss intervention optimizes staff time: the clinical and cost results of a controlled clinical trial conducted in a managed care setting. J Am Diet Assoc 2001 Oct;101(10):1155–1162; quiz 1163–1164. PMID:11678486 Wylie-Rosett J, Swencionis C, Ginsberg M, Cimino C, Wassertheil-Smoller S, Caban A, Segal-Isaacson CJ, Martin T, Lewis J. Computerized weight loss intervention optimizes staff time: the clinical and cost results of a controlled clinical trial conducted in a managed care setting. J Am Diet Assoc 2001 Oct;101(10):1155–1162; quiz 1163–1164. PMID:11678486
64.
go back to reference Thomas JG, Bond DS, Raynor HA, Papandonatos GD, Wing RR. Comparison of Smartphone-Based Behavioral Obesity Treatment With Gold Standard Group Treatment and Control: A Randomized Trial. Obesity (Silver Spring) 2019 Apr;27(4):572–580. PMID:30779333 Thomas JG, Bond DS, Raynor HA, Papandonatos GD, Wing RR. Comparison of Smartphone-Based Behavioral Obesity Treatment With Gold Standard Group Treatment and Control: A Randomized Trial. Obesity (Silver Spring) 2019 Apr;27(4):572–580. PMID:30779333
65.
go back to reference Nezami BT, Lytle LA, Tate DF. A randomized trial to reduce sugar-sweetened beverage and juice intake in preschool-aged children: description of the Smart Moms intervention trial. BMC Public Health 2016 19;16(1):837. PMID:27542357 Nezami BT, Lytle LA, Tate DF. A randomized trial to reduce sugar-sweetened beverage and juice intake in preschool-aged children: description of the Smart Moms intervention trial. BMC Public Health 2016 19;16(1):837. PMID:27542357
67.
go back to reference Lee RL-T, Leung C, Chen H, Louie LHT, Brown M, Chen J-L, Cheung G, Lee PH. The Impact of a School-Based Weight Management Program Involving Parents via mHealth for Overweight and Obese Children and Adolescents with Intellectual Disability: A Randomized Controlled Trial. Int J Environ Res Public Health 2017 05;14(10). PMID:28981460 Lee RL-T, Leung C, Chen H, Louie LHT, Brown M, Chen J-L, Cheung G, Lee PH. The Impact of a School-Based Weight Management Program Involving Parents via mHealth for Overweight and Obese Children and Adolescents with Intellectual Disability: A Randomized Controlled Trial. Int J Environ Res Public Health 2017 05;14(10). PMID:28981460
69.
go back to reference Hunter CM, Peterson AL, Alvarez LM, Poston WC, Brundige AR, Haddock CK, Van Brunt DL, Foreyt JP. Weight management using the internet a randomized controlled trial. Am J Prev Med 2008 Feb;34(2):119–126. PMID:18201641 Hunter CM, Peterson AL, Alvarez LM, Poston WC, Brundige AR, Haddock CK, Van Brunt DL, Foreyt JP. Weight management using the internet a randomized controlled trial. Am J Prev Med 2008 Feb;34(2):119–126. PMID:18201641
70.
go back to reference Block G, Azar KMJ, Romanelli RJ, Block TJ, Palaniappan LP, Dolginsky M, Block CH. Improving diet, activity and wellness in adults at risk of diabetes: randomized controlled trial. Nutr Diabetes 2016 Sep;6(9):e231. PMID:27643726 Block G, Azar KMJ, Romanelli RJ, Block TJ, Palaniappan LP, Dolginsky M, Block CH. Improving diet, activity and wellness in adults at risk of diabetes: randomized controlled trial. Nutr Diabetes 2016 Sep;6(9):e231. PMID:27643726
71.
go back to reference Svetkey LP, Stevens VJ, Brantley PJ, Appel LJ, Hollis JF, Loria CM, Vollmer WM, Gullion CM, Funk K, Smith P, Samuel-Hodge C, Myers V, Lien LF, Laferriere D, Kennedy B, Jerome GJ, Heinith F, Harsha DW, Evans P, Erlinger TP, Dalcin AT, Coughlin J, Charleston J, Champagne CM, Bauck A, Ard JD, Aicher K, Weight Loss Maintenance Collaborative Research Group. Comparison of strategies for sustaining weight loss: the weight loss maintenance randomized controlled trial. JAMA 2008 Mar 12;299(10):1139–1148. PMID:18334689 Svetkey LP, Stevens VJ, Brantley PJ, Appel LJ, Hollis JF, Loria CM, Vollmer WM, Gullion CM, Funk K, Smith P, Samuel-Hodge C, Myers V, Lien LF, Laferriere D, Kennedy B, Jerome GJ, Heinith F, Harsha DW, Evans P, Erlinger TP, Dalcin AT, Coughlin J, Charleston J, Champagne CM, Bauck A, Ard JD, Aicher K, Weight Loss Maintenance Collaborative Research Group. Comparison of strategies for sustaining weight loss: the weight loss maintenance randomized controlled trial. JAMA 2008 Mar 12;299(10):1139–1148. PMID:18334689
72.
go back to reference Werkman A, Hulshof PJM, Stafleu A, Kremers SPJ, Kok FJ, Schouten EG, Schuit AJ. Effect of an individually tailored one-year energy balance programme on body weight, body composition and lifestyle in recent retirees: a cluster randomised controlled trial. BMC Public Health 2010 Mar 5;10:110. PMID:20205704 Werkman A, Hulshof PJM, Stafleu A, Kremers SPJ, Kok FJ, Schouten EG, Schuit AJ. Effect of an individually tailored one-year energy balance programme on body weight, body composition and lifestyle in recent retirees: a cluster randomised controlled trial. BMC Public Health 2010 Mar 5;10:110. PMID:20205704
73.
go back to reference Sniehotta FF, Evans EH, Sainsbury K, Adamson A, Batterham A, Becker F, Brown H, Dombrowski SU, Jackson D, Howell D, Ladha K, McColl E, Olivier P, Rothman AJ, Steel A, Vale L, Vieira R, White M, Wright P, Araújo-Soares V. Behavioural intervention for weight loss maintenance versus standard weight advice in adults with obesity: A randomised controlled trial in the UK (NULevel Trial). PLOS Medicine 2019 May 7;16(5):e1002793. [doi: https://doi.org/10.1371/journal.pmed.1002793]CrossRefPubMedPubMedCentral Sniehotta FF, Evans EH, Sainsbury K, Adamson A, Batterham A, Becker F, Brown H, Dombrowski SU, Jackson D, Howell D, Ladha K, McColl E, Olivier P, Rothman AJ, Steel A, Vale L, Vieira R, White M, Wright P, Araújo-Soares V. Behavioural intervention for weight loss maintenance versus standard weight advice in adults with obesity: A randomised controlled trial in the UK (NULevel Trial). PLOS Medicine 2019 May 7;16(5):e1002793. [doi: https://​doi.​org/​10.​1371/​journal.​pmed.​1002793]CrossRefPubMedPubMedCentral
74.
go back to reference Shapiro JR, Koro T, Doran N, Thompson S, Sallis JF, Calfas K, Patrick K. Text4Diet: a randomized controlled study using text messaging for weight loss behaviors. Prev Med 2012 Nov;55(5):412–417. PMID:22944150 Shapiro JR, Koro T, Doran N, Thompson S, Sallis JF, Calfas K, Patrick K. Text4Diet: a randomized controlled study using text messaging for weight loss behaviors. Prev Med 2012 Nov;55(5):412–417. PMID:22944150
75.
go back to reference de Niet J, Timman R, Bauer S, van den Akker E, Buijks H, de Klerk C, Kordy H, Passchier J. The effect of a short message service maintenance treatment on body mass index and psychological well-being in overweight and obese children: a randomized controlled trial. Pediatr Obes 2012 Jun;7(3):205–219. PMID:22492669 de Niet J, Timman R, Bauer S, van den Akker E, Buijks H, de Klerk C, Kordy H, Passchier J. The effect of a short message service maintenance treatment on body mass index and psychological well-being in overweight and obese children: a randomized controlled trial. Pediatr Obes 2012 Jun;7(3):205–219. PMID:22492669
76.
go back to reference Melchart D, Doerfler W, Eustachi A, Wellenhofer-Li Y, Weidenhammer W. The talent study: a multicentre randomized controlled trial assessing the impact of a “tailored lifestyle self-management intervention” (talent) on weight reduction. BMC Obes 2015;2:38. PMID:26435840 Melchart D, Doerfler W, Eustachi A, Wellenhofer-Li Y, Weidenhammer W. The talent study: a multicentre randomized controlled trial assessing the impact of a “tailored lifestyle self-management intervention” (talent) on weight reduction. BMC Obes 2015;2:38. PMID:26435840
77.
go back to reference Matthews L, Pugmire J, Moore L, Kelson M, McConnachie A, McIntosh E, Morgan-Trimmer S, Murphy S, Hughes K, Coulman E, Utkina-Macaskill O, Simpson SA. Study protocol for the “HelpMeDoIt!” randomised controlled feasibility trial: an app, web and social support-based weight loss intervention for adults with obesity. BMJ Open 2017 Oct 25;7(10):e017159. PMID:29074513 Matthews L, Pugmire J, Moore L, Kelson M, McConnachie A, McIntosh E, Morgan-Trimmer S, Murphy S, Hughes K, Coulman E, Utkina-Macaskill O, Simpson SA. Study protocol for the “HelpMeDoIt!” randomised controlled feasibility trial: an app, web and social support-based weight loss intervention for adults with obesity. BMJ Open 2017 Oct 25;7(10):e017159. PMID:29074513
78.
go back to reference Oh B, Yi G-H, Han MK, Kim JS, Lee CH, Cho B, Kang HC. Importance of Active Participation in Obesity Management Through Mobile Health Care Programs: Substudy of a Randomized Controlled Trial. JMIR Mhealth Uhealth 2018 Jan 3;6(1):e2. PMID:29298749 Oh B, Yi G-H, Han MK, Kim JS, Lee CH, Cho B, Kang HC. Importance of Active Participation in Obesity Management Through Mobile Health Care Programs: Substudy of a Randomized Controlled Trial. JMIR Mhealth Uhealth 2018 Jan 3;6(1):e2. PMID:29298749
79.
go back to reference Alcántara-Aragón V, Rodrigo-Cano S, Lupianez-Barbero A, Martinez MJ, Martinez C, Tapia J, Iniesta JM, Tenes S, Urgell E, Navarro G, Hernando ME, Merino-Torres JF, de Leiva A, Gonzalez C. Web Support for Weight-Loss Interventions: PREDIRCAM2 Clinical Trial Baseline Characteristics and Preliminary Results. Diabetes Technology & Therapeutics 2018 Apr 5;20(5):380–385. [doi: https://doi.org/10.1089/dia.2017.0456]CrossRef Alcántara-Aragón V, Rodrigo-Cano S, Lupianez-Barbero A, Martinez MJ, Martinez C, Tapia J, Iniesta JM, Tenes S, Urgell E, Navarro G, Hernando ME, Merino-Torres JF, de Leiva A, Gonzalez C. Web Support for Weight-Loss Interventions: PREDIRCAM2 Clinical Trial Baseline Characteristics and Preliminary Results. Diabetes Technology & Therapeutics 2018 Apr 5;20(5):380–385. [doi: https://​doi.​org/​10.​1089/​dia.​2017.​0456]CrossRef
81.
go back to reference Stewart T, Han H, Allen HR, Bathalon CG, Ryan DH, Newton RL, Williamson DA. H.E.A.L.T.H.: Efficacy of an Internet/Population-Based Behavioral Weight Management Program for the U.S. Army. J Diabetes Sci Technol 2011 Jan 1;5(1):178–187. PMID:21303642 Stewart T, Han H, Allen HR, Bathalon CG, Ryan DH, Newton RL, Williamson DA. H.E.A.L.T.H.: Efficacy of an Internet/Population-Based Behavioral Weight Management Program for the U.S. Army. J Diabetes Sci Technol 2011 Jan 1;5(1):178–187. PMID:21303642
83.
go back to reference Timpel P, Cesena FHY, da Silva Costa C, Soldatelli MD, Gois E, Castrillon E, Díaz LJJ, Repetto GM, Hagos F, Castillo Yermenos RE, Pacheco-Barrios K, Musallam W, Braid Z, Khidir N, Romo Guardado M, Roepke RML. Efficacy of gamification-based smartphone application for weight loss in overweight and obese adolescents: study protocol for a phase II randomized controlled trial. Ther Adv Endocrinol Metab 2018 Jun;9(6):167–176. PMID:29854386 Timpel P, Cesena FHY, da Silva Costa C, Soldatelli MD, Gois E, Castrillon E, Díaz LJJ, Repetto GM, Hagos F, Castillo Yermenos RE, Pacheco-Barrios K, Musallam W, Braid Z, Khidir N, Romo Guardado M, Roepke RML. Efficacy of gamification-based smartphone application for weight loss in overweight and obese adolescents: study protocol for a phase II randomized controlled trial. Ther Adv Endocrinol Metab 2018 Jun;9(6):167–176. PMID:29854386
84.
go back to reference Kurtzman GW, Day SC, Small DS, Lynch M, Zhu J, Wang W, Rareshide CAL, Patel MS. Social Incentives and Gamification to Promote Weight Loss: The LOSE IT Randomized, Controlled Trial. J Gen Intern Med 2018 Oct;33(10):1669–1675. PMID:30003481 Kurtzman GW, Day SC, Small DS, Lynch M, Zhu J, Wang W, Rareshide CAL, Patel MS. Social Incentives and Gamification to Promote Weight Loss: The LOSE IT Randomized, Controlled Trial. J Gen Intern Med 2018 Oct;33(10):1669–1675. PMID:30003481
85.
go back to reference Turner-McGrievy G, Tate D. Tweets, Apps, and Pods: Results of the 6-month Mobile Pounds Off Digitally (Mobile POD) randomized weight-loss intervention among adults. J Med Internet Res 2011 Dec 20;13(4):e120. PMID:22186428 Turner-McGrievy G, Tate D. Tweets, Apps, and Pods: Results of the 6-month Mobile Pounds Off Digitally (Mobile POD) randomized weight-loss intervention among adults. J Med Internet Res 2011 Dec 20;13(4):e120. PMID:22186428
86.
go back to reference Enwald HPK, Huotari M-LA. Preventing the obesity epidemic by second generation tailored health communication: an interdisciplinary review. J Med Internet Res 2010 Jun 28;12(2):e24. PMID:20584698 Enwald HPK, Huotari M-LA. Preventing the obesity epidemic by second generation tailored health communication: an interdisciplinary review. J Med Internet Res 2010 Jun 28;12(2):e24. PMID:20584698
Metadata
Title
Extensive Review of Persuasive System Design Categories and Principles: Behavioral Obesity Interventions
Authors
Scott Sittig
Aleise McGowan
Sriram Iyengar
Publication date
01-07-2020
Publisher
Springer US
Keywords
Obesity
Obesity
Published in
Journal of Medical Systems / Issue 7/2020
Print ISSN: 0148-5598
Electronic ISSN: 1573-689X
DOI
https://doi.org/10.1007/s10916-020-01591-w

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