Skip to main content
Erschienen in: International Journal of Behavioral Medicine 1/2018

20.07.2017

Theoretical Perspectives of Adherence to Web-Based Interventions: a Scoping Review

verfasst von: Cathal Ryan, Michael Bergin, John SG Wells

Erschienen in: International Journal of Behavioral Medicine | Ausgabe 1/2018

Einloggen, um Zugang zu erhalten

Abstract

Purpose

The purpose of this paper is to review the literature as this relates to theoretical perspectives of adherence to web-based interventions, drawing upon empirical evidence from the fields of psychology, business, information technology and health care.

Methods

A scoping review of the literature utilising principles outlined by Arksey and O’Malley was undertaken.

Results

Several relevant theoretical perspectives have emerged, eight of which are charted and discussed in this review. These are the Internet Intervention Model, Persuasive Systems Design, the ‘PERMA’ framework, the Support Accountability Model, the Model of User Engagement, the Technology Acceptance Model, the Unified Theory of Acceptance and Use of IT and the Conceptual Model of User Engagement.

Conclusions

The findings of the review indicate that an interdisciplinary approach, incorporating a range of technological, environmental and individual factors, may be needed in order to comprehensively explain user adherence to web-based interventions.
Literatur
1.
Zurück zum Zitat Bewick BM, Trusler K, Barkham M, Hill AJ, Cahill J, Mulhern B. The effectiveness of web-based interventions designed to decrease alcohol consumption—a systematic review. Prev Med. 2008;47(1):17–26.CrossRefPubMed Bewick BM, Trusler K, Barkham M, Hill AJ, Cahill J, Mulhern B. The effectiveness of web-based interventions designed to decrease alcohol consumption—a systematic review. Prev Med. 2008;47(1):17–26.CrossRefPubMed
2.
Zurück zum Zitat Neve M, Morgan PJ, Jones P, Collins C. Effectiveness of web-based interventions in achieving weight loss and weight loss maintenance in overweight and obese adults: a systematic review with meta-analysis. Obes Rev. 2010;11(4):306–21.CrossRefPubMed Neve M, Morgan PJ, Jones P, Collins C. Effectiveness of web-based interventions in achieving weight loss and weight loss maintenance in overweight and obese adults: a systematic review with meta-analysis. Obes Rev. 2010;11(4):306–21.CrossRefPubMed
3.
Zurück zum Zitat Copeland J, Martin G. Web-based interventions for substance use disorders: a qualitative review. J Subst Abus Treat. 2004;26(2):109–16.CrossRef Copeland J, Martin G. Web-based interventions for substance use disorders: a qualitative review. J Subst Abus Treat. 2004;26(2):109–16.CrossRef
4.
Zurück zum Zitat Powell J, Hamborg T, Stallard N, Burls A, McSorley J, Bennett K, et al. Effectiveness of a web-based cognitive-behavioral tool to improve mental well-being in the general population: randomized controlled trial. J Med Internet Res. 2013;15(1):e2.CrossRefPubMedCentral Powell J, Hamborg T, Stallard N, Burls A, McSorley J, Bennett K, et al. Effectiveness of a web-based cognitive-behavioral tool to improve mental well-being in the general population: randomized controlled trial. J Med Internet Res. 2013;15(1):e2.CrossRefPubMedCentral
5.
Zurück zum Zitat Murray E, White IR, Varagunam M, Godfrey C, Khadjesari Z, McCambridge J. Attrition revisited: adherence and retention in a web-based alcohol trial. J Med Internet Res. 2013;15(8):83–93.CrossRef Murray E, White IR, Varagunam M, Godfrey C, Khadjesari Z, McCambridge J. Attrition revisited: adherence and retention in a web-based alcohol trial. J Med Internet Res. 2013;15(8):83–93.CrossRef
7.
Zurück zum Zitat Kelders SM, Kok RN, Ossebaard HC, Van Gemert-Pijnen JE. Persuasive system design does matter: a systematic review of adherence to web-based interventions. J Med Internet Res. 2012;14(6):e152.CrossRefPubMedPubMedCentral Kelders SM, Kok RN, Ossebaard HC, Van Gemert-Pijnen JE. Persuasive system design does matter: a systematic review of adherence to web-based interventions. J Med Internet Res. 2012;14(6):e152.CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Wangberg SC, Bergmo TS, Johnsen J. Adherence in internet-based interventions. Patient Prefer Adherence. 2008;2:57–65.PubMedPubMedCentral Wangberg SC, Bergmo TS, Johnsen J. Adherence in internet-based interventions. Patient Prefer Adherence. 2008;2:57–65.PubMedPubMedCentral
9.
Zurück zum Zitat Vandelanotte C, Müller AM, Short CE, Hingle M, Nathan N, Williams SL, et al. Past, present, and future of eHealth and mHealth research to improve physical activity and dietary behaviors. J Nutr Educ Behav. 2016;48(3):219–28. e1.CrossRefPubMed Vandelanotte C, Müller AM, Short CE, Hingle M, Nathan N, Williams SL, et al. Past, present, and future of eHealth and mHealth research to improve physical activity and dietary behaviors. J Nutr Educ Behav. 2016;48(3):219–28. e1.CrossRefPubMed
10.
Zurück zum Zitat Prestwich A, Sniehotta FF, Whittington C, Dombrowski SU, Rogers L, Michie S. Does theory influence the effectiveness of health behavior interventions? Meta-analysis. Am Psychol Assoc; 2014. Prestwich A, Sniehotta FF, Whittington C, Dombrowski SU, Rogers L, Michie S. Does theory influence the effectiveness of health behavior interventions? Meta-analysis. Am Psychol Assoc; 2014.
11.
Zurück zum Zitat Wantland DJ, Portillo CJ, Holzemer WL, Slaughter R, McGhee EM. The effectiveness of Web-based vs. non-Web-based interventions: a meta-analysis of behavioral change outcomes. J Med Internet Res. 2004;6(4):e40.CrossRefPubMedPubMedCentral Wantland DJ, Portillo CJ, Holzemer WL, Slaughter R, McGhee EM. The effectiveness of Web-based vs. non-Web-based interventions: a meta-analysis of behavioral change outcomes. J Med Internet Res. 2004;6(4):e40.CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Michie S, Johnston M, Francis J, Hardeman W, Eccles M. From theory to intervention: mapping theoretically derived behavioural determinants to behaviour change techniques. Appl Psychol. 2008;57(4):660–80.CrossRef Michie S, Johnston M, Francis J, Hardeman W, Eccles M. From theory to intervention: mapping theoretically derived behavioural determinants to behaviour change techniques. Appl Psychol. 2008;57(4):660–80.CrossRef
13.
Zurück zum Zitat Perski O, Blandford A, West R, Michie S. Conceptualising engagement with digital behaviour change interventions: a systematic review using principles from critical interpretive synthesis. Transl Behav Med. 2016:1–14. Perski O, Blandford A, West R, Michie S. Conceptualising engagement with digital behaviour change interventions: a systematic review using principles from critical interpretive synthesis. Transl Behav Med. 2016:1–14.
14.
Zurück zum Zitat Postel MG, de Haan HA, ter Huurne ED, van der Palen J, Becker ES, de Jong CAJ. Attrition in web-based treatment for problem drinkers. J Med Internet Res. 2011;13(4):e117-e.CrossRef Postel MG, de Haan HA, ter Huurne ED, van der Palen J, Becker ES, de Jong CAJ. Attrition in web-based treatment for problem drinkers. J Med Internet Res. 2011;13(4):e117-e.CrossRef
15.
Zurück zum Zitat Neil A, Batterham P, Christensen H, Bennett K, Griffiths K. Predictors of adherence by adolescents to a cognitive behavior therapy website in school and community-based settings. J Med Internet Res. 2009;11(1):e6.CrossRefPubMedPubMedCentral Neil A, Batterham P, Christensen H, Bennett K, Griffiths K. Predictors of adherence by adolescents to a cognitive behavior therapy website in school and community-based settings. J Med Internet Res. 2009;11(1):e6.CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Rothert K, Strecher VJ, Doyle LA, Caplan WM, Joyce JS, Jimison HB, et al. Web-based weight management programs in an integrated health care setting: a randomized, controlled trial. Obesity. 2006;14(2):266–72.CrossRefPubMed Rothert K, Strecher VJ, Doyle LA, Caplan WM, Joyce JS, Jimison HB, et al. Web-based weight management programs in an integrated health care setting: a randomized, controlled trial. Obesity. 2006;14(2):266–72.CrossRefPubMed
17.
Zurück zum Zitat Kelders SM, Van Gemert-Pijnen JE, Werkman A, Nijland N, Seydel ER. Effectiveness of a Web-based intervention aimed at healthy dietary and physical activity behavior: a randomized controlled trial about users and usage. J Med Internet Res. 2011;13(2):e32.CrossRefPubMedPubMedCentral Kelders SM, Van Gemert-Pijnen JE, Werkman A, Nijland N, Seydel ER. Effectiveness of a Web-based intervention aimed at healthy dietary and physical activity behavior: a randomized controlled trial about users and usage. J Med Internet Res. 2011;13(2):e32.CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Balmford J, Borland R, Benda P. Patterns of use of an automated interactive personalized coaching program for smoking cessation. J Med Internet Res. 2008;10(5):e54.CrossRefPubMedPubMedCentral Balmford J, Borland R, Benda P. Patterns of use of an automated interactive personalized coaching program for smoking cessation. J Med Internet Res. 2008;10(5):e54.CrossRefPubMedPubMedCentral
19.
Zurück zum Zitat Schubart JR, Stuckey HL, Ganeshamoorthy A, Sciamanna CN. Chronic health conditions and internet behavioral interventions: a review of factors to enhance user engagement. CIN: Comput Inform Nurs. 2011;29(2):81–92.PubMed Schubart JR, Stuckey HL, Ganeshamoorthy A, Sciamanna CN. Chronic health conditions and internet behavioral interventions: a review of factors to enhance user engagement. CIN: Comput Inform Nurs. 2011;29(2):81–92.PubMed
20.
Zurück zum Zitat Brouwer W, Kroeze W, Crutzen R, de Nooijer J, de Vries NK, Brug J, et al. Which intervention characteristics are related to more exposure to internet-delivered healthy lifestyle promotion interventions? A systematic review. J Med Internet Res. 2011;13(1):e2.CrossRefPubMedPubMedCentral Brouwer W, Kroeze W, Crutzen R, de Nooijer J, de Vries NK, Brug J, et al. Which intervention characteristics are related to more exposure to internet-delivered healthy lifestyle promotion interventions? A systematic review. J Med Internet Res. 2011;13(1):e2.CrossRefPubMedPubMedCentral
21.
Zurück zum Zitat Beatty L, Binnion C. A systematic review of predictors of, and reasons for, adherence to online psychological interventions. Int J Behav Med. 2016;23(6):776–94.CrossRefPubMed Beatty L, Binnion C. A systematic review of predictors of, and reasons for, adherence to online psychological interventions. Int J Behav Med. 2016;23(6):776–94.CrossRefPubMed
22.
Zurück zum Zitat Rogers Everett M. Diffusion of innovations. New York. 1995;12. Rogers Everett M. Diffusion of innovations. New York. 1995;12.
23.
Zurück zum Zitat Christensen H, Griffiths KM, Farrer L. Adherence in internet interventions for anxiety and depression: systematic review. J Med Internet Res. 2009;11(2):e13.CrossRefPubMedPubMedCentral Christensen H, Griffiths KM, Farrer L. Adherence in internet interventions for anxiety and depression: systematic review. J Med Internet Res. 2009;11(2):e13.CrossRefPubMedPubMedCentral
25.
Zurück zum Zitat Cavanagh K. Turn on, tune in and [don’t] drop out: engagement, adherence, attrition, and alliance with internet-based interventions. In: Bennett-Levy J, Richards DA, Farrand P, Christensen H, Griffiths KM, Kavanaugh DJ, et al., editors. Oxford guide to low intensity CBT interventions. Oxford guides in cognitive behavioural therapy. New York: Oxford University Press; 2010. p. 227–33. Cavanagh K. Turn on, tune in and [don’t] drop out: engagement, adherence, attrition, and alliance with internet-based interventions. In: Bennett-Levy J, Richards DA, Farrand P, Christensen H, Griffiths KM, Kavanaugh DJ, et al., editors. Oxford guide to low intensity CBT interventions. Oxford guides in cognitive behavioural therapy. New York: Oxford University Press; 2010. p. 227–33.
27.
Zurück zum Zitat Arksey H, O’Malley L. Scoping studies: towards a methodological framework. Int J Soc Res Methodol. 2005;8(1):19–32.CrossRef Arksey H, O’Malley L. Scoping studies: towards a methodological framework. Int J Soc Res Methodol. 2005;8(1):19–32.CrossRef
28.
Zurück zum Zitat Maxwell JA. Qualitative research design: an interactive approach. Thousand Oaks: Sage publications; 2012. Maxwell JA. Qualitative research design: an interactive approach. Thousand Oaks: Sage publications; 2012.
29.
Zurück zum Zitat Ritterband LM, Thorndike FP, Cox DJ, Kovatchev BP, Gonder-Frederick LA. A behavior change model for internet interventions. Ann Behav Med. 2009;38(1):18–27.CrossRefPubMedPubMedCentral Ritterband LM, Thorndike FP, Cox DJ, Kovatchev BP, Gonder-Frederick LA. A behavior change model for internet interventions. Ann Behav Med. 2009;38(1):18–27.CrossRefPubMedPubMedCentral
30.
Zurück zum Zitat Oinas-Kukkonen H, Harjumaa M. Persuasive systems design: key issues, process model, and system features. Commun Assoc Inf Syst. 2009;24(1):28. Oinas-Kukkonen H, Harjumaa M. Persuasive systems design: key issues, process model, and system features. Commun Assoc Inf Syst. 2009;24(1):28.
31.
Zurück zum Zitat Ludden GDS, van Rompay TJL, Kelders SM, van Gemert-Pijnen JEWC. How to increase reach and adherence of web-based interventions: a design research viewpoint. J Med Internet Res. 2015;17(7):e172-e.CrossRef Ludden GDS, van Rompay TJL, Kelders SM, van Gemert-Pijnen JEWC. How to increase reach and adherence of web-based interventions: a design research viewpoint. J Med Internet Res. 2015;17(7):e172-e.CrossRef
32.
Zurück zum Zitat Short CE, Rebar AL, Plotnikoff RC, Vandelanotte C. Designing engaging online behaviour change interventions: a proposed model of user engagement. Eur Health Psychol. 2015;17(1):32–8. Short CE, Rebar AL, Plotnikoff RC, Vandelanotte C. Designing engaging online behaviour change interventions: a proposed model of user engagement. Eur Health Psychol. 2015;17(1):32–8.
33.
Zurück zum Zitat Petty RE, Cacioppo JT. The elaboration likelihood model of persuasion. Communication and persuasion: Springer; 1986. p. 1–24. Petty RE, Cacioppo JT. The elaboration likelihood model of persuasion. Communication and persuasion: Springer; 1986. p. 1–24.
34.
Zurück zum Zitat Beatty L, Binnion C. A systematic review of predictors of, and reasons for, adherence to online psychological interventions. Int J behav Med. 2016;23(6):776–94.CrossRefPubMed Beatty L, Binnion C. A systematic review of predictors of, and reasons for, adherence to online psychological interventions. Int J behav Med. 2016;23(6):776–94.CrossRefPubMed
35.
Zurück zum Zitat O’Brien HL, Toms EG. What is user engagement? A conceptual framework for defining user engagement with technology. J Am Soc Inf Sci Technol. 2008;59(6):938–55.CrossRef O’Brien HL, Toms EG. What is user engagement? A conceptual framework for defining user engagement with technology. J Am Soc Inf Sci Technol. 2008;59(6):938–55.CrossRef
36.
Zurück zum Zitat Crutzen R, Cyr D, de Vries NK. Bringing loyalty to E-health: theory validation using three internet-delivered interventions. J Med Internet Res. 2011;13(3):107–17.CrossRef Crutzen R, Cyr D, de Vries NK. Bringing loyalty to E-health: theory validation using three internet-delivered interventions. J Med Internet Res. 2011;13(3):107–17.CrossRef
37.
Zurück zum Zitat Mohr D, Cuijpers P, Lehman K. Supportive accountability: a model for providing human support to enhance adherence to eHealth interventions. J Med Internet Res. 2011;13(1):e30.CrossRefPubMedPubMedCentral Mohr D, Cuijpers P, Lehman K. Supportive accountability: a model for providing human support to enhance adherence to eHealth interventions. J Med Internet Res. 2011;13(1):e30.CrossRefPubMedPubMedCentral
38.
Zurück zum Zitat Davis FD Jr. A technology acceptance model for empirically testing new end-user information systems: theory and results. Cambridge: Massachusetts Institute of Technology; 1986. Davis FD Jr. A technology acceptance model for empirically testing new end-user information systems: theory and results. Cambridge: Massachusetts Institute of Technology; 1986.
39.
Zurück zum Zitat Dennison L, Morrison L, Lloyd S, Phillips D, Stuart B, Williams S, et al. Does brief telephone support improve engagement with a web-based weight management intervention? Randomized controlled trial. J Med Internet Res. 2014;16(3):e95.CrossRefPubMedPubMedCentral Dennison L, Morrison L, Lloyd S, Phillips D, Stuart B, Williams S, et al. Does brief telephone support improve engagement with a web-based weight management intervention? Randomized controlled trial. J Med Internet Res. 2014;16(3):e95.CrossRefPubMedPubMedCentral
40.
Zurück zum Zitat Venkatesh V, Morris MG, Davis GB, Davis FD. User acceptance of information technology: toward a unified view. MIS Q. 2003:425–78. Venkatesh V, Morris MG, Davis GB, Davis FD. User acceptance of information technology: toward a unified view. MIS Q. 2003:425–78.
41.
Zurück zum Zitat Sun H, Zhang P. Causal relationships between perceived enjoyment and perceived ease of use: an alternative approach. J Assoc Inf Syst. 2006;7(9):24. Sun H, Zhang P. Causal relationships between perceived enjoyment and perceived ease of use: an alternative approach. J Assoc Inf Syst. 2006;7(9):24.
42.
Zurück zum Zitat Attuquayefio S, Addo H. Review of studies with UTAUT as conceptual framework. Eur Sci J, ESJ. 2014;10(8). Attuquayefio S, Addo H. Review of studies with UTAUT as conceptual framework. Eur Sci J, ESJ. 2014;10(8).
43.
Zurück zum Zitat Taiwo AA, DOWNE AG. The theory of user acceptance and use of technology (UTAUT): a meta-analytic review of empirical findings. J Theor Appl Inf Technol. 2013;49(1). Taiwo AA, DOWNE AG. The theory of user acceptance and use of technology (UTAUT): a meta-analytic review of empirical findings. J Theor Appl Inf Technol. 2013;49(1).
44.
Zurück zum Zitat Khechine H, Lakhal S, Ndjambou P. A meta-analysis of the UTAUT model: eleven years later. Can J Adm Sci/Rev Can Sci Adm. 2016;33(2):138–52.CrossRef Khechine H, Lakhal S, Ndjambou P. A meta-analysis of the UTAUT model: eleven years later. Can J Adm Sci/Rev Can Sci Adm. 2016;33(2):138–52.CrossRef
45.
Zurück zum Zitat Farrer LM, Griffiths KM, Christensen H, Mackinnon AJ, Batterham PJ. Predictors of adherence and outcome in internet-based cognitive behavior therapy delivered in a telephone counseling setting. Cogn Ther Res. 2014;38(3):358–67.CrossRef Farrer LM, Griffiths KM, Christensen H, Mackinnon AJ, Batterham PJ. Predictors of adherence and outcome in internet-based cognitive behavior therapy delivered in a telephone counseling setting. Cogn Ther Res. 2014;38(3):358–67.CrossRef
46.
47.
Zurück zum Zitat Fogg BJ. Persuasive technology: using computers to change what we think and do. Ubiquity. 2002;2002:5.CrossRef Fogg BJ. Persuasive technology: using computers to change what we think and do. Ubiquity. 2002;2002:5.CrossRef
48.
Zurück zum Zitat Fogg BJ, editor A behavior model for persuasive design. Proceedings of the 4th international Conference on Persuasive Technology; 2009: ACM. Fogg BJ, editor A behavior model for persuasive design. Proceedings of the 4th international Conference on Persuasive Technology; 2009: ACM.
49.
Zurück zum Zitat Wildeboer G, Kelders SM, van Gemert-Pijnen JEWC. The relationship between persuasive technology principles, adherence and effect of web-based interventions for mental health: a meta-analysis. Int J Med Inform. 2016;96:71–85.CrossRefPubMed Wildeboer G, Kelders SM, van Gemert-Pijnen JEWC. The relationship between persuasive technology principles, adherence and effect of web-based interventions for mental health: a meta-analysis. Int J Med Inform. 2016;96:71–85.CrossRefPubMed
50.
Zurück zum Zitat Wildeboer L. Does the number of persuasive technology principles used in web-based interventions concerning mental health affect the effectiveness: a meta-analysis: University of Twente; 2015. Wildeboer L. Does the number of persuasive technology principles used in web-based interventions concerning mental health affect the effectiveness: a meta-analysis: University of Twente; 2015.
51.
Zurück zum Zitat Pohlmeyer A. Design for happiness. Interfaces. 2012;92(8–11). Pohlmeyer A. Design for happiness. Interfaces. 2012;92(8–11).
52.
Zurück zum Zitat Seligman ME. Flourish: a visionary new understanding of happiness and well-being. Policy. 2011;27(3):60–1. Seligman ME. Flourish: a visionary new understanding of happiness and well-being. Policy. 2011;27(3):60–1.
53.
Zurück zum Zitat Titov N, Dear BF, Johnston L, Lorian C, Zou J, Wootton B, et al. Improving adherence and clinical outcomes in self- guided internet treatment for anxiety and depression: randomised controlled trial. PLoS ONE. 2013;8(7). Titov N, Dear BF, Johnston L, Lorian C, Zou J, Wootton B, et al. Improving adherence and clinical outcomes in self- guided internet treatment for anxiety and depression: randomised controlled trial. PLoS ONE. 2013;8(7).
54.
Zurück zum Zitat Furmark T, Carlbring P, Hedman E, Sonnenstein A, Clevberger P, Bohman B, et al. Guided and unguided self-help for social anxiety disorder: randomised controlled trial. Br J Psychiatry. 2009;195(5):440–7.CrossRefPubMed Furmark T, Carlbring P, Hedman E, Sonnenstein A, Clevberger P, Bohman B, et al. Guided and unguided self-help for social anxiety disorder: randomised controlled trial. Br J Psychiatry. 2009;195(5):440–7.CrossRefPubMed
55.
Zurück zum Zitat Alfonsson S, Olsson E, Linderman S, Winnerhed S, Hursti T. Is online treatment adherence affected by presentation and therapist support? A randomized controlled trial. Comput Hum Behav. 2016;60:550–8.CrossRef Alfonsson S, Olsson E, Linderman S, Winnerhed S, Hursti T. Is online treatment adherence affected by presentation and therapist support? A randomized controlled trial. Comput Hum Behav. 2016;60:550–8.CrossRef
56.
Zurück zum Zitat Mohr DC, Duffecy J, Ho J, Kwasny M, Cai X, Burns MN, et al. A randomized controlled trial evaluating a manualized telecoaching protocol for improving adherence to a web-based intervention for the treatment of depression. PLoS One. 2013;8(8):1–9.CrossRef Mohr DC, Duffecy J, Ho J, Kwasny M, Cai X, Burns MN, et al. A randomized controlled trial evaluating a manualized telecoaching protocol for improving adherence to a web-based intervention for the treatment of depression. PLoS One. 2013;8(8):1–9.CrossRef
57.
Zurück zum Zitat Duffecy J, Sanford S, Wagner L, Begale M, Nawacki E, Mohr DC. Project onward: an innovative e-health intervention for cancer survivors. Psycho-Oncology. 2013;22(4):947–51.CrossRefPubMed Duffecy J, Sanford S, Wagner L, Begale M, Nawacki E, Mohr DC. Project onward: an innovative e-health intervention for cancer survivors. Psycho-Oncology. 2013;22(4):947–51.CrossRefPubMed
58.
Zurück zum Zitat Pilutti L, Dlugonski D, Sandroff B, Klaren R, Motl R. Randomized controlled trial of a behavioral intervention targeting symptoms and physical activity in multiple sclerosis. Mult Scler J. 2014;20(5):594–601.CrossRef Pilutti L, Dlugonski D, Sandroff B, Klaren R, Motl R. Randomized controlled trial of a behavioral intervention targeting symptoms and physical activity in multiple sclerosis. Mult Scler J. 2014;20(5):594–601.CrossRef
59.
Zurück zum Zitat Schueller SM, Mohr DC, editors. Initial field trial of a coach-supported web-based depression treatment. Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare; 2015: ICST [Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering]. Schueller SM, Mohr DC, editors. Initial field trial of a coach-supported web-based depression treatment. Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare; 2015: ICST [Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering].
60.
Zurück zum Zitat Zarski A-C, Lehr D, Berking M, Riper H, Cuijpers P, Ebert DD. Adherence to internet-based mobile-supported stress management: a pooled analysis of individual participant data from three randomized controlled trials. J Med Internet Res. 2016;18(6). Zarski A-C, Lehr D, Berking M, Riper H, Cuijpers P, Ebert DD. Adherence to internet-based mobile-supported stress management: a pooled analysis of individual participant data from three randomized controlled trials. J Med Internet Res. 2016;18(6).
61.
Zurück zum Zitat Fishbein M, Ajzen I. Belief, attitude, intention, and behavior: an introduction to theory and research. Reading: Addison-Wesley; 1975. Fishbein M, Ajzen I. Belief, attitude, intention, and behavior: an introduction to theory and research. Reading: Addison-Wesley; 1975.
62.
Zurück zum Zitat Venkatesh V, Davis FD. A theoretical extension of the technology acceptance model: four longitudinal field studies. Manag Sci. 2000;46(2):186–204.CrossRef Venkatesh V, Davis FD. A theoretical extension of the technology acceptance model: four longitudinal field studies. Manag Sci. 2000;46(2):186–204.CrossRef
63.
Zurück zum Zitat King WR, He J. A meta-analysis of the technology acceptance model. Inf Manag. 2006;43(6):740–55.CrossRef King WR, He J. A meta-analysis of the technology acceptance model. Inf Manag. 2006;43(6):740–55.CrossRef
64.
Zurück zum Zitat Yarbrough AK, Smith TB. Technology acceptance among physicians: a new take on TAM. Med Care Res Rev. 2007;64(6):650–72.CrossRefPubMed Yarbrough AK, Smith TB. Technology acceptance among physicians: a new take on TAM. Med Care Res Rev. 2007;64(6):650–72.CrossRefPubMed
65.
Zurück zum Zitat Holden RJ, Karsh B-T. The technology acceptance model: its past and its future in health care. J Biomed Inform. 2010;43(1):159–72.CrossRefPubMed Holden RJ, Karsh B-T. The technology acceptance model: its past and its future in health care. J Biomed Inform. 2010;43(1):159–72.CrossRefPubMed
66.
Zurück zum Zitat Ma Q, Liu L. The technology acceptance model: a meta-analysis of empirical findings. J Organ End User Comput [JOEUC]. 2004;16(1):59–72.CrossRef Ma Q, Liu L. The technology acceptance model: a meta-analysis of empirical findings. J Organ End User Comput [JOEUC]. 2004;16(1):59–72.CrossRef
67.
Zurück zum Zitat Yousafzai SY, Foxall GR, Pallister JG. Technology acceptance: a meta-analysis of the TAM: part 1. J Model Manag. 2007;2(3):251–80.CrossRef Yousafzai SY, Foxall GR, Pallister JG. Technology acceptance: a meta-analysis of the TAM: part 1. J Model Manag. 2007;2(3):251–80.CrossRef
68.
Zurück zum Zitat Murugesh-Warren A, Dubb S, Sudbury D, Nnajiuba U, Abdel-Gadir S, Caris J. An extension of the UTAUT 2 with a focus of age in healthcare: what do different ages want? Int J Integrat Care [IJIC]. 2015;15:1–3. Murugesh-Warren A, Dubb S, Sudbury D, Nnajiuba U, Abdel-Gadir S, Caris J. An extension of the UTAUT 2 with a focus of age in healthcare: what do different ages want? Int J Integrat Care [IJIC]. 2015;15:1–3.
69.
Zurück zum Zitat Csikszentmihalyi M. Flow and the psychology of discovery and invention. Harper Collins: New York; 1996. Csikszentmihalyi M. Flow and the psychology of discovery and invention. Harper Collins: New York; 1996.
70.
Zurück zum Zitat Beardsley MC. Some persistent issues in aesthetics. The aesthetic point of view: selected essays 1982:285–7. Beardsley MC. Some persistent issues in aesthetics. The aesthetic point of view: selected essays 1982:285–7.
71.
Zurück zum Zitat Stephenson W. The play theory of mass communication. New Brunswick: Transaction Publishers; 1964. Stephenson W. The play theory of mass communication. New Brunswick: Transaction Publishers; 1964.
72.
Zurück zum Zitat Toms EG. Information interaction: providing a framework for information architecture. J Assoc Inf Sci Technol. 2002;53(10):855–62.CrossRef Toms EG. Information interaction: providing a framework for information architecture. J Assoc Inf Sci Technol. 2002;53(10):855–62.CrossRef
73.
Zurück zum Zitat O’Brien H. Theoretical perspectives on user engagement. In: O’Brien H, Cairns P, editors. Why engagement matters: cross-disciplinary perspectives and innovations on user engagement with digital media. New York: Springer Publishing Company, Incorporated; 2016. p. 1–26. O’Brien H. Theoretical perspectives on user engagement. In: O’Brien H, Cairns P, editors. Why engagement matters: cross-disciplinary perspectives and innovations on user engagement with digital media. New York: Springer Publishing Company, Incorporated; 2016. p. 1–26.
74.
Zurück zum Zitat Short CE, Vandelanotte C, Dixon MW, Rosenkranz R, Caperchione C, Hooker C, et al. Examining participant engagement in an information technology-based physical activity and nutrition intervention for men: the manup randomized controlled trial. JMIR Res protoc. 2014;3(1):e2.CrossRefPubMedPubMedCentral Short CE, Vandelanotte C, Dixon MW, Rosenkranz R, Caperchione C, Hooker C, et al. Examining participant engagement in an information technology-based physical activity and nutrition intervention for men: the manup randomized controlled trial. JMIR Res protoc. 2014;3(1):e2.CrossRefPubMedPubMedCentral
75.
Zurück zum Zitat O’Brien HL, Toms EG. Examining the generalizability of the User Engagement Scale (UES) in exploratory search. Inf Process Manag. 2013;49(5):1092–107.CrossRef O’Brien HL, Toms EG. Examining the generalizability of the User Engagement Scale (UES) in exploratory search. Inf Process Manag. 2013;49(5):1092–107.CrossRef
76.
Zurück zum Zitat O’Brien H, Cairns P. Why engagement matters: cross-disciplinary perspectives and innovations on user engagement with digital media. New York: Springer Publishing Company, Incorporated; 2016. O’Brien H, Cairns P. Why engagement matters: cross-disciplinary perspectives and innovations on user engagement with digital media. New York: Springer Publishing Company, Incorporated; 2016.
77.
Zurück zum Zitat Wiebe EN, Lamb A, Hardy M, Sharek D. Measuring engagement in video game-based environments: investigation of the user engagement scale. Comput Hum Behav. 2014;32:123–32.CrossRef Wiebe EN, Lamb A, Hardy M, Sharek D. Measuring engagement in video game-based environments: investigation of the user engagement scale. Comput Hum Behav. 2014;32:123–32.CrossRef
78.
Zurück zum Zitat van Gemert-Pijnen JE, Nijland N, van Limburg M, Ossebaard HC, Kelders SM, Eysenbach G, et al. A holistic framework to improve the uptake and impact of eHealth technologies. J Med Internet Res. 2011;13(4):e111.CrossRefPubMedPubMedCentral van Gemert-Pijnen JE, Nijland N, van Limburg M, Ossebaard HC, Kelders SM, Eysenbach G, et al. A holistic framework to improve the uptake and impact of eHealth technologies. J Med Internet Res. 2011;13(4):e111.CrossRefPubMedPubMedCentral
79.
Zurück zum Zitat Stegemann SK, Weg R, Ebenfeld L, Thiart H, Berking M, Funk B. Towards measuring user engagement in internet interventions for common mental disorders. In: Proceedings of the HCI 2012, the 26th BCS Conference on Human Computer Interaction, Birmingham, 12–14 September 2012. p. 1–4. Available from http://ewic.bcs.org/. Accessed 12 Dec 2016. Stegemann SK, Weg R, Ebenfeld L, Thiart H, Berking M, Funk B. Towards measuring user engagement in internet interventions for common mental disorders. In: Proceedings of the HCI 2012, the 26th BCS Conference on Human Computer Interaction, Birmingham, 12–14 September 2012. p. 1–4. Available from http://​ewic.​bcs.​org/​. Accessed 12 Dec 2016.
80.
Zurück zum Zitat Guertler D, Vandelanotte C, Kirwan M, Duncan MJ. Engagement and nonusage attrition with a free physical activity promotion program: the case of 10,000 steps Australia. J Med Internet Res. 2015;17(7):e176-e.CrossRef Guertler D, Vandelanotte C, Kirwan M, Duncan MJ. Engagement and nonusage attrition with a free physical activity promotion program: the case of 10,000 steps Australia. J Med Internet Res. 2015;17(7):e176-e.CrossRef
81.
Zurück zum Zitat Donkin L, Glozier N. Motivators and motivations to persist with online psychological interventions: a qualitative study of treatment completers. J Med Internet Res. 2012;14(3):284–95.CrossRef Donkin L, Glozier N. Motivators and motivations to persist with online psychological interventions: a qualitative study of treatment completers. J Med Internet Res. 2012;14(3):284–95.CrossRef
82.
Zurück zum Zitat Donkin L, Hickie IB, Christensen H, Naismith SL, Neal B, Cockayne NL, et al. Rethinking the dose-response relationship between usage and outcome in an online intervention for depression: randomized controlled trial. J Med Internet Res. 2013;15(10):e231.CrossRefPubMedPubMedCentral Donkin L, Hickie IB, Christensen H, Naismith SL, Neal B, Cockayne NL, et al. Rethinking the dose-response relationship between usage and outcome in an online intervention for depression: randomized controlled trial. J Med Internet Res. 2013;15(10):e231.CrossRefPubMedPubMedCentral
83.
Zurück zum Zitat Alfonsson, S. Treatment adherence in internet-based CBT. The effects of presentation, support and motivation. PhD [dissertation]. Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Medicine. Uppsala: Acta Universitatis Upsaliensis; 2016. Available from: Uppsala universitetsbibliotek. Alfonsson, S. Treatment adherence in internet-based CBT. The effects of presentation, support and motivation. PhD [dissertation]. Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Medicine. Uppsala: Acta Universitatis Upsaliensis; 2016. Available from: Uppsala universitetsbibliotek.
84.
Zurück zum Zitat Yardley L, Spring BJ, Riper H, Morrison LG, Crane DH, Curtis K, et al. Understanding and promoting effective engagement with digital behavior change interventions. Am J Prev Med. 2016;51(5):833–42.CrossRefPubMed Yardley L, Spring BJ, Riper H, Morrison LG, Crane DH, Curtis K, et al. Understanding and promoting effective engagement with digital behavior change interventions. Am J Prev Med. 2016;51(5):833–42.CrossRefPubMed
85.
Zurück zum Zitat Kelders SM, Oinas-Kukkonen H, Oörni A, van Gemert-Pijnen JE. Health behavior change support systems as a research discipline; a viewpoint. Int J Med Inform. 2016;96:3–10.CrossRefPubMed Kelders SM, Oinas-Kukkonen H, Oörni A, van Gemert-Pijnen JE. Health behavior change support systems as a research discipline; a viewpoint. Int J Med Inform. 2016;96:3–10.CrossRefPubMed
86.
Zurück zum Zitat Sundström C, Gajecki M, Johansson M, Blankers M, Sinadinovic K, Stenlund-Gens E, et al. Guided and unguided internet-based treatment for problematic alcohol use—a randomized controlled pilot trial. PLoS One. 2016;11(7):e0157817.CrossRefPubMedPubMedCentral Sundström C, Gajecki M, Johansson M, Blankers M, Sinadinovic K, Stenlund-Gens E, et al. Guided and unguided internet-based treatment for problematic alcohol use—a randomized controlled pilot trial. PLoS One. 2016;11(7):e0157817.CrossRefPubMedPubMedCentral
87.
Zurück zum Zitat Johansson M, Sinadinovic K, Hammarberg A, Sundström C, Hermansson U, Andreasson S, et al. Web-based self-help for problematic alcohol use: a large naturalistic study. Int J Behav Med. 2016:1–11. Johansson M, Sinadinovic K, Hammarberg A, Sundström C, Hermansson U, Andreasson S, et al. Web-based self-help for problematic alcohol use: a large naturalistic study. Int J Behav Med. 2016:1–11.
Metadaten
Titel
Theoretical Perspectives of Adherence to Web-Based Interventions: a Scoping Review
verfasst von
Cathal Ryan
Michael Bergin
John SG Wells
Publikationsdatum
20.07.2017
Verlag
Springer US
Erschienen in
International Journal of Behavioral Medicine / Ausgabe 1/2018
Print ISSN: 1070-5503
Elektronische ISSN: 1532-7558
DOI
https://doi.org/10.1007/s12529-017-9678-8

Weitere Artikel der Ausgabe 1/2018

International Journal of Behavioral Medicine 1/2018 Zur Ausgabe