Motivation and Treatment Credibility Predicts Dropout, Treatment Adherence, and Clinical Outcomes in an Internet-Based Cognitive Behavioral Relaxation Program: A Randomized Controlled Trial
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BACKGROUND: In previous research, variables such as age, education, treatment credibility, and therapeutic alliance have shown to affect patients' treatment adherence and outcome in Internet-based psychotherapy. A more detailed understanding of how such variables are associated with different measures of adherence and clinical outcomes may help in designing more effective online therapy. OBJECTIVE: The aims of this study were to investigate demographical, psychological, and treatment-specific variables that could predict dropout, treatment adherence, and treatment outcomes in a study of online relaxation for mild to moderate stress symptoms. METHODS: Participant dropout and attrition as well as data from self-report instruments completed before, during, and after the online relaxation program were analyzed. Multiple linear and logistical regression analyses were conducted to predict early dropout, overall attrition, online treatment progress, number of registered relaxation exercises, posttreatment symptom levels, and reliable improvement. RESULTS: Dropout was significantly predicted by treatment credibility, whereas overall attrition was associated with reporting a focus on immediate consequences and experiencing a low level of intrinsic motivation for the treatment. Treatment progress was predicted by education level and treatment credibility, whereas number of registered relaxation exercises was associated with experiencing intrinsic motivation for the treatment. Posttreatment stress symptoms were positively predicted by feeling external pressure to participate in the treatment and negatively predicted by treatment credibility. Reporting reliable symptom improvement after treatment was predicted by treatment credibility and therapeutic bond. CONCLUSIONS: This study confirmed that treatment credibility and a good working alliance are factors associated with successful Internet-based psychotherapy. Further, the study showed that measuring adherence in different ways provides somewhat different results, which underscore the importance of carefully defining treatment adherence in psychotherapy research. Lastly, the results suggest that finding the treatment interesting and engaging may help patients carry through with the intervention and complete prescribed assignments, a result that may help guide the design of future interventions. TRIAL REGISTRATION: Clinicaltrials.gov NCT02535598; http://clinicaltrials.gov/ct2/show/NCT02535598 (Archived by WebCite at http://www.webcitation.org/6fl38ms7y).
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In a Swedish RCT, the level of treatment credibility predicted dropouts whereas attrition was associated with higher levels of impulsivity and low levels of intrinsic treatment motivation.
“In a Swedish RCT, 162 adults were investigated regarding their participation in iACT to explore variables predicting dropout, adherence, and outcomes. The authors concluded that the level of treatment credibility predicted dropouts whereas attrition was associated with higher levels of impulsivity and low levels of intrinsic treatment motivation [53].”
From The Impact of Parental Support on Adherence to Therapist-Assisted Internet-Delivered Acceptance and Commitment Therapy in Primary Care for Adolescents With Anxiety: Naturalistic 12-Month Follow-Up Study (2025) · cites this paper as [53]
The Results (Dropout and Attrition; page unavailable) support the reported associations: lower treatment credibility predicted early dropout, while greater focus on immediate consequences and lower intrinsic motivation predicted attrition. However, the Methods (Design, Procedure, and Participants; page unavailable) describe a four-week Internet-based applied relaxation program, not iACT. Although 162 participants entered the trial, the predictor analyses used 157. (LLM, conf=0.88)
Experimental — accuracy not yet measuredThe TCS has demonstrated good internal consistency in a Swedish sample of stress and anxiety patients (Cronbach's α = 0.83).
“The TCS has demonstrated good internal consistency in a Swedish sample consisting of stress and anxiety patients (Cronbach’s α = 0.83) (Alfonsson et al., 2016)”
From Acceptance and commitment therapy for autistic adults: A randomized controlled pilot study in a psychiatric outpatient setting. (2023) · cites this paper as Alfonsson et al., 2016
Methods > Predictor Variables reports that the TCS had an internal reliability of α=.83 in this study. Methods > Design, Procedure, and Participants describes people recruited from the general population with mild to moderate stress and anxiety symptoms, rather than a sample of stress and anxiety patients; Swedish-language proficiency was required, but the passage does not establish that all participants were Swedish. (LLM, conf=0.87)
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Cites
A Global Measure of Perceived Stress
Cohen, S., Kamarck, T., & Mermelstein, R. (1983) · Journal of Health and Social Behavior · doi:10.2307/2136404 · Cited by 32,807 · see citing works
Intrinsic Motivation and Self-Determination in Human Behavior
Deci, E. L., & Ryan, R. M. (1985) · doi:10.1007/978-1-4899-2271-7 · Cited by 26,772 · see citing works
Intrinsic Motivation and Self-Determination in Human Behavior
Miller, K. A. J., Deci, E. L., & Ryan, R. M. (1988) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2070638 · Cited by 15,361 · see citing works
McAuley, E., Duncan, T., & Tammen, V. V. (1989) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.1989.10607413 · Cited by 2,694 · see citing works
Eysenbach, G. (2005) · Journal of Medical Internet Research · doi:10.2196/jmir.7.1.e11 · Cited by 2,524 · see citing works
Putting time in perspective: A valid, reliable individual-differences metric.
Zimbardo, P. G., & Boyd, J. N. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.77.6.1271 · Cited by 2,520 · see citing works
Mediators and Mechanisms of Change in Psychotherapy Research
Kazdin, A. E. (2007) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.3.022806.091432 · Cited by 2,504 · cited 1× · see citing works
“In other words, one may separate the administration of the intervention (ie, providing the treatment content) and the proposed behavioral mechanisms (ie, everyday behavior change) that more directly lead to symptom change [14-16].”
Review of the Psychometric Evidence of the Perceived Stress Scale
Lee, E.-H. (2012) · Asian Nursing Research · doi:10.1016/j.anr.2012.08.004 · Cited by 2,305 · see citing works
Putting Time in Perspective: A Valid, Reliable Individual-Differences Metric
Zimbardo, P. G., & Boyd, J. N. (2015) · Time Perspective Theory; Review, Research and Application · doi:10.1007/978-3-319-07368-2_2 · Cited by 2,147 · see citing works
The elusive nature of executive functions: a review of our current understanding.
Jurado, M. B., & Rosselli, M. (2007) · Neuropsychology Review · doi:10.1007/s11065-007-9040-z · Cited by 1,684 · see citing works
Internet-based cognitive behaviour therapy for symptoms of depression and anxiety: A meta-analysis
SPEK, V., CUIJPERS, P., NYKLÍČEK, I., RIPER, H., KEYZER, J., & POP, V. (2007) · Psychological Medicine · doi:10.1017/s0033291706008944 · Cited by 1,586 · see citing works
Credibility of analogue therapy rationales
Borkovec, T. D., & Nau, S. D. (1972) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/0005-7916(72)90045-6 · Cited by 1,553 · see citing works
Development and validation of a revised short version of the working alliance inventory
Hatcher, R. L., & Gillaspy, J. A. (2006) · Psychotherapy Research · doi:10.1080/10503300500352500 · Cited by 1,355 · see citing works
Persuasive System Design Does Matter: a Systematic Review of Adherence to Web-based Interventions
Kelders, S. M., Kok, R. N., Ossebaard, H. C., & Van Gemert-Pijnen, J. E. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.2104 · Cited by 1,308 · see citing works
Mohr, D. C., Cuijpers, P., & Lehman, K. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1602 · Cited by 1,097 · see citing works
Handbook of Theories of Social Psychology
Lange, P. A. M. V., Kruglanski, A. W., & Higgins, E. (2012) · SAGE Publications Ltd eBooks · doi:10.4135/9781446249222 · Cited by 1,035 · see citing works
Adams, N. G., Little, T. D., & Ryan, R. M. (2017) · Springer eBooks · doi:10.1007/978-94-024-1042-6_4 · Cited by 926 · see citing works
Placebos without Deception: A Randomized Controlled Trial in Irritable Bowel Syndrome
Kaptchuk, T. J., Friedlander, E., Kelley, J. M., Sanchez, M. N., Kokkotou, E., Singer, J. P., Kowalczykowski, M., Miller, F. G., Kirsch, I., & Lembo, A. J. (2010) · PLoS ONE · doi:10.1371/journal.pone.0015591 · Cited by 900 · see citing works
A Systematic Review of the Impact of Adherence on the Effectiveness of e-Therapies
Donkin, L., Christensen, H., Naismith, S. L., Neal, B., Hickie, I. B., & Glozier, N. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1772 · Cited by 876 · see citing works
Levesque, C. S., Williams, G. C., Elliot, D. L., Pickering, M. A., Bodenhamer, B., & Finley, P. J. (2006) · Health Education Research · doi:10.1093/her/cyl148 · Cited by 672 · see citing works
A self-determination theory approach to psychotherapy: The motivational basis for effective change.
Ryan, R. M., & Deci, E. L. (2008) · Canadian Psychology / Psychologie canadienne · doi:10.1037/a0012753 · Cited by 629 · see citing works
Decision making, impulsivity and time perception
Wittmann, M., & Paulus, M. P. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2007.10.004 · Cited by 601 · see citing works
Dropout from Internet‐based treatment for psychological disorders
Melville, K. M., Casey, L. M., & Kavanagh, D. J. (2010) · British Journal of Clinical Psychology · doi:10.1348/014466509x472138 · Cited by 597 · see citing works
A Behavior Change Model for Internet Interventions
Ritterband, L. M., Thorndike, F. P., Cox, D. J., Kovatchev, B. P., & Gonder-Frederick, L. A. (2009) · Annals of Behavioral Medicine · doi:10.1007/s12160-009-9133-4 · Cited by 591 · cited 1× · see citing works
“In order to develop and evaluate effective Internet-based interventions, it is important to further investigate factors that are associated with adherence and outcome [11,12].”
Munder, T., Wilmers, F., Leonhart, R., Linster, H. W., & Barth, J. (2010) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.658 · Cited by 538 · see citing works
Gamification: What It Is and Why It Matters to Digital Health Behavior Change Developers
Cugelman, B. (2013) · JMIR Serious Games · doi:10.2196/games.3139 · Cited by 531 · cited 1× · see citing works
“Although the treatment may be designed to be more interesting and engaging (eg, by employing media content or using features of gamification [49]), it may be difficult to counter the fact that most health behaviors rely on an ability to postpone rewards and a focus on future consequences.”
Taking time to be healthy: Predicting health behaviors with delay discounting and time perspective
Daugherty, J. R., & Brase, G. L. (2009) · Personality and Individual Differences · doi:10.1016/j.paid.2009.10.007 · Cited by 431 · see citing works
van Ballegooijen, W., Cuijpers, P., van Straten, A., Karyotaki, E., Andersson, G., Smit, J. H., & Riper, H. (2014) · PLoS ONE · doi:10.1371/journal.pone.0100674 · Cited by 409 · see citing works
Karyotaki, E., Kleiboer, A., Smit, F., Turner, D. T., Pastor, A. M., Andersson, G., Berger, T., Botella, C., Breton, J. M., Carlbring, P., et al. (2015) · Psychological Medicine · doi:10.1017/s0033291715000665 · Cited by 408 · see citing works
Clarke, G., Eubanks, D., Reid, E., Kelleher, C., O'Connor, E., DeBar, L. L., Lynch, F., Nunley, S., & Gullion, C. (2005) · Journal of Medical Internet Research · doi:10.2196/jmir.7.2.e16 · Cited by 372 · cited 1× · see citing works
“However, strategies such as repeated reminding of treatment goals and using everyday prompts may be alternatives for further investigation [50].”
The Relationship Between Homework Compliance and Therapy Outcomes: An Updated Meta-Analysis
Mausbach, B. T., Moore, R., Roesch, S., Cardenas, V., & Patterson, T. L. (2010) · Cognitive Therapy and Research · doi:10.1007/s10608-010-9297-z · Cited by 309 · see citing works
Time perspective and early-onset substance use: A model based on stress–coping theory.
Wills, T. A., Sandy, J. M., & Yaeger, A. M. (2001) · Psychology of Addictive Behaviors · doi:10.1037/0893-164x.15.2.118 · Cited by 277 · see citing works
Johansson, R., Sjöberg, E., Sjögren, M., Johnsson, E., Carlbring, P., Andersson, T., Rousseau, A., & Andersson, G. (2012) · PLoS ONE · doi:10.1371/journal.pone.0036905 · Cited by 268 · see citing works
Clinical Significance Methods: A Comparison of Statistical Techniques
Bauer, S., Lambert, M. J., & Nielsen, S. L. (2004) · Journal of Personality Assessment · doi:10.1207/s15327752jpa8201_11 · Cited by 258 · see citing works
Development and Construct Validation of the Swedish Zimbardo Time Perspective Inventory
Carelli, M. G., Wiberg, B., & Wiberg, M. (2011) · European Journal of Psychological Assessment · doi:10.1027/1015-5759/a000076 · Cited by 256 · see citing works
Henson, J. M., Carey, M. P., Carey, K. B., & Maisto, S. A. (2006) · Journal of Behavioral Medicine · doi:10.1007/s10865-005-9027-2 · Cited by 249 · see citing works
Testing Zimbardo’s Stanford Time Perspective Inventory (STPI) - Short Form
D'Alessio, M., Guarino, A., Pascalis, V. D., & Zimbardo, P. G. (2003) · Time & Society · doi:10.1177/0961463x030122010 · Cited by 218 · see citing works
Markland, D. A., & Hardy, L. (1997) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.1997.10608863 · Cited by 212 · see citing works
Andersson, G., Paxling, B., Wiwe, M., Vernmark, K., Felix, C. B., Lundborg, L., Furmark, T., Cuijpers, P., & Carlbring, P. (2012) · Behaviour Research and Therapy · doi:10.1016/j.brat.2012.05.003 · Cited by 202 · see citing works
Emotional support and suicide prevention through the Internet: A field project report
Barak, A. (2005) · Computers in Human Behavior · doi:10.1016/j.chb.2005.08.001 · Cited by 200 · see citing works
Time Perspective, Health, and Risk Taking
Boyd, J. N., & Zimbardo, P. G. (2006) · Psychology Press eBooks · doi:10.4324/9781410613516-13 · Cited by 196 · see citing works
Hilvert-Bruce, Z., Rossouw, P. J., Wong, N., Sunderland, M., & Andrews, G. (2012) · Behaviour Research and Therapy · doi:10.1016/j.brat.2012.04.001 · Cited by 193 · see citing works
Donkin, L., Hickie, I. B., Christensen, H., Naismith, S. L., Neal, B., Cockayne, N. L., & Glozier, N. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2771 · Cited by 193 · see citing works
Rozental, A., Boettcher, J., Andersson, G., Schmidt, B., & Carlbring, P. (2015) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2015.1008033 · Cited by 189 · cited 1× · see citing works
“…of negative effects in online psychotherapy, some participants reported feeling pressured by their online therapist or the demands of the treatment schedule [51], but in this study, external motivation was measured at baseline and corresponded to the reasons why participants took part in the study.”
Paxling, B., Lundgren, S., Norman, A., Almlöv, J., Carlbring, P., Cuijpers, P., & Andersson, G. (2013) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465812000240 · Cited by 162 · see citing works
Time orientation and health-related behaviour: Measurement in general population samples
Crockett, R. A., Weinman, J. A., Hankins, M. C., & Marteau, T. M. (2008) · Psychology and Health · doi:10.1080/08870440701813030 · Cited by 149 · see citing works
Dunn, G., Maracy, M. R., Dowrick, C. F., Ayuso‐Mateos, J. L., Dalgard, O. S., Hl, P., Lehtinen, V., Casey, P., Wilkinson, C., Vázquez‐Barquero, J. L., et al. (2003) · The British Journal of Psychiatry · doi:10.1192/bjp.183.4.323 · Cited by 135 · see citing works
Psychotherapist self-disclosure and transparency in the Internet age.
Zur, O., Williams, M. H., Lehavot, K., & Knapp, S. J. (2009) · Professional Psychology Research and Practice · doi:10.1037/a0014745 · Cited by 128 · see citing works
Anderson, R. E. E., Spence, S. H., Donovan, C. L., March, S., Prosser, S., & Kenardy, J. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.1848 · Cited by 102 · cited 1× · see citing works
“Interestingly, this effect in this study was seen only among participants who improved substantially, further providing support for the notion that working alliance is as an important variable in online psychotherapy as in face-to-face therapy [56].”
Experiences of non-adherence to Internet-delivered cognitive behavior therapy: a qualitative study
Johansson, O., Michel, T., Andersson, G., & Paxling, B. (2015) · Internet Interventions · doi:10.1016/j.invent.2015.02.006 · Cited by 99 · cited 1× · see citing works
“is possible that Internet-based interventions simply suit some participants better than others and that the focus should be on identifying these participants early [59].”
El Alaoui, S., Ljótsson, B., Hedman, E., Kaldo, V., Andersson, E., Rück, C., Andersson, G., & Lindefors, N. (2015) · PLOS ONE · doi:10.1371/journal.pone.0124258 · Cited by 98 · cited 2× · see citing works
“Posttreatment stress symptoms were further negatively predicted by treatment credibility, an effect also seen in previous studies [21,22].”
Relation Between Time Perspective and Delay Discounting: A Literature Review
Teuscher, U., & Mitchell, S. H. (2011) · The Psychological Record · doi:10.1007/bf03395780 · Cited by 91 · see citing works
Kelders, S. M., Bohlmeijer, E. T., & Van Gemert-Pijnen, J. E. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2258 · Cited by 88 · see citing works
Van Gemert-Pijnen, J. E., Kelders, S. M., & Bohlmeijer, E. T. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.2991 · Cited by 84 · see citing works
Titov, N., Dear, B. F., Johnston, L., McEvoy, P. M., Wootton, B., Terides, M. D., Gandy, M., Fogliati, V., Kayrouz, R., & Rapee, R. M. (2014) · PLoS ONE · doi:10.1371/journal.pone.0089591 · Cited by 81 · see citing works
Cavanagh, K. (2010) · Oxford Guide to Low Intensity CBT Interventions · doi:10.1093/med:psych/9780199590117.003.0021 · Cited by 76 · see citing works
Factors associated with differential response to online cognitive behavioural therapy
Button, K. S., Wiles, N. J., Lewis, G., Peters, T. J., & Kessler, D. (2012) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-011-0389-1 · Cited by 69 · see citing works
de Graaf, L. E., Hollon, S. D., & Huibers, M. J. H. (2010) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0018324 · Cited by 51 · see citing works
Høifødt, R. S., Mittner, M., Lillevoll, K. R., Katla, S. K., Kolstrup, N., Eisemann, M. R., Friborg, O., & Waterloo, K. K. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.4351 · Cited by 33 · see citing works
Rethinking placebo in psychiatry: how and why placebo effects occur
McQueen, D., Cohen, S., St John-Smith, P., & Rampes, H. (2013) · Advances in Psychiatric Treatment · doi:10.1192/apt.bp.112.010405 · Cited by 23 · see citing works
Applied relaxation: an experimental analogue study of therapist vs. computer administration
Carlbring, P., Björnstjerna, E., Bergström, A. F., Waara, J., & Andersson, G. (2004) · Computers in Human Behavior · doi:10.1016/j.chb.2004.03.032 · Cited by 18 · see citing works
Vangberg, H. B., Lillevoll, K. R., Waterloo, K., & Eisemann, M. (2012) · Depression Research and Treatment · doi:10.1155/2012/593068 · Cited by 16 · see citing works
Alfonsson, S., Olsson, E. M. G., & Hursti, T. J. (2015) · Internet Interventions · doi:10.1016/j.invent.2015.07.005 · Cited by 14 · see citing works
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Good intentions are not enough: how informatics interventions can worsen inequality
Veinot, T. C., Mitchell, H., & Ancker, J. S. (2018) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocy052 · Cited by 704 · see citing works
Sieverink, F., Kelders, S. M., & van Gemert-Pijnen, J. E. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.8578 · Cited by 331 · see citing works
Carolan, S., & de Visser, R. O. (2018) · JMIR Mental Health · doi:10.2196/mental.9146 · Cited by 121 · see citing works
“Intrinsic motivation (finding the content interesting) has been shown to be an important factor in treatment adherence to digital health interventions [42], as is design and appearance [33,43,44].”
The association between adherence and outcome in an Internet intervention for depression
Fuhr, K., Schröder, J., Berger, T., Moritz, S., Meyer, B., Lutz, W., Hohagen, F., Hautzinger, M., & Klein, J. P. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.12.028 · Cited by 97 · see citing works
Kaiser, J., Hanschmidt, F., & Kersting, A. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106512 · Cited by 105 · see citing works
Zarski, A.-C., Berking, M., Reis, D., Lehr, D., Buntrock, C., Schwarzer, R., & Ebert, D. D. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.8814 · Cited by 87 · see citing works
“In contrast, other studies have found the intrinsic motivation of individuals, their belief in their own ability to complete the intervention, and their expectancies regarding treatment outcome to be associated with adherence in Internet-based interventions [7,14,65-68].”
BackgroundResultGan, D. Z. Q., McGillivray, L., Larsen, M. E., Christensen, H. M., & Torok, M. H. (2022) · Digital Health · doi:10.1177/20552076221098268 · Cited by 81 · see citing works
Karin, E., Dear, B. F., Heller, G. Z., Crane, M. F., & Titov, N. (2018) · JMIR Mental Health · doi:10.2196/mental.8363 · Cited by 67 · see citing works
Arnold, C., Villagonzalo, K.-A., Meyer, D., Farhall, J., Foley, F., Kyrios, M., & Thomas, N. (2019) · Internet Interventions · doi:10.1016/j.invent.2019.100266 · Cited by 63 · see citing works
Fernández-Álvarez, J., Díaz-García, A., González-Robles, A., Baños, R., García-Palacios, A., & Botella, C. (2017) · Internet Interventions · doi:10.1016/j.invent.2017.09.001 · Cited by 60 · see citing works
Birth preference in women undergoing treatment for childbirth fear: A randomised controlled trial
Larsson, B., Karlström, A., Rubertsson, C., Ternström, E., Ekdahl, J., Segebladh, B., & Hildingsson, I. (2017) · Women and Birth · doi:10.1016/j.wombi.2017.04.004 · Cited by 59 · see citing works
Hentati, A., Forsell, E., Ljótsson, B., Kaldo, V., Lindefors, N., & Kraepelien, M. (2021) · Internet Interventions · doi:10.1016/j.invent.2021.100448 · Cited by 56 · see citing works
Pahnke, J., Hirvikoski, T., Bjureberg, J., Bölte, S., Jokinen, J., Bohman, B., & Lundgren, T. (2019) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2019.04.002 · Cited by 48 · see citing works
Mohr, D. C., Kwasny, M., Meyerhoff, J., Graham, A. K., & Lattie, E. G. (2021) · Behaviour Research and Therapy · doi:10.1016/j.brat.2021.103972 · Cited by 46 · see citing works
Alfonsson, S., Johansson, K., Uddling, J., & Hursti, T. J. (2017) · BMC Psychology · doi:10.1186/s40359-017-0172-5 · Cited by 46 · see citing works
Self-citationKarin, E., Crane, M. F., Dear, B. F., Nielssen, O., Heller, G. Z., Kayrouz, R., & Titov, N. (2021) · JMIR Mental Health · doi:10.2196/22700 · Cited by 36 · see citing works
Overall and differential attrition in mindfulness-based interventions: A meta-analysis
Lam, S. U., Kirvin-Quamme, A., & Goldberg, S. B. (2022) · Mindfulness · doi:10.1007/s12671-022-01970-z · Cited by 39 · see citing works
Rüegg, N., Moritz, S., Berger, T., Lüdtke, T., & Westermann, S. (2018) · BMC Psychiatry · doi:10.1186/s12888-018-1644-8 · Cited by 39 · see citing works
Therapist–Patient Demographic Profile Matching: A Movement Toward Performance-Based Practice
Wolf, D. A. P. S., Dulmus, C. N., Maguin, E., Linn, B. K., & Hales, T. W. (2018) · Research on Social Work Practice · doi:10.1177/1049731518783582 · Cited by 38 · see citing works
Developing a Psychological Intervention for Decreasing Bedtime Procrastination: The BED-PRO Study
Suh, S. A., Cho, N., Jeoung, S., & An, H. (2021) · Behavioral Sleep Medicine · doi:10.1080/15402002.2021.1979004 · Cited by 38 · see citing works
Renfrew, M. E., Morton, D. P., Morton, J. K., & Przybylko, G. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.716106 · Cited by 32 · see citing works
Renfrew, M. E., Morton, D. P., Morton, J. K., Hinze, J. S., Przybylko, G., & Craig, B. A. (2020) · Journal of Medical Internet Research · doi:10.2196/19945 · Cited by 31 · see citing works
An open trial of internet-based cognitive behavioral therapy for first year medical students
Lattie, E. G., Kashima, K. J., & Duffecy, J. L. (2019) · Internet Interventions · doi:10.1016/j.invent.2019.100279 · Cited by 29 · see citing works
Backman, A., Mellblom, A., Norman-Claesson, E., Keith-Bodros, G., Frostvittra, M., Bölte, S., & Hirvikoski, T. (2018) · Research in Autism · doi:10.1016/j.rasd.2018.07.001 · Cited by 28 · see citing works
Hildingsson, I., & Rubertsson, C. (2019) · Journal of Psychosomatic Obstetrics and Gynaecology · doi:10.1080/0167482x.2019.1634047 · Cited by 22 · see citing works
Yew, R. Y., Dobson, K. S., Zyphur, M. J., & Kazantzis, N. (2019) · Cognitive Therapy and Research · doi:10.1007/s10608-019-10059-2 · Cited by 26 · see citing works
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Lehrer, P. M. (2024) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-024-09667-w · Cited by 24 · see citing works
Kovacs, G., Wu, Z., & Bernstein, M. S. (2021) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3411764.3445695 · Cited by 23 · see citing works
Grönqvist, H., Olsson, E. M. G., Johansson, B., Held, C., Sjöström, J., Norberg, A. L., Hovén, E., Sanderman, R., van Achterberg, T., & von Essén, L. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7310 · Cited by 22 · see citing works
Self-citationCrane, M. F., Kho, M. C., Kangas, M., Griffin, B., Karin, E., Earl, J. K., & Harris, C. B. (2020) · Anxiety Stress & Coping · doi:10.1080/10615806.2020.1768375 · Cited by 22 · see citing works
Implementation of psychological clinical trials in epilepsy: Review and guide
Modi, A. C., Wagner, J. L., Smith, A. W., Kellermann, T. S., & Michaelis, R. (2017) · Epilepsy & Behavior · doi:10.1016/j.yebeh.2017.06.016 · Cited by 20 · see citing works
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Vervaeke, J., LOOY, J. V., Hoorelbeke, K., Baeken, C., & Koster, E. H. W. (2018) · JMIR Serious Games · doi:10.2196/games.8609 · Cited by 20 · see citing works
Pahnke, J., Jansson-Fröjmark, M., Andersson, G., Bjureberg, J., Jokinen, J., Bohman, B., & Lundgren, T. (2023) · Autism · doi:10.1177/13623613221140749 · Cited by 19 · see citing works
“The TCS has demonstrated good internal consistency in a Swedish sample consisting of stress and anxiety patients (Cronbach’s α = 0.83) (Alfonsson et al., 2016) and satisfactory internal consistency in the current sample (Cronbach’s α = 0.92).”
InfluentialCelia, G., Cavicchiolo, E., Girelli, L., Limone, P., & Cozzolino, M. (2021) · Counselling and Psychotherapy Research · doi:10.1002/capr.12512 · Cited by 21 · see citing works
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Hohensee, N., Meyer, M. J., & Teachman, B. A. (2020) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-020-00129-8 · Cited by 18 · see citing works
Adherence to a web-based pre-treatment for phobias in outpatient clinics
Kok, R. N., Beekman, A. T. F., Cuijpers, P. J., & van Straten, A. (2017) · Internet Interventions · doi:10.1016/j.invent.2017.05.004 · Cited by 18 · see citing works
Braun, L., Titzler, I., Ebert, D. D., Buntrock, C., Terhorst, Y., Freund, J., Thielecke, J., & Baumeister, H. (2019) · BMC Psychiatry · doi:10.1186/s12888-019-2244-y · Cited by 17 · see citing works
Promises and risks of web-based interventions in the treatment of depression
Hegerl, U., & Oehler, C. (2020) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2020.22.2/uhegerl · Cited by 17 · see citing works
Becker, D. (2018) · Advances in intelligent systems and computing · doi:10.1007/978-3-030-03402-3_8 · Cited by 16 · see citing works
Nation, J., Wertheim, E., & Worthington, E. (2018) · Journal of Clinical Psychology · doi:10.1002/jclp.22557 · Cited by 16 · see citing works
The Role of Treatment Perceptions in Intervention Evaluation: A Review
Sidani, S., & Fox, M. T. (2020) · Science of Nursing and Health Practices · doi:10.31770/2561-7516.1079 · Cited by 14 · see citing works
Beintner, I., Görlich, D., Berger, T., Ebert, D. D., Zeiler, M. D., Herrero, R., Waldherr, K., & Jacobi, C. (2018) · Internet Interventions · doi:10.1016/j.invent.2018.05.001 · Cited by 15 · see citing works
Arndt, A., Rubel, J., Berger, T., & Lutz, W. (2020) · Internet Interventions · doi:10.1016/j.invent.2020.100319 · Cited by 13 · see citing works
Amanvermez, Y., Karyotaki, E., Cuijpers, P. J., Čihařová, M., Donker, M. H., Hurks, P. P. M., Salemink, E., Spinhoven, P., Struijs, S. Y., & de Wit, L. M. (2023) · JMIR Formative Research · doi:10.2196/45725 · Cited by 14 · see citing works
Knutzen, S. M., Christensen, D. S., Cairns, P., Damholdt, M. F., Amidi, A., & Zachariae, R. H. (2024) · JMIR Mental Health · doi:10.2196/58217 · Cited by 14 · see citing works
Smits, F., de Kort, G. J., & Geuze, E. (2021) · BMC Psychiatry · doi:10.1186/s12888-021-03086-5 · Cited by 12 · see citing works
Nomeikaitė, A., Geležėlytė, O., Berger, T., Andersson, G., & Kazlauskas, E. (2023) · Internet Interventions · doi:10.1016/j.invent.2023.100686 · Cited by 10 · see citing works
Myklebost, S. B., Gjestad, R., İnal, Y., Hammar, Å., & Nordgreen, T. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.795698 · Cited by 10 · see citing works
Côté‐Allard, U., Pham, M. H., Schultz, A. K., Nordgreen, T., & Tørresen, J. (2022) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2022.3204737 · Cited by 10 · see citing works
Arabatzoudis, T., Rehm, I. C., & Nedeljkovic, M. (2021) · Journal of Obsessive-Compulsive and Related Disorders · doi:10.1016/j.jocrd.2021.100689 · Cited by 9 · see citing works
Predicting treatment outcomes in improving access to psychological therapy (IAPT) services
Verbist, I. L., Huey, D., & Bennett, H. (2021) · Mental Health Review Journal · doi:10.1108/mhrj-04-2021-0037 · Cited by 10 · see citing works
A randomized controlled pilot trial of brief online mindfulness training in young drivers.
Albert, D. A., Ouimet, M., & Brown, T. G. (2023) · Accident Analysis and Prevention · doi:10.1016/j.aap.2023.107322 · Cited by 6 · see citing works
Bruijniks, S. J. E., Sijbrandij, M., & Huibers, M. J. H. (2019) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2019.101485 · Cited by 8 · see citing works
Andriopoulos, A., Olsson, E. M. G., Sylvén, Y. H., Sjöström, J., Johansson, B., von Essén, L., & Grönqvist, H. (2021) · Journal of Medical Internet Research · doi:10.2196/24590 · Cited by 8 · see citing works
Self-citationLüdtke, T., Rüegg, N., Moritz, S., Berger, T., & Westermann, S. (2021) · Psychiatry Research · doi:10.1016/j.psychres.2021.114223 · Cited by 8 · see citing works
Hentati, A., Forsell, E., Ljótsson, B., Lindefors, N., & Kraepelien, M. (2022) · BJPsych Open · doi:10.1192/bjo.2022.14 · Cited by 8 · see citing works
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Bouwman, T., van Tilburg, T. G., & Aartsen, M. (2019) · JMIR Aging · doi:10.2196/13638 · Cited by 8 · see citing works
Research Opportunities in Sociotechnical Interventions for Health Disparity ReductionPreprint
Siek, K. A., Veinot, T. C., & Mynatt, B. (2019) · arXiv (Cornell University) · doi:10.48550/arxiv.1908.01035 · Cited by 8 · see citing works
Larsson, A., Weineland, S., Nissling, L., & Lilja, J. L. (2025) · JMIR Pediatrics and Parenting · doi:10.2196/59489 · Cited by 7 · see citing works
Ribeiro, N. S., Colugnati, F. A. B., Kazantzis, N., & Sartes, L. M. A. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.647814 · Cited by 7 · see citing works
Nomeikaitė, A., Geležėlytė, O., Böttche, M., Andersson, G., & Kazlauskas, E. (2024) · JMIR Mental Health · doi:10.2196/62782 · Cited by 5 · see citing works
Hanano, M., Rith‐Najarian, L., Gong-Guy, E., & Chavira, D. A. (2024) · JMIR Formative Research · doi:10.2196/56118 · Cited by 6 · see citing works
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Mueller, L. E., Kallogjeri, D., Frumkin, M. R., Dizdar, K., Shin, J., Rodebaugh, T. L., & Piccirillo, J. F. (2024) · JAMA Otolaryngology–Head & Neck Surgery · doi:10.1001/jamaoto.2024.2264 · Cited by 6 · see citing works
Hayward, D., Richardson, T. H., Beattie, D., & Bayliss, P. (2023) · Journal of EMDR Practice and Research · doi:10.1891/emdr-2023-0004 · Cited by 5 · see citing works
Wester, R. A., Schwartz, B., Lutz, W., Hall, M., Hoos, T., & Rubel, J. A. (2024) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000866 · Cited by 5 · see citing works
Norouzian, N., Westra, H. A., Button, M. L., Constantino, M. J., & Antony, M. M. (2020) · Counselling and Psychotherapy Research · doi:10.1002/capr.12332 · Cited by 6 · see citing works
Thorisdottir, A. S., & Asmundson, G. J. G. (2021) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2021.1938663 · Cited by 5 · see citing works
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Blevins, D. (2022) · Journal of Christian Nursing · doi:10.1097/cnj.0000000000001023 · Cited by 5 · see citing works
Zheng, Z., Bird, S. R., Layton, J., Hyde, A. J., Moreland, A., Wan, D. W. L., & Stupans, I. (2022) · Disability and Rehabilitation · doi:10.1080/09638288.2022.2153935 · Cited by 5 · see citing works
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Marker, I., & Norton, P. J. (2019) · Clinical Case Studies · doi:10.1177/1534650119849104 · Cited by 5 · see citing works
Contextual assessment: evaluating a novel self-guided online therapeutic assessment
Levis, M., & Levis, A. J. (2020) · International Journal of Psychiatry in Clinical Practice · doi:10.1080/13651501.2020.1794010 · Cited by 5 · see citing works
Sieverink, F. (2017) · doi:10.3990/1.9789036544177 · Cited by 5 · see citing works
Simicich, L., Muñiz, V., Scheffrahn, K., & Elkins, G. R. (2024) · Digital Health · doi:10.1177/20552076241263257 · Cited by 4 · see citing works
Hare, M. M., Conroy, K., Georgiadis, C., & Shaw, A. M. (2024) · Child Psychiatry & Human Development · doi:10.1007/s10578-024-01681-7 · Cited by 4 · see citing works
Brog, N. A., Hegy, J. K., Berger, T., & Znoj, H. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.835356 · Cited by 3 · see citing works
Holmberg, T. T., Sainte‐Marie, M. H., Jensen, E. S., Linnet, J., Runge, E., Lichtenstein, M. B., & Tarp, K. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.969115 · Cited by 4 · see citing works
Lassen, E. R., Lia, S. A., Hjertaas, I., Hjemdal, O., Kennair, L. E. O., Hagen, R., & Solem, S. (2023) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2023.2289863 · Cited by 4 · see citing works
Kochar, B. D., Aldridge, M., Cook, S. F., Bright, R., Mallette, M. M., Moniz, H., Shah, S. A., LeLeiko, N. S., Shapiro, J. M., Sands, B. E., et al. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5655 · Cited by 4 · see citing works
Skog, R., Olsson, E. M. G., Gorman, J. R., Bober, S. L., Lampic, C., & Wettergren, L. (2025) · PLoS ONE · doi:10.1371/journal.pone.0322368 · Cited by 2 · see citing works
Self-citationMotivation to change predicts college students’ utilization of self-help resources
Kaufman, A., & Nemeroff, R. K. (2024) · Journal of American College Health · doi:10.1080/07448481.2024.2334082 · Cited by 4 · see citing works
Miegel, F. S., Lohse, L., Jelinek, L., Scheunemann, J., Gabbert, T., Schauenburg, G., Bittner, L., Mostajeran, F., Kühn, S., Gallinat, J., et al. (2024) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.13731 · Cited by 3 · see citing works
Lau, P. H., Marway, O. S., Carmona, N. E., Starick, E., Iskenderova, I., & Carney, C. E. (2023) · Behavioral Sleep Medicine · doi:10.1080/15402002.2023.2217311 · Cited by 2 · see citing works
Martínez‐Cengotitabengoa, M., Sánchez-Martínez, A., Long‐Martinez, D., Sánchez-Martínez, M., Peters‐Corbett, A., Pugh, E. J., Field, F. W. F., & Martínez‐Cengotitabengoa, M. (2022) · Journal of Investigative Psychology and Offender Profiling · doi:10.1002/jip.1589 · Cited by 2 · see citing works
Martins, D. S., Bermúdez, M. B., Costa, M. D. A., Fleck, M. P., Salum, G. A., Dreher, C. B., & Manfro, G. G. (2024) · Scientific Reports · doi:10.1038/s41598-024-81327-9 · Cited by 2 · see citing works
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Agathokleous, G., & Taiwo, A. O. (2021) · Advances in psychology, mental health, and behavioral studies (APMHBS) book series · doi:10.4018/978-1-7998-7991-6.ch011 · Cited by 2 · see citing works
Hegy, J. K., Abegglen, S., Schade, V., Hoffmann‐Richter, U., & Znoj, H. (2021) · Disability and Rehabilitation · doi:10.1080/09638288.2021.1960442 · Cited by 2 · see citing works
Development and Psychometric Evaluation of the Motivation for Healing Scale in Patients with Cancer
Hosieni, F., Mohammadi, E., Hosseini, R., Sadat, Z., & Alavi, N. M. (2023) · Journal of Caring Sciences · doi:10.34172/jcs.2024.31919 · Cited by 2 · see citing works
Soroko, E., Borzyszkowski, M., Kleka, P., Chmielak, K., Pawlak, Z., & Skory, M. (2023) · doi:10.31234/osf.io/dmgsc · Cited by 2 · see citing works
Hatch, S. G., Lobaina, D., & Doss, B. D. (2021) · JMIR Research Protocols · doi:10.2196/33047 · Cited by 1 · see citing works
Kramuschke, M., Reinhardt, J., Dölemeyer, R., Kaiser, J., & Kersting, A. (2024) · BMC Psychology · doi:10.1186/s40359-024-01751-4 · Cited by 1 · see citing works
Hurmuz, M. Z. M., Jansen-Kosterink, S. M., Hermens, H. J., & van Velsen, L. (2024) · Journal of Health Psychology · doi:10.1177/13591053241274097 · Cited by 1 · see citing works
Soini, T., Andersson, F., Lalouni, M., Bonnert, M., Voghera, S., Ljótsson, B., Benninga, M. A., Vlieger, A. M., Rolandsdotter, H., Uusijärvi, A., et al. (2025) · Therapeutic Advances in Gastroenterology · doi:10.1177/17562848251381141 · Cited by 1 · see citing works
Patients' Experiences of Non‐Mutual Psychotherapy Termination: A Qualitative Content Analysis
Antichi, L., Notarnicola, S., Gori, A., & Giannini, M. (2025) · Counselling and Psychotherapy Research · doi:10.1002/capr.70066 · Cited by 1 · see citing works
Kip, H., Haneveld, L. K., ten Klooster, I., & Kelders, S. M. (2026) · Digital Health · doi:10.1177/20552076261415917 · Cited by 1 · see citing works
Barber, K. E., Cram, I. C., Smith, E. C., Woods, D. W., & Lee, H. (2026) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2026.02.020 · Cited by 1 · see citing works
Eicher, S., Fenski, F., Behr, S., Hammelrath, L., Boettcher, J., Schaeuffele, C., & Knaevelsrud, C. (2026) · npj Digital Medicine · doi:10.1038/s41746-026-02546-0 · Cited by 1 · see citing works
Wittink, H. M., Oosterhaven, J., Dekker, J. H. M., Kruitwagen, C. L. J. J., Devillé, W. L. J. M., Ellens, E., & Schröder, C. D. (2019) · Pain Research and Management · doi:10.1155/2019/9596421 · Cited by 1 · see citing works
Intervenções em TCC baseada na internet com adolescentes: uma revisão sistemática
Pereira, L. B., Oliva, Â. D., & Peluso, M. L. (2021) · Revista Brasileira de Terapias Cognitivas · doi:10.5935/1808-5687.20210013 · Cited by 1 · see citing works
Goal language is associated with attrition and weight loss on a digital program: Observational study
Ho, A. S., Behr, H., Mitchell, E. S., Yang, Q., Lee, J., May, C. N., & Michaelides, A. P. (2022) · PLOS Digital Health · doi:10.1371/journal.pdig.0000050 · Cited by 1 · see citing works
Torres, A. P. F., Ribeiro, N. S., de-Almeida, L. F., Costa, M. B., Santos, C. G. B., Melo, A. L. C., & Sartes, L. M. A. (2022) · Revista Brasileira de Terapias Cognitivas · doi:10.5935/1808-5687.20220004 · Cited by 2 · see citing works
- Authors
- Alfonsson, S., Olsson, E., & Hursti, T.
- Affiliations
- Uppsala University (SE)
- Corresponding author
- Alfonsson, Sven
- Venue
- Journal of Medical Internet Research
- Publisher
- JMIR Publications Inc.
- Published
- 2016-03-08
- Volume
- 18
- Issue
- 3
- Pages
- e52
- ISSN
- 1438-8871 (ISSN-L)
- PMC
- PMC4804106
- OpenAlex
- W2293307891
- Cited by
- 118
- References
- 64
- Citations by year
- 2026: 5 · 2025: 8 · 2024: 16 · 2023: 8 · 2022: 13 · 2021: 21 · 2020: 11 · 2019: 11 · 2018: 11 · 2017: 12 · 2016: 2
- FWCI
- 18.49
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Journal of Medical Internet Research (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Uppsala University Publications (Uppsala University) (submittedVersion, other-oa)
- Funders
- Uppsala Universitet
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Keywords
- treatment credibility, intrinsic motivation, medication adherence, dropout, internet-based psychotherapy, stress symptoms, therapeutic relationship, treatment progress, treatment outcome prediction
- MeSH terms
- Adult, Female, Humans, Male, Motivation, Patient Compliance, Patient Dropouts, Psychotherapy, Logistic Models, Treatment Outcome, Internet
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