Predictors of treatment outcomes and adherence in internet-based cognitive behavioral therapy for social anxiety in China
Open accessPublished version of a preprint
Abstract
Background: Although internet-based cognitive behaviour therapy (ICBT) is an effective treatment for social anxiety disorder (SAD), a substantial proportion of patients do not achieve clinically significant improvement. More research is needed to identify which factors predict treatment adherence and outcomes. Aims: The aims of this study were to (1) identify demographic and clinical factors associated with treatment adherence and outcomes in ICBT for social anxiety in China, and (2) explore whether low-intensity therapist support results in improved treatment adherence or outcomes. Method: Participants were assigned to either therapist-guided ( N = 183) or self-guided ICBT ( N = 72). Level of social anxiety was measured at both pre- and post-treatment. Treatment adherence and outcomes were analysed using a two-step linear and logistic regression approach. Clinical and demographic characteristics were examined. Results: No significant group differences were found for treatment adherence or outcomes between the therapist-guided and self-guided conditions. Participants diagnosed with SAD were significantly less likely to drop out (OR 0.531, p = .03) compared with subclinical participants with social anxiety symptoms. Older participants ( B = 0.17, SE = 0.04, p = .008) and participants with a diagnosis of SAD ( B = 0.16, SE = 0.44, p = .01) tended to complete more modules. Participants who completed more modules ( B = 0.24, SE = 0.03, p = .01) and participants who identified as female ( B = –0.20, SE = 0.18, p = .04) reported greater reductions in SAD symptoms. Conclusions: Understanding of factors related to adherence and outcome is necessary to prevent drop-out and optimize outcome.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Several studies on ICBT with treatment programs adapted to specific cultures in China, Korea, and Pakistan yielded results supporting the effectiveness of ICBT.
“Recently, several studies on ICBT with treatment programs adapted to specific cultures have been conducted in China, Korea, and Pakistan, yielding results supporting the effectiveness of ICBT [14-16].”
From Feasibility of Guided Internet-Based Cognitive Behavioral Therapy for Panic Disorder and Social Anxiety Disorder in Japan: Pilot Single-Arm Trial (2024) · cites this paper as [15]
Chen et al. [47] highlighted a significant gap in understanding the link between students' SE and digital therapeutic environments, and noted that inconvenient usage environments can undermine user confidence, reducing intentions to adopt the technology.
“While Chen et al. [47] highlighted a significant gap in understanding the link between students’ SE and digital therapeutic environments, inconvenient usage environments can undermine user confidence, reducing intentions to adopt the technology.”
Cites
Self-efficacy: The exercise of control
Bandura, A., Freeman, W. H., & Lightsey, R. (1999) · Journal of Cognitive Psychotherapy · doi:10.1891/0889-8391.13.2.158 · Cited by 46,835 · see citing works
(1980) · Medical Entomology and Zoology · Cited by 25,810 · see citing works
Self-efficacy: the exercise of control
(1997) · Choice Reviews Online · doi:10.5860/choice.35-1826 · Cited by 24,409 · see citing works
Kessler, R. C., Berglund, P., Demler, O., Jin, R., Merikangas, K. R., & Walters, E. E. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.6.593 · Cited by 20,391 · see citing works
From Intentions to Actions: A Theory of Planned Behavior
Ajzen, I. (1985) · Action Control · doi:10.1007/978-3-642-69746-3_2 · Cited by 19,057 · see citing works
Social Foundations of Thought and Action
Bandura, A. (2002) · SAGE Publications Ltd eBooks · doi:10.4135/9781446221129.n6 · Cited by 9,948 · see citing works
Social Learning Theory and the Health Belief Model
Rosenstock, I. M., Strecher, V. J., & Becker, M. H. (1988) · Health Education Quarterly · doi:10.1177/109019818801500203 · Cited by 5,564 · see citing works
Mattick, R. P., & Clarke, J. C. (1998) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(97)10031-6 · Cited by 3,367 · see citing works
Protection motivation and self-efficacy: A revised theory of fear appeals and attitude change
Maddux, J. E., & Rogers, R. W. (1983) · Journal of Experimental Social Psychology · doi:10.1016/0022-1031(83)90023-9 · Cited by 2,342 · see citing works
Epidemiology of anxiety disorders in the 21st century
Bandelow, B., & Michaelis, S. (2015) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2015.17.3/bbandelow · Cited by 2,079 · 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
Treatment gap in mental health care.
Abramowitz, M. Z., Greenberg, D., & Levav, I. (2008) · PubMed · Cited by 1,482 · see citing works
Computer-based psychological treatments for depression: A systematic review and meta-analysis
Richards, D., & Richardson, T. (2012) · Clinical Psychology Review · doi:10.1016/j.cpr.2012.02.004 · Cited by 1,442 · see citing works
The treatment gap in mental health care.
(2004) · Europe PMC (PubMed Central) · Cited by 1,419 · 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
When and how do young people seek professional help for mental health problems?
Rickwood, D. J., Deane, F. P., & Wilson, C. J. (2007) · Medical Journal of Australia · doi:10.5694/j.1326-5377.2007.tb01334.x · Cited by 1,195 · see citing works
Adherence in Internet Interventions for Anxiety and Depression
Christensen, H., Griffiths, K. M., & Farrer, L. (2009) · Journal of Medical Internet Research · doi:10.2196/jmir.1194 · Cited by 1,133 · see citing works
The impact of guidance on Internet-based mental health interventions — A systematic review
Baumeister, H., Reichler, L., Munzinger, M., & Lin, J. (2014) · Internet Interventions · doi:10.1016/j.invent.2014.08.003 · Cited by 1,037 · 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
“For example, the behaviour change model for internet interventions describes an integrated process for how effective internet interventions produce and maintain behaviour changes and symptom reductions (Ritterband et al., 2009).”
BackgroundUsing the Internet to provide cognitive behaviour therapy
Andersson, G. (2009) · Behaviour Research and Therapy · doi:10.1016/j.brat.2009.01.010 · Cited by 560 · see citing works
Medical Records That Guide and Teach
Weed, L. L. (1968) · New England Journal of Medicine · doi:10.1056/nejm196803212781204 · Cited by 457 · see citing works
Beatty, L., & Binnion, C. (2016) · International Journal of Behavioral Medicine · doi:10.1007/s12529-016-9556-9 · Cited by 347 · see citing works
Shen, Y., Zhang, M., Huang, Y., He, Y., Liu, Z., Cheng, H. G., Tsang, A., Lee, S., & Kessler, R. C. (2005) · Psychological Medicine · doi:10.1017/s0033291705006367 · Cited by 300 · see citing works
van Straten, A., Cuijpers, P., & Smits, N. (2008) · Journal of Medical Internet Research · doi:10.2196/jmir.954 · Cited by 297 · see citing works
Methodological issues in prediction of treatment outcome.
Steketee, G. (1992) · Clinical Psychology Review · doi:10.1016/0272-7358(92)90123-p · Cited by 292 · see citing works
Berger, T., Caspar, F., Richardson, R., Kneubühler, B., Sutter, D., & Andersson, G. (2011) · Behaviour Research and Therapy · doi:10.1016/j.brat.2010.12.007 · Cited by 265 · cited 7× · see citing works
“However, some studies have reported no significant differences between self- versus therapist-guided ICBT on treatment adherence and outcomes in social anxiety (Berger et al., 2011; Dear et al., 2016).”
BackgroundMethodResultInfluentialSelf-citationImpact of Generalized Social Anxiety Disorder in Managed Care
Katzelnick, D. J., Kobak, K. A., DeLeire, T., Henk, H. J., Greist, J. H., Davidson, J. R. T., Schneier, F. R., Stein, M. B., & Helstad, C. P. (2001) · American Journal of Psychiatry · doi:10.1176/appi.ajp.158.12.1999 · Cited by 261 · see citing works
Guided and unguided self-help for social anxiety disorder: randomised controlled trial
Furmark, T., Carlbring, P., Hedman, E., Sonnenstein, A., Clevberger, P., Bohman, B., Eriksson, A., Hållén, A., Frykman, M., Holmström, A., et al. (2009) · British Journal of Psychiatry · doi:10.1192/bjp.bp.108.060996 · Cited by 256 · see citing works
Dear, B. F., Staples, L. G., Terides, M. D., Karin, E., Zou, J., Johnston, L., Gandy, M., Fogliati, V. J., Wootton, B. M., McEvoy, P. M., et al. (2015) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2015.09.003 · Cited by 230 · see citing works
mHealth in the Wild: Using Novel Data to Examine the Reach, Use, and Impact of PTSD Coach
Owen, J. E., Jaworski, B. K., Kuhn, E., Makin-Byrd, K. N., Ramsey, K. M., & Hoffman, J. E. (2015) · JMIR Mental Health · doi:10.2196/mental.3935 · Cited by 216 · see citing works
Donkin, L., & Glozier, N. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.2100 · Cited by 212 · see citing works
Newman, M. G., Erickson, T., Przeworski, A., & Dzus, E. (2003) · Journal of Clinical Psychology · doi:10.1002/jclp.10128 · Cited by 206 · see citing works
Christensen, H., Griffiths, K., Groves, C., & Korten, A. (2006) · Australian & New Zealand Journal of Psychiatry · doi:10.1080/j.1440-1614.2006.01743.x · Cited by 201 · see citing works
Internet-based treatment for social phobia: A randomized controlled trial
Berger, T., Hohl, E., & Caspar, F. (2009) · Journal of Clinical Psychology · doi:10.1002/jclp.20603 · Cited by 198 · see citing works
Self-citationHilvert-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
Meta-analysis of the prevalence of anxiety disorders in mainland China from 2000 to 2015
Guo, X., Meng, Z., Huang, G., Fan, J., Zhou, W., Ling, W., Jiang, J., Long, J., & Su, L. (2016) · Scientific Reports · doi:10.1038/srep28033 · Cited by 168 · see citing works
Attitudes Toward e-Mental Health Services in a Community Sample of Adults: Online Survey
March, S., Day, J., Ritchie, G., Rowe, A., Gough, J., Hall, T., Yuen, C. Y. J., Donovan, C. L., & Ireland, M. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9109 · Cited by 158 · cited 1× · see citing works
“In other countries, this age group has found to be more open to self-guided online interventions (March et al., 2018).”
BackgroundPredictors of adherence among community users of a cognitive behavior therapy website.
(2008) · PubMed Central · Cited by 142 · see citing works
Predictors of outcome of group and internet-based cognitive behavior therapy
Spek, V., Nyklíček, I., Cuijpers, P., & Pop, V. (2008) · Journal of Affective Disorders · doi:10.1016/j.jad.2007.05.001 · Cited by 134 · see citing works
Wilhelmsen, M., Lillevoll, K., Risør, M. B., Høifødt, R., Johansen, M.-L., Waterloo, K., Eisemann, M., & Kolstrup, N. (2013) · BMC Psychiatry · doi:10.1186/1471-244x-13-296 · Cited by 133 · see citing works
Eskildsen, A., Hougaard, E., & Rosenberg, N. K. (2010) · Nordic Journal of Psychiatry · doi:10.3109/08039480903426929 · Cited by 122 · see citing works
Hedman, E., Andersson, E., Ljótsson, B., Andersson, G., Andersson, E., Schalling, M., Lindefors, N., & Rück, C. (2012) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2012.01834.x · Cited by 114 · see citing works
Dear, B. F., Staples, L. G., Terides, M. D., Fogliati, V. J., Sheehan, J., Johnston, L., Kayrouz, R., Dear, R., McEvoy, P. M., & Titov, N. (2016) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2016.05.004 · Cited by 114 · see citing works
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 11× · see citing works
“Research has shown certain demographic and clinical factors to be associated with adherence in ICBT (Batterham et al., 2008; El Alaoui et al., 2015; Newby et al., 2014; Nordgreen et al., 2012; van Straten et al., 2008; Williams et al., 2014).”
BackgroundResultInfluentialTitov, N., Andrews, G., Schwencke, G., Robinson, E., Peters, L., & Spence, J. (2010) · Australian & New Zealand Journal of Psychiatry · doi:10.3109/00048674.2010.493859 · Cited by 98 · see citing works
Arjadi, R., Nauta, M. H., Chowdhary, N., & Bockting, C. L. H. (2015) · Global Mental Health · doi:10.1017/gmh.2015.10 · Cited by 98 · see citing works
Newby, J. M., Mewton, L. R., Williams, A. D., & Andrews, G. (2014) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.04.037 · Cited by 91 · see citing works
Outcome predictors in guided and unguided self-help for social anxiety disorder
Nordgreen, T., Havik, O. E., Öst, L. G., Furmark, T., Carlbring, P., & Andersson, G. (2012) · Behaviour Research and Therapy · doi:10.1016/j.brat.2011.10.009 · Cited by 87 · see citing works
de Graaf, L. E., Huibers, M. J. H., Riper, H., Gerhards, S. A. H., & Arntz, A. (2009) · Journal of Affective Disorders · doi:10.1016/j.jad.2008.12.009 · Cited by 86 · cited 1× · see citing works
“As an earlier study indicated that predictors for short-term and long-term improvements might be different (de Graaf et al., 2009), future studies should include more follow-up data and identify factors associated with maintenance of symptom improvement.”
BackgroundInternet-Based Interventions for Social Anxiety Disorder - an Overview
Boettcher, J., Carlbring, P., Renneberg, B., & Berger, T. (2013) · Verhaltenstherapie · doi:10.1159/000354747 · Cited by 67 · see citing works
Self-citationFernández-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
Schulz, A., Stolz, T., Vincent, A., Krieger, T., Andersson, G., & Berger, T. (2016) · Behaviour Research and Therapy · doi:10.1016/j.brat.2016.07.001 · Cited by 59 · see citing works
Self-citationAL-Asadi, A. M., Klein, B., & Meyer, D. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.2989 · Cited by 53 · cited 1× · see citing works
“Previous research has shown there to be a significant correlation between motivation and adherence (Al-Asadi et al., 2014).”
BackgroundWilliams, A. D., O'Moore, K., Mason, E., & Andrews, G. (2014) · Internet Interventions · doi:10.1016/j.invent.2014.11.001 · Cited by 53 · 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
Revision of Social Interaction Anxiety Scale and Social Phobia Scale
Chen, X. (2007) · Zhongguo linchuang xinlixue zazhi · Cited by 50 · see citing works
Farrer, L. M., Griffiths, K. M., Christensen, H., Mackinnon, A. J., & Batterham, P. J. (2014) · Cognitive Therapy and Research · doi:10.1007/s10608-013-9589-1 · Cited by 47 · see citing works
Treatments for Psychological Problems and Syndromes
Borg, C., de Jong, P. J., McKay, D., Abramowitz, J. S., & Storch, E. A. (2017) · Wiley eBooks · doi:10.1002/9781118877142 · Cited by 31 · see citing works
Kishimoto, T., Krieger, T., Berger, T., Qian, M., Chen, H., & Yang, Y. (2016) · Psychotherapy and Psychosomatics · doi:10.1159/000446584 · Cited by 30 · see citing works
Self-citationApolinário-Hagen, J. (2018) · Psychiatry Investigation · doi:10.30773/pi.2018.06.26 · Cited by 20 · see citing works
Internet-Based Cognitive Behavior Therapy for Social Anxiety Disorder
Hedman‐Lagerlöf, E., Botella, C., & Berger, T. (2016) · Springer eBooks · doi:10.1007/978-3-319-06083-5_4 · Cited by 12 · see citing works
Self-citationThe Nature and Treatment of Social Anxiety
Carpenter, J. K., Curtiss, J. E., & Hofmann, S. (2017) · Wiley eBooks · doi:10.1002/9781118877142.ch5 · Cited by 4 · see citing works
Flagged first, then by citations
4 of the 66 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Spanhel, K., Balci, S., Feldhahn, F., Bengel, J., Baumeister, H., & Sander, L. B. (2021) · npj Digital Medicine · doi:10.1038/s41746-021-00498-1 · Cited by 178 · see citing works
Musiat, P., Johnson, C., Atkinson, M., Wilksch, S., & Wade, T. (2022) · Psychological Medicine · doi:10.1017/s0033291721004621 · Cited by 166 · see citing works
“Recent meta-analyses (e.g. Bennett et al., 2019; et al., 2020; Pauley, Cuijpers, Papola, Miguel, & Karyotaki, 2021) found no differences between guided and unguided computerised interventions and the results from this meta-analysis may provide some explanation for these findings.”
ResultDigital mental health in China: a systematic review
Zhang, X., Lewis, S. W., Firth, J., Xu, C., & Bucci, S. (2021) · Psychological Medicine · doi:10.1017/s0033291721003731 · Cited by 62 · see citing works
“, 2020) and two non-RCTs (Chen et al., 2020; Kishimoto et al., 2016) tested internet-based cognitive behavioural therapy (ICBT) for social anxiety.”
BackgroundInfluentialLopes, R. D. C. T., Šipka, D., Krieger, T., Klein, J. P., & Berger, T. (2021) · Internet Interventions · doi:10.1016/j.invent.2021.100480 · Cited by 13 · see citing works
“In this treatment format, patients work their way through a structured self-help program, typically based on CBT manuals (Clark, 2001; Clark and Wells, 1995), and therapists (also referred to as coaches or guides) assist and support them via a secure email system.”
Self-citationElison, S., Wardell, J. D., Quilty, L. C., Ward, J., & Davies, G. (2020) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2020.108261 · Cited by 11 · see citing works
Rodrigo, H., Beukes, E. W., Andersson, G., & Manchaiah, V. K. C. (2021) · BMJ Open · doi:10.1136/bmjopen-2021-049384 · Cited by 11 · see citing works
Seittu, H. A.-M., Falk, T., Bhatnagar, K., & Saarni, S. E. (2025) · Journal of Medical Internet Research · doi:10.2196/71852 · Cited by 10 · see citing works
“To close this gap and to respond to a recent call by Chen et al [31] for more research on the optimal nature of therapist support in iCBT, our study examines patients’ experiences in the Helsinki University Hospital (HUS) therapist-assisted iCBT programs.”
Lo, B., Durocher, K., Charow, R., Kimball, S., Phạm, Q., Sockalingam, S., Wiljer, D., & Strudwick, G. (2025) · Journal of Medical Internet Research · doi:10.2196/67820 · Cited by 10 · see citing works
“%) have also been found to be related to the extent of use [128,189].”
Zainal, N. H., Benjet, C. L., Albor, Y., Núñez-Delgado, M. J., Cruz, R. Z., Contreras‐Ibáñez, C. C., Cudris–Torres, L., de la Peña, F. R., González, N., Guerrero-López, B., et al. (2025) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.70005 · Cited by 9 · see citing works
Schønning, A., & Nordgreen, T. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.712421 · Cited by 8 · see citing works
“With this in mind, it is argued that dropout needs to be examined not only as an predictor of outcome, but also as an outcome in itself (Chen et al., 2020).”
BackgroundZha, Y., Tang, Q., Jin, X., Cai, X., Gong, W., Shao, Y., & Weng, X. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1080099 · Cited by 8 · see citing works
“Previous studies in China also show that localized ICBT can effectively improve social anxiety symptoms of Chinese participants (Kishimoto et al., 2016; Chen et al., 2020).”
BackgroundWen, X., Gou, M., Chen, H., Kishimoto, T., Qian, M., Margraf, J., & Berger, T. (2024) · JMIR Mental Health · doi:10.2196/50535 · Cited by 6 · see citing works
“[22].”
BackgroundSelf-citationKan, C., Wang, Y., Hu, R., Chen, K. G., & Zhang, Y. (2025) · Virtual Reality · doi:10.1007/s10055-025-01195-0 · Cited by 6 · see citing works
Mammarella, S., Giusti, L., Vecchio, S. D., Salza, A., CASACCHIA, M., & Roncone, R. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1427316 · Cited by 6 · see citing works
Li, M., Liu, F., Han, X., Li, J., & Fan, Y. (2024) · Psycho-Oncology · doi:10.1002/pon.70014 · Cited by 5 · see citing works
RetractedDigital mental health interventions in Chinese: a scoping review
Liu, Y., Shen, V. W., Jaime, E., Zheng, W. Y., Han, J., & Hall, B. J. (2025) · npj Digital Medicine · doi:10.1038/s41746-025-02129-5 · Cited by 4 · see citing works
“%) focused on social anxiety 19,23,29,31,37 .”
InfluentialZhu, Y., Sun, L., Guan, S., Li, R., Yang, J., Cao, Y., Zhang, L., Li, T., Zhang, H., Bueber, M. A., et al. (2025) · The Lancet Regional Health - Western Pacific · doi:10.1016/j.lanwpc.2025.101515 · Cited by 4 · see citing works
“120 The eight mental health interventions included six RCTs, 22,26,35,54,63,74 one controlled trial, 148 and one pre-post study.”
InfluentialKaiser, J., Treml, J., Hoffmann, R., Linde, K., Nagl, M., & Kersting, A. (2022) · Behavior Therapy · doi:10.1016/j.beth.2022.07.008 · Cited by 5 · see citing works
Steele, K. R., Upton, E. L., Holden, M., Regan, A., Coleshill, M. J., Li, S. H., Joubert, A. E., Mahoney, A., Millard, M., & Newby, J. M. (2025) · Trials · doi:10.1186/s13063-025-08826-6 · Cited by 4 · see citing works
“One study [46] of standard-paced iCBT for SAD for example found that older age and female gender predicted better treatment adherence and outcome, while another [47] found lower baseline severity predicted better post-treatment outcomes.”
Lebel, J., Flores-Tremblay, T., Binet, É., Ouellet, M., & Belleville, G. (2021) · Santé mentale au Québec · doi:10.7202/1081516ar · Cited by 4 · see citing works
Townsend, A. N., Hertz, A. G., D’Souza, J. M., & Wiese, A. D. (2022) · Advances in Psychiatry and Behavioral Health · doi:10.1016/j.ypsc.2022.05.003 · Cited by 4 · see citing works
Automated Psychotherapy in a Spaceflight Environment: Advantages, Drawbacks, and Unknowns
Smith, L. M. (2024) · Interactive Journal of Medical Research · doi:10.2196/58803 · Cited by 4 · see citing works
“Little data have been found regarding generalized predictors of treatment nonadherence for automated psychotherapy [45].”
BackgroundShinno, S., Matsumoto, K., Hamatani, S., Inaba, Y., Ozawa, Y., Kawasaki, Y., Ikai, T., Sutoh, C., Hayashi, H., & Shimizu, E. (2024) · JMIR Formative Research · doi:10.2196/53659 · Cited by 2 · see citing works
“It is worth noting that even patients with social anxiety who avoid chatting may still be willing to receive treatment, as indicated by a guided ICBT trial conducted in China, in which patients with SAD completed more modules of the treatment program than the nonclinical group [15].”
ResultBinet, É., Ouellet, M., Lebel, J., Békés, V., Morin, C. M., & Belleville, G. (2022) · Journal of Clinical Medicine · doi:10.3390/jcm11226649 · Cited by 2 · see citing works
Xu, W., Margraf, J., Qian, M., Berger, T., Zhao, N., Gou, M., & Wei, S. (2023) · Internet Interventions · doi:10.1016/j.invent.2023.100691 · Cited by 2 · see citing works
“In the last decades, Internet-based cognitive behavior therapy (ICBT) has developed into one of the most effective treatments for social anxiety disorder (Berger et al., 2011; Kishimoto et al., 2016; Chen et al., 2020).”
BackgroundResultInfluentialSelf-citationThe Effectiveness of Cognitive Behavioral Therapy on Social Anxiety in China
Fan, J. (2022) · Journal of Education Humanities and Social Sciences · doi:10.54097/ehss.v1i.756 · Cited by 2 · see citing works
“(2020) [12] 255 participants Convenience nonRandomized Controlled Study therapist-guided ICBT vs.”
BackgroundWojnarowski, C., Simmonds‐Buckley, M., & Kellett, S. (2024) · British Journal of Clinical Psychology · doi:10.1111/bjc.12508 · Cited by 1 · see citing works
“Monthly income has previously been associated with outcomes, but not significantly (Chen et al., 2020).”
Zhou, Z., Zhou, Y., Ouyang, B., Man, S. S., & Chan, A. H. S. (2026) · Healthcare · doi:10.3390/healthcare14131978
Jeong, Y. C., Kim, Y. J., Roh, S. W., Seo, E. S., Oh, H. S., Lee, I. H., Lee, E. J., Cho, H. J., & Lee, S. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1485940
“Most of the self-directed therapeutic devices developed are based on Cognitive Behavioral Therapy (CBT) as the primary treatment concept and offer services such as worksheets, self-assessment and monitoring, daily check-ins, and feedback on assessment results (7, 8).”
Adherence and Engagement in Videoconference Interventions for Treatment-resistant Depression
Castro, A., Serra, P. R., Navarra‐Ventura, G., Forteza-Rey, I., Bennasar‐Veny, M., García-Robles, A., Salvá, J., Ibarra, O., Gómez-Juanes, R., & Garcı́a-Toro, M. (2026) · Clínica y Salud · doi:10.5093/clh2026a4
Schüller, J. S., Kujat, J., Schittenhelm, J. M., von Rechenberg, R., Čerič, A., Hoyer, J., & Stangier, U. (2026) · Clinical Psychology in Europe · doi:10.32872/cpe.15687
“…cost savings by reducing personnel involvement, mixed evidence on the role of therapist guidance in improving adherence and reducing attrition (Chen et al., 2020; Dryman et al., 2017) raises concerns that a reduction in treatment effectiveness due to lower adherence and retention could offset…”
Exploring Prolonged Grief Experiences of Ethnoracial Minoritized Caregivers: An Emic Perspective
Dsouza, V. F., Reardon, B., & Giscombé, C. L. W. (2026) · Research in Nursing & Health · doi:10.1002/nur.70092
Pan, M., Zhang, S., Zhao, M., Zhang, L., Li, H., Liu, L., Wang, Y., & Qian, Q. (2026) · Journal of Attention Disorders · doi:10.1177/10870547261483459
- Authors
- Chen, H., Rodriguez, M. A., Qian, M., Kishimoto, T., Lin, M., & Berger, T.
- Affiliations
- Peking University (CN)
- Pitzer College (US)
- University of Bern (CH)
- Corresponding author
- Qian, Mingyi
- Venue
- Behavioural and Cognitive Psychotherapy
- Publisher
- Cambridge University Press (CUP)
- Published
- 2020-01-13
- Volume
- 48
- Issue
- 3
- Pages
- 291-303
- ISSN
- 1352-4658 (ISSN-L)
- 1469-1833
- OpenAlex
- W2998800858
- Cited by
- 33
- References
- 66
- Citations by year
- 2026: 5 · 2025: 8 · 2024: 6 · 2023: 2 · 2022: 4 · 2021: 7 · 2020: 1
- FWCI
- 3.17
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Licence
- Locations
- Behavioural and Cognitive Psychotherapy (publishedVersion)
- PubMed (publishedVersion)
- Bern Open Repository and Information System (University of Bern) (submittedVersion)
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Clinical Psychology › Psychological Treatments and Assessments
- Keywords
- internet-based cognitive behavioral therapy, social anxiety disorder, medication adherence, predictors of treatment outcome, treatment discontinuation, demographic factors
- MeSH terms
- Anxiety, China, Female, Humans, Cognitive Behavioral Therapy, Treatment Outcome, Internet
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review