Leveraging the social network for treatment of social anxiety: pilot study of a youth-specific digital intervention with a focus on engagement of young men
Open accessAbstract
The primary objective was to determine the acceptability, feasibility and safety of a novel digital intervention (Entourage) for young people with prominent social anxiety symptoms, with a particular focus on the engagement of young men. The secondary aim was to explore whether the intervention was associated with clinically significant improvements to clinical and social variables known to co-occur with social anxiety. A multidisciplinary team comprising of mental health clinicians, researchers, young adult fiction writers, a comic artist and young people with a lived experience of social anxiety developed the Entourage platform in collaboration. Entourage combines evidence-based therapeutic techniques for social anxiety with an engaging, social-media-based interface that allows users to build social connections, while also receiving expert clinical moderation and support from peer workers. Acceptability, feasibility and safety outcomes of Entourage were tested in a 12-week pilot study with 89 young people (48.3% male; age M = 19.8 years, SD = 3.3 years). Eligible participants were recruited via liaison with four headspace early-intervention centres in north-western Melbourne. 56.8% of the sample reported social anxiety symptoms in the severe or very severe range at baseline. Results demonstrated the Entourage intervention was feasible, safe, and potentially acceptable, with 98.6% of participants reporting they would recommend Entourage to another young person experiencing social anxiety. Usage results were also comparable across male and non-male participants. Results showed that young people reliably and significantly improved on clinical and social variables. In particular, young males showed a clinically significant improvement on social anxiety symptoms (d = 0.79, p < .001), depression (d = 0.71, p < .001), belongingness (d = 0.58, p = .001), increased feelings of social connectedness (d = 0.46, p = .004) and decreased loneliness (d = 0.46, p = .006). Non-male participants also experienced a significant increase in social connectedness (d = 0.76, p < .001), alongside reduced social anxiety (d = 0.78, p < .001) and experiential avoidance (d = 0.81, p < .001). Entourage is a highly engaging and potentially effective intervention that represents a novel combination of features designed both to reduce social anxiety symptoms and improve social connection among young people. Entourage demonstrated some acceptability, feasibility and safety, with encouraging benefits to clinical and social variables. Entourage also showed favorable results for the engagement and support of young men with social anxiety symptoms.
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Results from several pilot studies and a clinical trial showed that MOST was engaging over prolonged periods of time, safe, non-stigmatising, endorsed and valued by young people, clinicians, and services, effective in improving vocational recovery and reducing use of hospital services in youth psychosis, cost-saving, and cost-effective.
“Results from several pilot studies and a clinical trial showed that MOST was engaging over prolonged periods of time; safe; nonstigmatising; endorsed and valued by young people, clinicians, and services; effective in improving vocational recovery and reducing use of hospital services in youth psychosis; cost-saving; and cost-effective, with four clinical trials underway.”
From The Lancet Psychiatry Commission on youth mental health (2024) · cites this paper as [371]
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The Lancet Psychiatry Commission on youth mental health
McGorry, P. D., Mei, C., Dalal, N., Alvarez-Jimenez, M., Blakemore, S.-J., Browne, V., Dooley, B., Hickie, I. B., Jones, P. B., McDaid, D., et al. (2024) · The Lancet Psychiatry · doi:10.1016/s2215-0366(24)00163-9 · Cited by 663 · see citing works
Self-citationDesigning and scaling up integrated youth mental health care
McGorry, P. D., Mei, C., Chanen, A., Hodges, C., Alvarez‐Jimenez, M., & Killackey, E. (2022) · World Psychiatry · doi:10.1002/wps.20938 · Cited by 546 · see citing works
Self-citationEmotional and social loneliness and their unique links with social isolation, depression and anxiety
Wolters, N. E., Mobach, L., Wuthrich, V. M., Vonk, P., der Heijde, C. M. V., Wiers, R. W. H. J., Rapee, R. M., & Klein, A. M. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.02.096 · Cited by 174 · see citing works
Zheng, F., Khan, N. A., & Hussain, S. (2020) · Children and Youth Services Review · doi:10.1016/j.childyouth.2020.105694 · Cited by 170 · see citing works
Alvarez-Jimenez, M., Rice, S., D'Alfonso, S., Leicester, S., Bendall, S., Pryor, I., Russon, P., McEnery, C., Santesteban-Echarri, O., Da Costa, G., et al. (2020) · Journal of Medical Internet Research · doi:10.2196/17155 · Cited by 106 · see citing works
Self-citationKählke, F., Berger, T., Schulz, A., Baumeister, H., Berking, M., Auerbach, R. P., Bruffaerts, R., Cuijpers, P. J., Kessler, R. C., & Ebert, D. D. (2019) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.1766 · Cited by 90 · see citing works
Social media-based interventions for adolescent and young adult mental health: A scoping review
Kruzan, K. P., Williams, K. D. A., Meyerhoff, J., Yoo, D. W., O’Dwyer, L., Choudhury, M. D., & Mohr, D. C. (2022) · Internet Interventions · doi:10.1016/j.invent.2022.100578 · Cited by 90 · see citing works
Men’s anxiety: A systematic review
Fisher, K., Seidler, Z. E., King, K., Oliffe, J. L., & Rice, S. M. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.08.136 · Cited by 64 · see citing works
Self-citationOsborn, T. G., Weatherburn, P., & French, R. (2021) · Journal of Adolescence · doi:10.1016/j.adolescence.2021.09.007 · Cited by 64 · see citing works
Pearce, E., Myles-Hooton, P., Johnson, S., Hards, E., Olsen, S., Clisu, D., Pais, S. M. A., Chesters, H. A., Shah, S., Jerwood, G., et al. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01740-w · Cited by 53 · see citing works
“attending a party) using a strengthbased approach, alongside support from e-mentors (trained clinicians and peer mentors) who provide opportunities for social connectedness [38, 39].”
BackgroundMethodInfluentialBalcombe, L., & Leo, D. D. (2020) · JMIR Formative Research · doi:10.2196/22755 · Cited by 51 · see citing works
Digital Mental Health Interventions for Young People Aged 16-25 Years: Scoping Review
Potts, C., Kealy, C., McNulty, J. M., Madrid‐Cagigal, A., Wilson, T., Mulvenna, M. D., O’Neill, S. M., Donohoe, G. J., & Barry, M. M. (2025) · Journal of Medical Internet Research · doi:10.2196/72892 · Cited by 57 · see citing works
Cross, S. P. M., & Álvarez‐Jiménez, M. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1382726 · Cited by 41 · see citing works
Opie, J. E., Vuong, A. T., Welsh, E. T., Gray, R. J., Pearce, N., Marchionda, S., Mutch, R., & Khalil, H. (2024) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-024-00469-4 · Cited by 35 · see citing works
Iqbal, J., Asghar, M. Z., Ashraf, M. A., & Rafiq, M. (2022) · Social Media + Society · doi:10.1177/20563051221107633 · Cited by 37 · see citing works
Leong, Q. Y., Sridhar, S., Blasiak, A., Tadeo, X., Yeo, G., Remus, A., & Ho, D. (2021) · Journal of Medical Internet Research · doi:10.2196/27388 · Cited by 34 · see citing works
Opie, J. E., Vuong, A. T., Welsh, E. T., Esler, T. B., Khan, U. R., & Khalil, H. (2024) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-024-00468-5 · Cited by 39 · see citing works
Álvarez‐Jiménez, M., Nicholas, J., Valentine, L., Liu, P., Mangelsdorf, S. N., Baker, S., Gilbertson, T., O'Loughlin, G., McEnery, C., McGorry, P. D., et al. (2024) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.13751 · Cited by 30 · see citing works
Self-citationCross, S. P. M., Nicholas, J., Mangelsdorf, S. N., Valentine, L., Baker, S. T. E., McGorry, P. D., Gleeson, J., & Álvarez‐Jiménez, M. (2023) · JMIR Formative Research · doi:10.2196/49846 · Cited by 24 · see citing works
Self-citationDewa, L. H., Lawrance, E., Roberts, L. F., Brooks-Hall, E., Ashrafian, H., Fontana, G., & Aylin, P. P. (2021) · Journal of Medical Internet Research · doi:10.2196/26584 · Cited by 30 · see citing works
Wang, J., Yang, Y., Chen, Y., Lin, H., Wang, T., Wang, Z., Chen, X., & Fu, C. (2024) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2024.08.010 · Cited by 23 · see citing works
Moderated Online Social Therapy for Young People With Active Suicidal Ideation: Qualitative Study
Bailey, E., Robinson, J., Álvarez‐Jiménez, M., Nedeljkovic, M., Valentine, L., Bendall, S., D’Alfonso, S., Gilbertson, T., McKechnie, B., & Rice, S. (2021) · Journal of Medical Internet Research · doi:10.2196/24260 · Cited by 23 · see citing works
Self-citationLau, Y., Yen, K. Y., Wong, S. H., Cheng, J. Y., & Cheng, L. J. (2021) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2021.11.012 · Cited by 20 · see citing works
Toh, G., Pearce, E., Vines, J., Ikhtabi, S., Birken, M., Pitman, A., & Johnson, S. (2022) · BMC Psychiatry · doi:10.1186/s12888-022-03889-0 · Cited by 19 · see citing works
Lau, Y., Chew, H. S. J., Ang, W. H. D., Ang, W. W., Yeo, C. Y., Lim, Z. Q. G., Wong, S. H., Lau, S. T., & Cheng, L. J. (2023) · Health Psychology Review · doi:10.1080/17437199.2023.2185654 · Cited by 19 · see citing works
Appleton, R., Barnett, P., Clarke, C., Yang, J., Begum, S., Edbrooke-Childs, J. H., Emptage, I., Foye, U., Griffiths, J., Hanson, I., et al. (2025) · BMC Medicine · doi:10.1186/s12916-025-04438-8 · Cited by 16 · see citing works
Digital Disconnection as an Opportunity for the Tourism Business: A Bibliometric Analysis
Arenas-Escaso, J. F., Folgado-Fernández, J. A., & Palos‐Sánchez, P. R. (2022) · Emerging Science Journal · doi:10.28991/esj-2022-06-05-013 · Cited by 16 · see citing works
Rice, S., Kealy, D., Seidler, Z. E., Walton, C. C., Oliffe, J. L., & Ogrodniczuk, J. S. (2021) · Psychiatry Research · doi:10.1016/j.psychres.2021.114110 · Cited by 14 · see citing works
Self-citationFebres‐Cordero, S., Sherman, A. D. F., Kumsa, B., Klepper, M., Shanun, F., Grant, S., Duroseau, B., Leslie, S., Gupta, P., Béliveau, A., et al. (2025) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph22050657 · Cited by 13 · see citing works
van Doorn, M., Monsanto, A., Wang, C. L., Verfaillie, S. C. J., van Amelsvoort, T., Popma, A., Jaspers, M., Öry, F. G., Álvarez‐Jiménez, M., Gleeson, J., et al. (2023) · JMIR mhealth and uhealth · doi:10.2196/50636 · Cited by 14 · see citing works
Self-citationMobach, L., Wolters, N. E., Klein, A. M., Koelen, J. A., Vonk, P., der Heijde, C. M. V., Wuthrich, V. M., Rapee, R. M., & Wiers, R. W. H. J. (2024) · Scandinavian Journal of Psychology · doi:10.1111/sjop.13056 · Cited by 13 · see citing works
Cross, S. P. M., Mangelsdorf, S. N., Valentine, L., O’Sullivan, S., McEnery, C., Scott, I., Gilbertson, T., Louis, S., Myer, J., Liu, P., et al. (2025) · Internet Interventions · doi:10.1016/j.invent.2025.100849 · Cited by 15 · see citing works
Self-citationParisi, K. E., Dopp, A. R., & Quetsch, L. B. (2021) · Internet Interventions · doi:10.1016/j.invent.2021.100470 · Cited by 11 · see citing works
Zeng, L.-H., Hao, Y., & Tai, K. (2022) · Sustainability · doi:10.3390/su14127231 · Cited by 11 · see citing works
Orsolini, L., Appignanesi, C., Pompili, S., & Volpe, U. (2022) · International Review of Psychiatry · doi:10.1080/09540261.2022.2118521 · Cited by 12 · see citing works
Stefan, S., Stroian, P., Fodor, L., Matu, S., Nechita, D., Boldea, I., Fechete, I., Mătiță, D., & Mustățea, M. (2023) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2023.06.005 · Cited by 8 · see citing works
An Iterative and Collaborative End-to-End Methodology Applied to Digital Mental Health
Boulos, L., Mendes, A., Delmas, A., & Kaadoud, I. C. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.574440 · Cited by 9 · see citing works
Social anxiety and suicidality among men: examining the effects of loneliness and childhood trauma
Kealy, D., Rice, S., Seidler, Z. E., Ogrodniczuk, J. S., & Oliffe, J. L. (2021) · Current Psychology · doi:10.1007/s12144-021-02235-z · Cited by 8 · see citing works
Self-citationvan Doorn, M., Monsanto, A., Boeschoten, C. M., van Amelsvoort, T., Popma, A., Öry, F. G., Álvarez‐Jiménez, M., Gleeson, J., Jaspers, M., & Nieman, D. H. (2023) · Frontiers in Digital Health · doi:10.3389/fdgth.2022.1020753 · Cited by 9 · see citing works
Self-citationSharp, P., Kealy, D., Rice, S., Seidler, Z. E., Oliffe, J. L., & Ogrodniczuk, J. S. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.12.133 · Cited by 7 · see citing works
Self-citationO’Bree, B., Walton, C. C., Bendall, S., Wilson, M., Valentine, L., McEnery, C., D’Alfonso, S., Álvarez‐Jiménez, M., & Rice, S. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18062796 · Cited by 7 · see citing works
Self-citationSustained engagement with a digital youth mental health platform: A mixed-methods study
Valentine, L., Nicholas, J., Sorenson, R. P., Chen, N. A., McEnery, C., Louis, S., Cross, S. P. M., Mangelsdorf, S. N., O’Sullivan, S., Wren, T. W., et al. (2025) · Internet Interventions · doi:10.1016/j.invent.2025.100899 · Cited by 6 · see citing works
Self-citationGu, C., Sun, X., Wei, W., Sun, J. L., Zeng, Y., & Zhang, L. (2025) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer20010014 · Cited by 6 · see citing works
Interprofessional Collaborations on Interventions for People With Loneliness: A Scoping Review
Chu, L., Zhang, Y., Smith, G. D., & Ho, K. H. M. (2025) · Nursing Open · doi:10.1002/nop2.70239 · Cited by 6 · see citing works
Simmons, M. B., Nicholas, J., Chinnery, G. L., O’Sullivan, S., D’Alfonso, S., Bendall, S., Cagliarini, D., Hamilton, M. P., Gleeson, J., Killackey, E. J., et al. (2021) · Early Intervention in Psychiatry · doi:10.1111/eip.13100 · Cited by 6 · see citing works
Self-citationWolters, N. E., Mobach, L., Wuthrich, V. M., Rapee, R. M., Vonk, P., Koelen, J. A., der Heijde, C. M. V., Salemink, E., Wiers, R. W. H. J., & Klein, A. M. (2024) · Journal of Cognitive Psychotherapy · doi:10.1891/jcp-2024-0004 · Cited by 5 · see citing works
Opozda, M. J., Oxlad, M., Turnbull, D. A., Gupta, H., Vincent, A. D., Ziesing, S., Nankivell, M. E., & Wittert, G. (2023) · Current Psychology · doi:10.1007/s12144-023-04968-5 · Cited by 5 · see citing works
Dwan-O'Reilly, M., Harrington, S. M., Gavin, C., Godfrey, E., Cowman, M., Gleeson, C., O’Mahony-Sinnott, A., McCormack, J., Frawley, E., Burke, T., et al. (2025) · Journal of Medical Internet Research · doi:10.2196/73269 · Cited by 5 · see citing works
Appleton, R., Barnett, P., Clarke, C., Yang, J., Begum, S., Edbrooke-Childs, J. H., Emptage, I., Foye, U., Griffiths, J., Hanson, I., et al. (2025) · medRxiv · doi:10.1101/2025.02.07.25321864 · Cited by 4 · see citing works
Sharma, A., & Sharma, B. K. (2025) · Journal of Marketing Communications · doi:10.1080/13527266.2025.2547705 · Cited by 3 · see citing works
Opie, J. E., Vuong, A. T., McIntosh, J., & Kuntsche, S. (2025) · Mental Health and Digital Technologies · doi:10.1108/mhdt-07-2025-0050 · Cited by 2 · see citing works
Mhlanga, D., & Ndhlovu, E. (2023) · Advances in African economic, social and political development · doi:10.1007/978-3-031-31431-5_2 · Cited by 3 · see citing works
Effect of Social Presence on Behavioral Intention to Social Commerce Through Online Social Capital
Hossain, M. A., Yesmin, M. N., Jahan, N., & Reza, S. M. A. (2023) · International Journal of e-Collaboration · doi:10.4018/ijec.315779 · Cited by 3 · see citing works
Durmaz, N., & Ulukol, B. (2022) · Tarih okulu · doi:10.29228/joh.57592 · Cited by 1 · see citing works
Opozda, M. J., Oxlad, M., Turnbull, D. A., Gupta, H., Vincent, A. D., Ziesing, S., Nankivell, M. E., & Wittert, G. (2022) · Journal of Medical Internet Research · doi:10.2196/40854
Cross, S. P. M., & Álvarez‐Jiménez, M. (2024) · doi:10.2196/preprints.57014
Personalized Treatment Approaches for Social Phobia: An ML-Based Decision Support System
Jayasiri, D., Asanka, D., Udara, I., & Jayasiri, T. (2024) · International Conference on Advanced Research in Computing (ICARC) · doi:10.1109/icarc61713.2024.10499699
Adolescent health research and initiatives in the occupied Palestinian territory: a scoping review
Sawalma, M., Shalash, A., Maraqa, B. N., Quran, M., Elmusharaf, K., & Abu-Rmeileh, N. M. E. (2025) · BMJ Open · doi:10.1136/bmjopen-2023-082563
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A Scoping Review of Health Education Programs for Improving Men’s Engagement with Health Services
Hosseini, J., Gelehkolaee, K. S., Hajebrahimi, S., Shariatpanahi, S., Tahmasbi, F., Kabiri, N., Kantor, J., Mostafaei, H., Heidarzadeh, A., & Salehi‐Pourmehr, H. (2026) · Health Promotion Perspectives · doi:10.34172/hpp.45321
- Authors
- Rice, S., O'Bree, B., Wilson, M., McEnery, C., Lim, M. H., Hamilton, M., Gleeson, J., Bendall, S., D'Alfonso, S., Russon, P., Valentine, L., Cagliarini, D., Howell, S., Miles, C., Pearson, M., Nicholls, L., Garland, N., Mullen, E., McGorry, P. D., & Alvarez-Jimenez, M.
- Affiliations
- The University of Melbourne (AU)
- Swinburne University of Technology (AU)
- Australian Catholic University (AU)
- Orygen (AU)
- Corresponding author
- Rice, Simon
- ORCID
- Venue
- Internet Interventions
- Publisher
- Elsevier BV
- Published
- 2020-04
- Volume
- 20
- Pages
- 100323
- ISSN
- 2214-7829 (ISSN-L)
- PMC
- PMC7232094
- OpenAlex
- W3022557181
- Cited by
- 67
- References
- 92
- Citations by year
- 2026: 5 · 2025: 14 · 2024: 10 · 2023: 9 · 2022: 12 · 2021: 13 · 2020: 3 · 2019: 1
- FWCI
- 8.36
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Internet Interventions (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Minerva Access (University of Melbourne) (submittedVersion, cc-by-nc-nd)
- Swinburne figshare (Swinburne University of Technology) (submittedVersion)
- Funders
- Movember Foundation
- Beyond Blue (SIC-2017)
- National Health and Medical Research Council (APP1082934, APP115888)
- Australian Government Research Training Program Scholarship
- State Government of Victoria
- 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 › Sociology and Political Science › Impact of Technology on Adolescents
- Keywords
- social anxiety, digital mental health interventions, social networks, young men, youth mental health, social connectedness, loneliness, depression, experiential avoidance, peer support, social media, intervention feasibility and acceptability, co-occurring symptoms, sense of belonging, early intervention
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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.
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