{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T16:05:55Z","timestamp":1786982755527,"version":"build-2736575974"},"reference-count":65,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T00:00:00Z","timestamp":1743120000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0"},{"start":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T00:00:00Z","timestamp":1743120000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0"}],"funder":[{"DOI":"10.13039\/501100001778","name":"Deakin University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001778","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001778","name":"Deakin University","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100001778","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Appl Health Econ Health Policy"],"published-print":{"date-parts":[[2025,7]]},"DOI":"10.1007\/s40258-025-00958-9","type":"journal-article","created":{"date-parts":[[2025,3,31]],"date-time":"2025-03-31T05:35:17Z","timestamp":1743399317000},"page":"737-749","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Young People\u2019s Preferences for Web-Based Mental Health Interventions for Managing Anxiety and Depression: A Discrete Choice Experiment"],"prefix":"10.1007","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-5535-2352","authenticated-orcid":false,"given":"Thi Quynh Anh","family":"Ho","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lidia","family":"Engel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jemimah","family":"Ride","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Long Khanh-Dao","family":"Le","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Glenn","family":"Melvin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ha N. D.","family":"Le","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cathrine","family":"Mihalopoulos","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,3,28]]},"reference":[{"issue":"10312","key":"958_CR1","doi-asserted-by":"publisher","first-page":"1700","DOI":"10.1016\/S0140-6736(21)02143-7","volume":"398","author":"DF Santomauro","year":"2021","unstructured":"Santomauro DF, Mantilla Herrera AM, Shadid J, Zheng P, Ashbaugh C, Pigott DM, et al. Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic. Lancet. 2021;398(10312):1700\u201312. https:\/\/doi.org\/10.1016\/S0140-6736(21)02143-7.","journal-title":"Lancet"},{"key":"958_CR2","unstructured":"The Global Burden of Disease Collaborator Network. Global burden of disease study 2019 (GBD 2019) results. Seattle: Institute for Health Metrics and Evaluation (IHME); 2020."},{"issue":"1","key":"958_CR3","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1186\/s12888-018-1647-5","volume":"18","author":"K Gustavson","year":"2018","unstructured":"Gustavson K, Knudsen AK, Nesv\u00e5g R, Knudsen GP, Vollset SE, Reichborn-Kjennerud T. Prevalence and stability of mental disorders among young adults: findings from a longitudinal study. BMC Psychiatry. 2018;18(1):65. https:\/\/doi.org\/10.1186\/s12888-018-1647-5.","journal-title":"BMC Psychiatry"},{"key":"958_CR4","unstructured":"Australian Bureau of Statistics [ABS]. National Study of Mental Health and Wellbeing. 2023."},{"issue":"2","key":"958_CR5","doi-asserted-by":"publisher","DOI":"10.2196\/33551","volume":"5","author":"N Eilert","year":"2022","unstructured":"Eilert N, Wogan R, Leen A, Richards D. Internet-delivered interventions for depression and anxiety symptoms in children and young people: systematic review and meta-analysis. JMIR Pediatr Parent. 2022;5(2): e33551. https:\/\/doi.org\/10.2196\/33551.","journal-title":"JMIR Pediatr Parent."},{"issue":"10","key":"958_CR6","doi-asserted-by":"publisher","first-page":"638","DOI":"10.1177\/1357633x211047285","volume":"27","author":"X Zhou","year":"2021","unstructured":"Zhou X, Edirippulige S, Bai X, Bambling M. Are online mental health interventions for youth effective? A systematic review. J Telemed Telecare. 2021;27(10):638\u201366. https:\/\/doi.org\/10.1177\/1357633x211047285.","journal-title":"J Telemed Telecare"},{"issue":"4","key":"958_CR7","doi-asserted-by":"publisher","DOI":"10.2196\/25847","volume":"8","author":"S Lehtimaki","year":"2021","unstructured":"Lehtimaki S, Martic J, Wahl B, Foster KT, Schwalbe N. Evidence on digital mental health interventions for adolescents and young people: systematic overview. JMIR Mental Health. 2021;8(4): e25847. https:\/\/doi.org\/10.2196\/25847.","journal-title":"JMIR Mental Health."},{"key":"958_CR8","doi-asserted-by":"publisher","DOI":"10.1016\/j.eclinm.2020.100442","author":"C Luo","year":"2020","unstructured":"Luo C, Sanger N, Singhal N, Pattrick K, Shams I, Shahid H, et al. A comparison of electronically-delivered and face to face cognitive behavioural therapies in depressive disorders: a systematic review and meta-analysis. eClinicalMedicine. 2020. https:\/\/doi.org\/10.1016\/j.eclinm.2020.100442.","journal-title":"eClinicalMedicine."},{"key":"958_CR9","doi-asserted-by":"crossref","unstructured":"Harrer M, Adam SH, Baumeister H, Cuijpers P, Karyotaki E, Auerbach RP, et al. Internet interventions for mental health in university students: a systematic review and meta-analysis. Int J Methods Psychiatr Res. 2019;2019.","DOI":"10.1002\/mpr.1759"},{"key":"958_CR10","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2019.00759","author":"S Garrido","year":"2019","unstructured":"Garrido S, Millington C, Cheers D, Boydell K, Schubert E, Meade T, et al. What works and what doesn\u2019t work? A systematic review of digital mental health interventions for depression and anxiety in young people. Front Psychiatry. 2019. https:\/\/doi.org\/10.3389\/fpsyt.2019.00759.","journal-title":"Front Psychiatry."},{"issue":"5","key":"958_CR11","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.3142","volume":"16","author":"EB Davies","year":"2014","unstructured":"Davies EB, Morriss R, Glazebrook C. Computer-delivered and web-based interventions to improve depression, anxiety, and psychological well-being of university students: a systematic review and meta-analysis. J Med Internet Res. 2014;16(5): e130. https:\/\/doi.org\/10.2196\/jmir.3142.","journal-title":"J Med Internet Res"},{"issue":"3","key":"958_CR12","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.1772","volume":"13","author":"L Donkin","year":"2011","unstructured":"Donkin L, Christensen H, Naismith SL, Neal B, Hickie IB, Glozier N. A systematic review of the impact of adherence on the effectiveness of e-therapies. J Med Internet Res. 2011;13(3): e52. https:\/\/doi.org\/10.2196\/jmir.1772.","journal-title":"J Med Internet Res"},{"issue":"2","key":"958_CR13","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1016\/j.jbct.2023.05.002","volume":"33","author":"L D'Adamo","year":"2023","unstructured":"D\u2019Adamo L, Paraboschi L, Claire Grammer A, Fennig M, Graham AK, Yaeger LH, et al. Reach and uptake of digital mental health interventions based on cognitive-behavioral therapy for college students: a systematic review. J Behav Cogn Ther. 2023;33(2):97\u2013117. https:\/\/doi.org\/10.1016\/j.jbct.2023.05.002.","journal-title":"J Behav Cogn Ther."},{"issue":"3","key":"958_CR14","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1007\/s40501-019-00178-8","volume":"6","author":"TD Becker","year":"2019","unstructured":"Becker TD, Torous JB. Recent developments in digital mental health interventions for college and university students. Curr Treat Opt Psychiatry. 2019;6(3):210\u201320. https:\/\/doi.org\/10.1007\/s40501-019-00178-8.","journal-title":"Curr Treat Opt Psychiatry."},{"issue":"6","key":"958_CR15","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.9275","volume":"20","author":"T Fleming","year":"2018","unstructured":"Fleming T, Bavin L, Lucassen M, Stasiak K, Hopkins S, Merry S. Beyond the trial: systematic review of real-world uptake and engagement with digital self-help interventions for depression, low mood, or anxiety. J Med Internet Res. 2018;20(6): e199. https:\/\/doi.org\/10.2196\/jmir.9275.","journal-title":"J Med Internet Res"},{"issue":"2","key":"958_CR16","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1002\/jclp.20759","volume":"67","author":"JK Swift","year":"2011","unstructured":"Swift JK, Callahan JL, Vollmer BM. Preferences. J Clin Psychol. 2011;67(2):155\u201365. https:\/\/doi.org\/10.1002\/jclp.20759.","journal-title":"J Clin Psychol"},{"issue":"6","key":"958_CR17","doi-asserted-by":"publisher","first-page":"403","DOI":"10.1034\/j.1600-0447.2003.00130.x","volume":"107","author":"J Hamann","year":"2003","unstructured":"Hamann J, Leucht S, Kissling W. Shared decision making in psychiatry. Acta Psychiatr Scand. 2003;107(6):403\u20139. https:\/\/doi.org\/10.1034\/j.1600-0447.2003.00130.x.","journal-title":"Acta Psychiatr Scand"},{"key":"958_CR18","doi-asserted-by":"publisher","DOI":"10.1007\/s00787-024-02386-x","author":"T Ho","year":"2024","unstructured":"Ho T, Le L, Engel L, Le N, Melvin G, Le H, et al. Barriers to and facilitators of user engagement with web-based mental health interventions in young people: a systematic review. Eur Child Adolesc Psychiatry. 2024. https:\/\/doi.org\/10.1007\/s00787-024-02386-x.","journal-title":"Eur Child Adolesc Psychiatry"},{"key":"958_CR19","doi-asserted-by":"publisher","DOI":"10.1016\/j.invent.2024.100722","volume":"35","author":"\u00d6 \u00d6zer","year":"2024","unstructured":"\u00d6zer \u00d6, K\u00f6ksal B, Altinok A. Understanding university students\u2019 attitudes and preferences for internet-based mental health interventions. Internet Interv. 2024;35: 100722. https:\/\/doi.org\/10.1016\/j.invent.2024.100722.","journal-title":"Internet Interv"},{"key":"958_CR20","unstructured":"Deparment of Health and Aged Care. Out of pocket costs. 2024. https:\/\/www.health.gov.au\/topics\/private-health-insurance\/what-private-health-insurance-covers\/out-of-pocket-costs. Accessed 17 May 2024."},{"key":"958_CR21","unstructured":"This Way Up. Effective Self-Help for Your Mental Health. 2024. https:\/\/thiswayup.org.au\/. Accessed 17 May 2024."},{"key":"958_CR22","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511753831","volume-title":"Stated choice methods: analysis and applications","author":"JJ Louviere","year":"2000","unstructured":"Louviere JJ, Hensher DA, Swait JD. Stated choice methods: analysis and applications. Cambridge: Cambridge University Press; 2000."},{"key":"958_CR23","volume-title":"Methods for the economic evaluation of health care programmes","author":"MF Drummond","year":"2015","unstructured":"Drummond MF, Sculpher MJ, Claxton K, Stoddart GL, Torrance GW. Methods for the economic evaluation of health care programmes. Oxford: Oxford University Press; 2015."},{"issue":"7436","key":"958_CR24","doi-asserted-by":"publisher","first-page":"360","DOI":"10.1136\/bmj.328.7436.360","volume":"328","author":"M Ryan","year":"2004","unstructured":"Ryan M. Discrete choice experiments in health care. BMJ. 2004;328(7436):360\u20131. https:\/\/doi.org\/10.1136\/bmj.328.7436.360.","journal-title":"BMJ"},{"issue":"8","key":"958_CR25","doi-asserted-by":"publisher","first-page":"1053","DOI":"10.1007\/s10198-018-0954-6","volume":"19","author":"M Quaife","year":"2018","unstructured":"Quaife M, Terris-Prestholt F, Di Tanna GL, Vickerman P. How well do discrete choice experiments predict health choices? A systematic review and meta-analysis of external validity. Eur J Health Econ. 2018;19(8):1053\u201366. https:\/\/doi.org\/10.1007\/s10198-018-0954-6.","journal-title":"Eur J Health Econ"},{"issue":"1","key":"958_CR26","first-page":"55","volume":"2","author":"M Ryan","year":"2003","unstructured":"Ryan M, Gerard K. Using discrete choice experiments to value health care programmes: current practice and future research reflections. Appl Health Econ Health Policy. 2003;2(1):55\u201364.","journal-title":"Appl Health Econ Health Policy"},{"key":"958_CR27","doi-asserted-by":"publisher","first-page":"128","DOI":"10.1521\/soco.2009.27.1.128","volume":"27","author":"E Caruso","year":"2009","unstructured":"Caruso E, Rahnev D, Banaji M. Using conjoint analysis to detect discrimination: revealing covert preferences from overt choices. Soc Cogn. 2009;27:128\u201337. https:\/\/doi.org\/10.1521\/soco.2009.27.1.128.","journal-title":"Soc Cogn"},{"issue":"1","key":"958_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s12913-021-06499-w","volume":"21","author":"A Larsen","year":"2021","unstructured":"Larsen A, Tele A, Kumar M. Mental health service preferences of patients and providers: a scoping review of conjoint analysis and discrete choice experiments from global public health literature over the last 20 years (1999\u20132019). BMC Health Serv Res. 2021;21(1):1\u201313.","journal-title":"BMC Health Serv Res"},{"issue":"2","key":"958_CR29","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1080\/13696998.2018.1555403","volume":"22","author":"J Lokkerbol","year":"2019","unstructured":"Lokkerbol J, van Voorthuijsen JM, Geomini A, Tiemens B, van Straten A, Smit F, et al. A discrete-choice experiment to assess treatment modality preferences of patients with anxiety disorder. J Med Econ. 2019;22(2):169\u201377. https:\/\/doi.org\/10.1080\/13696998.2018.1555403.","journal-title":"J Med Econ"},{"key":"958_CR30","doi-asserted-by":"publisher","first-page":"35","DOI":"10.2147\/ppa.S151561","volume":"12","author":"D Ng-Mak","year":"2018","unstructured":"Ng-Mak D, Poon JL, Roberts L, Kleinman L, Revicki DA, Rajagopalan K. Patient preferences for important attributes of bipolar depression treatments: a discrete choice experiment. Patient Prefer Adherence. 2018;12:35\u201344. https:\/\/doi.org\/10.2147\/ppa.S151561.","journal-title":"Patient Prefer Adherence"},{"key":"958_CR31","doi-asserted-by":"publisher","DOI":"10.1186\/s12888-022-03765-x","author":"EA Phillips","year":"2022","unstructured":"Phillips EA, Himmler S, Schrey\u00f6gg J. Preferences of psychotherapists for blended care in Germany: a discrete choice experiment. BMC Psychiatry. 2022. https:\/\/doi.org\/10.1186\/s12888-022-03765-x.","journal-title":"BMC Psychiatry"},{"issue":"3","key":"958_CR32","doi-asserted-by":"publisher","first-page":"421","DOI":"10.1016\/j.jval.2020.09.018","volume":"24","author":"EA Phillips","year":"2021","unstructured":"Phillips EA, Himmler SF, Schrey\u00f6gg J. Preferences for e-mental health interventions in Germany: a discrete choice experiment. Value Health. 2021;24(3):421\u201330.","journal-title":"Value Health."},{"issue":"3","key":"958_CR33","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0283821","volume":"18","author":"F Savira","year":"2023","unstructured":"Savira F, Robinson S, Toll K, Spark L, Thomas E, Nesbitt J, et al. Consumer preferences for telehealth in Australia: a discrete choice experiment. PLoS ONE. 2023;18(3): e0283821. https:\/\/doi.org\/10.1371\/journal.pone.0283821.","journal-title":"PLoS ONE"},{"issue":"4","key":"958_CR34","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1080\/10810730.2013.811324","volume":"19","author":"CE Cunningham","year":"2014","unstructured":"Cunningham CE, Walker JR, Eastwood JD, Westra H, Rimas H, Chen Y, et al. Modeling mental health information preferences during the early adult years: a discrete choice conjoint experiment. J Health Commun. 2014;19(4):413\u201340. https:\/\/doi.org\/10.1080\/10810730.2013.811324.","journal-title":"J Health Commun"},{"issue":"6","key":"958_CR35","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1080\/07448481.2017.1322090","volume":"65","author":"CE Cunningham","year":"2017","unstructured":"Cunningham CE, Zipursky RB, Christensen BK, Bieling PJ, Madsen V, Rimas H, et al. Modeling the mental health service utilization decisions of university undergraduates: a discrete choice conjoint experiment. J Am Coll Health. 2017;65(6):389\u201399. https:\/\/doi.org\/10.1080\/07448481.2017.1322090.","journal-title":"J Am Coll Health"},{"key":"958_CR36","doi-asserted-by":"publisher","DOI":"10.1007\/s40271-024-00707-5","author":"T Ho","year":"2024","unstructured":"Ho T, Engel L, Melvin G, Le L, Le H, Mihalopoulos C. Young people\u2019s barriers and facilitators of engagement with web-based mental health interventions for anxiety and depression: a qualitative study. Patient Patient-Centered Outcomes Res. 2024. https:\/\/doi.org\/10.1007\/s40271-024-00707-5.","journal-title":"Patient Patient-Centered Outcomes Res."},{"key":"958_CR37","unstructured":"Department of Health and Aged Care. Head to Health. 2024. https:\/\/www.headtohealth.gov.au\/. Accessed 17 May 2024."},{"issue":"1","key":"958_CR38","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/j.jval.2010.10.007","volume":"14","author":"K Payne","year":"2011","unstructured":"Payne K, Fargher EA, Roberts SA, Tricker K, Elliott RA, Ratcliffe J, et al. Valuing pharmacogenetic testing services: a comparison of patients\u2019 and health care professionals\u2019 preferences. Value Health. 2011;14(1):121\u201334. https:\/\/doi.org\/10.1016\/j.jval.2010.10.007.","journal-title":"Value Health."},{"issue":"11","key":"958_CR39","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0111805","volume":"9","author":"J Veldwijk","year":"2014","unstructured":"Veldwijk J, Lambooij MS, de Bekker-Grob EW, Smit HA, de Wit GA. The effect of including an opt-out option in discrete choice experiments. PLoS ONE. 2014;9(11): e111805. https:\/\/doi.org\/10.1371\/journal.pone.0111805.","journal-title":"PLoS ONE"},{"issue":"1","key":"958_CR40","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s40271-018-0324-6","volume":"12","author":"D Campbell","year":"2019","unstructured":"Campbell D, Erdem S. Including opt-out options in discrete choice experiments: issues to consider. Patient Patient-Centered Outcomes Res. 2019;12(1):1\u201314. https:\/\/doi.org\/10.1007\/s40271-018-0324-6.","journal-title":"Patient Patient-Centered Outcomes Res."},{"issue":"1","key":"958_CR41","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.jval.2012.08.2223","volume":"16","author":"F Reed Johnson","year":"2013","unstructured":"Reed Johnson F, Lancsar E, Marshall D, Kilambi V, M\u00fchlbacher A, Regier DA, et al. Constructing experimental designs for discrete-choice experiments: report of the ISPOR Conjoint Analysis Experimental Design Good Research Practices Task Force. Value Health. 2013;16(1):3\u201313. https:\/\/doi.org\/10.1016\/j.jval.2012.08.2223.","journal-title":"Value Health."},{"issue":"3","key":"958_CR42","doi-asserted-by":"publisher","DOI":"10.2196\/24387","volume":"23","author":"J Borghouts","year":"2021","unstructured":"Borghouts J, Eikey E, Mark G, De Leon C, Schueller SM, Schneider M, et al. Barriers to and facilitators of user engagement with digital mental health interventions: systematic review. J Med Internet Res. 2021;23(3): e24387. https:\/\/doi.org\/10.2196\/24387.","journal-title":"J Med Internet Res"},{"issue":"1","key":"958_CR43","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1016\/j.jbct.2022.12.002","volume":"33","author":"T Kodish","year":"2023","unstructured":"Kodish T, Schueller SM, Lau AS. Barriers and strategies to improve digital mental health intervention uptake among college students of color: a modified Delphi study. J Behav Cogn Ther. 2023;33(1):10\u201323. https:\/\/doi.org\/10.1016\/j.jbct.2022.12.002.","journal-title":"J Behav Cogn Ther."},{"issue":"3","key":"958_CR44","doi-asserted-by":"publisher","first-page":"350","DOI":"10.1002\/hec.3846","volume":"28","author":"MF Jonker","year":"2019","unstructured":"Jonker MF, Donkers B, de Bekker-Grob E, Stolk EA. Attribute level overlap (and color coding) can reduce task complexity, improve choice consistency, and decrease the dropout rate in discrete choice experiments. Health Econ. 2019;28(3):350\u201363. https:\/\/doi.org\/10.1002\/hec.3846.","journal-title":"Health Econ"},{"issue":"6","key":"958_CR45","doi-asserted-by":"publisher","first-page":"959","DOI":"10.1017\/S0033291702006074","volume":"32","author":"RC Kessler","year":"2002","unstructured":"Kessler RC, Andrews G, Colpe LJ, Hiripi E, Mroczek DK, Normand SLT, et al. Short screening scales to monitor population prevalences and trends in non-specific psychological distress. Psychol Med. 2002;32(6):959\u201376. https:\/\/doi.org\/10.1017\/S0033291702006074.","journal-title":"Psychol Med"},{"issue":"2","key":"958_CR46","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1007\/s40271-024-00672-z","volume":"17","author":"NB Campoamor","year":"2024","unstructured":"Campoamor NB, Guerrini CJ, Brooks WB, Bridges JFP, Crossnohere NL. Pretesting discrete-choice experiments: a guide for researchers. Patient Patient-Centered Outcomes Res. 2024;17(2):109\u201320. https:\/\/doi.org\/10.1007\/s40271-024-00672-z.","journal-title":"Patient Patient-Centered Outcomes Res."},{"issue":"3","key":"958_CR47","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1177\/002224379303000303","volume":"30","author":"J Swait","year":"1993","unstructured":"Swait J, Louviere J. The role of the scale parameter in the estimation and comparison of multinomial logit models. J Mark Res. 1993;30(3):305\u201314.","journal-title":"J Mark Res"},{"issue":"4","key":"958_CR48","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1016\/j.jval.2016.04.004","volume":"19","author":"AB Hauber","year":"2016","unstructured":"Hauber AB, Gonz\u00e1lez JM, Groothuis-Oudshoorn CG, Prior T, Marshall DA, Cunningham C, et al. Statistical methods for the analysis of discrete choice experiments: a report of the ISPOR conjoint analysis good research practices task force. Value Health. 2016;19(4):300\u201315. https:\/\/doi.org\/10.1016\/j.jval.2016.04.004.","journal-title":"Value Health."},{"key":"958_CR49","unstructured":"Department of Health and Aged Care. Better Access initiative. 2024. https:\/\/www.health.gov.au\/our-work\/better-access-initiative. Accessed 17 Apr 2024."},{"key":"958_CR50","doi-asserted-by":"publisher","first-page":"759","DOI":"10.3389\/fpsyt.2019.00759","volume":"10","author":"S Garrido","year":"2019","unstructured":"Garrido S, Millington C, Cheers D, Boydell K, Schubert E, Meade T, et al. What works and what doesn\u2019t work? A systematic review of digital mental health interventions for depression and anxiety in young people. Front Psychiatry. 2019;10:759. https:\/\/doi.org\/10.3389\/fpsyt.2019.00759.","journal-title":"Front Psychiatry."},{"issue":"4","key":"958_CR51","doi-asserted-by":"publisher","DOI":"10.2196\/jmir.2084","volume":"14","author":"M Sucala","year":"2012","unstructured":"Sucala M, Schnur JB, Constantino MJ, Miller SJ, Brackman EH, Montgomery GH. The therapeutic relationship in e-therapy for mental health: a systematic review. J Med Internet Res. 2012;14(4): e110. https:\/\/doi.org\/10.2196\/jmir.2084.","journal-title":"J Med Internet Res"},{"issue":"5","key":"958_CR52","doi-asserted-by":"publisher","first-page":"511","DOI":"10.1080\/10503307.2015.1119908","volume":"27","author":"T Berger","year":"2017","unstructured":"Berger T. The therapeutic alliance in internet interventions: a narrative review and suggestions for future research. Psychother Res. 2017;27(5):511\u201324. https:\/\/doi.org\/10.1080\/10503307.2015.1119908.","journal-title":"Psychother Res"},{"issue":"1","key":"958_CR53","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1186\/s13033-022-00553-8","volume":"16","author":"ML Chatterton","year":"2022","unstructured":"Chatterton ML, Marangu E, Clancy EM, Mackay M, Gu E, Moylan S, et al. Telehealth service delivery in an Australian regional mental health service during COVID-19: a mixed methods analysis. Int J Ment Heal Syst. 2022;16(1):43. https:\/\/doi.org\/10.1186\/s13033-022-00553-8.","journal-title":"Int J Ment Heal Syst"},{"key":"958_CR54","doi-asserted-by":"publisher","DOI":"10.3389\/fdgth.2022.840169","volume":"4","author":"M Woerner","year":"2022","unstructured":"Woerner M, Sams N, Rivera Nales C, Gorstein T, Johnson M, Mosser BA, et al. Generational perspectives on technology\u2019s role in mental health care: a survey of adults with lived mental health experience. Front Digit Health. 2022;4: 840169. https:\/\/doi.org\/10.3389\/fdgth.2022.840169.","journal-title":"Front Digit Health."},{"issue":"7","key":"958_CR55","doi-asserted-by":"publisher","first-page":"661","DOI":"10.1136\/archdischild-2011-300603","volume":"97","author":"DS Hargreaves","year":"2012","unstructured":"Hargreaves DS, Viner RM. Children\u2019s and young people\u2019s experience of the National Health Service in England: a review of national surveys 2001\u20132011. Arch Dis Child. 2012;97(7):661. https:\/\/doi.org\/10.1136\/archdischild-2011-300603.","journal-title":"Arch Dis Child"},{"issue":"7","key":"958_CR56","doi-asserted-by":"publisher","first-page":"861","DOI":"10.1586\/ern.12.63","volume":"12","author":"R Johansson","year":"2012","unstructured":"Johansson R, Andersson G. Internet-based psychological treatments for depression. Expert Rev Neurother. 2012;12(7):861\u20139. https:\/\/doi.org\/10.1586\/ern.12.63.","journal-title":"Expert Rev Neurother"},{"key":"958_CR57","unstructured":"Bassilios B, Morgan A, Tan A, Ftanou M, Krysinska K, Le L, et al. Literature review of effectiveness of supported digital mental health interventions (DMHIs). 2022."},{"issue":"7","key":"958_CR58","doi-asserted-by":"publisher","DOI":"10.2196\/16949","volume":"5","author":"H Eccles","year":"2021","unstructured":"Eccles H, Nannarone M, Lashewicz B, Attridge M, Marchand A, Aiken A, et al. Barriers to the use of web-based mental health programs for preventing depression: qualitative study. JMIR Formative Res. 2021;5(7): e16949. https:\/\/doi.org\/10.2196\/16949.","journal-title":"JMIR Formative Res."},{"issue":"3","key":"958_CR59","doi-asserted-by":"publisher","DOI":"10.2196\/11224","volume":"21","author":"R Smail-Crevier","year":"2019","unstructured":"Smail-Crevier R, Powers G, Noel C, Wang J. Health-related internet usage and design feature preference for e-mental health programs among men and women. J Med Internet Res. 2019;21(3): e11224. https:\/\/doi.org\/10.2196\/11224.","journal-title":"J Med Internet Res"},{"issue":"4","key":"958_CR60","doi-asserted-by":"publisher","first-page":"249","DOI":"10.2165\/11539650-000000000-00000","volume":"3","author":"D Marshall","year":"2010","unstructured":"Marshall D, Bridges JF, Hauber B, Cameron R, Donnalley L, Fyie K, et al. Conjoint analysis applications in health\u2014how are studies being designed and reported?: an update on current practice in the published literature between 2005 and 2008. Patient Patient-Centered Outcomes Res. 2010;3(4):249\u201356. https:\/\/doi.org\/10.2165\/11539650-000000000-00000.","journal-title":"Patient Patient-Centered Outcomes Res."},{"key":"958_CR61","doi-asserted-by":"publisher","unstructured":"Ho TQA, Le LK-D, Engel L, Le N, Melvin G, Le HND, et al. Barriers to and facilitators of user engagement with web-based mental health interventions in young people: a systematic review. Eur Child Adolesc Psychiatry. 2024. https:\/\/doi.org\/10.1007\/s00787-024-02386-x.","DOI":"10.1007\/s00787-024-02386-x"},{"key":"958_CR62","unstructured":"Orme B. Sample size issues for conjoint analysis studies. Sequim: Sawtooth Software Technical Paper. 1998."},{"issue":"10","key":"958_CR63","doi-asserted-by":"publisher","DOI":"10.2196\/32365","volume":"23","author":"D Szinay","year":"2021","unstructured":"Szinay D, Cameron R, Naughton F, Whitty JA, Brown J, Jones A. Understanding uptake of digital health products: methodology tutorial for a discrete choice experiment using the Bayesian efficient design. J Med Internet Res. 2021;23(10): e32365. https:\/\/doi.org\/10.2196\/32365.","journal-title":"J Med Internet Res"},{"issue":"10","key":"958_CR64","doi-asserted-by":"publisher","first-page":"1092","DOI":"10.1001\/archinte.166.10.1092","volume":"166","author":"RL Spitzer","year":"2006","unstructured":"Spitzer RL, Kroenke K, Williams JB, L\u00f6we B. A brief measure for assessing generalized anxiety disorder: the GAD-7. Arch Intern Med. 2006;166(10):1092\u20137. https:\/\/doi.org\/10.1001\/archinte.166.10.1092.","journal-title":"Arch Intern Med"},{"key":"958_CR65","doi-asserted-by":"publisher","first-page":"509","DOI":"10.3928\/0048-5713-20020901-06","volume":"32","author":"K Kroenke","year":"2002","unstructured":"Kroenke K, Spitzer R. The PHQ-9: a new depression diagnostic and severity measure. Psychiatr Ann. 2002;32:509\u201321. https:\/\/doi.org\/10.3928\/0048-5713-20020901-06.","journal-title":"Psychiatr Ann"}],"container-title":["Applied Health Economics and Health Policy"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40258-025-00958-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s40258-025-00958-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40258-025-00958-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,16]],"date-time":"2025-06-16T01:52:40Z","timestamp":1750038760000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s40258-025-00958-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,28]]},"references-count":65,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2025,7]]}},"alternative-id":["958"],"URL":"https:\/\/doi.org\/10.1007\/s40258-025-00958-9","relation":{},"ISSN":["1175-5652","1179-1896"],"issn-type":[{"value":"1175-5652","type":"print"},{"value":"1179-1896","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3,28]]},"assertion":[{"value":"23 February 2025","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 March 2025","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"Open Access funding enabled and organized by CAUL and its Member Institutions. This study was funded by Deakin University through Deakin University Postgraduate Research Scholarship.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Funding"}},{"value":"Thi Quynh Anh Ho, Lidia Engel, Long Khanh-Dao Le, Cathrine Mihalopoulos contributed to the study conception. All authors contributed to the study design. Material preparation, data collection and analysis were performed by Thi Quynh Anh Ho and supervised by Lidia Engel, Jemimah Ride, Long Khanh-Dao Le, Glenn Melvin, Ha N.D. Le, Cathrine Mihalopoulos. The first draft of the manuscript was written by Thi Quynh Anh Ho and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Author contributions"}},{"value":"The author confirms that all data generated or analysed during this study are included in this published article.","order":5,"name":"Ethics","group":{"name":"EthicsHeading","label":"Data availability"}},{"value":"This study received ethics approval (ID 2023-186) from the Deakin University Human Research Ethics Committee.","order":6,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval"}},{"value":"Informed consent was obtained from all individual participants included in the study.","order":7,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent to participate"}},{"value":"Participants provided informed consent for the findings of the study to be published.","order":8,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}},{"value":"Not applicable.","order":9,"name":"Ethics","group":{"name":"EthicsHeading","label":"Code availability"}}]}}