Evidence map›Paper›PMID 40155590›Full record

ArticleApplied health economics and health policy2025

Young People's Preferences for Web-Based Mental Health Interventions for Managing Anxiety and Depression: A Discrete Choice Experiment.

Thi Quynh Anh Ho, Lidia Engel, Jemimah Ride, Long Khanh-Dao Le, Glenn Melvin, Ha N D Le, Cathrine Mihalopoulos

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Article in Applied health economics and health policy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

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0cells of the map it votes in
4citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Thi Quynh Anh HoInstitute of Health Transformation, Deakin Health Economics, School of Health and Social Development, Deakin University, Melbourne, VIC, Australia. tqho@deakin.edu.au.ORCID 0009-0007-5535-2352
Lidia EngelMonash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
Jemimah RideMonash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
Long Khanh-Dao LeMonash University Health Economics Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
Glenn MelvinSchool of Psychology, Deakin University, Melbourne, VIC, Australia.
Ha N D Le *Institute of Health Transformation, Deakin Health Economics, School of Health and Social Development, Deakin University, Melbourne, VIC, Australia.
Cathrine Mihalopoulos *Institute of Health Transformation, Deakin Health Economics, School of Health and Social Development, Deakin University, Melbourne, VIC, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveAnxiety and depression are prevalent in young people. Web-based mental health interventions (W-MHIs) have the potential to reduce anxiety and depression, yet the level of engagement remains low. This study aims to elicit young people's preferences towards W-MHIs and the relative importance of intervention attributes in influencing choice.

methodsA discrete choice experiment (DCE) was conducted online among young people aged 18-25 years who lived in Australia, self-reported experiences of anxiety and/or depression in the past 12 months and had an intention to use W-MHIs and/or previous experience with W-MHIs for managing anxiety and/or depression. Participants were recruited via social media and Deakin University notice boards. The DCE design comprised six attributes, including out-of-pocket cost, access to trained instructors (e.g., therapists, coaches) to help users stay engaged with the intervention, total time required to complete the intervention, initial screening, quizzes within the W-MHIs to check user's understanding about the intervention content, and communication with other users. The DCE design consisted of three blocks, each with eight unlabelled choice tasks, each with two alternatives. Data were analysed using a mixed logit model.

resultsOne hundred ninety-nine participants completed the DCE (mean age: 21.43 ± 2.29 years, 64.32% female). Lower cost, access to instructors, and moderate time required to complete the intervention (5 h) were significant facilitators. The W-MHIs including audio- or video-call access to instructors were 23 percentage points more likely to be chosen than those without and W-MHI with a moderate completion time (5 h) was 18 percentage points more likely to be chosen than one with a shorter time (2 h).

conclusionOur results highlight that low-cost W-MHIs with access to trained instructors and moderate completion time could increase uptake. More research is required to confirm these findings and examine whether these preferences vary across different population characteristics.

Indexed as

AnxietyChoice BehaviorDepressionInternet-Based InterventionPatient PreferenceAdolescentAdultAustraliaFemaleHumansInternetMaleSurveys and QuestionnairesYoung Adult

Identifiers

PMID40155590
PMCPMC12170702

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LicenceCC BY-NC
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.