Adolescents’ Reactions to Universal and Indicated Prevention Programs for Depression: Perceived Stigma and Consumer Satisfaction
Abstract
There is a common view that one of the major considerations in selecting between universal and indicated interventions is the marked stigma produced by the latter. However, to date there has been no empirical examination of this assumption. The current study examined reported stigma and program satisfaction following two school-based interventions aimed at preventing depression in 532 middle adolescents. The interventions were conducted either across entire classes by classroom teachers (universal delivery) or in small high risk groups by mental health professionals (indicated delivery). The indicated delivery was associated with significantly greater levels of perceived stigma, but effect sizes were small and neither program was associated with marked stigma in absolute terms. Perceived stigma was more strongly associated with aspects of the individual including being male and showing greater externalizing symptomatology. In contrast, the indicated program was evaluated more positively by both participants and program leaders and effect sizes for these measures of satisfaction were moderate to large. The results point to the need for further empirical evaluation of both perceived stigma and program satisfaction in providing balanced considerations of the value of indicated and universal programs.
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Help-seeking is known to be associated with a self-selection bias.
“As help-seeking is known to be associated with a self-selection bias, there is an urgent need to offer help at very early stages even before individuals actively seek help while keeping the advantages of targeted prevention [26, 32].”
From Efficacy of a transdiagnostic Internet prevention approach in adolescents (EMPATIA study): study protocol of a randomized controlled trial (2024) · cites this paper as [32]
Cites
The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267 · see citing works
Cognitive Therapy for Depression
(2012) · PsycEXTRA Dataset · doi:10.1037/e675542012-001 · Cited by 9,678 · see citing works
(1996) · Cited by 6,884 · see citing works
Cognitive Therapy of Depression
HOLLON, S. D., & BECK, A. T. (1979) · Cognitive-Behavioral Interventions · doi:10.1016/b978-0-12-404480-7.50012-5 · Cited by 4,685 · see citing works
Children’s Depression Inventory (CDI)
Kovacs, M. (2011) · Springer eBooks · doi:10.1007/978-0-387-79061-9_4285 · Cited by 3,885 · see citing works
Reducing Risks for Mental Disorders: Frontiers for Preventive Intervention Research
(1994) · doi:10.17226/2139 · Cited by 2,073 · see citing works
Charbonneau, D. H. (2005) · Europe PMC (PubMed Central) · Cited by 2,041 · see citing works
A measure of anxiety symptoms among children
Spence, S. H. (1998) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(98)00034-5 · Cited by 1,928 · see citing works
Self-citationRating scales to assess depression in school-aged children.
Kovács, M. (1981) · PubMed · Cited by 1,924 · see citing works
The burden of disease and injury in Australia 2003
Begg, S. J., Vos, T., Barker, B. M., Stevenson, C., Stanley, L., & López, A. D. (2007) · Deakin Research Online (Deakin University) · Cited by 1,285 · see citing works
Hs, H. (1978) · PubMed · Cited by 1,057 · see citing works
The prevention of mental disorders in school-aged children: Current state of the field.
Greenberg, M. T., Domitrovich, C. E., & Bumbarger, B. K. (2001) · Prevention & Treatment · doi:10.1037/1522-3736.4.1.41a · Cited by 823 · see citing works
Clarke, G. N., Hawkins, W., Murphy, M., Sheeber, L. B., Lewinsohn, P. M., & Seeley, J. R. (1995) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199503000-00016 · Cited by 672 · see citing works
The Child Behavior Profile: II. Boys aged 12-16 and girls aged 6-11 and 12-16.
Achenbach, T. M., & EDELBROCK, C. S. (1979) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.47.2.223 · Cited by 643 · see citing works
The Child Behavior Profile: II. Boys aged 12–16 and girls aged 6–11 and 12–16.
Achenbach, T. M., & EDELBROCK, C. S. (1979) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.47.2.223 · Cited by 596 · see citing works
Prevention of depressive symptoms in school children
Jaycox, L. H., Reivich, K. J., Gillham, J., & Seligman, M. E. P. (1994) · Behaviour Research and Therapy · doi:10.1016/0005-7967(94)90160-0 · Cited by 561 · see citing works
Fendrich, M., Weissman, M. M., & Warner, V. (1990) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a115529 · Cited by 531 · see citing works
Heinrichs, N., Bertram, H., Kuschel, A., & Hahlweg, K. (2005) · Prevention Science · doi:10.1007/s11121-005-0006-1 · Cited by 446 · see citing works
The Efficacy of a Universal School-Based Program to Prevent Adolescent Depression
Shochet, I. M., Dadds, M. R., Holland, D. E., Whitefield, K., Harnett, P. H., & Osgarby, S. M. (2001) · Journal of Clinical Child & Adolescent Psychology · doi:10.1207/s15374424jccp3003_3 · Cited by 372 · see citing works
HINSHAW, S. P., & CICCHETTI, D. (2000) · Development and Psychopathology · doi:10.1017/s0954579400004028 · Cited by 311 · see citing works
Lowry-Webster, H. M., Barrett, P. M., & Dadds, M. R. (2001) · Behaviour Change · doi:10.1375/bech.18.1.36 · Cited by 307 · see citing works
Merry, S. N., McDowell, H. H., Hetrick, S. E., Bir, J. J., & Muller, N. (2004) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd003380.pub2 · Cited by 284 · cited 3× · see citing works
“…this stage seems to favor indicated programs and many authors have agreed that the cost savings found with indicated programs makes these the most cost-effective methods of program delivery for the prevention of adolescent depression (Andrews et al., 2002; Clarke et al., 1995; Merry et al., 2004).”
BackgroundPreventing adolescent depression: An evaluation of the Problem Solving For Life program.
Spence, S. H., Sheffield, J. K., & Donovan, C. L. (2003) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.71.1.3 · Cited by 282 · see citing works
Self-citationWahl, O. F., & Harman, C. (1989) · Schizophrenia Bulletin · doi:10.1093/schbul/15.1.131 · Cited by 280 · see citing works
Schniering, C. A., & Rapee, R. M. (2002) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(02)00022-0 · Cited by 276 · see citing works
Self-citationOfford, D. R., KRAEMER, H. C., Kazdin, A. E., Jensen, P. S., & Harrington, R. (1998) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199807000-00007 · Cited by 251 · see citing works
A Randomized Placebo-Controlled Trial of a School-Based Depression Prevention Program
Merry, S., McDOWELL, H., Wild, C. J., Bir, J., & Cunliffe, R. (2004) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200405000-00007 · Cited by 249 · cited 3× · see citing works
“…this stage seems to favor indicated programs and many authors have agreed that the cost savings found with indicated programs makes these the most cost-effective methods of program delivery for the prevention of adolescent depression (Andrews et al., 2002; Clarke et al., 1995; Merry et al., 2004).”
BackgroundDeviant Peer Influences in Intervention and Public Policy for Youth
Dodge, K. A., Dishion, T. J., & Lansford, J. E. (2006) · Child Policy Nexus · doi:10.1002/j.2379-3988.2006.tb00046.x · Cited by 201 · see citing works
Sheffield, J. K., Spence, S. H., Rapee, R. M., Kowalenko, N., Wignall, A., Davis, A., & McLoone, J. (2006) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.74.1.66 · Cited by 175 · see citing works
Self-citationLong-Term Outcome of a School-Based, Universal Approach to Prevention of Depression in Adolescents.
Spence, S. H., Sheffield, J. K., & Donovan, C. L. (2005) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.73.1.160 · Cited by 137 · see citing works
Self-citationWells, J. E., Robins, L. N., Bushnell, J., Jarosz, D. A., & Oakley‐Browne, M. (1994) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/bf00802012 · Cited by 136 · see citing works
School-Based Prevention of Depressive Symptoms in Adolescents: A 6-Month Follow-up
Pössel, P., Horn, A. B., Groen, G., & Hautzinger, M. (2004) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/01.chi.0000126975.56955.98 · Cited by 136 · see citing works
Moos, R. H. (2005) · Addiction · doi:10.1111/j.1360-0443.2005.01073.x · Cited by 119 · see citing works
Service utilisation for anxiety in an Australian community sample
Issakidis, C., & Andrews, G. (2002) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s001270200009 · Cited by 118 · see citing works
A study of the generation-of-alternatives process in social problem solving
D’Zurilla, T. J., & Nezu, A. M. (1980) · Cognitive Therapy and Research · doi:10.1007/bf01173355 · Cited by 84 · see citing works
The reluctance to seek treatment for neurotic disorders
Bebbington, P. (2000) · Journal of Mental Health · doi:10.1080/jmh.9.3.319.327 · Cited by 68 · see citing works
Preventing major depression in young people
Andrews, G., Szabó, M., & Burns, J. M. (2002) · The British Journal of Psychiatry · doi:10.1192/bjp.181.6.460 · Cited by 64 · see citing works
The reluctance to seek treatment for neurotic disorders
Meltzer, H., Bebbington, P., Brugha, T. S., Farrell, M., Jenkins, R., & Lewis, G. (2000) · Journal of Mental Health · doi:10.1080/713680243 · Cited by 62 · see citing works
Short-term Effectiveness of a School-based Early Intervention Program for Adolescent Depression
Kowalenko, N., Rapee, R. M., Simmons, J., Wignall, A., Hoge, R., Whitefield, K., Starling, J., Stonehouse, R., & Baillie, A. (2005) · Clinical Child Psychology and Psychiatry · doi:10.1177/1359104505056311 · Cited by 60 · see citing works
Self-citationThe prevention of depression in children and adolescents
Roberts, C. M. (1999) · Australian Psychologist · doi:10.1080/00050069908257425 · Cited by 49 · see citing works
The ACE program: working with schools to promote emotional health and prevent depression
Kowalenko, N., Wignall, A., Rapee, R. M., Simmons, J. M., Whitefield, K., & Stonehouse, R. (2002) · Cited by 14 · see citing works
Self-citationScale for Suicide Ideation: Psychometric properties of a self-report version
Beck, A. T., Steer, R. A., & Ranieri, W. F. (1988) · Journal of Clinical Psychology · doi:10.1002/1097-4679(198807)44:4
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Topper, M., Emmelkamp, P. M. G., Watkins, E., & Ehring, T. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2016.12.015 · Cited by 254 · see citing works
Lee, Y. Y., Barendregt, J. J., Stockings, E. A., Ferrari, A. J., Whiteford, H. A., Patton, G. A., & Mihalopoulos, C. (2017) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796016000469 · Cited by 85 · see citing works
Schmitt, J. C., Valiente, R. M., García-Escalera, J., Arnáez, S., Espinosa, V., Sandín, B., & Chorot, P. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19095365 · Cited by 45 · see citing works
Sandín, B., García-Escalera, J., Valiente, R. M., Espinosa, V., & Chorot, P. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17228306 · Cited by 43 · see citing works
García-Escalera, J., Chorot, P., Sandín, B., Ehrenreich-May, J., Prieto, A., & Valiente, R. M. (2019) · Child & Youth Care Forum · doi:10.1007/s10566-018-9471-0 · Cited by 29 · see citing works
Rith-Najarian, L. R., Chorpita, B. F., Gong-Guy, E., Hammons, H. R., & Chavira, D. A. (2022) · Journal of American College Health · doi:10.1080/07448481.2020.1869749 · Cited by 9 · see citing works
Lim, P. C., Lim, Y. L., Rajah, R., & Zainal, H. (2025) · BMC Digital Health · doi:10.1186/s44247-025-00150-y · Cited by 8 · see citing works
Hirsig, A., Häfeli, X. A., & Schmidt, S. J. (2024) · Trials · doi:10.1186/s13063-024-08241-3 · Cited by 2 · see citing works
“…have shown the potential to reduce subclinical symptoms or even prevent the onset of a mental disorder in help-seeking and community samples [28–31] with a relatively good benefit–cost ratio and with high participant satisfaction by allocating resources to those reporting a need for it [26, 32].”
Background
- Authors
- Rapee, R. M., Wignall, A., Sheffield, J., Kowalenko, N., Davis, A., McLoone, J., & Spence, S. H.
- Affiliations
- Macquarie University (AU)
- Northern Sydney Local Health District (AU)
- The University of Queensland (AU)
- Royal North Shore Hospital (AU)
- Corresponding author
- Rapee, Ronald M.
- Venue
- Prevention Science
- Published
- 2006-05-17
- Volume
- 7
- Issue
- 2
- Pages
- 167-177
- ISSN
- 1389-4986 (ISSN-L)
- 1573-6695
- OpenAlex
- W1970120483
- Cited by
- 87
- References
- 42
- Citations by year
- 2026: 2 · 2025: 6 · 2024: 8 · 2023: 2 · 2022: 7 · 2021: 3 · 2020: 4 · 2019: 3 · 2018: 5 · 2017: 5 · 2016: 9 · 2015: 4 · 2014: 6 · 2013: 7 · 2012: 5
- FWCI
- 0.43
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Prevention Science (publishedVersion)
- PubMed (publishedVersion)
- Griffith Research Online (submittedVersion)
- Funders
- National Health and Medical Research Council
- National Medical Research Council
- Topics
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Health Sciences › Health Professions › Speech and Hearing › School Health and Nursing Education
- Keywords
- adolescent depression, depression prevention, universal prevention programs, perceived stigma, program satisfaction, school-based intervention, middle adolescence, externalizing problems, gender differences
- MeSH terms
- Adolescent, Adolescent Behavior, Consumer Behavior, Depression, Humans, Mental Health Services, Preventive Health Services, Stereotyping
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