Identifying and selecting the common elements of evidence based interventions: a distillation and matching model
Abstract
A model is proposed whereby the intervention literature can be empirically factored or distilled to derive profiles from evidence-based approaches. The profiles can then be matched to individual clients based on consideration of their target problems, as well as demographic and contextual factors. Application of the model is illustrated by an analysis of the youth treatment literature. Benefits of the model include its potential to facilitate improved understanding of similarities and differences among treatments, to guide treatment selection and matching to clients, to address gaps in the literature, and to point to possibilities for new interventions based on the current research base.
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Core elements promote clinician judgment, coupled with broad guidelines, to flexibly select interventions to fit client profiles; provide strategies to select interventions for comorbid clients for whom no dedicated manuals exist; and avail a few intervention modules to apply across numerous clients.
“Regarding sustainability, core elements promote clinician judgment, coupled with broad guidelines, to flexibly select interventions to fit client profiles [39]; provide strategies to select interventions for comorbid clients for whom no dedicated manuals exist [37,40]; and avail a few intervention modules to apply across numerous clients [34,36].”
From Family Support Protocol for Adolescent Internalizing Disorders: Protocol for a Pre-Post Quantitative Treatment Development Study (2024) · cites this paper as [36]
People respond to different components of treatment and are likely to benefit from exposure to multiple practice elements.
“People respond to different components of treatment and are therefore likely to benefit from exposure to multiple practice elements”
From Uptake and usage of IntelliCare: A publicly available suite of mental health and well-being apps (2016) · cites this paper as Chorpita et al., 2005
Years of research have identified a multitude of behavioral and psychological components that contribute to depression and anxiety and many effective strategies for treatment and prevention.
“Years of research have identified a multitude of behavioral and psychological components (including activity, cognition, and emotion regulation) that contribute to depression and anxiety and many effective strategies for treatment and prevention (e.g. activity tracking, cognitive restructuring, seeking social support).”
From Uptake and usage of IntelliCare: A publicly available suite of mental health and well-being apps (2016) · cites this paper as Chorpita et al., 2005
Chorpita et al. (2005) have described diverse strategies found in evidence-based treatments as practice elements.
“Chorpita et al. (2005) have described these diverse strategies found in evidence-based treatments as practice elements.”
From Uptake and usage of IntelliCare: A publicly available suite of mental health and well-being apps (2016) · cites this paper as Chorpita et al., 2005
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Guerrini Usubini, A., Cattivelli, R., Giusti, E. M., Riboni, F. V., Varallo, G., Pietrabissa, G., Manzoni, G. M., Consoli, S., Bastoni, I., Granese, V., et al. (2021) · Trials · doi:10.1186/s13063-021-05191-y · Cited by 14 · see citing works
Hogue, A., Dauber, S., Bobek, M., Jensen-Doss, A., & Henderson, C. E. (2019) · Implementation Science · doi:10.1186/s13012-019-0874-6 · Cited by 11 · see citing works
Research Network on Youth Mental Health, Park, A. L., Tsai, K. H., Guan, K., Reding, M. E. J., Chorpita, B. F., & Weisz, J. R. (2016) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-015-0625-1 · Cited by 10 · see citing works
Self-citationToozandehjani, H., Beheshtian, E., & Saffarian Tousi, M. (2020) · Journal of Nursing and Midwifery Sciences · doi:10.4103/jnms.jnms_29_19 · Cited by 4 · see citing works
“Treatment method the MCBT group received 12 sessions (each session 90 min twice a week)[26] and BA treatment 8 sessions (each session 90 min once a week).[27] The control group did not receive treatment during this stage.”
MethodHogue, A., Bobek, M., Porter, N. P., MacLean, A., Henderson, C. E., Jensen-Doss, A., Diamond, G. M., Southam-Gerow, M. A., & Ehrenreich-May, J. (2024) · JMIR Research Protocols · doi:10.2196/64332 · Cited by 2 · see citing works
- Authors
- Chorpita, B. F., Daleiden, E. L., & Weisz, J. R.
- Affiliations
- University of Hawaiʻi at Mānoa (US)
- Hawaii Department of Health (US)
- University of California, Los Angeles (US)
- Corresponding author
- Chorpita, Bruce F.
- Venue
- Mental Health Services Research
- Published
- 2005-03
- Volume
- 7
- Issue
- 1
- Pages
- 5-20
- ISSN
- 1522-3434 (ISSN-L)
- 1573-6636
- OpenAlex
- W2171464520
- Cited by
- 717
- References
- 45
- Citations by year
- 2026: 31 · 2025: 23 · 2024: 27 · 2023: 47 · 2022: 69 · 2021: 57 · 2020: 59 · 2019: 55 · 2018: 46 · 2017: 29 · 2016: 41 · 2015: 35 · 2014: 34 · 2013: 38 · 2012: 23
- FWCI
- 16.18
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Mental Health Services Research (publishedVersion)
- PubMed (publishedVersion)
- Funders
- John D. and Catherine T. MacArthur Foundation
- Topics
- Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Social Sciences › Psychology › Clinical Psychology › Psychiatric care and mental health services
- Keywords
- evidence-based interventions, treatment selection, treatment matching, treatment gap, intervention development
- MeSH terms
- Mental Disorders, Humans, Practice Patterns, Physicians', Psychotherapy, Evidence-Based Medicine
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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.
Statistics and arithmetic are recomputed, not judged.
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