An Upper Limit to Youth Psychotherapy Benefit? A Meta-Analytic Copula Approach to Psychotherapy Outcomes
Open accessAbstract
Across 50 years of research, extensive efforts have been made to improve the effectiveness of psychotherapies for children and adolescents. Yet recent evidence shows no significant improvement in youth psychotherapy outcomes. In other words, efforts to improve the general quality of therapy models do not appear to have translated directly into improved outcomes. We used multilevel meta-analytic data from 502 randomized controlled trials to generate a bivariate copula model predicting effect size as therapy quality approaches infinity. Our results suggest that even with a therapy of perfect quality, achieved effect sizes may be modest. If therapy quality and therapy outcome share a correlation of .20 (a somewhat optimistic assumption given the evidence we review), a therapy of perfect quality would produce an effect size of Hedges’s g = 0.83. We suggest that youth psychotherapy researchers complement their efforts to improve psychotherapy quality by investigating additional strategies for improving outcomes.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The overall effect of psychotherapeutic interventions on mental health outcomes is moderate.
“Whilst it has been shown that psychotherapeutic interventions provide some reduction in the burden of mental disorders compared to untreated YP [20, 21], their overall effect on mental health outcomes is moderate [22, 23].”
Cites
R: A Language and Environment for Statistical Computing
R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,706 · see citing works
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · see citing works
A Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7
Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Löwe, B. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.10.1092 · Cited by 31,765 · see citing works
Effect size estimates: Current use, calculations, and interpretation.
Fritz, C. O., Morris, P. E., & Richler, J. J. (2012) · Journal of Experimental Psychology: General · doi:10.1037/a0024338 · Cited by 5,199 · see citing works
The empirical status of cognitive-behavioral therapy: A review of meta-analyses
Butler, A. C., Chapman, J. E., Forman, E. M., & Beck, A. T. (2006) · Clinical Psychology Review · doi:10.1016/j.cpr.2005.07.003 · Cited by 3,215 · see citing works
Evidence-based practice in psychology.
American Psychological Association (2006) · American Psychologist · doi:10.1037/0003-066x.61.4.271 · Cited by 2,478 · see citing works
fitdistrplus : An R Package for Fitting Distributions
Delignette‐Muller, M. L., & Dutang, C. (2015) · Journal of Statistical Software · doi:10.18637/jss.v064.i04 · Cited by 2,391 · see citing works
Elkin, I. (1989) · Archives of General Psychiatry · doi:10.1001/archpsyc.1989.01810110013002 · Cited by 2,300 · see citing works
Empirically supported psychological interventions: Controversies and evidence
Chambless, D. L., & Ollendick, T. H. (2001) · Annual Review of Psychology · doi:10.1146/annurev.psych.52.1.685 · Cited by 2,097 · see citing works
Cherubini, U., Luciano, E., & Vecchiato, W. (2004) · Wiley eBooks · doi:10.1002/9781118673331 · Cited by 2,043 · see citing works
Rebooting psychotherapy research and practice to reduce the burden of mental illness
Kazdin, A. E., & Blase, S. L. (2011) · Perspectives on Psychological Science · doi:10.1177/1745691610393527 · Cited by 1,254 · see citing works
Wampold, B. E., Mondin, G. W., Moody, M., Stich, F., Benson, K., & Ahn, H.-N. (1997) · Psychological Bulletin · doi:10.1037/0033-2909.122.3.203 · Cited by 1,091 · see citing works
Some implicit common factors in diverse methods of psychotherapy.
Rosenzweig, S. (1936) · American Journal of Orthopsychiatry · doi:10.1111/j.1939-0025.1936.tb05248.x · Cited by 1,042 · see citing works
Estimation of a Single Effect Size: Parametric and Nonparametric Methods
Hedges, L. V., & Olkin, I. (1985) · Statistical Methods for Meta-Analysis · doi:10.1016/b978-0-08-057065-5.50010-5 · Cited by 983 · see citing works
Psychological Treatments That Cause Harm
Lilienfeld, S. O. (2007) · Perspectives on Psychological Science · doi:10.1111/j.1745-6916.2007.00029.x · Cited by 959 · see citing works
Weisz, J. R., Weiss, B., Han, S. S., Granger, D. A., & Morton, T. (1995) · Psychological Bulletin · doi:10.1037/0033-2909.117.3.450 · Cited by 884 · see citing works
Self-citationWeisz, J. R., Kuppens, S., Ng, M. Y., Eckshtain, D., Ugueto, A. M., Vaughn-Coaxum, R., Jensen-Doss, A., Hawley, K. M., Krumholz Marchette, L. S., Chu, B. C., et al. (2017) · American Psychologist · doi:10.1037/a0040360 · Cited by 862 · cited 1× · see citing works
“Our model also collapses across multiple mental disorders, severities, and other factors; thus, the upper limit of youth psychotherapy for anxiety is likely higher than our estimate, and the upper limit for youth psychotherapy for depression or ADHD is likely lower (Weisz et al., 2017).”
BackgroundSelf-citationEthnic Disparities in Unmet Need for Alcoholism, Drug Abuse, and Mental Health Care
Wells, K., Klap, R., Koike, A., & Sherbourne, C. (2001) · American Journal of Psychiatry · doi:10.1176/appi.ajp.158.12.2027 · Cited by 773 · see citing works
Socioeconomic Status and Mental Illness: Tests of the Social Causation and Selection Hypotheses.
Hudson, C. G. (2005) · American Journal of Orthopsychiatry · doi:10.1037/0002-9432.75.1.3 · Cited by 708 · see citing works
Object-Oriented Computation of Sandwich Estimators
Zeileis, A. (2006) · Journal of Statistical Software · doi:10.18637/jss.v016.i09 · Cited by 699 · see citing works
Fitting Drought Duration and Severity with Two-Dimensional Copulas
Shiau, J. (2006) · Water Resources Management · doi:10.1007/s11269-005-9008-9 · Cited by 689 · see citing works
Therapist adherence/competence and treatment outcome: A meta-analytic review.
Webb, C. A., DeRubeis, R. J., & Barber, J. P. (2010) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0018912 · Cited by 657 · see citing works
A review of copula models for economic time series
Patton, A. J. (2012) · Journal of Multivariate Analysis · doi:10.1016/j.jmva.2012.02.021 · Cited by 587 · see citing works
Effectiveness of psychotherapy with children and adolescents: A meta-analysis for clinicians.
Weisz, J. R., Weiss, B., Alicke, M. D., & Klotz, M. L. (1987) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.55.4.542 · Cited by 581 · see citing works
Self-citationMind the gap: improving the dissemination of CBT
Shafran, R., Clark, D. M., Fairburn, C. G., Arntz, A., Barlow, D. H., Ehlers, A., Freeston, M., Garety, P. A., Hollon, S. D., Ost, L. G., et al. (2009) · Behaviour Research and Therapy · doi:10.1016/j.brat.2009.07.003 · Cited by 569 · see citing works
Dobson, K. S., Hollon, S. D., Dimidjian, S., Schmaling, K. B., Kohlenberg, R. J., Gallop, R. J., Rizvi, S. L., Gollan, J. K., Dunner, D. L., & Jacobson, N. S. (2008) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.76.3.468 · Cited by 560 · see citing works
Cuijpers, P., Sijbrandij, M., Koole, S. L., Andersson, G., Beekman, A. T., & Reynolds, C. F. (2013) · World Psychiatry · doi:10.1002/wps.20038 · Cited by 540 · see citing works
Enduring Effects for Cognitive Behavior Therapy in the Treatment of Depression and Anxiety
Hollon, S. D., Stewart, M. O., & Strunk, D. (2006) · Annual Review of Psychology · doi:10.1146/annurev.psych.57.102904.190044 · Cited by 466 · see citing works
Schleider, J. L., & Weisz, J. R. (2017) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2016.11.007 · Cited by 424 · see citing works
Self-citationTherapist effects: facilitative interpersonal skills as a predictor of therapist success.
Anderson, T., Ogles, Patterson, C. L., Lambert, M. J., & Vermeersch, D. A. (2009) · Journal of Clinical Psychology · doi:10.1002/jclp.20583 · Cited by 400 · see citing works
Smith, T. B., Rodríguez, M. M. D., & Bernal, G. (2010) · Journal of Clinical Psychology · doi:10.1002/jclp.20757 · Cited by 387 · see citing works
Evidence-Based Psychotherapies for Children and Adolescents
Cho, S.-M. (2018) · The Korean Journal of Clinical Psychology · doi:10.15842/kjcp.2018.37.4.010 · Cited by 355 · see citing works
Guidelines for Adolescent Depression in Primary Care (GLAD-PC): II. Treatment and ongoing management
Cheung, A. H., Zuckerbrot, R. A., Jensen, P. S., Ghalib, K., Laraque, D., Stein, R. E. K., & and the GLAD-PC Steering Group (2007) · Pediatrics · doi:10.1542/peds.2006-1395 · Cited by 336 · see citing works
Kim, D., Wampold, B. E., & Bolt, D. M. (2006) · Psychotherapy Research · doi:10.1080/10503300500264911 · Cited by 330 · see citing works
A Conceptual and Methodological Analysis of the Nonspecifics Argument.
DeRubeis, R. J., Brotman, M. A., & Gibbons, C. J. (2005) · Clinical Psychology: Science and Practice · doi:10.1093/clipsy.bpi022 · Cited by 310 · see citing works
Let's face facts: Common factors are more potent than specific therapy ingredients.
Messer, S. B., & Wampold, B. E. (2002) · Clinical Psychology Science and Practice · doi:10.1093/clipsy.9.1.21 · Cited by 308 · see citing works
Schölzel, C., & Friederichs, P. (2008) · Nonlinear processes in geophysics · doi:10.5194/npg-15-761-2008 · Cited by 303 · see citing works
Annual Research Review: Building a science of personalized intervention for youth mental health
Ng, M. Y., & Weisz, J. R. (2016) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12470 · Cited by 291 · see citing works
Self-citationGoldberg, S. B., Rousmaniere, T. G., Miller, S. D., Whipple, J. L., Nielsen, S. L., Hoyt, W. T., & Wampold, B. E. (2016) · Journal of Counseling Psychology · doi:10.1037/cou0000131 · Cited by 280 · see citing works
Kazdin, A. E. (2019) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12937 · Cited by 274 · see citing works
Wadsworth, M. E., & Achenbach, T. M. (2005) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.73.6.1146 · Cited by 271 · see citing works
Silverman, W. K., & Hinshaw, S. P. (2008) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374410701817725 · Cited by 263 · see citing works
Huppert, J. D., Bufka, L. F., Barlow, D. H., Gorman, J. M., Shear, M. K., & Woods, S. W. (2001) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.69.5.747 · Cited by 249 · see citing works
Let's Face Facts: Common Factors Are More Potent Than Specific Therapy Ingredients
Messer, S. B. (2002) · Clinical Psychology Science and Practice · doi:10.1093/clipsy/9.1.21 · Cited by 242 · see citing works
Evidence-Based Youth Psychotherapy in the Mental Health Ecosystem
Weisz, J. R., Ugueto, A. M., Cheron, D. M., & Herren, J. (2013) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2013.764824 · Cited by 228 · see citing works
Self-citationElements of Copula Modeling with R
Hofert, M., Ivan Kojadinovic, A., Maechler, M., et al. (2018) · Use R! · doi:10.1007/978-3-319-89635-9 · Cited by 212 · see citing works
Birmaher, B. B., Brent, D. A., & Benson, R. S. (1998) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199811000-00029 · Cited by 203 · see citing works
Psychotherapy for Children and Adolescents: Evidence-Based Treatments and Case Examples
Weisz, J. R. (2004) · doi:10.1017/cbo9780511734960 · Cited by 202 · see citing works
Self-citationAdolescent Outcomes of Childhood Disorders: The Consequences of Severity and Impairment
Costello, E. J., Angold, A. C., & Keeler, G. P. (1999) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-199902000-00010 · Cited by 199 · see citing works
Contemporary College Student Anxiety: The Role of Academic Distress, Financial Stress, and Support
Jones, P. J., Park, S. Y., & Lefevor, G. T. (2018) · Journal of College Counseling · doi:10.1002/jocc.12107 · Cited by 198 · see citing works
Self-citationJensen, A. L., & Weisz, J. R. (2002) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.70.1.158 · Cited by 189 · see citing works
Self-citationWeisz, J. R., Kuppens, S., Ng, M. Y., Vaughn-Coaxum, R. A., Ugueto, A. M., Eckshtain, D., & Corteselli, K. A. (2019) · Perspectives on Psychological Science · doi:10.1177/1745691618805436 · Cited by 180 · see citing works
Self-citationAnderson, T., McClintock, A. S., Himawan, L. K., Song, X., & Patterson, C. L. (2015) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000060 · Cited by 161 · see citing works
Using Copulas in Hydrology: Benefits, Cautions, and Issues
Dupuis, D. J. (2007) · Journal of Hydrologic Engineering · doi:10.1061/(asce)1084-0699(2007)12:4(381 · Cited by 140 · see citing works
Cognitive-behavioral therapy versus other therapies: Redux
Baardseth, T. P., Goldberg, S. B., Pace, B. T., Wislocki, A. P., Frost, N. D., Siddiqui, J. R., Lindemann, A. M., Kivlighan, D. M., Laska, K. M., Re, A. C. D., et al. (2013) · Clinical Psychology Review · doi:10.1016/j.cpr.2013.01.004 · Cited by 138 · see citing works
Boswell, J. F., Gallagher, M. W., Sauer-Zavala, S. E., Bullis, J. R., Gorman, J. M., Shear, M. K., Woods, S. W., & Barlow, D. H. (2013) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0031437 · Cited by 133 · see citing works
Therapist competence in cognitive therapy for depression: Predicting subsequent symptom change.
Strunk, D. R., Brotman, M. A., DeRubeis, R. J., & Hollon, S. D. (2010) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0019631 · Cited by 128 · see citing works
Direct comparisons of treatment modalities for youth disorders: a meta-analysis
Miller, S., Wampold, B., & Varhely, K. (2008) · Psychotherapy Research · doi:10.1080/10503300701472131 · Cited by 126 · see citing works
Park-Lee, E. Y., Lipari, R. N., Hedden, S. L., Kroutil, L. A., & Porter, J. D. (2012) · Europe PMC (PubMed Central) · Cited by 114 · see citing works
Antonuccio, D. O., Thomas, M., & Danton, W. G. (1997) · Behavior Therapy · doi:10.1016/s0005-7894(97)80043-3 · Cited by 108 · see citing works
Relative effectiveness of behavioral versus nonbehavioral child psychotherapy.
Weiss, B., & Weisz, J. R. (1995) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.63.2.317 · Cited by 100 · see citing works
Self-citationLorenzo‐Luaces, L., DeRubeis, R. J., van Straten, A., & Tiemens, B. G. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.02.010 · Cited by 96 · see citing works
Investigating the relationship between competence and patient outcome with CBT
Branson, A., Shafran, R., & Myles, P. J. (2015) · Behaviour Research and Therapy · doi:10.1016/j.brat.2015.03.002 · Cited by 81 · see citing works
Therapist effects: Clever ways to make them (and everything else) disappear
Wampold, B. E., & Bolt, D. M. (2006) · Psychotherapy Research · doi:10.1080/10503300500265181 · Cited by 78 · see citing works
Thase, M. (2007) · American Journal of Psychiatry · doi:10.1176/appi.ajp.164.5.739 · Cited by 77 · see citing works
Effects of psychotherapy training and intervention use on session outcome.
Boswell, J. F., Castonguay, L. G., & Wasserman, R. H. (2010) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0020088 · Cited by 62 · see citing works
Copula Functions for Residual Dependency
Braeken, J., Tuerlinckx, F., & Boeck, P. D. (2007) · Psychometrika · doi:10.1007/s11336-007-9005-4 · Cited by 58 · see citing works
Factor Copula Models for Item Response Data
Nikoloulopoulos, A. K., & Joe, H. (2013) · Psychometrika · doi:10.1007/s11336-013-9387-4 · Cited by 57 · see citing works
Generating Nonnormal Multivariate Data Using Copulas: Applications to SEM
Mair, P., Satorra, A., & Bentler, P. M. (2012) · Multivariate Behavioral Research · doi:10.1080/00273171.2012.692629 · Cited by 47 · see citing works
Self-citationRelative effectiveness of behavioral versus nonbehavioral child psychotherapy.
Weiss, B. H., & Weisz, J. R. (1995) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.63.2.317 · Cited by 44 · see citing works
Self-citationChange in Psychotherapy: A Plea for No More "Nonspecific" and False Dichotomies
Castonguay, L. G., & Holtforth, M. G. (2005) · Clinical Psychology Science and Practice · doi:10.1093/clipsy/bpi026 · Cited by 34 · see citing works
On the skew Laplace distribution
Aryal, G., & Nadarajah, S. (2005) · Journal of Information and Optimization Sciences · doi:10.1080/02522667.2005.10699644 · Cited by 32 · see citing works
Dependence modeling with copulas
Embrechts, P., & Nešlehová, J. (2007) · The business & management collection. · doi:10.69645/fqiq6780 · Cited by 18 · see citing works
Braeken, J., Kuppens, P., de Boeck, P. A. L., et al. (2013) · Multivariate Behavioral Research · doi:10.1080/00273171.2013.827965 · Cited by 16 · see citing works
Flagged first, then by citations
Research works printed but not linked: 4
- Cohen J., 1988, Statistical power analyses for the social sciences
- Hunsley J., Di Guilio G. (2002). Dodo bird, phoenix, or urban legend? Scientific Review of Mental Health Practice, 1, 11–22. Retrieved from https://www.srmhp.org/0101/psychotherapy-equivalence.html
- Nelsen R., 2007, An introduction to copulas
- Sklar M., 1959, Publications de l’Institut de Statistique de l’Universit, 8, 229
Cited by
Sorted by citations
Bickman, L. (2020) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-020-01065-8 · Cited by 184 · see citing works
“In an innovative approach to examining the effectiveness of psychotherapy for youth, Jones et al. (2019) subjected 502 RCTs to a mathematical simulation model that estimated that even if therapy was perfectly implemented, the effect size would be a modest 0.83.”
BackgroundInfluentialCiarrochi, J., Hayes, S. C., Oades, L. G., & Hofmann, S. G. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.809362 · Cited by 95 · see citing works
Research strategies to discern active psychological therapy components: A scoping review
Leijten, P., Weisz, J. R., & Gardner, F. (2021) · Clinical Psychological Science · doi:10.1177/2167702620978615 · Cited by 55 · see citing works
Self-citationMcQuillin, S. D., Hagler, M., Werntz, A. J., & Rhodes, J. E. (2021) · American Journal of Community Psychology · doi:10.1002/ajcp.12546 · Cited by 49 · see citing works
“They call instead for an emphasis on the development and evaluation of cost-effective interventions that can be provided by low-cost providers (Jones et al., 2019).”
BackgroundWeisz, J. R., Venturo‐Conerly, K. E., Fitzpatrick, O. M., Frederick, J., & Ng, M. Y. (2023) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-080921-082920 · Cited by 46 · see citing works
Self-citationA Personalised Approach to Identifying Important Determinants of Well-being
Ciarrochi, J., Sahdra, B. K., Hayes, S. C., Hofmann, S. G., Sanford, B., Stanton, C. E., Yap, K., Fraser, M. I., Gates, K. M., & Gloster, A. T. (2024) · Cognitive Therapy and Research · doi:10.1007/s10608-024-10486-w · Cited by 41 · see citing works
“Despite these efforts, effect sizes have not improved (Johnsen & Friborg, 2015; Jones et al., 2019; Ljótsson et al., 2017).”
Fitzpatrick, O. M., Cho, E., Venturo‐Conerly, K. E., Ugueto, A. M., Ng, M. Y., & Weisz, J. R. (2022) · Clinical Psychological Science · doi:10.1177/21677026221120230 · Cited by 32 · see citing works
Self-citationRoest, J. J., de Poll, M. J. W.-V., van der Helm, P., Stams, G. J. J. M., & Hoeve, M. (2022) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-022-00986-2 · Cited by 29 · see citing works
Biglan, A., Childs, K. E., Garbacz, S. A., Komro, K. A., Prinz, R. J., Weist, M. D., Wilson, D. K., & Zarling, A. L. (2020) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-020-00318-0 · Cited by 26 · see citing works
Poppelaars, M., Lichtwarck‐Aschoff, A., Otten, R., & Granic, I. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.575962 · Cited by 32 · see citing works
Engell, T., Løvstad, A. M., Kirkøen, B., Ogden, T., & Hagen, K. A. (2021) · Children and Youth Services Review · doi:10.1016/j.childyouth.2021.106180 · Cited by 20 · see citing works
Bo, S., Sharp, C., Kongerslev, M., Luyten, P., & Fonagy, P. (2022) · Borderline Personality Disorder and Emotion Dysregulation · doi:10.1186/s40479-022-00187-9 · Cited by 19 · see citing works
Wols, A., Pingel, M., Lichtwarck‐Aschoff, A., & Granic, I. (2024) · Clinical Psychology Review · doi:10.1016/j.cpr.2024.102396 · Cited by 23 · see citing works
Li, W. H. C., Gleeson, J., Fraser, M. I., Ciarrochi, J., Hofmann, S. G., Hayes, S. C., & Sahdra, B. K. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1470817 · Cited by 18 · see citing works
“More worryingly it appears that efficacy of empirically supported adolescent psychotherapies is not improving or in some areas is decreasing (Weisz et al., 2019; Jones et al., 2019; Johnsen and Friborg, 2015).”
BackgroundVousoura, E., Gergov, V., Tulbure, B. T., Camilleri, N., Saliba, A., Garcia-Lopez, L., Podina, I. R., Prevendar, T., Löffler-Stastka, H., Chiarenza, G. A., et al. (2021) · Systematic Reviews · doi:10.1186/s13643-021-01788-1 · Cited by 11 · see citing works
“Whilst it has been shown that psychotherapeutic interventions provide some reduction in the burden of mental disorders compared to untreated YP [20, 21], their overall effect on mental health outcomes is moderate [22, 23].”
BackgroundNorris, M. L. (2024) · European Eating Disorders Review · doi:10.1002/erv.3114 · Cited by 9 · see citing works
Process‐based and principle‐guided approaches in youth psychotherapy
Weisz, J. R., Fitzpatrick, O. M., Venturo‐Conerly, K. E., & Cho, E. (2021) · World Psychiatry · doi:10.1002/wps.20887 · Cited by 9 · see citing works
Self-citationFuggle, P., Fairbairn, J., & Fonagy, P. (2023) · Psychology and Psychotherapy Theory Research and Practice · doi:10.1111/papt.12496 · Cited by 8 · see citing works
Leveraging the developmental science of psychosocial risk to strengthen youth psychotherapy
Vaughn, R., & Weisz, J. R. (2021) · Development and Psychopathology · doi:10.1017/s0954579420002035 · Cited by 10 · see citing works
Self-citationApplying a process-based therapy approach to compassion focused therapy: A synergetic alliance
Fraser, M., & Gregory, K. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100754 · Cited by 7 · see citing works
From Package to Process: An Evidence-based Approach to Processes of Change in Psychotherapy
Ciarrochi, J., Hayes, S. C., Hayes, L., Sahdra, B. K., Ferrari, M., Yap, K., & Hofmann, S. G. (2021) · Comprehensive Clinical Psychology · doi:10.1016/b978-0-12-818697-8.00085-6 · Cited by 5 · see citing works
“Meta-analyses suggest that the effects of psychotherapy may be falling (Johnsen and Friborg, 2015; Jones et al., 2019; Weisz et al., 2019), or, staying the same (Ljótsson et al.”
BackgroundHave parenting programs for disruptive child behavior become less effective?
Leijten, P. H. O., Meléndez‐Torres, G. J., Backhaus, S., Gardner, F. E. M., Groenman, A. P., Dekkers, T. J., van den Hoofdakker, B. J., Sigurðardóttir, L. B. L., Liu, D., Luman, M., et al. (2025) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.70049 · Cited by 4 · see citing works
Self-citationMcNeish, D. (2025) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705511.2025.2584216 · Cited by 3 · see citing works
“Copulas are commonly applied in finance or risk assessment (e.g., Patton, 2009), but their importance is becoming more widely appreciated in behavioral research outside of economics (Falkenstr € om et al., 2023; Jones et al., 2019).”
Torres, D., Gutiérrez, E., & Maresca, I. P. (2021) · Clínica Contemporánea · doi:10.5093/cc2021a11 · Cited by 4 · see citing works
“…ISSN: 1989-9912 Actualmente la psicoterapia de niños y adolescentes cuenta con un cuerpo de evidencia empírica cada vez mayor en diferentes patologías (Jones et al., 2019; Knapp et al., 2016; Midgley et al., 2018; Miller et al., 2013; O’Brien et al., 2013; Pérez Álvarez, 2010; Shirk et al., 2011).”
BackgroundKaijadoe, S. P. T., Nijhof, K. S., Klip, H., Popma, A., & Scholte, R. H. J. (2024) · International Journal of Qualitative Studies on Health and Well-Being · doi:10.1080/17482631.2024.2409514 · Cited by 2 · see citing works
“Additionally, the effectiveness of youth care seems to have reached a plateau, with limited improvement in effect size (Jones et al., 2019).”
BackgroundKarver, M. S., & Peterson, A. L. (2020) · Issues in clinical child psychology · doi:10.1007/978-3-030-44226-2_23
Evidence-Based Therapies for Children and Adolescents: Where Are We Going?
Roberts, M. C., Steele, R. G., & Cushing, C. C. (2020) · Issues in clinical child psychology · doi:10.1007/978-3-030-44226-2_26 · Cited by 1 · see citing works
Editorial: Optimizing Depression Prevention: The Way Forward?
Merry, S. (2021) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2021.06.012
Li, W. H. C., Gleeson, J., Fraser, M., Ciarrochi, J., Hofmann, S. G., Hayes, S. C., & Sahdra, B. K. (2024) · doi:10.31234/osf.io/9j7xv
Weisz, J., Kuppens, S., Jones, P. J., et al. (2019) · Open Science Framework · doi:10.17605/osf.io/myfg7
Self-citationVousoura, E., Gergov, V., Tulbure, B. T., Camilleri, N., Saliba, A., Garcia-Lopez, L., Podina, I. R., Prevendar, T., Löffler‐Stastka, H., Chiarenza, G. A., et al. (2021) · Figshare · doi:10.6084/m9.figshare.16544055
- Authors
- Jones, P. J., Mair, P., Kuppens, S., & Weisz, J. R.
- Affiliations
- Harvard University (US)
- Karel de Grote Hogeschool (BE)
- Corresponding author
- Jones, Payton J.
- Venue
- Clinical Psychological Science
- Publisher
- SAGE Publications
- Published
- 2019-08-06
- Volume
- 7
- Issue
- 6
- Pages
- 1434-1449
- ISSN
- 2167-7026 (ISSN-L)
- 2167-7034
- OpenAlex
- W2950878909
- Semantic Scholar
- af1002a9a0730b662d0b8ea6e706db6ad5b26812
- Cited by
- 31
- References
- 73
- Citations by year
- 2025: 2 · 2024: 7 · 2023: 2 · 2022: 4 · 2021: 11 · 2020: 4 · 2019: 1
- FWCI
- 5.85
- Type
- journal article
- Language
- en
- Update notices
- correction (2020-01-31)
- Open access
- green
- lirias.kuleuven.be
- Licence
- Locations
- Clinical Psychological Science (publishedVersion)
- Lirias (acceptedVersion, other-oa)
- OSF Preprints (OSF Preprints) (submittedVersion)
- Funders
- National Science Foundation (DGE1745303)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Social Sciences › Psychology › Clinical Psychology › Child Therapy and Development
- Keywords
- adolescent psychotherapy, psychotherapy effectiveness, children and adolescents, psychotherapy outcome, randomized controlled trials
About these checks
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.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review