RESEARCH & EVIDENCE
Key References
A curated bibliography of foundational research in psychotherapy safety, outcomes, and best practices. Each reference includes a brief annotation explaining its significance.
Psychotherapy Outcomes
Research establishing the general effectiveness of psychotherapy across conditions and modalities.
Lambert, M. J. (Ed.). (2013). Bergin and Garfield's handbook of psychotherapy and behavior change (6th ed.). Wiley.
The definitive reference on psychotherapy outcome research, establishing that psychotherapy is broadly effective across conditions and modalities with an average effect size of 0.80.
Wampold, B. E., & Imel, Z. E. (2015). The great psychotherapy debate: The evidence for what makes psychotherapy work (2nd ed.). Routledge.
Presents comprehensive evidence for the contextual model of psychotherapy, demonstrating that common factors across therapies account for more variance in outcomes than specific techniques.
Norcross, J. C., & Lambert, M. J. (2018). Psychotherapy relationships that work III. Psychotherapy, 55(4), 303–315.
Meta-analytic review establishing evidence-based therapy relationships, identifying alliance, empathy, and goal consensus as demonstrably effective relationship elements.
Deterioration & Adverse Effects
Research on client worsening, harmful outcomes, and iatrogenic effects in psychotherapy.
Lilienfeld, S. O. (2007). Psychological treatments that cause harm. Perspectives on Psychological Science, 2(1), 53–70.
Landmark paper identifying specific psychological treatments with evidence of potential harmfulness, establishing that not all therapies are benign and some can cause measurable deterioration.
Barlow, D. H. (2010). Negative effects from psychological treatments: A perspective. American Psychologist, 65(1), 13–20.
Argues that the field has systematically underreported negative effects and calls for routine monitoring of adverse outcomes in psychotherapy, paralleling safety standards in medicine.
Castonguay, L. G., Boswell, J. F., Constantino, M. J., Goldfried, M. R., & Hill, C. E. (2010). Training implications of harmful effects of psychological treatments. American Psychologist, 65(1), 34–49.
Examines how training programs can address harmful therapy practices, proposing specific curriculum changes to help clinicians identify and prevent client deterioration.
Routine Outcome Monitoring
Evidence for systematic tracking of client progress during treatment to improve outcomes and detect deterioration.
Lambert, M. J., & Shimokawa, K. (2011). Collecting client feedback. Psychotherapy, 48(1), 72–79.
Demonstrates that providing therapists with formal client feedback reduces deterioration rates by 50% and doubles positive outcomes for clients predicted to have poor results.
Miller, S. D., Hubble, M. A., Chow, D. L., & Seidel, J. A. (2015). Beyond measures and monitoring: Realizing the potential of feedback-informed treatment. Psychotherapy, 52(4), 449–457.
Reviews the evolution of feedback-informed treatment (FIT) and presents evidence that systematic outcome monitoring, when properly implemented, significantly improves treatment effectiveness.
de Jong, K., Conijn, J. M., Gallagher, R. A. V., Hawkins, E. J., & Lambert, M. J. (2021). Using progress feedback to improve outcomes and reduce drop-out, treatment duration, and deterioration: A multilevel meta-analysis. Clinical Psychology Review, 85, 102002.
Large-scale meta-analysis confirming that progress feedback to therapists reduces client deterioration and improves outcomes, particularly for clients not progressing as expected.
Therapeutic Alliance
Research on the therapist-client relationship as a robust predictor of therapy outcomes.
Horvath, A. O., Del Re, A. C., Flückiger, C., & Symonds, D. (2011). Alliance in individual psychotherapy. Psychotherapy, 48(1), 9–16.
Meta-analysis of over 200 studies confirming that the therapeutic alliance is a robust predictor of treatment outcome across therapy types, with a moderate but consistent effect size.
Flückiger, C., Del Re, A. C., Wampold, B. E., & Horvath, A. O. (2018). The alliance in adult psychotherapy: A meta-analytic synthesis. Psychotherapy, 55(4), 316–340.
Updated meta-analysis of 295 studies (over 30,000 patients) confirming alliance as a consistent predictor of outcomes across theoretical orientations, treatment formats, and clinical presentations.
Eubanks, C. F., Muran, J. C., & Safran, J. D. (2018). Alliance rupture repair: A meta-analysis. Psychotherapy, 55(4), 508–519.
Meta-analysis demonstrating that successfully repairing ruptures in the therapeutic alliance is associated with improved treatment outcomes, highlighting the importance of therapist responsiveness to alliance strains.
Therapist Effects
Evidence that therapist variability significantly impacts client outcomes, independent of technique.
Baldwin, S. A., & Imel, Z. E. (2013). Therapist effects: Findings and methods. In M. J. Lambert (Ed.), Bergin and Garfield's handbook of psychotherapy and behavior change (6th ed., pp. 258–297). Wiley.
Comprehensive review establishing that therapist effects account for 5-9% of outcome variance — more than the difference between most treatment approaches — highlighting the importance of the individual clinician.
Johns, R. G., Barkham, M., Kellett, S., & Saxon, D. (2019). A systematic review of therapist effects: A critical narrative update and refinement to Baldwin and Imel's (2013) review. Clinical Psychology Review, 67, 78–93.
Updated review of therapist effects research confirming substantial variability between therapists in client outcomes and identifying therapist facilitative interpersonal skills as a key mechanism.
Saxon, D., & Barkham, M. (2012). Patterns of therapist variability: Therapist effects and the contribution of patient severity and risk. Journal of Consulting and Clinical Psychology, 80(4), 535–546.
Large practice-based study demonstrating that some therapists consistently achieve better outcomes than others, with the largest variability among the most complex patients.
Modality-Specific Evidence
Research on specific therapeutic approaches and their evidence base for particular conditions.
Shedler, J. (2010). The efficacy of psychodynamic psychotherapy. American Psychologist, 65(2), 98–109.
Influential review demonstrating that psychodynamic therapy produces lasting effects comparable to other evidence-based therapies, with continued improvement after treatment ends.
Hofmann, S. G., Asnaani, A., Vonk, I. J. J., Sawyer, A. T., & Fang, A. (2012). The efficacy of cognitive behavioral therapy: A review of meta-analyses. Cognitive Therapy and Research, 36(5), 427–440.
Comprehensive review of 269 meta-analyses supporting the efficacy of CBT across a wide range of conditions including anxiety, depression, substance use, and eating disorders.
Cuijpers, P., Reijnders, M., & Huibers, M. J. H. (2019). The role of common factors in psychotherapy outcomes. Annual Review of Clinical Psychology, 15, 207–231.
Examines the relative contributions of specific techniques versus common factors across modalities, concluding that common factors play a substantial role in all effective psychotherapies.
Patient Rights & Informed Consent
Research on informed consent practices, client autonomy, and patient rights in psychotherapy.
Beahrs, J. O., & Gutheil, T. G. (2001). Informed consent in psychotherapy. American Journal of Psychiatry, 158(1), 4–10.
Foundational review of informed consent in psychotherapy, proposing a practical approach that balances legal requirements with clinical realities, including ongoing consent processes that evolve throughout treatment.
Fisher, C. B., & Oransky, M. (2008). Informed consent to psychotherapy: Protecting the dignity and respecting the autonomy of patients. Journal of Clinical Psychology, 64(5), 576–588.
Argues that informed consent should be conceptualized not merely as a legal safeguard but as a clinical intervention that enhances mutual trust, rapport, and the client’s sense of ownership in the therapeutic process.
Trachsel, M., Grosse Holtforth, M., Biller-Andorno, N., & Appelbaum, P. S. (2015). Informed consent for psychotherapy: Still not routine. The Lancet Psychiatry, 2(9), 775–777.
Commentary highlighting that informed consent remains inconsistently implemented in psychotherapy practice, calling for standardized approaches comparable to those in other medical fields.
Pomerantz, A. M., & Handelsman, M. M. (2004). Informed consent revisited: An updated written question format. Professional Psychology: Research and Practice, 35(2), 201–205.
Provides a practical written question format for psychotherapy informed consent, designed to empower clients to ask relevant questions about their treatment rather than passively receiving information.
Adverse Effects & Iatrogenic Harm
Research on the prevalence, measurement, and classification of negative effects and iatrogenic harm in psychotherapy.
Linden, M., & Schermuly-Haupt, M.-L. (2014). Definition, assessment and rate of psychotherapy side effects. World Psychiatry, 13(3), 306–309.
Proposes a systematic classification of psychotherapy side effects distinguishing unwanted events, adverse treatment reactions, malpractice reactions, and disease-related deterioration, finding that 93% of CBT patients reported at least one unwanted event.
Rozental, A., Kottorp, A., Boettcher, J., Andersson, G., & Carlbring, P. (2016). Negative effects of psychological treatments: An exploratory factor analysis of the Negative Effects Questionnaire. PLoS ONE, 11(6), e0157503.
Develops the Negative Effects Questionnaire (NEQ), a 32-item instrument capturing six domains of negative effects: symptoms, quality, dependency, stigma, hopelessness, and failure.
Curran, J., Parry, G. D., Hardy, G. E., Darling, J., Mason, A.-M., & Chambers, E. (2019). How does therapy harm? A model of adverse process using task analysis in the meta-synthesis of service users’ experience. Frontiers in Psychology, 10, 347.
Derives a model of adverse therapeutic process comprising eight domains, including therapist rigidity, power imbalances, boundary violations, and failure to adapt to client needs, based on qualitative meta-synthesis of client experiences.
Linden, M. (2013). How to define, find and classify side effects in psychotherapy: From unwanted events to adverse treatment reactions. Clinical Psychology & Psychotherapy, 20(4), 286–296.
Argues for standardized adverse event reporting in psychotherapy analogous to pharmacotherapy, proposing a taxonomy that distinguishes side effects caused by correct treatment from those caused by malpractice.
Swift, J. K., & Greenberg, R. P. (2012). Premature discontinuation in adult psychotherapy: A meta-analysis. Journal of Consulting and Clinical Psychology, 80(4), 547–559.
Meta-analysis of 669 studies (83,834 clients) establishing an overall premature dropout rate of 19.7%, with significant variation by diagnosis, treatment setting, and approach.
Supervision & Training
Research on the relationship between clinical supervision quality, therapist training, and client outcomes.
Watkins, C. E., Jr. (2011). Does psychotherapy supervision contribute to patient outcomes? Considering thirty years of research. The Clinical Supervisor, 30(2), 235–256.
Comprehensive review of 18 supervision-outcome studies over 30 years, concluding that the direct empirical link between supervision and improved patient outcomes remains largely unestablished despite the intuitive importance of supervision.
Wheeler, S., & Richards, K. (2007). The impact of clinical supervision on counsellors and therapists, their practice and their clients: A systematic review of the literature. Counselling and Psychotherapy Research, 7(1), 54–65.
Systematic review finding limited evidence that supervision enhances supervisee self-efficacy and that supervision focusing on the working alliance may influence client outcomes, though studies generally lacked methodological rigor.
Saxon, D., Barkham, M., Foster, A., & Parry, G. (2017). The contribution of therapist effects to patient dropout and deterioration in the psychological therapies. Clinical Psychology & Psychotherapy, 24(3), 575–588.
Demonstrates significant therapist-level variability in both dropout and deterioration rates within the IAPT program, finding that high-dropout and high-deterioration therapists are not always the same, supporting the need for multi-dimensional quality monitoring.
Rousmaniere, T. (2017). Deliberate practice for psychotherapists: A guide to improving clinical effectiveness. Routledge.
Applies deliberate practice principles from expertise research to psychotherapy training, proposing a structured approach to improving therapist skill that may address therapist effects more effectively than traditional supervision alone.
Cultural & Equity Considerations
Research on cultural factors in psychotherapy, racial/ethnic disparities in outcomes, and culturally responsive practice.
Owen, J., Tao, K. W., Drinane, J. M., Hook, J. N., Davis, D. E., & Foo Kune, N. (2016). Client perceptions of therapists’ multicultural orientation: Cultural (missed) opportunities and cultural humility. Professional Psychology: Research and Practice, 47(1), 30–37.
Demonstrates that therapist cultural humility predicts better therapy outcomes and buffers the negative impact of cultural missed opportunities, based on data from 247 clients across 50 therapists.
Imel, Z. E., Baldwin, S., Atkins, D. C., Owen, J., Baardseth, T., & Wampold, B. E. (2011). Racial/ethnic disparities in therapist effectiveness: A conceptualization and initial study of cultural competence. Journal of Counseling Psychology, 58(3), 290–298.
Finds that individual therapists vary substantially in their effectiveness with racial/ethnic minority clients, with some producing comparable outcomes across groups and others showing marked disparities invisible without disaggregated analysis.
Griner, D., & Smith, T. B. (2006). Culturally adapted mental health intervention: A meta-analytic review. Psychotherapy: Theory, Research, Practice, Training, 43(4), 531–548.
Meta-analysis of 76 studies finding a moderate effect size (d = 0.45) favoring culturally adapted interventions over unadapted services, with stronger effects when interventions were delivered in the client’s native language.
Benish, S. G., Quintana, S., & Wampold, B. E. (2011). Culturally adapted psychotherapy and the legitimacy of myth: A direct-comparison meta-analysis. Journal of Counseling Psychology, 58(3), 279–289.
Direct-comparison meta-analysis finding that culturally adapted treatments are modestly but significantly more effective than unadapted bona fide treatments when the cultural adaptation addresses the client’s illness myth or explanatory model.
Feedback-Informed Treatment
Research on feedback systems, progress monitoring tools, and their impact on psychotherapy outcomes.
Shimokawa, K., Lambert, M. J., & Smart, D. W. (2010). Enhancing treatment outcome of patients at risk of treatment failure: Meta-analytic and mega-analytic review of a psychotherapy quality assurance system. Journal of Consulting and Clinical Psychology, 78(3), 298–311.
Definitive meta-analytic and mega-analytic review of the OQ-45 feedback system across six RCTs (N = 6,151), demonstrating that feedback improved outcomes for not-on-track clients from 21% to 36% improvement rates.
Lambert, M. J., Whipple, J. L., & Kleinstauber, M. (2018). Collecting and delivering progress feedback: A meta-analysis of routine outcome monitoring. Psychotherapy, 55(4), 520–537.
Updated meta-analysis of 24 routine outcome monitoring studies confirming small to moderate effect sizes favoring feedback-assisted treatment, with feedback reducing deterioration and nearly doubling clinically significant change rates.
Reese, R. J., Norsworthy, L. A., & Rowlands, S. R. (2009). Does a continuous feedback system improve psychotherapy outcome? Psychotherapy: Theory, Research, Practice, Training, 46(4), 418–431.
Randomized clinical trial across two settings (N = 148) demonstrating that clients whose therapists received session-by-session feedback via the PCOMS system showed significantly greater improvement than treatment-as-usual controls.
Duncan, B. L., Miller, S. D., Sparks, J. A., Claud, D. A., Reynolds, L. R., Brown, J., & Johnson, L. D. (2003). The Session Rating Scale: Preliminary psychometric properties of a “working” alliance measure. Journal of Brief Therapy, 3(1), 3–12.
Introduces the Session Rating Scale (SRS), a brief four-item visual analog measure for session-by-session alliance monitoring that takes approximately one minute to complete, making routine alliance tracking feasible in clinical practice.
Suggest a Reference
Know of foundational research that should be included here? We welcome suggestions from researchers and clinicians. Contact us at research@psychotherapysafety.org
Evidence Currency Notice
This bibliography represents foundational and frequently cited research in psychotherapy safety and outcomes. It is not intended to be exhaustive. References are periodically reviewed and updated. Last reviewed: February 2026.