Is it time for clinicians to routinely track patient outcome? A meta-analysis
Abstract
Empirically supported psychotherapies, treatment guidelines, best practices, and treatment manuals are methods proposed to enhance treatment outcomes in routine practice. Patient-focused research systems provide a compatible and contrasting methodology. Such systems monitor and feed back information about a patient's progress during psychotherapy for the purpose of enhancing outcomes. A meta-analytic review of three large-scale studies is summarized and suggests that formally monitoring patient progress has a significant impact on clients who show a poor initial response to treatment. Implementation of this feedback system reduced deterioration by 4% to 8% and increased positive outcomes. Our interpretation of these results suggests that it may be time for clinicians routinely and formally to monitor patient treatment response.
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In general psychiatry, when clinicians repeatedly measure and monitor patients' during-treatment status and change over time, the effects of outpatient mental health treatment are enhanced.
“In general psychiatry, it has been demonstrated that when clinicians repeatedly measure and monitor patients’ during-treatment status and change over time, the effects of outpatient mental health treatment are enhanced”
From Development and initial evaluation of the Brief Addiction Monitor (BAM) (2013) · cites this paper as Lambert et al., 2003
Weekly symptom monitoring is effective in improving treatment outcomes when administered either before or after a treatment session.
“Weekly symptom monitoring is effective in improving treatment outcomes when it is administered either before or after a treatment session (Kordy et al., 2001; Lambert et al., 2003; Lutz et al., 2006).”
From Translating the Intention to Seek Treatment into Action: Does Symptom Monitoring Make a Difference? Results from a Randomized Controlled Trial (2019) · cites this paper as Lambert et al., 2003
The work by Lambert and colleagues suggests that participants who received psychotherapy and monitored their symptoms would have better outcomes than participants who received psychotherapy and do not monitor their symptoms.
“The work by Lambert and colleagues would suggest that participants who received psychotherapy and monitored their symptoms would have better outcomes than participants who received psychotherapy and do not monitor their symptoms (Kordy et al., 2001; Lambert, 2007, 2013; Lambert et al., 2003; Lutz et al., 2006).”
From Translating the Intention to Seek Treatment into Action: Does Symptom Monitoring Make a Difference? Results from a Randomized Controlled Trial (2019) · cites this paper as Lambert et al., 2003
Routine monitoring of psychotherapy client outcomes with data-driven feedback to therapists can lower premature dropout and improve outcomes regardless of the intervention approach used.
“increasing evidence has emerged that routinely monitoring psychotherapy client outcomes and providing data-driven feedback to therapists can reduce premature dropout and improve outcomes irrespective of the particular intervention approach used by the therapist (Bickman, Kelley, Breda, de Andrade, & Reimer, 2011; Lambert et al., 2003).”
From User‐centered design for psychosocial intervention development and implementation. (2016) · cites this paper as Lambert et al., 2003
Cites
Jacobson, N. S., & Truax, P. (1991) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.59.1.12 · Cited by 7,770 · see citing works
Defining empirically supported therapies.
Chambless, D. L., & Hollon, S. D. (1998) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.66.1.7 · Cited by 3,067 · cited 2× · see citing works
“Yet advocates of specific treatments find such evidence compelling and some even suggest that the failure to use specific treatments for specific disorders, based on such empirical support, makes dissemination and application an ethical responsibility (Chambless & Hollon, 1998).”
BackgroundThe dose-effect relationship in psychotherapy.
Howard, K. I., Kopta, S. M., Krause, M. S., & Orlinsky, D. E. (1986) · American Psychologist · doi:10.1037/0003-066x.41.2.159 · Cited by 1,339 · 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
Handbook of Psychotherapy and Behavior Change
Kepecs, J. G. (1980) · American Journal of Psychotherapy · doi:10.1176/appi.psychotherapy.1980.34.1.131 · Cited by 967 · see citing works
The psychotherapy dose-response effect and its implications for treatment delivery services.
Hansen, N. B., Lambert, M. J., & Forman, E. M. (2002) · Clinical Psychology: Science and Practice · doi:10.1093/clipsy.9.3.329 · Cited by 783 · see citing works
Self-citationClinical versus Statistical Prediction.
Sletto, R. F., & Meehl, P. E. (1955) · American Sociological Review · doi:10.2307/2092752 · Cited by 636 · see citing works
Patient-focused research: Using patient outcome data to enhance treatment effects.
Lambert, M. J., Hansen, N. B., & Finch, A. E. (2001) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.69.2.159 · Cited by 602 · see citing works
Self-citationEvaluation of psychotherapy: Efficacy, effectiveness, and patient progress.
Howard, K. I., Moras, K., Brill, P. L., Martinovich, Z., & Lutz, W. (1996) · American Psychologist · doi:10.1037/0003-066x.51.10.1059 · Cited by 573 · see citing works
Barkham, M., Margison, F., Leach, C., Lucock, M., Mellor-Clark, J., Evans, C., Benson, L., Connell, J., Audin, K., & McGrath, G. (2001) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.69.2.184 · Cited by 532 · see citing works
Normative comparisons for the evaluation of clinical significance.
Kendall, P. C., Marrs, A. L., Nath, S. R., & Sheldrick, R. C. (1999) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.67.3.285 · Cited by 468 · see citing works
Lambert, M. J., Whipple, J. L., Smart, D. W., Vermeersch, D. A., Nielsen, S. L., & Hawkins, E. J. (2001) · Psychotherapy Research · doi:10.1080/713663852 · Cited by 433 · see citing works
Self-citationWhipple, J. L., Lambert, M. J., Vermeersch, D. A., Smart, D. W., Nielsen, S. L., & Hawkins, E. J. (2003) · Journal of Counseling Psychology · doi:10.1037/0022-0167.50.1.59 · Cited by 374 · see citing works
Self-citationNormative comparisons for the evaluation of clinical significance.
Kendall, P. C., Marrs-Garcia, A., Nath, S. R., et al. (1999) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.67.3.285 · Cited by 350 · see citing works
Negative outcome in psychotherapy: A critical review.
Mohr, D. C. (1995) · Clinical Psychology: Science and Practice · doi:10.1111/j.1468-2850.1995.tb00022.x · Cited by 330 · see citing works
Graduate training in psychotherapy: Are therapy outcomes enhanced?
Stein, D. M., & Lambert, M. J. (1995) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.63.2.182 · Cited by 329 · see citing works
Self-citationEnhancing psychotherapy outcomes via providing feedback on client progress: a replication
Lambert, M. J., Whipple, J. L., Vermeersch, D. A., Smart, D. W., Hawkins, E. J., Nielsen, S. L., & Goates, M. (2002) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.324 · Cited by 306 · see citing works
Self-citationOutcome Questionnaire: Item Sensitivity to Change
Vermeersch, D. A., Lambert, M. J., & Burlingame, G. M. (2000) · Journal of Personality Assessment · doi:10.1207/s15327752jpa7402_6 · Cited by 248 · see citing works
Self-citationThe therapeutic effects of providing patient progress information to therapists and patients
Hawkins, E. J., Lambert, M. J., Vermeersch, D. A., Slade, K. L., & Tuttle, K. C. (2004) · Psychotherapy Research · doi:10.1093/ptr/kph027 · Cited by 230 · see citing works
Self-citationDo early responders to psychotherapy maintain treatment gains?
Haas, E., Hill, R., Lambert, M., & Morrell, B. (2002) · Journal of Clinical Psychology · doi:10.1002/jclp.10044 · Cited by 220 · see citing works
Self-citationSome problems associated with "validated" forms of psychotherapy.
Garfield, S. L. (1996) · Clinical Psychology Science and Practice · doi:10.1111/j.1468-2850.1996.tb00073.x · Cited by 212 · see citing works
Graduate training in psychotherapy: Are therapy outcomes enhanced?
Stein, D. M., & Lambert, M. J. (1995) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.63.2.182 · Cited by 204 · see citing works
Self-citationEmpirically supported treatments for panic disorder: costs, benefits, and stepped care.
Otto, M., Pollack, M., & Maki, K. M. (2000) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.68.4.556 · Cited by 195 · see citing works
Kadera, S. W., Lambert, M. J., & Andrews, A. A. (1996) · PubMed · Cited by 193 · see citing works
Self-citationA survival analysis of clinically significant change in outpatient psychotherapy.
Anderson, E. M., & Lambert, M. (2001) · Journal of Clinical Psychology · doi:10.1002/jclp.1056 · Cited by 190 · see citing works
Self-citationA Study of Encounter Group Casualties
Yalom, I. D. (1971) · Archives of General Psychiatry · doi:10.1001/archpsyc.1971.01750130018002 · Cited by 179 · see citing works
Newman, M. G. (2000) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.68.4.549 · Cited by 167 · cited 3× · see citing works
“ter assessing patient treatment response (Newman, 2000; Otto, Pollack, & Maki, 2000).”
BackgroundMethodInfluentialAssessing treatment progress of individual patients using expected treatment response models.
Lueger, R. J., Howard, K. I., Martinovich, Z., Lutz, W., Anderson, E. E., & Grissom, G. R. (2001) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.69.2.150 · Cited by 143 · see citing works
Finch, A. E., Lambert, M. J., & Schaalje, B. G. (2001) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.286 · Cited by 143 · see citing works
Self-citationConstruct Validity of the Outcome Questionnaire: A Confirmatory Factor Analysis
Mueller, R. M., Lambert, M. J., & Burlingame, G. M. (1998) · Journal of Personality Assessment · doi:10.1207/s15327752jpa7002_5 · Cited by 134 · see citing works
Self-citationLambert, M. J., Whipple, J. L., Bishop, M. J., Vermeersch, D. A., Gray, G. V., & Finch, A. E. (2002) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.333 · Cited by 128 · see citing works
Self-citationThe Psychotherapy Dose-Response Effect and Its Implications for Treatment Delivery Services
Hansen, N. B. (2002) · Clinical Psychology Science and Practice · doi:10.1093/clipsy/9.3.329 · Cited by 125 · see citing works
A multiperspective, multivariable evaluation of reliable change.
Lunnen, K. M., & Ogles, B. M. (1998) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.66.2.400 · Cited by 124 · see citing works
In defense of dissemination of empirically supported psychological interventions.
Chambless, D. L. (1996) · Clinical Psychology: Science and Practice · doi:10.1111/j.1468-2850.1996.tb00074.x · Cited by 123 · see citing works
The tripartite model and the Consumer Reports study.
Strupp, H. H. (1996) · American Psychologist · doi:10.1037//0003-066x.51.10.1017 · Cited by 112 · see citing works
Clinical significance of the Outcome Questionnaire (OQ-45.2).
Beckstead, D. J., Hatch, A. L., Lambert, M. J., Eggett, D. L., Goates-Jones, M. K., & Vermeersch, D. A. (2003) · The Behavior Analyst Today · doi:10.1037/h0100015 · Cited by 97 · see citing works
Self-citationLambert, M. J. (2001) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.69.2.147 · Cited by 96 · see citing works
Self-citationPractice guidelines: Not yet ideal.
Nathan, P. E. (1998) · American Psychologist · doi:10.1037/0003-066x.53.3.290 · Cited by 93 · see citing works
Kendall, P. C. (1999) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.67.3.283 · Cited by 86 · see citing works
Kordy, H., Hannöver, W., & Richard, M. (2001) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.69.2.173 · Cited by 84 · see citing works
Pushing the Quality Envelope: A New Outcomes Management System
Brown, G. S., Burlingame, G. M., Lambert, M. J., Jones, E., & Vaccaro, J. (2001) · Psychiatric Services · doi:10.1176/appi.ps.52.7.925 · Cited by 75 · see citing works
Self-citationThe tripartite model and the Consumer Reports study.
Strupp, H. H. (1996) · American Psychologist · doi:10.1037/0003-066x.51.10.1017 · Cited by 74 · see citing works
Beutler, L. E., & Kendall, P. C. (1995) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.63.2.179 · Cited by 55 · see citing works
Comparisons among quality assurance systems: From outcome assessment to clinical utility.
Beutler, L. E. (2001) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.69.2.197 · Cited by 54 · see citing works
Actuarial versus Clinical Prediction in Psychopathology
Sines, J. O. (1970) · The British Journal of Psychiatry · doi:10.1192/bjp.116.531.129 · Cited by 49 · see citing works
Kordy, H., Hannöver, W., & Richard, M. (2001) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.69.2.173 · Cited by 49 · see citing works
A Multiperspective, Multivariable Evaluation of Reliable Change
Lunnen, K., & Ogles, B. (1998) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.66.2.400 · Cited by 47 · see citing works
Using information about patient progress in supervision: Are outcomes enhanced?
Lambert, M. J., & Hawkins, E. J. (2001) · Australian Psychologist · doi:10.1080/00050060108259645 · Cited by 45 · see citing works
Self-citationThe Effects of Repeated Administrations on Self-Report and Parent-Report Scales
Durham, C. J., McGrath, L. D., Burlingame, G. M., Schaalje, G. B., Lambert, M. J., & Davies, D. R. (2002) · Journal of Psychoeducational Assessment · doi:10.1177/073428290202000302 · Cited by 44 · see citing works
Self-citationZur Validität der Beurteilung des Therapieerfolgs durch Therapeuten
Meyer, F. P., & Schulte, D. (2002) · Zeitschrift für Klinische Psychologie und Psychotherapie · doi:10.1026/0084-5345.31.1.53 · Cited by 22 · see citing works
Andrews, G. (2000) · Clinical Psychology Science and Practice · doi:10.1093/clipsy.7.3.264 · Cited by 8 · see citing works
Andrews, G. (2000) · Clinical Psychology Science and Practice · doi:10.1093/clipsy/7.3.264 · Cited by 2 · see citing works
Lambert (1996) · doi:10.1002/(sici)1099-0879(199612)3:4
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Kazdin, A. E. (2008) · American Psychologist · doi:10.1037/0003-066x.63.3.146 · Cited by 1,112 · 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
Shimokawa, K., Lambert, M. J., & Smart, D. W. (2010) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0019247 · Cited by 657 · see citing works
Self-citationBaldwin, S. A., Wampold, B. E., & Imel, Z. E. (2007) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.75.6.842 · Cited by 646 · see citing works
Implementing Measurement-Based Care in Behavioral Health: A Review
Lewis, C. C., Boyd, M., Puspitasari, A., Navarro, E., Howard, J., Kassab, H., Hoffman, M., Scott, K., Lyon, A., Douglas, S., et al. (2019) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.3329 · Cited by 605 · see citing works
Using Measurement-Based Care to Enhance Any Treatment
Scott, K., & Lewis, C. C. (2015) · Cognitive and Behavioral Practice · doi:10.1016/j.cbpra.2014.01.010 · Cited by 461 · see citing works
User‐centered design for psychosocial intervention development and implementation.
Lyon, A. R., & Koerner, K. (2016) · Clinical Psychology: Science and Practice · doi:10.1111/cpsp.12154 · Cited by 478 · see citing works
Lambert, M. (2007) · Psychotherapy Research · doi:10.1080/10503300601032506 · Cited by 461 · see citing works
Self-citationNegative effects from psychological treatments: a perspective
Barlow, D. H. (2010) · American Psychologist · doi:10.1037/a0015643 · Cited by 426 · see citing works
Defining and Measuring Meditation-Related Adverse Effects in Mindfulness-Based Programs
Britton, W. B., Lindahl, J. R., Cooper, D. J., Canby, N. K., & Palitsky, R. (2021) · Clinical Psychological Science · doi:10.1177/2167702621996340 · Cited by 278 · see citing works
Rozental, A., Kottorp, A., Boettcher, J., Andersson, G., & Carlbring, P. (2016) · PLOS ONE · doi:10.1371/journal.pone.0157503 · Cited by 223 · see citing works
The processes of cognitive behavioral therapy: A review of meta-analyses
Kazantzis, N., Luong, H. K., Usatoff, A. S., Impala, T., Yew, R. Y., & Hofmann, S. G. (2018) · Cognitive Therapy and Research · doi:10.1007/s10608-018-9920-y · Cited by 218 · see citing works
Single-case experimental designs. Evaluating interventions in research and clinical practice
Kazdin, A. E. (2019) · Behaviour Research and Therapy · doi:10.1016/j.brat.2018.11.015 · Cited by 217 · see citing works
Development and initial evaluation of the Brief Addiction Monitor (BAM)
Cacciola, J. S., Alterman, A. I., DePhilippis, D., Drapkin, M. L., Valadez, C., Fala, N. C., Oslin, D., & McKay, J. R. (2013) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2012.07.013 · Cited by 203 · see citing works
“In general psychiatry, it has been demonstrated that when clinicians repeatedly measure and monitor patients’ during-treatment status and change over time, the effects of outpatient mental health treatment are enhanced (Lambert et al., 2003).”
BackgroundLutz, W., Stulz, N., & Köck, K. (2009) · Journal of Affective Disorders · doi:10.1016/j.jad.2009.01.019 · Cited by 186 · see citing works
A vision of the next generation of behavioral therapies research in the addictions*
Carroll, K. M., & Rounsaville, B. J. (2007) · Addiction · doi:10.1111/j.1360-0443.2007.01798.x · Cited by 177 · see citing works
Ebert, D. D., Donkin, L., Andersson, G., Andrews, G., Berger, T., Carlbring, P., Rozenthal, A., Choi, I., Laferton, J. A. C., Johansson, R., et al. (2016) · Psychological Medicine · doi:10.1017/s0033291716001562 · Cited by 154 · see citing works
Vogel, P. A., Hansen, B., Stiles, T. C., & Götestam, K. G. (2006) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2005.12.001 · Cited by 135 · see citing works
Flückiger, C., Regli, D., Zwahlen, D., Hostettler, S., & Caspar, F. (2010) · Zeitschrift für Klinische Psychologie und Psychotherapie · doi:10.1026/1616-3443/a000015 · Cited by 138 · see citing works
Iorfino, F., Cross, S. P., Davenport, T., Carpenter, J. S., Scott, E., Shiran, S., & Hickie, I. B. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00595 · Cited by 125 · see citing works
Shapes of early change in psychotherapy under routine outpatient conditions
Stulz, N., Lutz, W., Leach, C., Lucock, M., & Barkham, M. (2007) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.75.6.864 · Cited by 122 · see citing works
Positive interventions in clinical practice
Rashid, T. (2009) · Journal of Clinical Psychology · doi:10.1002/jclp.20588 · Cited by 122 · see citing works
Treatment as usual and routine care in research and clinical practice
Kazdin, A. E. (2015) · Clinical Psychology Review · doi:10.1016/j.cpr.2015.08.006 · Cited by 96 · see citing works
van Sonsbeek, M. A., Hutschemaekers, G. G., Veerman, J. W., & Tiemens, B. B. (2014) · BMC Psychiatry · doi:10.1186/1471-244x-14-3 · Cited by 86 · see citing works
Beard, J. I. L., & Delgadillo, J. (2019) · Depression and Anxiety · doi:10.1002/da.22931 · Cited by 81 · see citing works
Clinicians' Perspectives on Negative Effects of Psychological Treatments
Bystedt, S., Rozental, A., Andersson, G., Boettcher, J., & Carlbring, P. (2014) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2014.939593 · Cited by 78 · see citing works
Lyon, A. R., Wasse, J. K., Ludwig, K., Zachry, M., Bruns, E. J., Unützer, J., & McCauley, E. (2016) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-015-0637-x · Cited by 63 · see citing works
Becker, K. D., & Chorpita, B. F. (2023) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2023.2169926 · Cited by 57 · see citing works
Spielmans, G. I., Benish, S. G., Marin, C., Bowman, W. M., Menster, M., & Wheeler, A. J. (2013) · Clinical Psychology Review · doi:10.1016/j.cpr.2013.01.008 · Cited by 53 · see citing works
Single-case experimental research designs.
Kazdin, A. E. (2015) · Methodological issues and strategies in clinical research (4th ed.). · doi:10.1037/14805-029 · Cited by 39 · see citing works
Implementation of a feedback system in a managed care environment: what are patients teaching us?
Brown, G. S., & Jones, E. R. (2005) · Journal of Clinical Psychology · doi:10.1002/jclp.20110 · Cited by 39 · see citing works
The Psychological and Physiological Effects of Using a Therapy Dog in Mindfulness Training.
Henry, C. L., & Crowley, S. L. (2015) · Anthrozoös · doi:10.1080/08927936.2015.1052272 · Cited by 25 · see citing works
Shafran, R., Gyani, A., Rostron, J., Allen, S., Myles-Hooton, P., Allcott-Watson, H., & Rose, S. (2019) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465818000498 · Cited by 12 · see citing works
- Authors
- Lambert, M. J., Whipple, J. L., Hawkins, E. J., Vermeersch, D. A., Nielsen, S. L., & Smart, D. W.
- Affiliations
- Brigham Young University (US)
- Loma Linda University (US)
- Venue
- Clinical Psychology: Science and Practice
- Published
- 2003
- Volume
- 10
- Issue
- 3
- Pages
- 288-301
- ISSN
- 0969-5893 (ISSN-L)
- 1468-2850
- OpenAlex
- W2130631445
- Cited by
- 608
- References
- 53
- Citations by year
- 2026: 11 · 2025: 20 · 2024: 55 · 2023: 19 · 2022: 21 · 2021: 48 · 2020: 18 · 2019: 13 · 2018: 61 · 2017: 22 · 2016: 27 · 2015: 55 · 2014: 28 · 2013: 22 · 2012: 25
- FWCI
- 2.48
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Clinical Psychology Science and Practice (publishedVersion)
- Funders
- Brigham Young University
- Topics
- Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Clinical Psychology › Psychiatric care and mental health services
- Keywords
- patient progress monitoring, psychotherapy outcome, treatment deterioration, routine clinical practice
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