Therapeutic Agency Inventory: development and psychometric validation of a patient self-report
Abstract
Julia Hubera, Christoph Nikendeia , Johannes C. Ehrenthalb, Henning Schauenburga, Johannes Manderc & Ulrike Dingera*a Department of General Internal and Psychosomatic Medicine, Center for Psychosocial Medicine, University Hospital Heidelberg, Heidelberg, Germanyb Institute of Medical Psychology, Center for Psychosocial Medicine, University Hospital Heidelberg, Heidelberg, Germanyc Center for Psychological Psychotherapy, University of Heidelberg, Heidelberg, GermanyCorrespondence concerning this article should be addressed to Ulrike Dinger, Department of General Internal and Psychosomatic Medicine, Centre for Psychosocial Medicine, University Hospital Heidelberg, Thibautstrasse 4, Heidelberg 69115, Germany. Email: ulrike.dinger@med.uni-heidelberg.deAbstractObjectives: Therapeutic agency is defined as a patient’s intentional influence over the process of psychotherapeutic change. However, there is a lack of conceptually sound self-report measures with adequate psychometric properties. The aim of this study was to develop and psychometrically evaluate the patient-rated Therapeutic Agency Inventory (TAI).Method: Based on the literature, we developed items related to therapeutic agency and investigated their psychometric properties in a naturalistic study with a sample of 334 psychotherapy participants. We assessed changes in TAI scores in a subsample of 58 patients over the course of inpatient psychotherapy and related TAI scores to therapeutic improvement.Results: The TAI consists of 15 items. We performed exploratory factor analyses, and the following three factors were extracted: In-session activity, therapy-related processing, and therapist-oriented passivity. Internal consistency was .84 for the total score and ranged between .73 and .80 for each of the factors. The TAI was significantly associated with other psychotherapy process factors, self-efficacy expectations, control beliefs, lower overall psychological distress, and lower depression scores. Changes in agency during psychotherapy predicted therapy outcome, even after controlling for baseline distress.Conclusions: The TAI is a reliable, valid, and change-sensitive self-report instrument that can be used to assess agency in psychotherapy.
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 Therapeutic Agency Inventory (TAI) therapy-related processing subscale has an internal consistency of α = 0.79.
“α = 0.79 (therapy-related processing)”
The Therapeutic Agency Inventory (TAI) therapist-oriented passivity subscale has an internal consistency of α = 0.73.
“α = 0.73 [therapist-oriented passivity; (72)]”
Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
Tabachnick, B. G., & Fidell, L. S. (1983) · Cited by 79,888 · see citing works
Principles and Practice of Structural Equation Modeling
Tabri, N., & Elliott, C. M. (2012) · Canadian Graduate Journal of Sociology and Criminology · doi:10.15353/cgjsc.v1i1.3787 · Cited by 39,065 · see citing works
Statistical power analyses using G∗Power 3.1: tests for correlation and regression analyses
Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009) · Behavior Research Methods · doi:10.3758/brm.41.4.1149 · Cited by 37,615 · see citing works
Diagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2022) · doi:10.1176/appi.books.9780890425787 · Cited by 23,476 · see citing works
Generalized expectancies for internal versus external control of reinforcement.
Rotter, J. B. (1966) · Psychological Monographs: General and Applied · doi:10.1037/h0092976 · Cited by 21,937 · see citing works
Motivational interviewing: preparing people for change.
Miller, W. R., & Rollnick, S. (2002) · Cited by 7,002 · see citing works
(2005) · Cited by 6,097 · see citing works
The generalizability of the psychoanalytic concept of the working alliance.
Bordin, E. S. (1979) · Psychotherapy: Theory, Research & Practice · doi:10.1037/h0085885 · Cited by 5,238 · see citing works
Toward a Psychology of Human Agency
Bandura, A. (2006) · Perspectives on Psychological Science · doi:10.1111/j.1745-6916.2006.00011.x · Cited by 3,459 · see citing works
Bergin and Garfield's Handbook of Psychotherapy and Behavior Change
Lambert, M. J. (2003) · Cited by 3,383 · see citing works
Motivational Interviewing: Preparing People for Change, 2nd ed.
Miller, W., & Rollnick, S. (2003) · Journal For Healthcare Quality · doi:10.1097/01445442-200305000-00013 · Cited by 2,634 · see citing works
Handbook of Psychotherapy and Behavior Change
Sanford, E. F. (1988) · American Journal of Psychotherapy · doi:10.1176/appi.psychotherapy.1988.42.1.153 · Cited by 2,581 · see citing works
Alliance in individual psychotherapy
Horvath, A. O., Del Re, A. C., Flückiger, C., & Symonds, D. (2011) · Psychotherapy · doi:10.1037/a0022186 · Cited by 2,072 · see citing works
Latent Variable Modeling of Differences and Changes with Longitudinal Data
McArdle, J. J. (2009) · Annual Review of Psychology · doi:10.1146/annurev.psych.60.110707.163612 · Cited by 1,952 · see citing works
The Great Psychotherapy Debate: The Evidence for What Makes Psychotherapy Work
Wampold, B. E. (2015) · doi:10.4324/9780203582015 · Cited by 1,773 · see citing works
Systems of psychotherapy a transtheoretical analysis
Prochaska, J. O., & Norcross, J. C. (2010) · Cited by 1,497 · see citing works
Development and validation of a revised short version of the working alliance inventory
Hatcher, R. L., & Gillaspy, J. A. (2006) · Psychotherapy Research · doi:10.1080/10503300500352500 · Cited by 1,355 · see citing works
Kühner, C., Bürger, C., Keller, F., & Hautzinger, M. (2007) · Der Nervenarzt · doi:10.1007/s00115-006-2098-7 · Cited by 935 · see citing works
Contemporary Interpersonal Theory and Research: Personality, Psychopathology, and Psychotherapy
Kiesler, D. J. (1996) · PubMed Central · Cited by 661 · see citing works
Adler, J. M. (2012) · Journal of Personality and Social Psychology · doi:10.1037/a0025289 · Cited by 588 · cited 1× · see citing works
“A longitudinal study investigating the weekly narratives of 48 patients over the course of 12 psychotherapy sessions showed increases in agency over time, followed by improvements in mental health (Adler, 2012).”
BackgroundA phase model of psychotherapy outcome: Causal mediation of change.
Howard, K. I., Lueger, R. J., Maling, M. S., & Martinovich, Z. (1993) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.61.4.678 · Cited by 576 · see citing works
Munder, T., Wilmers, F., Leonhart, R., Linster, H. W., & Barth, J. (2010) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.658 · Cited by 538 · see citing works
Beck Depression Inventory-II (BDI-II)
Bortnick, K. (2024) · Routledge eBooks · doi:10.4324/9781003525288-77 · Cited by 496 · see citing works
How Interpersonal Motives Clarify the Meaning of Interpersonal Behavior: A Revised Circumplex Model
Horowitz, L. M., Wilson, K. R., Turan, B., Zolotsev, P., Constantino, M. J., & Henderson, L. (2006) · Personality and Social Psychology Review · doi:10.1207/s15327957pspr1001_4 · Cited by 405 · see citing works
How clients make therapy work: The process of active self-healing.
Bohart, A. C., & Tallman, K. (1999) · American Psychological Association eBooks · doi:10.1037/10323-000 · Cited by 404 · see citing works
Psychotherapy: The Restoration of Morale
Frank, J. D. (1974) · American Journal of Psychiatry · doi:10.1176/ajp.131.3.271 · Cited by 401 · see citing works
Patient and therapist introject, interpersonal process, and differential psychotherapy outcome.
Henry, W. P., Schacht, T. E., & Strupp, H. H. (1990) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.58.6.768 · Cited by 366 · see citing works
Goal consensus and collaboration.
Tryon, G. S., & Winograd, G. (2011) · Psychotherapy · doi:10.1037/a0022061 · Cited by 326 · see citing works
The Relationship Between Homework Compliance and Therapy Outcomes: An Updated Meta-Analysis
Mausbach, B. T., Moore, R., Roesch, S., Cardenas, V., & Patterson, T. L. (2010) · Cognitive Therapy and Research · doi:10.1007/s10608-010-9297-z · Cited by 309 · see citing works
Research-informed psychotherapy
Grawe, K. (1997) · Psychotherapy Research · doi:10.1080/10503309712331331843 · Cited by 269 · see citing works
Assimilation of problematic experiences.
Stiles, W. B. (2001) · Psychotherapy · doi:10.1037/0033-3204.38.4.462 · Cited by 256 · see citing works
Westra, H. A., Constantino, M. J., & Antony, M. M. (2016) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000098 · Cited by 255 · see citing works
Distinctions Within the Concept of Internal-External Control: Development of a New Scale
Levenson, H. (1973) · PsycEXTRA Dataset · doi:10.1037/e465522008-131 · Cited by 243 · see citing works
Psychotherapy process research : paradigmatic and narrative approaches
Toukmanian, S. G., & Rennie, D. L. (1992) · Medical Entomology and Zoology · Cited by 237 · see citing works
Henry, W. P., Schacht, T. E., & Strupp, H. H. (1986) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.54.1.27 · Cited by 198 · see citing works
Subjective incompetence, the clinical hallmark of demoralization
de Figueiredo, J. M., & Frank, J. D. (1982) · Comprehensive Psychiatry · doi:10.1016/0010-440x(82)90085-2 · Cited by 177 · see citing works
Bevölkerungsrepräsentative Normierung der Skala zur Allgemeinen Selbstwirksamkeitserwartung
Hinz, A., Schumacher, J., Albani, C., Schmid, G., & Brähler, E. (2006) · Diagnostica · doi:10.1026/0012-1924.52.1.26 · Cited by 176 · see citing works
The narrative reconstruction of psychotherapy and psychological health
Adler, J. M., Skalina, L. M., & McAdams, D. (2008) · Psychotherapy Research · doi:10.1080/10503300802326020 · Cited by 169 · see citing works
Irving, L. M., Snyder, C. R. R., Cheavens, J., Gravel, L., Hanke, J., Hilberg, P., & Nelson, N. E. (2004) · Journal of Psychotherapy Integration · doi:10.1037/1053-0479.14.4.419 · Cited by 167 · see citing works
Dynamic Models of Individual Change in Psychotherapy Process Research
Falkenström, F., Finkel, S., Sandell, R., Rubel, J., & Holmqvist, R. (2017) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000203 · Cited by 148 · see citing works
Qualitative analysis of client's experience of psychotherapy: The unfolding of reflexivity.
Rennie, D. L. (1992) · Cited by 123 · see citing works
Working alliance predicts psychotherapy outcome even while controlling for prior symptom improvement
Falkenström, F., Granström, F., & Holmqvist, R. (2013) · Psychotherapy Research · doi:10.1080/10503307.2013.847985 · Cited by 108 · see citing works
Experiencing psychotherapy: Grounded theory studies.
Rennie, D. L. (2002) · American Psychological Association eBooks · doi:10.1037/10439-004 · Cited by 106 · see citing works
Principles for facilitating agency in psychotherapy
Williams, D. C., & Levitt, H. M. (2006) · Psychotherapy Research · doi:10.1080/10503300500469098 · Cited by 97 · see citing works
Die Heidelberger Umstrukturierungsskala
Rudolf, G., Grande, T., & Oberbracht, C. (2000) · Psychotherapeut · doi:10.1007/pl00006720 · Cited by 84 · see citing works
Change mechanisms in psychotherapy: Multiperspective assessment and relation to outcome
Mander, J. V., Wittorf, A., Schlarb, A., Hautzinger, M., Zipfel, S., & Sammet, I. (2013) · Psychotherapy Research · doi:10.1080/10503307.2012.744111 · Cited by 79 · see citing works
Control expectancies as predictors of psychotherapy outcome: a systematic review.
Delsignore, A., & Schnyder, U. (2007) · British Journal of Clinical Psychology · doi:10.1348/014466507x226953 · Cited by 73 · see citing works
The client as a self‐aware agent in counselling and psychotherapy
Rennie, D. L. (2001) · Counselling and Psychotherapy Research · doi:10.1080/14733140112331385118 · Cited by 49 · see citing works
Constantino, M. J., Laws, H. B., Arnow, B. A., Klein, D. N., ROTHBAUM, B. O., & Manber, R. (2012) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0028351 · Cited by 48 · see citing works
Handbook of Research Methods in Clinical Psychology
(2003) · Wiley eBooks · doi:10.1002/9780470756980 · Cited by 45 · see citing works
Constructing Client Agency in Psychotherapy Research
Mackrill, T. (2009) · Journal of Humanistic Psychology · doi:10.1177/0022167808319726 · Cited by 41 · cited 3× · see citing works
“The therapy-related processing subscale is consistent with Mackrill (2009), who noted that patients’ agency occurs beyond the therapy session and may encompass self-reflection, the establishment of connections among experiences in different contexts, and the use of these experiences to elicit…”
MethodInterpersonal process and outcome in variants of cognitive–behavioral psychotherapy
Critchfield, K. L., Henry, W. P., Castonguay, L. G., & Borkovec, T. D. (2007) · Journal of Clinical Psychology · doi:10.1002/jclp.20329 · Cited by 36 · see citing works
Oddli, H. W., & Rønnestad, M. H. (2011) · Psychotherapy Research · doi:10.1080/10503307.2011.633280 · Cited by 35 · see citing works
Client experiences of agency in therapy
Hoener, C., Stiles, W. B., Luka, B. J., & Gordon, R. A. (2012) · Person-Centered & Experiential Psychotherapies · doi:10.1080/14779757.2011.639460 · Cited by 33 · see citing works
Veränderungsmessung in der Psychotherapie mit dem Ergebnisfragebogen (EB-45)
Haug, S., Puschner, B., Lambert, M. J., & Kordy, H. (2004) · Zeitschrift für Differentielle und Diagnostische Psychologie · doi:10.1024/0170-1789.25.3.141 · Cited by 31 · see citing works
Assessment of Subjective Client Agency in Psychotherapy: A Review
Coleman, R. A., & Neimeyer, R. A. (2014) · Journal of Constructivist Psychology · doi:10.1080/10720537.2014.939791 · Cited by 30 · see citing works
Barnett, L. A. (2012) · Psychodynamic Practice · doi:10.1080/14753634.2013.750120 · Cited by 25 · see citing works
Constantino, M. J., Laws, H. B., Coyne, A. E., Greenberg, R. P., Klein, D. N., Manber, R., ROTHBAUM, B. O., & Arnow, B. A. (2016) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000149 · Cited by 25 · see citing works
Mander, J., Jacob, G. A., Götz, L., Sammet, I., Zipfel, S., & Teufel, M. (2014) · Psychotherapy Research · doi:10.1080/10503307.2014.889330 · Cited by 18 · see citing works
Agency, surrender, and grace in psychoanalysis.
Safran, J. D. (2016) · Psychoanalytic Psychology · doi:10.1037/a0038020 · Cited by 17 · see citing works
Dermody, S. S., Quilty, L. C., & Bagby, R. M. (2016) · Journal of Counseling Psychology · doi:10.1037/cou0000144 · Cited by 15 · see citing works
Nikendei, C., Haitz, M., Huber, J., Ehrenthal, J. C., Herzog, W., Schauenburg, H., & Dinger, U. (2016) · International Journal of Mental Health Systems · doi:10.1186/s13033-016-0074-6 · Cited by 14 · see citing works
A pan-theoretical conceptualization of client involvement in psychotherapy
Morris, E. M. J., Fitzpatrick, M. R., & Renaud, J. (2014) · Psychotherapy Research · doi:10.1080/10503307.2014.935521 · Cited by 12 · see citing works
Zeeck, A., Hartmann, A., & Orlinsky, D. E. (2004) · PPmP - Psychotherapie · Psychosomatik · Medizinische Psychologie · doi:10.1055/s-2003-814790 · Cited by 11 · see citing works
Delsignore, A., Schnyder, U., & Znoj, H. (2006) · Verhaltenstherapie · doi:10.1159/000091271 · Cited by 6 · see citing works
Interaction rules and strategies in psychotherapy.
Lichtenberg, J. W., & Tracey, T. J. G. (2003) · Journal of Counseling Psychology · doi:10.1037/0022-0167.50.3.267 · Cited by 4 · see citing works
Joseph, D. M., Hilsenroth, M. J., & Diener, M. J. (2014) · American Journal of Psychotherapy · doi:10.1176/appi.psychotherapy.2014.68.3.319 · Cited by 3 · see citing works
Flagged first, then by citations
1 of the 69 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Baumeister, H., Bauereiss, N., Zarski, A.-C., Braun, L., Buntrock, C., Hoherz, C., Idrees, A. R., Kraft, R., Meyer, P., Nguyen, T. B. D., et al. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.660534 · Cited by 30 · see citing works
“73 [therapist-oriented passivity; (72)].”
MethodTherapeutic agency, in‐session behavior, and patient–therapist interaction
Huber, J., Born, A., Claaß, C., Ehrenthal, J. C., Nikendei, C., Schauenburg, H., & Dinger, U. (2018) · Journal of Clinical Psychology · doi:10.1002/jclp.22700 · Cited by 27 · see citing works
Doorn, K. A., Békés, V., & Luo, X. (2021) · Brain Sciences · doi:10.3390/brainsci11101288 · Cited by 20 · see citing works
Zur Entwicklung tiefenpsychologischer Ausbildungsinstitute
Schauenburg, H., Dinger, U., Kriebel, A., Huber, J., Friederich, H., Herzog, W., & Nikendei, C. (2018) · Psychotherapeut · doi:10.1007/s00278-018-0320-2 · Cited by 17 · see citing works
Hauschild, S., Taubner, S., Blachowiak, T. V., Dinger, U., Gündel, H., Herpertz, S., Rademacher, J., Strauß, B., Storck, T., Vassileva, R., et al. (2025) · BMC Psychiatry · doi:10.1186/s12888-025-06809-0 · Cited by 2 · see citing works
Inside the consulting room of a highly effective therapist: An analysis of first sessions
Caçador, S., Sousa, D., & Cooper, M. (2023) · Counselling and Psychotherapy Research · doi:10.1002/capr.12705 · Cited by 3 · see citing works
The Functional Domain of Self-Criticism
Dinger, U., Löw, C. A., & Ehrenthal, J. (2021) · Depression and Personality Dysfunction · doi:10.1007/978-3-030-70699-9_7 · Cited by 1 · see citing works
Hammelrath, L., Brose, A., Heinrich, M., Zagorscak, P., Burchert, S., Langhammer, T., & Knaevelsrud, C. (2025) · BMJ Open · doi:10.1136/bmjopen-2025-102392 · Cited by 1 · see citing works
The Therapeutic Agency Inventory: Translation and Preliminary Validation in a Korean Sample
Min, Y., Kim, C., & Lim, J. (2026) · Counselling and Psychotherapy Research · doi:10.1002/capr.70207 · Cited by 1 · see citing works
Discordances in Ascriptions of Agency and Reflectivity in the First Psychotherapy Session
Toivonen, H. K., Wahlström, J., & Kurri, K. (2018) · Journal of Constructivist Psychology · doi:10.1080/10720537.2018.1515048 · Cited by 1 · see citing works
Good practice in der institutionellen Kommunikation
Larcher, S. B., Pick, I., & The (2023) · De Gruyter eBooks · doi:10.1515/9783111010083 · Cited by 1 · see citing works
Fragen als good practices in der psychodynamischen Psychotherapie
Spranz-Fogasy, T., Nikendei, C., Ehrenthal, J. C., & Kabatnik, S. (2023) · De Gruyter eBooks · doi:10.1515/9783111010083-010 · Cited by 1 · see citing works
Sørensen, K. D., Bremer, K., & Wilberg, T. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1412665 · Cited by 2 · see citing works
Hauschild, S., & Taubner, S. (2023) · PTT - Persönlichkeitsstörungen: Theorie und Therapie · doi:10.21706/ptt-27-1-36
Hammelrath, L., Brose, A., Heinrich, M., Zagorscak, P., Burchert, S., Langhammer, T., & Knaevelsrud, C. (2025) · medRxiv · doi:10.1101/2025.03.14.25323957
(2025) · Elsevier eBooks · doi:10.1016/b978-3-437-21835-4.00116-5
Behr, S., Bohn, J., Fenski, F., Hammelrath, L., Bellu, L., Boettcher, J., Knaevelsrud, C., & Schaeuffele, C. (2026) · Psychotherapy Research · doi:10.1080/10503307.2026.2638268
McPhail, I. V., Igoumenou, A., Gerritsen, C. J., Heasman, A., Stephens, S., Dadgardoust, L., Shatokhina, K., Chouinard-Thivierge, S., Mitrevski, D., Kelly, E., et al. (2026) · doi:10.2196/preprints.103515
Jutzi, F. K., Witthöft, M., Baumeister, H., Denninger, M., Rief, W., Bleichhardt, G. M., Bailer, J., Kirsch, P., Erkic, M., Mier, D. U., et al. (2026) · Trials · doi:10.1186/s13063-026-09886-y
Min, Y., & Kim, C. (2026) · Journal of Counseling & Development · doi:10.1002/jcad.70061
A non-fungible token (NFT)-Based framework for antenatal care in resource-constrained settings
Sibanda, K., Ndayizigamiye, P., & Twinomurinzi, H. (2026) · Digital Health · doi:10.1177/20552076261478842
- Authors
- Huber, J., Nikendei, C., Ehrenthal, J. C., Schauenburg, H., Mander, J., & Dinger, U.
- Affiliations
- University Hospital Heidelberg (DE)
- Heidelberg University (DE)
- Corresponding author
- Dinger, Ulrike
- ORCID
- Venue
- Psychotherapy Research
- Publisher
- Informa UK Limited
- Published
- 2018-03-20
- Volume
- 29
- Issue
- 7
- Pages
- 919-934
- ISSN
- 1050-3307 (ISSN-L)
- 1468-4381
- OpenAlex
- W2790212596
- Cited by
- 21
- References
- 69
- Citations by year
- 2026: 6 · 2025: 4 · 2024: 1 · 2023: 4 · 2021: 3 · 2018: 3
- FWCI
- 1.76
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychotherapy Research (publishedVersion)
- PubMed (publishedVersion)
- 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 › Psychoanalysis and Psychopathology Research
- Keywords
- patient self-report, psychotherapy outcome, self-efficacy expectations, control beliefs, psychological distress, depression, inpatient psychotherapy
- MeSH terms
- Adult, Mental Disorders, Female, Humans, Inpatients, Internal-External Control, Male, Psychometrics, Psychotherapeutic Processes, Self Report
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