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I know how you feel: Emotion recognition accuracy and training in psychotherapy education
Stockholm University, Faculty of Social Sciences, Department of Psychology, Clinical psychology.ORCID iD: 0000-0003-2334-4511
2023 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Researchers, practitioners and legislators agree that it is important to understand which kinds of psychotherapeutic treatments lead to lasting positive changes in patients’ well-being, how those treatments can be administered in efficient ways and how it can be determined which patients would benefit from which treatment. In recent years, there has also been growing interest in those who practice psychotherapy; specifically, in the socio-emotional and interpersonal characteristics and competencies that psychotherapists should possess to provide high quality treatments for a variety of patients, irrespective of psychotherapy approach. This thesis studies one such important psychotherapist competency, namely the ability to recognize non-verbal emotional expressions in others. Psychotherapists need to be able to help patients experience, understand and express their emotions, and, in this context, it is crucial that they themselves have good socio-emotional competencies, like emotion recognition accuracy. Still, there is surprisingly little research about psychotherapists’ emotion recognition accuracy and about how they could be supported in improving this ability in the course of their education. 

Study I explores trainee psychotherapists’ emotion recognition accuracy in the beginning and in the end of theoretical and practical psychotherapy education, and compares it to a control group of undergraduate students. The results reveal that trainee psychotherapists in the beginning of their education show superior emotion recognition accuracy for multimodal (audio, video, audio-video) emotional expressions and micro expressions (<200ms) compared to the control group. This suggests that those who choose to become psychotherapists might already possess elevated emotion recognition accuracy or might have developed it early on during their studies. However, after one and a half years of education, their multimodal and micro expression emotion recognition accuracy does not improve significantly more than the control groups’ accuracy. This suggests that standard (psychodynamic and cognitive behavioral) psychotherapy education does not automatically lead to improved emotion recognition accuracy, even though the trainees learn how to conduct psychotherapy and also treat their first patients at the university clinic. Or, alternatively, that the socio-emotional competencies that develop during the education might not be captured by the standardized computerized emotion recognition accuracy tasks used in this study. Nonetheless, this finding might also suggest that more explicit training of emotion recognition accuracy is needed. Study II then investigates two newly developed standardized computerized emotion recognition accuracy trainings, one for multimodal emotion recognition accuracy and one for micro expression recognition accuracy. The trainings are evaluated in a sample of undergraduate students using a mixed design. The trainings are compared to one another and to an active control training. Both trainings are found to significantly improve the participants’ emotion recognition accuracy in a one-week posttest. Study III extends those findings using a sample of trainee psychotherapists. Also in the target population, both trainings are found to be effective in the one-week posttest. In addition to that, the multimodal training shows effects for unimodal emotion recognition accuracy for audio-only and video-only stimuli in the one-year follow-up towards the end of psychotherapy education. This indicates that standardized computerized emotion recognition accuracy training can be used as a tool for improving trainee psychotherapists’ emotion recognition accuracy, even though additional interventions might be needed for securing long-term success for all facets of emotion recognition. Future research should explore the practical impact of trainee psychotherapists’ emotion recognition accuracy and the training of this ability. 

The findings of this thesis are, on the one hand, surprising, in so far as psychotherapy education likely does not lead to improvements in trainee psychotherapists’ emotion recognition accuracy. On the other hand, they are encouraging, because they suggest that this ability can be trained with relatively simple and resource-efficient methods. Emotion recognition accuracy training could become part of standard or individualized psychotherapy training, alongside the training of other relevant verbal and non-verbal socio-emotional and interpersonal psychotherapist competencies.

Place, publisher, year, edition, pages
Department of Psychology, Stockholm University , 2023. , p. 88
Keywords [en]
emotion recognition accuracy, psychotherapy education, trainee psychotherapists, psychotherapist competencies, psychotherapist characteristics, emotion recognition accuracy training, multimodal emotion recognition, micro expressions, psychodynamic psychotherapy, cognitive behavioral therapy
National Category
Psychology (excluding Applied Psychology)
Research subject
Psychology
Identifiers
URN: urn:nbn:se:su:diva-221023ISBN: 978-91-8014-506-0 (print)ISBN: 978-91-8014-507-7 (electronic)OAI: oai:DiVA.org:su-221023DiVA, id: diva2:1797494
Public defence
2023-10-27, hörsal 4, hus 2, Albano, Albanovägen 18, Stockholm, 10:00 (English)
Opponent
Supervisors
Projects
Improving psychotherapeutic competences using perceptual socio-emotional training proceduresThe role of perception of emotions and affects in psychotherapy
Funder
Marcus and Amalia Wallenberg Foundation, MAW 2013.0130Forte, Swedish Research Council for Health, Working Life and Welfare, 2013-02727Available from: 2023-10-04 Created: 2023-09-14 Last updated: 2024-02-01Bibliographically approved
List of papers
1. Trainee psychotherapists’ emotion recognition accuracy during 1.5 years of psychotherapy education compared to a control group: No improvement after psychotherapy training
Open this publication in new window or tab >>Trainee psychotherapists’ emotion recognition accuracy during 1.5 years of psychotherapy education compared to a control group: No improvement after psychotherapy training
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2023 (English)In: PeerJ, E-ISSN 2167-8359, Vol. 11, article id e16235Article in journal (Refereed) Published
Abstract [en]

The ability to recognize and work with patients’ emotions is considered an important part of most psychotherapy approaches. Surprisingly, there is little systematic research on psychotherapists' ability to recognize other people’s emotional expressions. In this study, we compared trainee psychotherapists’ non-verbal emotion recognition accuracy to a control group of undergraduate students at two time points: at the beginning and at the end of one and a half years of theoretical and practical psychotherapy training. Emotion recognition accuracy (ERA) was assessed using two standardized computer tasks, one for recognition of dynamic multimodal (facial, bodily, vocal) expressions and one for recognition of facial micro expressions. Initially, 154 participants enrolled in the study, 72 also took part in the follow-up. The trainee psychotherapists were moderately better at recognizing multimodal expressions, and slightly better at recognizing facial micro expressions, than the control group at the first test occasion. However, mixed multilevel modeling indicated that the ERA change trajectories for the two groups differed significantly. While the control group improved in their ability to recognize multimodal emotional expressions from pretest to follow-up, the trainee psychotherapists did not. Both groups improved their micro expression recognition accuracy, but the slope for the control group was significantly steeper than the trainee psychotherapists’. These results suggest that psychotherapy education and clinical training do not always contribute to improved emotion recognition accuracy beyond what could be expected due to time or other factors. Possible reasons for that finding as well as implications for the psychotherapy education are discussed.  

National Category
Applied Psychology
Identifiers
urn:nbn:se:su:diva-221021 (URN)10.7717/peerj.16235 (DOI)001177956500001 ()2-s2.0-85180968441 (Scopus ID)
Funder
Marcus and Amalia Wallenberg Foundation, MAW 2013.0130Forte, Swedish Research Council for Health, Working Life and Welfare, 2013-02727
Available from: 2023-09-13 Created: 2023-09-13 Last updated: 2024-03-27Bibliographically approved
2. Training Emotion Recognition Accuracy: Results for Multimodal Expressions and Facial Micro Expressions
Open this publication in new window or tab >>Training Emotion Recognition Accuracy: Results for Multimodal Expressions and Facial Micro Expressions
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2021 (English)In: Frontiers in Psychology, E-ISSN 1664-1078, Vol. 12, article id 708867Article in journal (Refereed) Published
Abstract [en]

Nonverbal emotion recognition accuracy (ERA) is a central feature of successful communication and interaction, and is of importance for many professions. We developed and evaluated two ERA training programs—one focusing on dynamic multimodal expressions (audio, video, audio-video) and one focusing on facial micro expressions. Sixty-seven subjects were randomized to one of two experimental groups (multimodal, micro expression) or an active control group (emotional working memory task). Participants trained once weekly with a brief computerized training program for three consecutive weeks. Pre-post outcome measures consisted of a multimodal ERA task, a micro expression recognition task, and a task about patients' emotional cues. Post measurement took place approximately a week after the last training session. Non-parametric mixed analyses of variance using the Aligned Rank Transform were used to evaluate the effectiveness of the training programs. Results showed that multimodal training was significantly more effective in improving multimodal ERA compared to micro expression training or the control training; and the micro expression training was significantly more effective in improving micro expression ERA compared to the other two training conditions. Both pre-post effects can be interpreted as large. No group differences were found for the outcome measure about recognizing patients' emotion cues. There were no transfer effects of the training programs, meaning that participants only improved significantly for the specific facet of ERA that they had trained on. Further, low baseline ERA was associated with larger ERA improvements. Results are discussed with regard to methodological and conceptual aspects, and practical implications and future directions are explored.

Keywords
emotion recognition, emotion recognition training, multimodal emotion recognition, micro expression recognition, nonverbal communication
National Category
Psychology
Research subject
Psychology
Identifiers
urn:nbn:se:su:diva-195344 (URN)10.3389/fpsyg.2021.708867 (DOI)000691407500001 ()
Note

The study was financed by a research grant by the Marcus and Amalia Wallenberg Foundation (Marcus och Amalia Wallenbergs Minnesfond; grant no. MAW 2013.0130). The foundation did not influence the study design, conduction or results in any way. The fees for open access publication were provided by Stockholm University.

Available from: 2021-08-12 Created: 2021-08-12 Last updated: 2023-09-14Bibliographically approved
3. Trainee psychotherapists’ emotion recognition accuracy improves after training: emotion recognition training as a tool for psychotherapy education
Open this publication in new window or tab >>Trainee psychotherapists’ emotion recognition accuracy improves after training: emotion recognition training as a tool for psychotherapy education
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2023 (English)In: Frontiers in Psychology, E-ISSN 1664-1078, Vol. 14, article id 1188634Article in journal (Refereed) Published
Abstract [en]

Introduction: Psychotherapists’ emotional and empathic competencies have a positive influence on psychotherapy outcome and alliance. However, it is doubtful whether psychotherapy education in itself leads to improvements in trainee psychotherapists’ emotion recognition accuracy (ERA), which is an essential part of these competencies.

Methods: In a randomized, controlled, double-blind study (N = 68), we trained trainee psychotherapists (57% psychodynamic therapy and 43% cognitive behavioral therapy) to detect non-verbal emotional expressions in others using standardized computerized trainings – one for multimodal emotion recognition accuracy and one for micro expression recognition accuracy – and compared their results to an active control group one week after the training (n = 60) and at the one-year follow up (n = 55). The participants trained once weekly during a three-week period. As outcome measures, we used a multimodal emotion recognition accuracy task, a micro expression recognition accuracy task and an emotion recognition accuracy task for verbal and non-verbal (combined) emotional expressions in medical settings.

Results: The results of mixed multilevel analyses suggest that the multimodal emotion recognition accuracy training led to significantly steeper increases than the other two conditions from pretest to the posttest one week after the last training session. When comparing the pretest to follow-up differences in slopes, the superiority of the multimodal training group was still detectable in the unimodal audio modality and the unimodal video modality (in comparison to the control training group), but not when considering the multimodal audio-video modality or the total score of the multimodal emotion recognition accuracy measure. The micro expression training group showed a significantly steeper change trajectory from pretest to posttest compared to the control training group, but not compared to the multimodal training group. However, the effect vanished again until the one-year follow-up. There were no differences in change trajectories for the outcome measure about emotion recognition accuracy in medical settings.

Discussion: We conclude that trainee psychotherapists’ emotion recognition accuracy can be effectively trained, especially multimodal emotion recognition accuracy, and suggest that the changes in unimodal emotion recognition accuracy (audio-only and video-only) are long-lasting. Implications of these findings for the psychotherapy education are discussed.

Place, publisher, year, edition, pages
Frontiers Media S.A., 2023
Keywords
emotion recognition accuracy, trainee psychotherapists, emotion in psychotherapy, multimodal emotion recognition, micro expression recognition, training emotion recognition, psychotherapy education
National Category
Applied Psychology
Research subject
Psychology
Identifiers
urn:nbn:se:su:diva-221019 (URN)10.3389/fpsyg.2023.1188634 (DOI)001041808800001 ()2-s2.0-85166672073 (Scopus ID)
Funder
Marcus and Amalia Wallenberg Foundation, MAW 2013.0130
Available from: 2023-09-13 Created: 2023-09-13 Last updated: 2024-05-24Bibliographically approved

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