Change search
Link to record
Permanent link

Direct link
Publications (10 of 80) Show all publications
Hau, S., Rugolon, F., Samuels, T. J. & Högman, L. (2025). Let’s talk about non-verbal communication: using AI and Machine learning for the investigation of interpersonal psychotherapeutic interactions. Scandinavian Psychoanalytic Review, 1-12
Open this publication in new window or tab >>Let’s talk about non-verbal communication: using AI and Machine learning for the investigation of interpersonal psychotherapeutic interactions
2025 (English)In: Scandinavian Psychoanalytic Review, ISSN 0106-2301, E-ISSN 1600-0803, p. 1-12Article in journal (Refereed) Epub ahead of print
Abstract [en]

The transmissions in the interpersonal communication in psychotherapy is very complex as both parties are simultaneous senders and recipients of non-verbal and verbal messages. To learn more about these transmissions, it is important in psychotherapy research to link the non-verbal communication to the verbal content and to explore the communication patterns that arise over time. Non-verbal communication is multimodal and includes, for example, body/head position and movements, facial expressions, eye movements or emotional prosody. These non-verbal signals also form part of the complex interactional synchronization patterns that include reflections of emotional expression. First results will be presented of an interdisciplinary project, in which the fields of psychology and data science are brought together. The aim of the study is to analyze all sessions of video-recorded psychodynamic psychotherapy with the help of AI-based methods such as machine learning and time series analyses to investigate what is transmitted non-verbally and which nonverbal interactive behavioral patterns develop between patient and therapist.

Place, publisher, year, edition, pages
London: , 2025
Keywords
Psychodynamic psychotherapy, process research, machine learning, AI, interaction
National Category
Psychology Computer Sciences
Research subject
Clinical Psychology; IT for health
Identifiers
urn:nbn:se:su:diva-246608 (URN)10.1080/01062301.2025.2539549 (DOI)2-s2.0-105014880021 (Scopus ID)
Projects
Let's talk about nonverbal communication
Funder
Marcus and Amalia Wallenberg Foundation
Available from: 2025-09-09 Created: 2025-09-09 Last updated: 2025-09-16
Strømme, H. & Hau, S. (2025). Transmissions and transformations in learning to work in the transference. A qualitative pilot study of a therapy and a corresponding supervision process of a pre-graduate psychologist in psychoanalytic-oriented training. Scandinavian Psychoanalytic Review
Open this publication in new window or tab >>Transmissions and transformations in learning to work in the transference. A qualitative pilot study of a therapy and a corresponding supervision process of a pre-graduate psychologist in psychoanalytic-oriented training
2025 (English)In: Scandinavian Psychoanalytic Review, ISSN 0106-2301, E-ISSN 1600-0803Article in journal (Refereed) Epub ahead of print
Abstract [en]

Empirical studies until now have not been rigged for documenting the personal changes taking place in trainees when learning to work in the transference by conducting therapy and receiving supervision. The aim of this pilot study is to explore how we can start investigating such a complex learning task. The research question is: During the corresponding therapy and supervision processes, how does a psychology student in a professional-oriented psychology study programme learn to contain and intervene in the transference here-and-now in the therapy relationship with the help of supervision? This qualitative, single-case study is part of the ongoing Nordic Psychotherapy Training Study (NORTRAS). Relevant data from video recordings of therapy and supervision sessions and research interviews are selected and triangulated in the data analysis. In the results, a transformative learning process is described where the therapist during the process became able to formulate in words emotions that initially were communicated through anxieties, projections, somatizations, and avoidance responses and to start talking with the patient about these feelings. The supervisor supported the process by her containment and psychoanalytic listening and knowledge, and by offering suggestions for interventions.

Keywords
learning, Psychoanalytic therapy, supervision, training, transference
National Category
Applied Psychology
Identifiers
urn:nbn:se:su:diva-246156 (URN)10.1080/01062301.2025.2533703 (DOI)2-s2.0-105011093037 (Scopus ID)
Available from: 2025-09-03 Created: 2025-09-03 Last updated: 2025-09-03
Hau, S. (2024). Arbeit mit Träumen in der psychoanalytischen Psychotherapie. Verhaltenstherapie und Verhaltensmedizin, 45(3), 220-230
Open this publication in new window or tab >>Arbeit mit Träumen in der psychoanalytischen Psychotherapie
2024 (German)In: Verhaltenstherapie und Verhaltensmedizin, ISSN 1013-1973, Vol. 45, no 3, p. 220-230Article in journal (Refereed) Published
Abstract [en]

The interpretation of dreams holds a special place in psychoanalytic psychotherapy. While Sigmund Freud regarded dreams as attempts at wish fulfillment-containing unconscious meanings hidden in their latent content - more recent psychoanalytic theories emphasize the clinical significance of the manifest dream. This text presents three such contemporary approaches in greater detail and explores their clinical implications. First is Erik Homburger Erikson's model of dream analysis, which systematically examines the manifest content of dreams. Second is Ernest Hartmann's emotionally focused approach, which centers on how dreams process affect. Finally, Ulrich Moser and Ilka von Zeppelin's model of dream generation is introduced, in which dreams are understood as simulations of micro-worlds.

Keywords
psychoanalysis, dream, dream interpretation, manifest dream content, transference
National Category
Psychology (Excluding Applied Psychology)
Identifiers
urn:nbn:se:su:diva-247913 (URN)10.2440/006-0048 (DOI)2-s2.0-105017183939 (Scopus ID)
Available from: 2025-10-15 Created: 2025-10-15 Last updated: 2025-10-15Bibliographically approved
Strømme, H. & Hau, S. (2024). Developing therapeutic competence: Learning to work in the transference. In: Psychoanalytic Studies of Change: An Integrative Perspective (pp. 198-208). Routledge
Open this publication in new window or tab >>Developing therapeutic competence: Learning to work in the transference
2024 (English)In: Psychoanalytic Studies of Change: An Integrative Perspective, Routledge, 2024, p. 198-208Chapter in book (Refereed)
Abstract [en]

How do we learn working in the transference? In this chapter, we present empirical studies investigating aspects of the learning process necessary for dealing with transference phenomena, with a specific aim to identify possible intrapsychic changes in the trainees. None of the training studies especially highlight learning to work in the transference but rather address psychoanalytic (and psychodynamic) competence in general. The results in the training-outcome studies indicate that therapists’ personalities are not easily changed. The training-process studies show that trainees typically have transference- and defensive reactions toward their supervisors and that such reactions are difficult to handle while complex and challenging learning processes are going on. In sum, there is only fragmented empirical research on the change process taking place in trainees during learning to work in the transference. Further empirical research is not only needed to investigate the learning process in more detail but also for further developing the psychoanalytic therapeutic tradition. Better studies are also required in order to test main assumptions and to substantiate the relevance of working in the transference. Finally, we present an ongoing sub-study within the Nordic Psychotherapy Training Study with the aim to meet some of these needs.

Place, publisher, year, edition, pages
Routledge, 2024
National Category
Sociology (Excluding Social Work, Social Anthropology, Demography and Criminology)
Identifiers
urn:nbn:se:su:diva-235960 (URN)10.4324/9781032651934-21 (DOI)2-s2.0-85186982093 (Scopus ID)9781032651934 (ISBN)
Available from: 2024-11-26 Created: 2024-11-26 Last updated: 2025-02-17Bibliographically approved
Hau, S. (2024). Editorial. Scandinavian Psychoanalytic Review, 47(2), 75-76
Open this publication in new window or tab >>Editorial
2024 (English)In: Scandinavian Psychoanalytic Review, ISSN 0106-2301, E-ISSN 1600-0803, Vol. 47, no 2, p. 75-76Article in journal, Editorial material (Refereed) Published
Abstract [en]

Dear Readers,

I am excited to introduce the latest issue of the Scandinavian Psychoanalytic Review, a special issue on the topic of Transmissions, which was the overall theme of the latest Nordic Psychoanalytic Congress in Oslo, held from August 8–11, 2024.

The editors of SPR invited all presenters to publish their congress presentations in a special issue of the Scandinavian Psychoanalytic Review. As most of the presenters accepted our invitation, we are now able to present this special issue in two parts. The next issue of SPR will contain an additional eight articles on the topic of transformation.

National Category
Applied Psychology
Identifiers
urn:nbn:se:su:diva-240072 (URN)10.1080/01062301.2025.2463931 (DOI)2-s2.0-105001879476 (Scopus ID)
Available from: 2025-03-03 Created: 2025-03-03 Last updated: 2025-05-06Bibliographically approved
Hau, S. (2024). Editorial issue 47-1. Scandinavian Psychoanalytic Review, 47(1), 1-2
Open this publication in new window or tab >>Editorial issue 47-1
2024 (English)In: Scandinavian Psychoanalytic Review, ISSN 0106-2301, E-ISSN 1600-0803, Vol. 47, no 1, p. 1-2Article in journal, Editorial material (Other academic) Published
National Category
Psychology
Research subject
Psychology
Identifiers
urn:nbn:se:su:diva-238894 (URN)10.1080/01062301.2024.2393534 (DOI)2-s2.0-85206693440 (Scopus ID)
Available from: 2025-02-04 Created: 2025-02-04 Last updated: 2025-02-05Bibliographically approved
Hau, S. (2024). Potentially uncanny! Dreaming as a simulation process between the familiar and unfamiliar. Scandinavian Psychoanalytic Review, 47(1), 41-48
Open this publication in new window or tab >>Potentially uncanny! Dreaming as a simulation process between the familiar and unfamiliar
2024 (English)In: Scandinavian Psychoanalytic Review, ISSN 0106-2301, E-ISSN 1600-0803, Vol. 47, no 1, p. 41-48Article in journal (Refereed) Published
Abstract [en]

The text investigates a specific aspect of dreams and dreaming, which is best described with reference to the Freudian concept of ‘the Uncanny’. By combining psychoanalytical knowledge with concepts developed within the frame of empirical dream research, the dream generation model by Moser and v. Zeppelin is applied in order to discuss aspects of Dream-work. Dream-processes are described as oscillating between two areas – a familiar and an unfamiliar world. The approach to unfamiliar material in a dream implies the potential of uncanniness. Thus, every dream contains potentially uncanny material. Clinical implications for dream interpretations are discussed. 

Keywords
dream, dreamwork, process, uncanny, Zurich Dream Process Coding System
National Category
Psychology (Excluding Applied Psychology)
Research subject
Psychology
Identifiers
urn:nbn:se:su:diva-239302 (URN)10.1080/01062301.2024.2386772 (DOI)2-s2.0-85200475987 (Scopus ID)
Available from: 2025-02-12 Created: 2025-02-12 Last updated: 2025-02-18Bibliographically approved
Byström, M., Wood, I., Bernhard-Oettel, C. & Hau, S. (2023). Narrated Experiences of Sexual and Gender Minority Refugees: Resilience in the Context of Hardship from Pre- to Post-Migration. Nordic Journal of Migration Research, 13(1), Article ID 3.
Open this publication in new window or tab >>Narrated Experiences of Sexual and Gender Minority Refugees: Resilience in the Context of Hardship from Pre- to Post-Migration
2023 (English)In: Nordic Journal of Migration Research, E-ISSN 1799-649X, Vol. 13, no 1, article id 3Article in journal (Refereed) Published
Abstract [en]

Refugees from sexual and gender minorities (SGMs) face particular hardships, which demand adaptive responses. This pilot study explored SGM refugees’ experiences of resilience within the context of hardship from pre- to post-migration. Eleven semi-structured interviews with SGM refugees who had migrated to Sweden were analysed using thematic analysis. Four themes were identified: (1) Concealing Identity in Response to Pervasive Oppression, (2) Living in Suspension, (3) External Sources of Support and (4) Strength from Within. Respondents reported utilising limited external resources and employing considerable internal resources in order to navigate and survive in the face of hardships that carried over and shifted across time. A more nuanced understanding of the connections between resilience and hardship is needed to inform post-migration reception practices and service provision in order to facilitate resilience in SGM refugees.

Keywords
sexual minorities, gender minorities, SOGI, LGBT, refugees, asylum seekers, Sweden
National Category
Other Social Sciences Psychology
Research subject
Psychology
Identifiers
urn:nbn:se:su:diva-215806 (URN)10.33134/njmr.364 (DOI)000936177800003 ()2-s2.0-85152540194 (Scopus ID)
Available from: 2023-03-29 Created: 2023-03-29 Last updated: 2024-10-15Bibliographically approved
Döllinger, L., Letellier, I., Högman, L., Laukka, P., Fischer, H. & Hau, S. (2023). Trainee psychotherapists’ emotion recognition accuracy during 1.5 years of psychotherapy education compared to a control group: No improvement after psychotherapy training. PeerJ, 11, Article ID e16235.
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
Show others...
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
Döllinger, L., Högman, L., Laukka, P., Fischer, H. & Hau, S. (2023). Trainee psychotherapists’ emotion recognition accuracy improves after training: emotion recognition training as a tool for psychotherapy education. Frontiers in Psychology, 14, Article ID 1188634.
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
Show others...
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
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0003-0054-1379

Search in DiVA

Show all publications