9 results on '"Nussbeck, Fridtjof W."'
Search Results
2. Individual and dyadic development of personal growth in couples coping with cancer
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Künzler, Alfred, Nussbeck, Fridtjof W., Moser, Michael T., Bodenmann, Guy, and Kayser, Karen
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- 2014
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3. BERT meets LIWC: Exploring State-of-the-Art Language Models for Predicting Communication Behavior in Couples' Conflict Interactions
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Biggiogera, Jacopo, Boateng, George, Hilpert, Peter, Vowels, Matthew, Bodenmann, Guy, Neysari, Mona, Nussbeck, Fridtjof W., Kowatsch, Tobias, Hammal, Zakia, and Busso, Carlos
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FOS: Computer and information sciences ,Computer Science - Computation and Language ,J.4 ,Couples, predicting observer ratings, multimodal fusion, behavioral signal processing, BERT, LIWC, SVM ,health sciences ,05 social sciences ,computer science ,information management ,050109 social psychology ,behavioral science ,Couples ,Predicting ,Observer ratings ,Multimodal fusion ,Behavioral signal processing ,BERT ,LIWC ,SVM ,050105 experimental psychology ,communication behavior, couples, linguistic features ,0501 psychology and cognitive sciences ,ddc:004 ,Computation and Language (cs.CL) ,social sciences - Abstract
Many processes in psychology are complex, such as dyadic interactions between two interacting partners (e.g. patient-therapist, intimate relationship partners). Nevertheless, many basic questions about interactions are difficult to investigate because dyadic processes can be within a person and between partners, they are based on multimodal aspects of behavior and unfold rapidly. Current analyses are mainly based on the behavioral coding method, whereby human coders annotate behavior based on a coding schema. But coding is labor-intensive, expensive, slow, focuses on few modalities. Current approaches in psychology use LIWC for analyzing couples' interactions. However, advances in natural language processing such as BERT could enable the development of systems to potentially automate behavioral coding, which in turn could substantially improve psychological research. In this work, we train machine learning models to automatically predict positive and negative communication behavioral codes of 368 German-speaking Swiss couples during an 8-minute conflict interaction on a fine-grained scale (10-seconds sequences) using linguistic features and paralinguistic features derived with openSMILE. Our results show that both simpler TF-IDF features as well as more complex BERT features performed better than LIWC, and that adding paralinguistic features did not improve the performance. These results suggest it might be time to consider modern alternatives to LIWC, the de facto linguistic features in psychology, for prediction tasks in couples research. This work is a further step towards the automated coding of couples' behavior which could enhance couple research and therapy, and be utilized for other dyadic interactions as well., Comment: 5 pages. Accepted at the 2nd Workshop on Social Affective Multimodal Interaction for Health (SAMIH) at ICMI 2021
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- 2021
4. I blame you, I hear you: Couples' pronoun use in conflict and dyadic coping.
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Meier, Tabea, Milek, Anne, Mehl, Matthias R., Nussbeck, Fridtjof W., Neysari, Mona, Bodenmann, Guy, Martin, Mike, Zemp, Martina, and Horn, Andrea B.
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GENDER role ,SOCIAL support ,LANGUAGE & languages ,FAMILY conflict ,SPOUSES ,SEX distribution ,INTERPERSONAL relations ,PSYCHOLOGICAL adaptation ,SEXUAL partners - Abstract
In dyadic interaction, a verbal focus on one individual ("you-talk," "I-talk"), rather than on the couple ("we-talk") has predominantly been linked to dysfunctional relationship processes. However, context differences in these links have not yet been systematically examined. Is it functional to asymmetrically focus on one partner during support interactions but problematic during conflict? Does a high level of couple-focus represent a resource across contexts? In this preregistered study, we investigated dyad-level pronoun use (we-/I-/you-talk) and their link to situational relationship functioning (SRF) across three interaction tasks (one conflict, two dyadic coping tasks) within couples (N = 365). More specifically, we examined associations of couple-means, i.e. pronoun use as a shared resource/vulnerability between partners, and couple-differences, i.e. functional/dysfunctional asymmetric pronoun use with observed interaction positivity and relationship climate. Results revealed both context differences and similarities. Asymmetric partner-focus (i.e. you-talk) was dysfunctional in conflict, whereas asymmetric partner- and self-focus (i.e., you-talk/I-talk; focus on the stressed partner) were functional in dyadic coping. Beyond asymmetry, you-talk (couple-mean) showed consistent negative associations with SRF in all tasks studied. We-talk (couple-mean) was positively linked to SRF, but only in conflict interactions. In conflict, couple-focus thus represented a shared resource that can buffer from dysfunctional conflict interaction characterized by partner-focus. In line with conceptual frameworks, the dyadic coping results emphasize the importance of focusing on the partner in need. The study corroborates the prospect of pronoun use as a context-specific indicator of relationship functioning. Gender differences, implications for future research and possible interventions are discussed. [ABSTRACT FROM AUTHOR]
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- 2021
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5. The Spillover of Child-Related Stress into Parents' Relationship Mediated by Couple Communication
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Zemp, Martina, Nussbeck, Fridtjof W, Cummings, E Mark, Bodenmann, Guy, University of Zurich, and Zemp, Martina
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couples ,3204 Developmental and Educational Psychology ,intimate relationship ,stress ,10093 Institute of Psychology ,parenting ,3301 Social Sciences (miscellaneous) ,Developmental and Educational Psychology ,150 Psychology ,Children ,Social Sciences (miscellaneous) ,3304 Education ,Education - Abstract
Objective: The present study examines the impact of parents' perceptions of child-related stress on observed couple communication and their self-reported relationship satisfaction. Background: A considerable body of evidence indicates that challenges related to raising children can negatively affect parents' interactions and relationship satisfaction. Although some potentially underlying mechanisms have been explored in previous research, questions about the potential effect of child-related stress on the interparental relationship remain open. Method: Parents' perceptions of child-related stress and relationship satisfaction were assessed in a convenience sample of 118 parental couples living in Switzerland. Additionally, the couples participated in a conflict conversation task to obtain an observational measure of couples' communication quality. Data were analyzed with an actor-partner interdependence mediation model. Results: Child-related stress among parents was directly linked to lower relationship satisfaction in both partners and one partner's child-related stress was associated with the other partner's communication quality. The mediation analysis revealed that high levels of child-related stress were linked with relationship satisfaction by impairing the other partner's communication quality. Conclusion: The study suggests that child-related stress is among the challenges that may impair parents' relationship quality, partially mediated through worsened couple communication.
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- 2017
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6. Higher emotional distress in female partners of cancer patients: prevalence and patient-partner interdependencies in a 3-year cohort
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Moser, Michael T., Kuenzler, Alfred, Nussbeck, Fridtjof W., Bargetzi, Mario, and Znoj, Hans J.
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Adult ,Male ,Anxiety ,Cohort Studies ,Young Adult ,Sex Factors ,Neoplasms ,Prevalence ,Humans ,cancer ,Interpersonal Relations ,Spouses ,Aged ,Aged, 80 and over ,couples ,Depressive Disorder ,Depression ,transmission ,distress ,Middle Aged ,APIM ,Anxiety Disorders ,Caregivers ,oncology ,Linear Models ,Quality of Life ,Female ,Stress, Psychological - Abstract
ObjectiveAssessment and treatment of psychological distress in cancer patients was recognized as a major challenge. The role of spouses, caregivers, and significant others became of salient importance not only because of their supportive functions but also in respect to their own burden. The purpose of this study was to assess the amount of distress in a mixed sample of cancer patients and their partners and to explore the dyadic interdependence. MethodsAn initial sample of 154 dyads was recruited, and distress questionnaires (Hospital Anxiety and Depression Scale, Symptom Checklist 9-Item Short Version and 12-Item Short Form Health Survey) were assessed over four time points. Linear mixed models and actor-partner interdependence models were applied. ResultsA significant proportion of patients and their partners (up to 40%) reported high levels of anxiety, depression, psychological distress, and low quality of life over the course of the investigation. Mixed model analyses revealed that higher risks for clinical relevant anxiety and depression in couples exist for female patients and especially for female partners. Although psychological strain decreased over time, the risk for elevated distress in female partners remained. Modeling patient-partner interdependence over time stratified by patients' gender revealed specific effects: a moderate correlation between distress in patients and partners, and a transmission of distress from male patients to their female partners. ConclusionsOur findings provide empirical support for gender-specific transmission of distress in dyads coping with cancer. This should be considered as an important starting point for planning systemic psycho-oncological interventions and conceptualizing further research. Copyright (c) 2013 John Wiley & Sons, Ltd.
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- 2013
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7. Love styles, coping, and relationship satisfaction: A dyadic approach.
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VEDES, ANA, HILPERT, PETER, NUSSBECK, FRIDTJOF W., RANDALL, ASHLEY K., BODENMANN, GUY, and LIND, WOLFGANG R.
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INTERPERSONAL relations ,COUPLES ,HETEROSEXUAL men ,QUALITATIVE research ,GRATITUDE - Abstract
Romantic partners have different attitudes on what love is and what it means to be in a romantic relationship. These attitudes are conceptualized as love styles that relate to relationship-maintenance behaviors and relationship satisfaction. Specifically, love styles could be associated with how partners cope with stress (dyadic coping), which in turn may be associated with relationship satisfaction. Using self-report data from 92 heterosexual couples, findings showed that: (a) eros and agape love styles have positive direct effects on dyadic coping and relationship satisfaction, whereas ludus has a negative direct effect on dyadic coping and relationship satisfaction and (b) dyadic coping partially mediated the association between love styles and relationship satisfaction. Overall, associations were stronger for women than for men. [ABSTRACT FROM AUTHOR]
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- 2016
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8. Enhancement of Couples' Communication and Dyadic Coping by a Self-Directed Approach: A Randomized Controlled Trial.
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Bodenmann, Guy, Hilpert, Peter, Nussbeck, Fridtjof W., and Bradbury, Thomas N.
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PSYCHOLOGICAL distress ,RANDOMIZED controlled trials ,CLINICAL medicine research ,WELL-being ,DYADIC communication - Abstract
Although prevention of relationship distress and dissolution has potential to strengthen the well-being of partners and any children they are raising, dissemination of prevention programs can be limited because couples face many barriers to in-person participation. An alternative strategy, providing couples with an instructional DVD, is tested in the present study, in which 330 Caucasian couples (N = 660 participants; mean age: men 41.4 years, women 40.0 years) were randomly assigned to a DVD group without any further support, a DVD group with technical telephone coaching, or a wait-list control group. Couples completed questionnaires at pretest, posttest, and 3 and 6 months after completion of the intervention. Self-report measures of dyadic coping, communication quality, ineffective arguing, and relationship satisfaction were used to test whether the intervention groups improved in comparison with the control group. Women in both intervention groups increased in dyadic coping, reduced conflict behavior, and were more satisfied with their relationship 6 months after the intervention. Effects for men were mixed. Participants with poorer skills reported stronger improvement. Intimate relationships can, within limits, be positively influenced by a self-directed approach. Effective dissemination of principles underlying successful relationships can be facilitated through the use of emerging low-cost tools and technologies. [ABSTRACT FROM AUTHOR]
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- 2014
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9. Couple relationship education: A randomized controlled trial of professional contact and self-directed tools.
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Zemp, Martina, Merz, Corina A., Halford, W. Kim, Nussbeck, Fridtjof W., Schaer Gmelch, Marcel, and Bodenmann, Guy
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COUPLES , *INTERPERSONAL relations , *DYADIC communication , *RANDOMIZED controlled trials , *PERSONAL space , *ADAPTABILITY (Personality) , *COMPARATIVE studies , *FAMILIES , *RESEARCH methodology , *MEDICAL cooperation , *PATIENT-professional relations , *RESEARCH , *SATISFACTION , *HEALTH self-care , *EVALUATION research , *COUPLES therapy - Abstract
The aim of this randomized controlled trial was to examine the efficacy of an evidence-based relationship distress prevention program, the Couples Coping Enhancement Training (CCET), in dual well-earning couples and to investigate whether effects vary by (a) hours of professional contact and (b) mode of delivery (face to face vs. self-learning DVD). N = 159 couples were randomly assigned to 1 of 4 intervention conditions: (1) standard CCET (15 hours face to face), (2) compact CCET (12 hr face to face), (3) short CCET (self-learning DVD + 8 hr face to face), or (4) wait-list control group. Relationship satisfaction and dyadic coping skills were assessed by means of questionnaires completed prior to and 2 weeks after completion of the treatment, at 3-month follow-up, and at 6-month follow-up. Baseline latent change models for 2 factors showed that the CCET enhanced relationship satisfaction and dyadic coping skills in couples relative to the wait-list control group, albeit effects were small. The standard format of the CCET was not more effective than the compact or the short format indicating that reduced amount of professional contact did not decrease the treatment's efficacy and that the self-learning DVD successfully replaced the psycho-educational part of the program. Since dual earner couples usually face multiple stressors, it is a promising finding that they can strengthen their relationship with a relatively short time investment. (PsycINFO Database Record [ABSTRACT FROM AUTHOR]
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- 2017
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