Direction of dependence analysis for pre-post assessments using non-Gaussian methods: a tutorial.

OBJECTIVE: We introduced methods for solving causal direction of dependence between variables observed in pre- and post-psychotherapy assessments, showing how to apply them and investigate their properties via simulations. In addition, we investigated whether changes in depressive symptoms drive changes in social and occupational functioning as suggested by the phase model of psychotherapy or vice versa, or neither. METHOD: As a Gaussian (normal-distribution) model is unidentifiable here, we used an identifiable linear non-Gaussian structural vector autoregression model, conceptualizing instantaneous effects as during-psychotherapy causation and lagged effects as pre-treatment predictors of change. We tested six alternative estimators in six simulation settings that captured different real-world scenarios, and used real psychotherapy data from 1428 adult patients (Finnish Psychotherapy Quality Registry; assessments on Patient Health Questionnaire-9 and Social and Occupational Functioning Assessment Schedule). RESULTS: The methodology was successful in identifying causal directions in simulated data. The real-data results provided no evidence for single direction of dependence, suggesting shared or reciprocal causation. CONCLUSIONS: A powerful new tool was presented to investigate the process of psychotherapy using observational data. Application to patient data suggested that depression symptoms and functioning may reciprocate or reflect third variables instead of one predominantly driving the other during psychotherapy.

Referral assessment and patient waiting time decisions in specialized mental healthcare: an exploratory study of early routine collection of PROM (LOVePROM).

BACKGROUND: Norway has prioritized health services according to the principle of "severity of conditions", where waiting time reflects patients' medical urgency. We aim to investigate if the "severity-of-condition" principle performs well in the priority setting of waiting time, between and within groups of patients using community mental health services. We also aim to investigate the association between patients' diagnoses and symptom severity at the start of treatment and the corresponding waiting time. METHODS: The study analyzed routine data from Lovisenberg electronic Patient-Reported Outcome Measurement (LOVePROM) at Lovisenberg Diaconal Hospital in Norway. We estimated patient-reported severity by using Clinical Outcomes in Routine Evaluation - Outcome Measure (CORE-OM), together with patients' diagnoses to identify patients' needs in general. To assess the performance of current prioritization, we compared waiting times for patients with major depressive disorder and their maximum recommended waiting time. Multivariate regression models were used to assess the association between patient-reported severity, their diagnosis, and waiting times. RESULTS: Of the 6108 mental health disorder patients, patients with moderate to severe conditions waited seven weeks, while patients with mild conditions or below clinical cutoff waited 8 weeks. Included in the sample, 1583 were diagnosed with depression. Results indicated that patients with moderate and severe depression had a slightly shorter wait-time than patients with mild depression. However, 32.4% patients with moderate depression and 83.3% patients with severe depression, waited longer than their maximum recommended waiting time. CORE-OM identified depressive patients with risk-to-self harm, who had a 0.84 weeks shorter wait-time. These results were also applied to patients with other common mental health disorders. CONCLUSION: Overall, patients waited in accordance with the "severity of condition" principle, but the trend was not strong. Therefore, we advocate that there is substantial room for quality improvements in priority setting on waiting time. We suggest further research should investigate if routine collection of PROM and assessment of referral letters, can better inform specialists when deciding on waiting time.

Text Topics and Treatment Response in Internet-Delivered Cognitive Behavioral Therapy for Generalized Anxiety Disorder: Text Mining Study.

BACKGROUND: Text mining methods such as topic modeling can offer valuable information on how and to whom internet-delivered cognitive behavioral therapies (iCBT) work. Although iCBT treatments provide convenient data for topic modeling, it has rarely been used in this context. OBJECTIVE: Our aims were to apply topic modeling to written assignment texts from iCBT for generalized anxiety disorder and explore the resulting topics' associations with treatment response. As predetermining the number of topics presents a considerable challenge in topic modeling, we also aimed to explore a novel method for topic number selection. METHODS: We defined 2 latent Dirichlet allocation (LDA) topic models using a novel data-driven and a more commonly used interpretability-based topic number selection approaches. We used multilevel models to associate the topics with continuous-valued treatment response, defined as the rate of per-session change in GAD-7 sum scores throughout the treatment. RESULTS: Our analyses included 1686 patients. We observed 2 topics that were associated with better than average treatment response: "well-being of family, pets, and loved ones" from the data-driven LDA model (B=-0.10 SD/session/∆topic; 95% CI -016 to -0.03) and "children, family issues" from the interpretability-based model (B=-0.18 SD/session/∆topic; 95% CI -0.31 to -0.05). Two topics were associated with worse treatment response: "monitoring of thoughts and worries" from the data-driven model (B=0.06 SD/session/∆topic; 95% CI 0.01 to 0.11) and "internet therapy" from the interpretability-based model (B=0.27 SD/session/∆topic; 95% CI 0.07 to 0.46). CONCLUSIONS: The 2 LDA models were different in terms of their interpretability and broadness of topics but both contained topics that were associated with treatment response in an interpretable manner. Our work demonstrates that topic modeling is well suited for iCBT research and has potential to expose clinically relevant information in vast text data.

Emotional dysfunction in avoidant personality disorder and borderline personality disorder: A cross-sectional comparative study.

According to the literature, avoidant personality disorder (APD) is often overlooked in research on personality disorders. In the present study, patients with APD were compared to patients with borderline personality disorder (BPD) with respect to emotional dysfunction. Emotional dysfunction was operationalized through the Affect Integration Inventory. Sixty-one patients receiving treatment at specialized outpatient hospital facilities for either BPD (n = 25) or APD (n = 36) (Diagnostic and Statistical Manual of Mental Disorders, fifth edition) were included in a cross-sectional study. Supporting our expectations of no difference in the global capacity for affect integration between groups, the estimated difference was 0.00 (95% confidence interval [CI] [-0.53, 0.53]). On the other hand, the expected increased dysfunction in APD regarding Expression could not be confirmed. Furthermore, problems with specific affects distinguished the groups; integration of Interest was worse in APD (p = 0.01), whereas integration of Jealousy was worse in BPD (p = 0.04). In terms of prototypical modes of experiencing affects, APD was characterized by decreased access to the motivational properties of Interest (p < 0.01), while BPD was more driven by Interest (p < 0.01), Anger (p < 0.01), and Jealousy (p = 0.01). In conclusion, even though the two disorders are characterized by similar overall levels of emotional dysfunction, they differ systematically and predictably regarding specific affects and modes of experiencing. These findings carry implications for the understanding of emotional dysfunction in APD and BPD, suggesting specific areas of emotional dysfunction that could be targeted in tailored psychotherapeutic interventions.

Investigating the dose-response effect in open-ended psychotherapy.

Findings from previous psychotherapy research suggest that the majority of improvement takes place in the initial phase of treatment with the relative effectiveness dropping at a negatively accelerating rate. However, the evidence for this pattern of change comes from investigations of short-term treatments and it is unclear whether this also holds for more flexible and long-term psychotherapy. We provided open-ended treatments under routine-care conditions for a representative sample of 362 patients, including a large proportion characterized by severe psychopathology. Patients attended 52 sessions on average (SD = 59, range = 1-364, Mdn = 36). Our results indicated that the degree of improvement was linearly associated with time spent in psychotherapy and contingent upon the severity of psychological problems at intake. The least severely afflicted received the shortest treatments, experienced the most rapid change but demonstrated smaller overall magnitudes of improvement. More severely suffering patients received longer treatments, had slower rates of change but in general received greater overall benefits. We argue that previous suggestions of psychotherapy dosage have been less appropriate for patients suffering from moderate to severe psychopathology.

Does it make a difference to be more "on the same page"? Investigating the role of alliance convergence for outcomes in two different samples.

Objective: To better understand the complexity of dyadic processes, such as the mechanisms of the working alliance, researchers recommend taking advantage of innovations in data analytic procedures when studying the interactions between therapists and patients that are associated with favorable therapeutic outcomes. Inspired by a recent line of alliance research using dyadic multilevel modeling, the present study investigated the hypothesis that convergence in the patient-therapist working alliance (i.e., increased similarity in ratings of the alliance across treatment) would be associated with better outcomes. Method: Data were retrieved from two samples: 1. A randomized controlled trial for treatment resistant depression (N = 96 dyads), and 2. An archival dataset of naturalistic psychotherapies from public health care (N = 139 dyads). Multilevel growth curve analysis was employed to investigate the degree of change in session-to-session agreement of global WAI ratings between therapists and patients (i.e., alliance convergence) as a predictor of symptom reduction in the BDI-II and the SCL-90R. Results: Contrary to our expectations, alliance convergence did not predict outcome in either sample, but was negatively associated with symptom severity in Study 2. Implications for understanding the complexity of dyadic processes and alliance work in psychotherapy are discussed.

The Relationship between Affect Integration and Psychopathology in Patients with Personality Disorder: A Cross-Sectional Study.

Background and Objectives: Emotional dysfunction is considered a key component in personality disorders; however, only few studies have examined the relationship between the two. In this study, emotional dysfunction was operationalized through the Affect Integration Inventory, and the aim was to examine the relationships between the level of affect integration and the levels of symptom distress, interpersonal problems, and personality functioning in patients diagnosed with personality disorder according to the Diagnostic and Statistical Manual of Mental Disorders, fifth edition. Materials and Methods: Within a hospital-based psychiatric outpatient setting, 87 patients with personality disorder referred for treatment were identified for assessment with the Affect Integration Inventory and other measures (e.g., the Symptom Checklist-90, Revised, the Inventory of Interpersonal Problems 64 circumplex version, and the Severity Indices of Personality Problems). Results: The analyses revealed that problems with affect integration were strongly and statistically significantly correlated with high levels of symptom distress, interpersonal problems, and maladaptive personality functioning. Additionally, low scores on the Affect Integration Inventory regarding discrete affects were associated with distinct and differentiated patterns of interpersonal problems. Conclusion: Taken together, emotional dysfunction, as measured by the Affect Integration Inventory, appeared to be a central component of the pathological self-organization associated with personality disorder. These findings have several implications for the understanding and psychotherapeutic treatment of personality pathology. Furthermore, they highlight the importance of considering the integration of discrete affects and their specific contributions in the conceptualization and treatment of emotional dysfunction in patients with personality disorders.

Conflict with Parents in Adolescent Depression: Associations with Parental Interpersonal Problems and Depressive Symptoms.

Conflict with parents is common among depressed adolescents, interferes with treatment, and may increase risk of recurrence. Parental depressive symptoms have been shown to predict conflict with adolescent children, but an important role for different kinds of parental interpersonal problems, as described by interpersonal circumplex, is also plausible. This study compared parental interpersonal problems to parental depressive symptoms as predictors of parent-adolescent conflict reported by a depressed adolescent child, using multilevel linear regression, leave-one-out cross-validation and model stacking (N = 100 parents, 57 mothers and 43 fathers, of 60 different adolescents). Cross-validation and model stacking showed that including parental interpersonal problems contributes to accurate predictions. Parents reporting more interpersonal problems related to excessive dominance or submissiveness was associated with increased or decreased conflict, respectively. Parental depressive symptoms were found to be negatively associated with parent-adolescent conflict only in father-adolescent relationships.

Love Yourself as a Person, Doubt Yourself as a Therapist?

OBJECTIVE: There are reasons to suggest that the therapist effect lies at the intersection between psychotherapists' professional and personal functioning. The current study investigated if and how the interplay between therapists' (n = 70) professional self-reports (e.g., of their difficulties in practice in the form of 'professional self-doubt' and coping strategies when faced with difficulties) and presumably more global, personal self-concepts, not restricted to the professional treatment setting (i.e., the level of self-affiliation measured by the Structural Analysis of Social Behaviour (SASB) Intrex, Benjamin, ), relate to patient (n = 255) outcome in public outpatient care. METHOD: Multilevel growth curve analyses were performed on patient interpersonal and symptomatic distress rated at pre-, post- and three times during follow-up to examine whether change in patient outcome was influenced by the interaction between their therapists' level of 'professional self-doubt' and self-affiliation as well as between their therapists' use of coping when faced with difficulties, and the interaction between type of coping strategies and self-affiliation. RESULTS: A significant interaction between therapist 'professional self-doubt' (PSD) and self-affiliation on change in interpersonal distress was observed. Therapists who reported higher PSD seemed to evoke more change if they also had a self-affiliative introject. Therapists' use of coping strategies also affected therapeutic outcome, but therapists' self-affiliation was not a moderator in the interplay between therapist coping and patient outcome. CONCLUSION: A tentative take-home message from this study could be: 'Love yourself as a person, doubt yourself as a therapist'. Copyright © 2015 John Wiley & Sons, Ltd. KEY PRACTITIONER MESSAGES: The findings of this study suggest that the nature of therapists' self-concepts as a person and as a therapist influences their patients' change in psychotherapy. These self-concept states are presumably communicated through the therapists' in-session behaviour. The study noted that a combination of self-doubt as a therapist with a high degree of self-affiliation as a person is particularly fruitful, while the combination of little professional self-doubt and much positive self-affiliation is not. This finding, reflected in the study title, 'Love yourself as a person, doubt yourself as a therapist', indicates that exaggerated self-confidence does not create a healthy therapeutic attitude. Therapist way of coping with difficulties in practice seems to influence patient outcome. Constructive coping characterized by dealing actively with a clinical problem, in terms of exercising reflexive control, seeking consultation and problem-solving together with the patient seems to help patients while coping by avoiding the problem, withdrawing from therapeutic engagement or acting out one's frustrations in the therapeutic relationship is associated with less patient change.

Symptom- and personality disorder changes in intensive short-term dynamic residential treatment for treatment-resistant anxiety and depressive disorders.

OBJECTIVE: The study investigated the effectiveness of an 8-week intensive residential treatment programme based on principles from intensive short-term dynamic psychotherapy for patients with known treatment-resistant anxiety- and/or depressive disorders (mainly with comorbid personality disorders). METHODS: Patients (N=95) with prior repeated treatment failure were included. Changes in self-reported target complaints, symptom severity, and overall interpersonal problems have been presented for these patients in two previous articles. We now expand upon the existing knowledge by presenting novel data from a number of important observer-based and self-reported outcome domains (diagnostic changes on Axis I and II, changes in overall personality dysfunction, disorder complexity, medication use, health care utilisation, and occupational activity). RESULTS: There were pervasive and significant improvements on all measures during treatment, which were maintained or further improved during follow-up. Fourteen months after the end of treatment, 46.26% of patients had recovered in terms of Axis I pathology, 63.79% had recovered in terms of Axis II pathology, 71.18% had returned to work, and there was a 28.62% reduction in regular use of psychotropic medications. Health care utilisation was reduced by 65.55%, and there were large improvements in disorder complexity and levels of personality dysfunction. CONCLUSION: The treatment programme was highly effective for patients with common and complex treatment-resistant mental disorders. Results are encouraging for the relatively large number of patients who tend not to benefit from standard formats of treatment for debilitating psychological problems.

Implementation of an intensive short-term dynamic treatment program for patients with treatment-resistant disorders in residential care.

BACKGROUND: This protocol presents a systematic residential treatment- and research program aimed at patients who have not responded adequately to previous treatment attempts. Patients included in the program primarily suffer from anxiety and/or depressive disorders and usually from one or more comorbid personality disorders. The treatment program is time-limited (eight weeks) and has its basis in treatment principles specified in intensive short-term dynamic psychotherapy (ISTDP). This treatment modality is theoretically well-suited for the handling of various forms of treatment resistance presumably central to these patients' previous non-response to psychological and psychiatric interventions. METHODS/DESIGN: The research component of the project entails a naturalistic longitudinal research design which aims at systematic evaluation of the effectiveness of the program. To our knowledge, this is one of the first treatment programs and corresponding research projects that systematically select patients with previous non- or negative response to treatment and subjects them to a broad and comprehensive, but theoretically unified and consistent treatment system. DISCUSSION: The present paper introduces the project, describes its theoretical and methodological underpinnings, and discusses possible future implications and contributions of the project. It thereby serves as a comprehensive background reference to future publications from the project.

Psychometric properties of the outcome questionnaire-45.2: the Norwegian version in an international context.

OBJECTIVE: Monitoring of ongoing psychotherapy is of crucial importance in improving the quality of mental health care by detecting therapies being off track, which requires that the instrument used is psychometrically sound. This study investigates the psychometric properties of the Norwegian version of the Outcome Questionnaire 45.2 (OQ-45) and situates the results in an international context. METHOD: Data from one non-clinical sample (N = 338) and one clinical sample (N = 560) were compared to international samples investigating reliability, cut-offs, and factor structure. RESULTS: The results show adequate reliability and concurrent validity. CONCLUSIONS: The means, clinical cut-offs, and the reliable change index vary across countries. However, the means of the OQ-45 for nonclinical samples correlate highly with external values of national well-being, indicating that the OQ-45 is a valid instrument internationally. The factor analyses in the present study do not confirm the hypothesized factor structure of the OQ-45, but are similar to the results internationally.

Treatment Effects of Introducing the Neurosequential Model of Therapeutics in a Norwegian Residential Treatment Facility for Children Aged 7-13.

This study investigates the impact of the Neurosequential Model of Therapeutics (NMT) in child and adolescent psychiatric care, addressing a gap in current clinical methodologies that tend to focus on single problems rather than the interconnected nature of many real-life mental health issues. The study was conducted in a residential setting over an extended period, including children aged 7-13, to observe the effects of implementing NMT. The children presented with complex symptoms and multiple diagnoses. The methods incorporated the NMT approach, emphasizing individualized treatment plans based on each child's unique brain development, and aimed at addressing multiple, interconnected problems simultaneously. Results from multilevel model analyses of behavioral difficulties, measured using the Child Behavior Checklist (CBCL), revealed substantial improvements in treatment effectiveness post-NMT implementation. Despite the limitations, such as a non-randomized participant selection and limited sample size, the findings strongly suggest that NMT enhances care effectiveness in real-world clinical settings, particularly for children with complex mental health issues. The study concludes that relationally oriented milieu therapy, and specifically the NMT approach, holds great promise for advancing pediatric psychiatric care, advocating for its broader application and further research to refine and substantiate its efficacy.

Medication-Free Treatment in Mental Health Care How Does It Differ from Traditional Treatment?

Background: Norwegian authorities have implemented treatment units devoted to medication-free mental health treatment nationwide to improve people's freedom of choice. This article examines how medication-free treatment differs from treatment as usual across central dimensions. Methods: The design was mixed methods including questionnaire data on patients from a medication-free unit and two comparison units (n 59 + 124), as well as interviews with patients (n 5) and staff (n 8) in the medication-free unit. Results: Medication-free treatment involved less reliance on medications and more extensive psychosocial treatment that involved a culture of openness, expression of feelings, and focus on individual responsibility and intensive work. The overall extent of patient influence for medication-free treatment compared with standard treatment was not substantially different to standard treatment but varied on different themes. Patients in medication-free treatment had greater freedom to reduce or not use medication. Medication-free treatment was experienced as more demanding. For patients, this could be connected to a stronger sense of purpose and was experienced as helpful but could also be experienced as a type of pressure and lack of understanding. Patients in medication-free treatment reported greater satisfaction with the treatment, which may be linked to a richer psychosocial treatment package that focuses on patient participation and freedom from pressure to use medication. Conclusion: The findings provide insights into how a medication-free treatment service might work and demonstrate its worth as a viable alternative for people who are not comfortable with the current medication focus of mental health care. Patients react differently to increased demands and clinicians should be reflexive of the dimensions of individualism-relationism in medication-free treatment services. This knowledge can be used to further develop and improve both medication-free treatment and standard treatment regarding shared decision-making. Trial Registration: This study was registered with ClinicalTrials.gov (Identifier NCT03499080) on 17 April 2018.

Driven or lacking access: Integration types as a subdimension of the affect consciousness construct.

Introduction: This article examines integration types as a sub-dimension of the affect consciousness construct to account for individual differences in how problems with the experience and expression of affects manifest. The two integration types driven and lack of access describe prototypical ways of experiencing and expressing affect, differentiating between problems characterized by too much or too little affective mobilization. Methods: Archival data from a non-clinical sample (n = 157) was used to examine the validity and reliability of integration type scales from the Affect Integration Inventory (AII 2.0). Internal structure was assessed through confirmatory factor analyses (CFAs) by structural equation modelling. Nomological validity was examined through tests of patterns of hypothesized associations between integration types across various affects and specific types of interpersonal problems (as measured by the Inventory of Interpersonal Problems; IIP-64). Results: CFAs indicated acceptable fit for the different integration type scales and overall construct structure. Distinct sinusoidal patterns of correlations between integration types and interpersonal problems were found for the various affects examined. All correlation patterns had good fit (GoF ≥ 0.87), with significant differences in magnitude between peak and low point correlations. Discussion: We conclude that differences in prototypical ways of experiencing and expressing affects can be assessed easily, quickly, and reliably, have theoretically consistent intra-domain relationships and valid structural psychometric properties, are robustly related to interpersonal functioning in general, and are systematically and differentially related to specific and theoretically hypothesized interpersonal problem types.

Psychometric properties of the affect integration inventory - short form in a sample of patients with personality disorder.

Introduction: Affect integration comprises the capacity to access and utilize the motivational and signal properties of affects. This capacity is essential for personal adjustment, mental health, and well-being. Affect integration is commonly operationalized through the Affect Integration Inventory. This study examines the psychometric properties of a short-form (AII-SF-42) of the instrument in a sample of patients with personality disorders (n = 87). Methods: Analyses of internal-consistency reliability, along with standardized mean differences-, and associations between short- and long-forms are reported. Internal structure was assessed by confirmatory factor analyses and external criterion validity was addressed by tests of associations between the AII-SF-42-scale scores and measures of alexithymia, symptom distress, interpersonal problems and level of personality dysfunction. Results: The study demonstrated satisfactory reliability and validity for scores derived from the AII-SF-42, including acceptable internal consistency and strong correspondence with long-form scores, a consistent factor structure organized according to discrete affects, and systematic patterns of convergent and discriminant associations with external measures. Conclusion: Taken together, the results of the study demonstrate that in clinical settings, including patients with personality disorders the AII-SF-42 is a valid and useful alternative to the full-length version of the instrument.

Self-compassion and fear of compassion in the treatment of chronic depression: Mechanisms of change?

OBJECTIVE: The aim of this naturalistic process study was to investigate the relationship between self-compassion, fear of compassion from others, and depressive symptoms over the course of psychotherapy in patients with chronic depression. METHOD: A sample of 226 patients with chronic depression who received inpatient short-term psychodynamic psychotherapy (STPP) provided weekly self-report measures of self-compassion, fear of compassion, and depressive symptoms (Patient Health Questionnaire-9). Trivariate latent curve modeling with structured residuals was applied to investigate the between- and within-patient relationships among the variables. RESULTS: At the between-patient level, a significant positive correlation was found between slope of depression and the slope of fear of compassion. At the within-patient level, a lower than expected level of fear of compassion predicted a subsequent lower than expected level of depression (mean weekly effect size = 0.12), with a smaller reciprocal relationship (mean weekly effect size = 0.08). There was no significant within-patient effect of self-compassion predicting subsequent depression, but a significant effect of a lower than expected level of depression predicting a subsequent higher than expected level of self-compassion (mean weekly effect size = -0.13). No within-patient effect between self-compassion and fear of compassion was found. CONCLUSIONS: In the context of this study, it appears that fear of compassion may be a putative mechanism of change involved in alleviating depressive symptoms in patients with chronic depression treated with STPP. On the other hand, self-compassion appears to be an outcome of psychotherapy. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Affect integration as a predictor of change: affect consciousness and treatment response in open-ended psychotherapy.

The present study investigated the relationship between baseline levels of affect integration and the magnitude of change during and after open-ended psychotherapy. Affect integration reflects the capacity for accessing and utilizing the adaptive properties of affects for personal adjustment, along with the more general capability of tolerating and regulating affective activation. It is thus a capacity with relevance for the postulated mechanisms of change in various treatment modalities. Overall, the results indicated that patients with more severe problems in affect integration had larger improvements in symptoms, interpersonal and personality problems in open-ended treatment than those with less severe problems. This was also the case when examining the predictive effects of the integration of specific affects on changes in interpersonal relatedness. It was indicated that increasing problems with the integration of discrete affects were associated with distinct patterns of change in different interpersonal problem domains.

Treated together-changed together: The application of dyadic analyses to understand the reciprocal nature of alliances and couple satisfaction over time.

In a Norwegian study of 73 couples attending a residential couple therapy program lasting between 6 and 12 weeks, weekly self-report data on therapy alliance and couple satisfaction were collected using routine outcome monitoring (ROM). The aim was to show how dyadic analyses could be applied to examine the predictive association between alliances and couple satisfaction. Results showed that improved alliance between dyad members and their couple therapist predicted their spouses' couple satisfaction. Furthermore, improved couple satisfaction predicted improvement in spouse's alliance. The clinical implication of these findings should heighten awareness to the importance of establishing and maintaining the alliance of male partners in couple therapy, something that predicts their spouses' couple satisfaction. These findings help nuance the already existing literature on the working alliance. Furthermore, we propose that dyadic analyses should be widely used in any psychotherapeutic research that aims to understand the reciprocal effects of dyads.