Objective: Machine learning has a great potential for prospectively forecasting individual patient response to mental health care (MHC), thereby enabling treatment personalization. However, previous efforts have been limited to populations living in predominantly higher income, developed countries. This study aimed to extend the reach of precision MHC systems by developing and testing a feasible and readily implementable algorithm for identifying patients at risk of nonresponse to routinely delivered psychotherapy in Chile, a developing country in Latin America.
View Article and Find Full Text PDFObjective: Posttraumatic stress disorder (PTSD) is associated with elevated negative affect (NA; e.g., Badour et al.
View Article and Find Full Text PDFThere are many individual and societal benefits to screen older adults for memory problems. Four theoretically derived psychosocial factors are predictive of dementia screening intention: perceived benefits, perceived susceptibility, self-efficacy, and knowledge about memory. The current study tested whether these factors could be modified with an educational memory screening intervention given in community senior centers.
View Article and Find Full Text PDFObjective: Positive regard (PR) reflects a therapist's unconditional prizing of their patient, which meta-analytically correlates positively with patient improvement. However, most research has been limited to single-participant ratings of PR at a specific time, which neglects the dyadic and dynamic nature of PR (i.e.
View Article and Find Full Text PDFBased on patient-reported outcomes data analyzed at the provider level, there is evidence that psychotherapists can possess effectiveness strengths and weaknesses when treating patients with different presenting concerns. These within-therapist differences hold promise for personalizing care by prospectively matching patients to therapists' historical effectiveness strengths. In a double-masked randomized controlled trial (RCT; NCT02990000), such matching outperformed pragmatically determined usual case assignment-which leaves personalized, measurement-based matching to chance-in naturalistic outpatient psychotherapy (Constantino et al.
View Article and Find Full Text PDFInfant and early childhood mental health consultation (IECMHC) in early care and education (ECE) settings is a promising approach to support young children. Although research on the effects of IECMHC is encouraging, it is limited by the complexities of the systems in which IECMHC is implemented and the variability in IECMHC models. The current study aims to clearly articulate a statewide, child-focused, short-term IECMHC model, assess consultee satisfaction, examine the effects of consultation on children's functioning in the school and home settings, and evaluate changes in teacher perceptions associated with expulsion risk following consultation.
View Article and Find Full Text PDFObjective: Social psychological research has indicated that people strive for self-consistent feedback and interactions, even if negative, to preserve the epistemic security of knowing themselves. Without such , any interpersonal exchange may become frustrated, anxiety-riddled, and at risk for deterioration. Thus, it may be important for therapists to meet patients' self-verification needs as a responsive precondition for early alliance establishment and development.
View Article and Find Full Text PDFObjective: Difficulties with emotion regulation (ER) are a risk factor for the development and maintenance of posttraumatic stress disorder (PTSD). Less is known about temporal relations between ER and PTSD symptom change during treatment, including whether ER may represent a more potent change ingredient for some patients relative to others. This study examined the association between within-patient changes in ER and next-session PTSD symptom change and whether this association was more pronounced for patients with poorer baseline ER, more severe depression, or higher borderline personality disorder symptoms.
View Article and Find Full Text PDFObjective: Patient-reported outcomes data reveal differences both in therapists' global effectiveness across their average patient (between-therapist effect) and in treating different problems within their caseload (within-therapist effects). Yet, it is unclear how accurately therapists perceive their own measurement-based, problem-specific effectiveness and whether such self-perceptions predict global between-therapist performance differences. We explored these questions in naturalistic psychotherapy.
View Article and Find Full Text PDFObjective: More positive pre- or early therapy patient outcome expectation (OE) has consistently correlated with better treatment outcomes. Thus, it is important to identify factors that contribute to patients' OE, which can inform therapist responsivity to such risk or facilitative markers. With growing research on OE correlates-centered primarily on patient characteristics/treatment factors and, to a lesser extent, therapist factors-a comprehensive synthesis is warranted to elucidate replicated and mixed associations and stimulate further research.
View Article and Find Full Text PDFObjective: Changes in trauma-related beliefs and therapeutic alliance have been found to temporally precede symptom reduction; however, it is likely these processes do not act in isolation but rather in interactive ways.
Methods: The present study examined the temporal relationships between negative posttraumatic cognitions (PTCI) and therapeutic alliance (WAI) in 142 patients who were part of a randomized trial comparing prolonged exposure (PE) to sertraline for chronic PTSD.
Results: Using time-lagged mixed regression models, improvements in the therapeutic alliance predicted subsequent improvements in trauma-related beliefs (= 0.
Although evidence-based psychotherapies, such as cognitive behavioral therapy (CBT) and interpersonal psychotherapy (IPT), produce comparable average outcomes, it is plausible that some patients who possess one or more specific characteristics may respond better to one over the other. Addressing this question, researchers have tested the moderating influence of patient characteristics on comparative treatment effects (viz. aptitude-treatment interactions [ATIs]).
View Article and Find Full Text PDFGiven its interpersonal underpinnings, relational factors may be salient in psychotherapy for generalized anxiety disorder (GAD). Supporting this point, research has indicated a positive alliance-improvement correlation in cognitive behavioral therapy (CBT) for GAD. However, less research has disaggregated this correlation into within- and between-patient components, or examined theory-informed ways in which patient characteristics influence to these components.
View Article and Find Full Text PDFResearch on close relationships demonstrates that dyadic convergence, or two people becoming more similar in their experiences and/or beliefs over time, is commonplace and adaptive. As psychotherapy involves a close relationship, patient-therapist convergence processes may influence treatment-specific outcomes. Although prior research supports that patients and therapists tend to converge on their alliance perspectives over time, which associates with subsequent patient improvement, no research has similarly examined convergence during therapy.
View Article and Find Full Text PDFMisalignment between students' communal values and those expressed in classrooms is an obstacle to academic engagement, especially in mathematics, and especially for racial ethnic minority and female students. Using 10 schools across the United States, we conducted a longitudinal field study in 8th grade mathematics classes to investigate: (a) how perceptions of communally oriented classrooms influence student outcomes in early adolescence, (b) what psychological processes mediate these relations, and (c) whether the influence of perceived communal practices in classrooms have similar or different effects on students with varying social identities based on race, ethnicity, and gender. Results showed that middle school classes that emphasize communality (both social relevance of math and peer collaboration) significantly predicted stronger math self-concept, more behavioral engagement, and better performance in math.
View Article and Find Full Text PDFObjective: Transdiagnostic psychotherapies have been proposed as an effective means for addressing the needs of patients with multiple, comorbid disorders. Yet, it remains unknown whether transdiagnostic approaches empirically outperform disorder-specific psychotherapies for patients with comorbid disorders. Thus, this study tested whether comorbidity moderated the efficacy of transdiagnostic behavior therapy (TBT) and behavioral activation (BA) for patients with various affective disorders.
View Article and Find Full Text PDFObjectives: Although frequently discussed within the scope of transdiagnostic psychotherapy protocols, limited data are available on their efficacy in patients with a principal diagnosis of major depressive disorder. The present study attempted to address that gap in the literature through a randomized clinical trial comparing transdiagnostic behavior therapy (TBT) to behavioral activation treatment for depression (BATD).
Methods: Forty veterans with principal major depressive disorder were randomized into either 12 sessions of individual TBT or BATD, with symptom measures collected at baseline and posttreatment.
Objective: Although therapist supportive, rather than directive, strategies have been particularly indicated during client resistance, little systematic research has examined how therapists responsively navigate resistance in different therapy approaches and how this responsiveness is related to outcome.
Method: In the context of disagreement episodes in cognitive-behavioral therapy (CBT) for generalized anxiety disorder (GAD; Westra, H. A.
J Consult Clin Psychol
January 2022
Objective: Although higher quality patient-therapist alliance and more positive patient outcome expectation (OE) consistently predict symptomatic/functional improvement in psychotherapy, most research has failed to capture the nuance in these process-outcome relations by parsing them into (i.e., differences between patients treated by the same therapist) and (i.
View Article and Find Full Text PDFObjective: A double-blind, randomized controlled trial tested the effectiveness of a personalized Match System in which patients are assigned to therapists with a "track record" of effectively treating a given patient's primary concern(s) (e.g., anxiety).
View Article and Find Full Text PDFImportance: Psychotherapists possess strengths and weaknesses in treating different mental health problems, yet performance information is rarely harnessed in mental health care (MHC). To our knowledge, no prior studies have tested the causal efficacy of prospectively matching patients to therapists with empirically derived strengths in treating patients' specific concerns.
Objective: To test the effect of measurement-based matching vs case assignment as usual (CAU) on psychotherapy outcomes.
Hypertension, diabetes, depressive symptoms, and smoking are predictors of cognitive decline in late life. It is unknown if these risk factors are associated with cognition during midlife or if the associations between these risk factors and cognition vary by race. This longitudinal study examined (a) risk factors for decline in episodic memory, processing speed, and working memory in midlife women and (b) if the associations between risk factors and cognitive decline were moderated by race.
View Article and Find Full Text PDFObjective: Research demonstrates variability in mental health clinicians' overall and domain-specific outcomes for their patients. Despite calls to increase patient access to provider performance information, little is known about patients' attitudes toward and valuing of this information. This study explored patient attitudes, preferences, and values regarding the use of clinician outcome track records in provider selection and treatment decision making.
View Article and Find Full Text PDFA meta-analysis revealed a positive correlation between patients' optimistic baseline, or early treatment, outcome expectation (OE) and posttreatment improvement (Constantino, Vîslă, et al., [2018]. A meta-analysis of the association between patients' early treatment outcome expectation and their posttreatment outcomes.
View Article and Find Full Text PDFPatients' higher psychotherapy outcome expectation (OE) correlates with improvement. Thus, it seems important that therapists attune to this belief, both in the moment and over time, to capitalize on its value when higher or respond to its potential risk when lower. Conceptually, attunement can have different guises, including the extent to which therapists (a) accurately estimate their patients' momentary OE level (low directional discrepancy), (b) become more accurate in estimating OE over time (convergence), (c) accurately track shifts in their patients' OE (temporal congruence), and (d) become more temporally congruent over time (alignment).
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