A collaborative outcome resource network (ACORN): Tools for increasing the value of psychotherapy

Clinical decision support systems in addiction and concurrent disorders: A systematic review and meta-analysis

INTRODUCTION

This review aims to synthesise the literature on the efficacy, evolution, and challenges of implementing Clincian Decision Support Systems (CDSS) in the realm of mental health, addiction, and concurrent disorders.

METHODS

Following PRISMA guidelines, a systematic review and meta-analysis were performed. Searches conducted in databases such as MEDLINE, Embase, CINAHL, PsycINFO, and Web of Science through 25 May 2023, yielded 27,344 records. After necessary exclusions, 69 records were allocated for detailed synthesis. In the examination of patient outcomes with a focus on metrics such as therapeutic efficacy, patient satisfaction, and treatment acceptance, meta-analytic techniques were employed to synthesise data from randomised controlled trials.

RESULTS

A total of 69 studies were included, revealing a shift from knowledge-based models pre-2017 to a rise in data-driven models post-2017. The majority of models were found to be in Stage 2 or 4 of maturity. The meta-analysis showed an effect size of -0.11 for addiction-related outcomes and a stronger effect size of -0.50 for patient satisfaction and acceptance of CDSS.

DISCUSSION

The results indicate a shift from knowledge-based to data-driven CDSS approaches, aligned with advances in machine learning and big data. Although the immediate impact on addiction outcomes is modest, higher patient satisfaction suggests promise for wider CDSS use. Identified challenges include alert fatigue and opaque AI models.

CONCLUSION

CDSS shows promise in mental health and addiction treatment but requires a nuanced approach for effective and ethical implementation. The results emphasise the need for continued research to ensure optimised and equitable use in healthcare settings.

Bedtime procrastination mediates the relation between anxiety and sleep problems

The prevalence of sleep problems is high in primary care patients and in anxious individuals. This study assessed whether total sleep time and bedtime procrastination mediated the association between anxiety and sleep problems. We predicted higher anxiety would be negatively associated with total sleep time and positively associated with bedtime procrastination and sleep problems, and these variables would statistically mediate the association between anxiety and sleep problems. Participants were 308 adult primary care patients, predominantly female (non-Hispanic White = 158, Latinx = 111, mean age = 33.30), who initiated behavioral health services at an integrated primary care clinic. Patients completed a questionnaire regarding psychological health and sleep behaviors. Using structural equation modeling, we found higher anxiety related to higher sleep problems, partially mediated by bedtime procrastination but not total sleep time. This study highlights related factors like anxiety and prebedtime behaviors that may be effective treatment targets for sleep challenges.

MS JobSeek: A pilot randomized controlled trial of an online peer discussion forum for job-seekers with multiple sclerosis

BACKGROUND: Peer-facilitated interventions have been successfully used in chronic disease management. Less is known about their application in vocational rehabilitation. OBJECTIVE: To pilot-test an online peer discussion forum to improve exploration of employment options in job-seekers with long-term multiple sclerosis (MS). METHODS: Twenty-nine persons with relapsing/progressive MS (4–27 years since diagnosis) were recruited online and randomly assigned to an 8-week discussion forum led by peers and a moderator, MS JobSeek (n = 14), or an active control group (n = 15). Forum engagement and user satisfaction were examined, as were pre-post self-evaluations of job search behaviour, efficacy, and quality of life. RESULTS: A high (43%) attrition rate was noted, although intervention completers acknowledged and valued online mentors’ guidance and expertise. Group and time effects were not significant (p < 0.05), with both MS JobSeek and control participants reporting positive (e.g., increase in job search activities) and negative (e.g., lowered self-efficacy) change. CONCLUSIONS: The pilot findings suggest that online peer support is feasible, however more can be done to promote peer-to-peer communication. Recommendations for improving forum engagement and satisfaction in a future controlled trial, including strategies to better support mentees’ individualised needs, are offered.

Initial efficacy of a web-based alcohol and emotion regulation intervention for college women with sexual assault histories

OBJECTIVE

College women with sexual assault histories report greater heavy drinking relative to those without histories of assault. Moreover, individuals with sexual assault histories often have difficulty regulating emotions and tolerating distress, which can lead to a problematic pattern of drinking to cope. Thus, we evaluated the initial efficacy of a web-based alcohol intervention that included strategies to reduce drinking and improve regulatory skills for heavy drinking college women with sexual assault histories.

METHOD

The sample comprised college women (N = 200) who were 20.9 (SD = 2.8) years old and primarily White (69%). They were randomized to an assessment-only control or intervention and completed 14 daily diary assessments, pre- and posttreatment surveys, and 1- and 6-month follow-up surveys. During daily diary, the intervention group received a brief (5-10 min) alcohol reduction or regulatory skill module each day.

RESULTS

Reductions in drinking quantity and heavy episodic drinking were found for the intervention group at posttreatment and 1-month follow-up relative to controls. Improved regulatory skills and reduced posttraumatic stress disorder (PTSD) symptoms were reported at posttreatment for women who received the intervention compared to controls. Although gains were maintained, the intervention group no longer differed from controls by 6-month follow-up.

CONCLUSIONS

Results suggest this web-based intervention may result in short-term reductions in drinking and PTSD symptoms as well as improvements in regulatory abilities for college women with sexual assault histories. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

Seeking Help in the "Perfect Storm": Why Residents and Faculty Access an On-Site Wellness Program

Background

In the face of significant distress among physicians, access to counseling is critical.

Objective

An on-site wellness program for physicians-in-training and faculty was assessed by examining (a) were participants representative of those eligible for services and (b) demographic and trainee vs. faculty differences in burnout, distress, suicide risk, and presenting concerns of participants who utilized services.

Methods

From 2013–2018, 73% (N = 468; 316 residents/fellows, 152 faculty) of individuals seeking services also consented to research. At intake, participants completed a distress measure (ACORN) and two items from the Maslach Burnout Inventory (MBI), and clinicians categorized presenting concerns and suicide risk. Using Chi-square analyses, participants’ characteristics were compared to physicians eligible for treatment. The association between demographics, faculty vs. trainee status, specialty, and distress, burnout, suicide risk, and presenting concerns was evaluated with ANOVAs and logistic regressions.

Results

Women, trainees, and primary care physicians were more likely to access services. On the ACORN, 63% were in the clinical range (M =1.7, SD =0.6). On the MBI, 36% scored in the clinical range. Clinicians rated 9% of participants with suicide risk. Neither gender, racial/ethnic minority status, nor specialty were associated with distress, burnout or suicide risk. Trainees reported greater distress than faculty (F (1,447) = 8.42, P = .004, ηp2 = .018). Participants reported multiple presenting concerns (M = 3.0, SD = 1.18) with faculty more commonly endorsing work-related issues. Trainees more commonly reported new or worsening psychological symptoms, performance and family concerns.

Conclusions

Two physician groups which often report higher levels of burnout and distress when surveyed, women physicians and residents/fellows, were the most likely to get professional help in an on-site wellness program. Physician wellness programs need to be prepared to address work and personal stressors and different levels of distress and risk.

Extending Blatt's two-polarity model of personality development to dissociative identity disorder: a theory-building case study

In this theory-building case study, we investigate Blatt's two-polarity model of personality development according to which psychopathology is a consequence of an unbalance between the two developmental lines of interpersonal relatedness and self-definition. Anaclitic psychopathology, such as schizophrenia, histrionic, dependent, and borderline personality disorders, is associated with an excessive and rigid emphasis on interpersonal relatedness. In this theory-building case study, we examine whether this model can be extended to dissociative identity disorder (DID). The patient is a 23-year old Caucasian man who suffers from periodic episodes of dissociation. Consensual qualitative research for case studies is used to quantitatively and qualitatively describe the interplay between symptomatic and interpersonal evolutions throughout 41 sessions of supportive-expressive psychoanalytic psychotherapy. In line with the two-polarity model of personality development, close associations between symptoms of dissociation and dependent interpersonal dynamics were observed. Psychoanalytic interventions focusing on elaboration of the subjective meanings of (past and anticipated) dissociations, and on working through core interpersonal conflicts, are followed by transformations in the patient's interpersonal stances and subjective well-being. No new dissociative episodes were reported during the follow-up assessment three and a half years after the completion of treatment. This case study demonstrates that DID is a form of anaclitic psychopathology as it is associated with a predominant tendency to interpersonal relatedness.

Trajectories of Autism Symptom Severity Change During Early Childhood

Autism symptom severity change was evaluated during early childhood in 125 children diagnosed with autism spectrum disorder (ASD). Children were assessed at approximately 3 and 6 years of age for autism symptom severity, IQ and adaptive functioning. Each child was assigned a change score, representing the difference between ADOS Calibrated Severity Scores (CSS) at the two ages. A Decreased Severity Group (28.8%) decreased by 2 or more points; a Stable Severity Group (54.4%) changed by 1 point or less; and an Increased Severity Group (16.8%) increased by 2 or more points. Girls tended to decrease in severity more than boys and increase in severity less than boys. There was no clear relationship between intervention history and membership in the groups.

Spread tools: a systematic review of components, uptake, and effectiveness of quality improvement toolkits

BACKGROUND

The objective was to conduct a systematic review of toolkit evaluations intended to spread interventions to improve healthcare quality. We aimed to determine the components, uptake, and effectiveness of publicly available toolkits.

METHODS

We searched PubMed, CINAHL, and the Web of Science from 2005 to May 2018 for evaluations of publicly available toolkits, used a forward search of known toolkits, screened references, and contacted topic experts. Two independent reviewers screened publications for inclusion. One reviewer abstracted data and appraised the studies, checked by a second reviewer; reviewers resolved disagreements through discussion. Findings, summarized in comprehensive evidence tables and narrative synthesis addressed the uptake and utility, procedural and organizational outcomes, provider outcomes, and patient outcomes.

RESULTS

In total, 77 studies evaluating 72 toolkits met inclusion criteria. Toolkits addressed a variety of quality improvement approaches and focused on clinical topics such as weight management, fall prevention, vaccination, hospital-acquired infections, pain management, and patient safety. Most toolkits included introductory and implementation material (e.g., research summaries) and healthcare provider tools (e.g., care plans), and two-thirds included material for patients (e.g., information leaflets). Pre-post studies were most common (55%); 10% were single hospital evaluations and the number of participating staff ranged from 17 to 704. Uptake data were limited and toolkit uptake was highly variable. Studies generally indicated high satisfaction with toolkits, but the perceived usefulness of individual tools varied. Across studies, 57% reported on adherence to clinical procedures and toolkit effects were positive. Provider data were reported in 40% of studies but were primarily self-reported changes. Only 29% reported patient data and, overall, results from robust study designs are missing from the evidence base.

CONCLUSIONS

The review documents publicly available toolkits and their components. Available uptake data are limited but indicate variability. High satisfaction with toolkits can be achieved but the usefulness of individual tools may vary. The existing evidence base on the effectiveness of toolkits remains limited. While emerging evidence indicates positive effects on clinical processes, more research on toolkit value and what affects it is needed, including linking toolkits to objective provider behavior measures and patient outcomes.

TRIAL REGISTRATION

PROSPERO registration number: PROSPERO 2014: CRD42014013930 .

Can targeted job-information for adults with spinal cord dysfunction be effectively delivered online? A pilot study

OBJECTIVE

To pilot a novel email-based information package (Work and SCI) for job-seekers with an acquired spinal cord injury (SCI) or spinal cord dysfunction (SCI/D).

STUDY DESIGN

Prospective, non-randomized, repeated measures trial.

SETTING

Community dwelling cohort in Australia.

PARTICIPANTS

Five people with SCI (mean age 46.4 years, SD = 10.2; 4 female) initially reviewed Work and SCI. Twenty-four with SCI/D subsequently enrolled, of whom 16 (mean age 46.4 years, SD = 11.1; 7 female), completed the intervention.

INTERVENTION

Intervention participants accessed Work and SCI over a 4-week period.

OUTCOME MEASURES

Individual changes in pre-post scores for the My Vocational Situation Scale, Job Procurement Self-Efficacy Scale, Patient Health Questionnaire-9 and Life Orientation Test-Revised were examined.

RESULTS

Reliable change in pre-post scores across outcomes were reported by 38% (n = 6) of participants. Favorable comments on the Work and SCI resource were provided in addition to suggestions for improvement.

CONCLUSIONS

Preliminary data suggest that Work and SCI may help to establish vocational interests among job-seekers with a SCI/D, however further work is needed to enhance participant compliance. This might include moderator support to promote and maintain participation. A controlled design will also help to identify factors that influence engagement with the Work and SCI resource.

Interactions between Obsessional Symptoms and Interpersonal Ambivalences in Psychodynamic Therapy: An Empirical Case Study

The classical symptom specificity hypothesis (Blatt, 1974) particularly associates obsessional symptoms to interpersonal behavior directed at autonomy and separation from others. Cross-sectional group research, however, has yielded inconsistent findings on this predicted association, and a previous empirical case study (Cornelis et al., in press; see Chapter 2) documented obsessional pathology to be rooted in profound ambivalences between autonomous and dependent interpersonal dynamics. Therefore, in the present empirical case study, concrete operationalizations of the classical symptom specificity hypothesis are contrasted to alternative hypotheses based on the observed complexities in Chapter 2. Dynamic associations between obsessional symptoms and interpersonal functioning is further explored, aiming at further contribution to theory building (i.e., through suggestions for potential hypothesis-refinement; Stiles, 2009). Similar to the first empirical case study (Chapter 1), Consensual Qualitative Research for Case studies is used to quantitatively and qualitatively describe the longitudinal, clinical interplay between obsessional symptoms and interpersonal dynamics throughout the process of supportive-expressive psychodynamic therapy. In line with findings from Chapter 1, findings reveal close associations between obsessions and interpersonal dynamics, and therapist interventions focusing on interpersonal conflicts are documented as related to interpersonal and symptomatic alterations. Observations predominantly accord to the ambivalence-hypothesis rather than to the classical symptom specificity hypothesis. Yet, meaningful differences are observed in concrete manifestations of interpersonal ambivalences within significant relationships. Findings are again discussed in light of conceptual and methodological considerations; and limitations and future research indications are addressed.