It remains unclear which individuals with subthreshold depression benefit most from psychological intervention, and what long-term effects this has on symptom deterioration, response and remission.

To synthesise psychological intervention benefits in adults with subthreshold depression up to 2 years, and explore participant-level effect-modifiers.

Randomised trials comparing psychological intervention with inactive control were identified via systematic search. Authors were contacted to obtain individual participant data (IPD), analysed using Bayesian one-stage meta-analysis. Treatment–covariate interactions were added to examine moderators. Hierarchical-additive models were used to explore treatment benefits conditional on baseline Patient Health Questionnaire 9 (PHQ-9) values.

IPD of 10 671 individuals (50 studies) could be included. We found significant effects on depressive symptom severity up to 12 months (standardised mean-difference [s.m.d.] = −0.48 to −0.27). Effects could not be ascertained up to 24 months (s.m.d. = −0.18). Similar findings emerged for 50% symptom reduction (relative risk = 1.27–2.79), reliable improvement (relative risk = 1.38–3.17), deterioration (relative risk = 0.67–0.54) and close-to-symptom-free status (relative risk = 1.41–2.80). Among participant-level moderators, only initial depression and anxiety severity were highly credible (P > 0.99). Predicted treatment benefits decreased with lower symptom severity but remained minimally important even for very mild symptoms (s.m.d. = −0.33 for PHQ-9 = 5).

Psychological intervention reduces the symptom burden in individuals with subthreshold depression up to 1 year, and protects against symptom deterioration. Benefits up to 2 years are less certain. We find strong support for intervention in subthreshold depression, particularly with PHQ-9 scores ≥ 10. For very mild symptoms, scalable treatments could be an attractive option.

Associations between childhood trauma, neurodevelopment, alcohol use disorder (AUD), and posttraumatic stress disorder (PTSD) are understudied during adolescence.

Using 1652 participants (51.75% female, baseline Mage = 14.3) from the Collaborative Study of the Genetics of Alcoholism, we employed latent growth curve models to (1) examine associations of childhood physical, sexual, and non-assaultive trauma (CPAT, CSAT, and CNAT) with repeated measures of alpha band EEG coherence (EEGc), and (2) assess whether EEGc trajectories were associated with AUD and PTSD symptoms. Sex-specific models accommodated sex differences in trauma exposure, AUD prevalence, and neural development.

In females, CSAT was associated with higher mean levels of EEGc in left frontocentral (LFC, ß = 0.13, p = 0.01) and interhemispheric prefrontal (PFI, ß = 0.16, p < 0.01) regions, but diminished growth in LFC (ß = −0.07, p = 0.02) and PFI (ß = −0.07, p = 0.02). In males, CPAT was associated with lower mean levels (ß = −0.17, p = 0.01) and increased growth (ß = 0.11, p = 0.01) of LFC EEGc. Slope of LFC EEGc was inversely associated with AUD symptoms in females (ß = −1.81, p = 0.01). Intercept of right frontocentral and PFI EEGc were associated with AUD symptoms in males, but in opposite directions. Significant associations between EEGc and PTSD symptoms were also observed in trauma-exposed individuals.

Childhood assaultive trauma is associated with changes in frontal alpha EEGc and subsequent AUD and PTSD symptoms, though patterns differ by sex and trauma type. EEGc findings may inform emerging treatments for PTSD and AUD.

The Stop the Bleed course aims to improve bystander hemorrhage control skills and may be improved with point-of-care aids. We sought to create and examine a variety of cognitive aids to identify an optimal method to augment bystander hemorrhage control skills in an emergency scenario.

Randomized trial of 346 college students. Effects of a visual or visual-audio aid on hemorrhage control skills were assessed through randomization into groups with and without prior training or familiarization with aids compared with controls. Tourniquet placement, wound packing skills, and participant comfortability were assessed during a simulated active shooter scenario.

A total of 325 (94%) participants were included in the final analyses. Participants who had attended training (odds ratio [OR], 12.67; P = 9.3 × 10−11), were provided a visual-audio aid (OR, 1.96; P = 0.04), and were primed on their aid (OR, 2.23; P = 0.01) were superior in tourniquet placement with less errors (P < 0.05). Using an aid did not improve wound packing scores compared with bleeding control training alone (P > 0.05). Aid use improved comfortability and likelihood to intervene emergency hemorrhage scenarios (P < 0.05).

Using cognitive aids can improve bystander hemorrhage control skills with the strongest effects if they were previously trained and used an aid which combined visual and audio feedback that they were previously introduced to during the course training.

Virtual reality has emerged as a unique educational modality for medical trainees. However, incorporation of virtual reality curricula into formal training programmes has been limited. We describe a multi-centre effort to develop, implement, and evaluate the efficacy of a virtual reality curriculum for residents participating in paediatric cardiology rotations.

A virtual reality software program (“The Stanford Virtual Heart”) was utilised. Users are placed “inside the heart” and explore non-traditional views of cardiac anatomy. Modules for six common congenital heart lesions were developed, including narrative scripts. A prospective case–control study was performed involving three large paediatric residency programmes. From July 2018 to June 2019, trainees participating in an outpatient cardiology rotation completed a 27-question, validated assessment tool. From July 2019 to February 2020, trainees completed the virtual reality curriculum and assessment tool during their cardiology rotation. Qualitative feedback on the virtual reality experience was also gathered. Intervention and control group performances were compared using univariate analyses.

There were 80 trainees in the control group and 52 in the intervention group. Trainees in the intervention group achieved higher scores on the assessment (20.4 ± 2.9 versus 18.8 ± 3.8 out of 27 questions answered correctly, p = 0.01). Further analysis showed significant improvement in the intervention group for questions specifically testing visuospatial concepts. In total, 100% of users recommended integration of the programme into the residency curriculum.

Virtual reality is an effective and well-received adjunct to clinical curricula for residents participating in paediatric cardiology rotations. Our results support continued virtual reality use and expansion to include other trainees.

Understanding how cardiovascular structure and physiology guide management is critically important in paediatric cardiology. However, few validated educational tools are available to assess trainee knowledge. To address this deficit, paediatric cardiologists and fellows from four institutions collaborated to develop a multimedia assessment tool for use with medical students and paediatric residents. This tool was developed in support of a novel 3-dimensional virtual reality curriculum created by our group.

Educational domains were identified, and questions were iteratively developed by a group of clinicians from multiple centres to assess understanding of key concepts. To evaluate content validity, content experts completed the assessment and reviewed items, rating item relevance to educational domains using a 4-point Likert scale. An item-level content validity index was calculated for each question, and a scale-level content validity index was calculated for the assessment tool, with scores of ≥0.78 and ≥0.90, respectively, representing excellent content validity.

The mean content expert assessment score was 92% (range 88–97%). Two questions yielded ≤50% correct content expert answers. The item-level content validity index for 29 out of 32 questions was ≥0.78, and the scale-level content validity index was 0.92. Qualitative feedback included suggestions for future improvement. Questions with ≤50% content expert agreement and item-level content validity index scores <0.78 were removed, yielding a 27-question assessment tool.

We describe a multi-centre effort to create and validate a multimedia assessment tool which may be implemented within paediatric trainee cardiology curricula. Future efforts may focus on content refinement and expansion to include additional educational domains.

Racial disparities in colorectal cancer (CRC) can be addressed through increased adherence to screening guidelines. In real-life encounters, patients may be more willing to follow screening recommendations delivered by a race concordant clinician. The growth of telehealth to deliver care provides an opportunity to explore whether these effects translate to a virtual setting. The primary purpose of this pilot study is to explore the relationships between virtual clinician (VC) characteristics and CRC screening intentions after engagement with a telehealth intervention leveraging technology to deliver tailored CRC prevention messaging.

Using a posttest-only design with three factors (VC race-matching, VC gender, intervention type), participants (N = 2267) were randomised to one of eight intervention treatments. Participants self-reported perceptions and behavioral intentions.

The benefits of matching participants with a racially similar VC trended positive but did not reach statistical significance. Specifically, race-matching positively influenced screening intentions for Black participants but not for Whites (b = 0.29, p = 0.10). Importantly, perceptions of credibility, attractiveness, and message relevance significantly influenced screening intentions and the relationship with race-matching.

To reduce racial CRC screening disparities, investments are needed to identify patient-focused interventions to address structural barriers to screening. This study suggests that telehealth interventions that match Black patients with a Black VC can enhance perceptions of credibility and message relevance, which may then improve screening intentions. Future research is needed to examine how to increase VC credibility and attractiveness, as well as message relevance without race-matching.

Public hospital systems have struggled to identify ways of cutting costs while improving quality of mental health treatment, even more since the economic downturn.

To compare mental health care expenditures and quality in two large sites, Boston and Madrid, and to analyze the amount of the expenditure corresponding to pharmacy, ER, outpatient and inpatient care.

Data are mental health electronic records from three hospitals in Madrid (n=31,183 person-years) and in Boston(n=8,805). Adequacy of care was measured as four or more visits within the last year. Unadjusted comparisons of variables were conducted using t-tests. Multivariate generalized linear regression models were computed with log link and residual variance proportional to mean squared, adjusting for covariates. Results were also adjusted for World Bank Purchasing Power Parity and converted to U.S. dollars.

The annual average treatment expenditure is $4,874 in Boston and $2,693 in Madrid . Boston patients had a bigger percentage of use (13,6% vs 5,3%) and greater annual expenditure ($25,175 vs $15,470) for inpatient services (p<0,05). Conversely, Madrid patients used and spent more on outpatient treatments (87% vs 84%;$1,670 vs $1,378;p<0,05). Being in the Boston site, having a bipolar, psychotic or alcohol disorder was a significant positive predictor of total expenditure. Adequacy of care was bigger in Boston (32,8% vs 23,1%)

Emphasis on outpatient care appears to reduce inpatient stays and global expenditures. An earlier recognition due to a more open access to treatments in Spain may help decreasing costs. Bipolar, psychotic and alcohol disorders imply bigger costs.

The authors have not supplied their declaration of competing interest.

Chronic non-malignant pain (CNMP) is defined as pain lasting a minimum of three months. In general, chronic pain affects 20% adult worldwide population. Moreover, pain is more common in patients with depression, anxiety, and substance-use disorders and with low socioeconomic status. We aimed to better understand the influence of pain on substance use and treatment use patterns of individuals who experienced clinically recognized pain and have substance use disorder.

Patients with pain disturbances were identified in Electronic Health Records (EHR) through ICD-9 code 338*, medical written diagnoses, or diagnoses of fibromyalgia. A patient was considered to have a substance use disorder if he received treatment for illicit drug or alcohol abuse or dependence. We combined 2010–2012 (EHR) data from primary care and specialty mental health setting in a Boston healthcare system (n = 131,966 person-years) and a specialty mental health care setting in Madrid, Spain (n = 43,309 person-years).

We identified that 35.3% of individuals with clinically recognized pain also report substance use disorder, compared to only 10.6% of individuals without clinically recognized pain (P < 0.01). Those with co-morbid pain and substance use disorder were significantly more likely than their specialty care counterparts without co-morbid pain and substance disorders to be seen in the emergency room (56.5% vs. 36.6%, respectively, P < 0.01).

The findings suggest that CNMP is associated with an increase risk of substance abuse disorder.

The authors have not supplied their declaration of competing interest.

Data from electronic health records of adult Latino/a primary care patients (n = 29,887 person-years) were used to identify rates of SUD treatment in primary and specialty care. Treatment characteristics and receipt of adequate care were compared by gender and immigrant status.

Tobacco was the most frequently treated substance followed by alcohol and other drugs. Forty-six percent of SUD patients had a comorbid psychiatric condition. Treatment rates ranged from 2.52% (female non-immigrants) to 8.38% (male immigrants). Women had lower treatment rates than men, but male and female immigrants had significantly higher treatment rates than their non-immigrant counterparts. Receipt of minimally adequate outpatient care varied significantly by gender and immigrant status (female non-immigrants 12.5%, immigrants 28.57%; male non-immigrants 13.46%, immigrants 17.09%) in unadjusted and adjusted analyses.

Results indicate overall low prevalence of SUD treatment in the healthcare system. Low rates of minimally adequate care evidence the challenge of delivering integrated behavioral healthcare for Latinos with SUD. Results also demonstrate gender and immigrant status disparities in an unexpected direction, with immigrant women receiving the highest rates of adequate care.

The authors have not supplied their declaration of competing interest.

There is no comprehensive evidence on the influence of sleep disturbances (SD) on substance use disorders (SUD) or treatment use patterns of individuals with comorbid disturbances.

To better understand comorbidities and treatment use patterns of individuals with SD and SUD.

We combine 2010–2012 electronic health record (EHR) data from healthcare system in Boston (n = 131,966 person-years) and Madrid, Spain (n = 43,309 person-years). Patients with sleep disturbances (SD) were identified in the EHR through ICD-9 codes and medical records and substance use disorders (SUD) identified by documented treatment for drug or alcohol abuse or dependence. Rates of SUD are compared between individuals with and without SD. Among those with both, adequacy of mental health treatment (defined as eight or more outpatient visits or four or more outpatient visits with a psychotropic prescription) and ER use is compared.

Among the individuals, 21.1% with SD also report SUD, compared to only 10.6% of individuals without SD (P < .01). Those with comorbidities were more likely than their specialty care counterparts without comorbidities to be seen in the ER (57.1% vs. 36.6%, respectively, P < .05). Limiting the sample to only those with both SD and SUD in specialty mental health care (n = 268 in Boston and n = 28 in Madrid), 49.2% of Boston patients received adequate care compared to 38.5% of Madrid patients, and 57.8% of Boston patients had any ER use in the last year vs. 50% of Madrid patients.

SD is correlated with SUD and comorbid patients are more likely to use emergency services.

The authors have not supplied their declaration of competing interest.