Feasibility, Acceptability, and Potential Efficacy of a Self-Guided Internet-Delivered Dialectical Behavior Therapy Intervention for Substance Use Disorders: Randomized Controlled Trial.

BACKGROUND: People with alcohol and substance use disorders (SUDs) often have underlying difficulties in regulating emotions. Although dialectical behavioral therapy is effective for SUDs, it is often difficult to access. Self-guided, internet-delivered dialectical behavioral therapy (iDBT) allows for expanded availability, but few studies have rigorously evaluated it in individuals with SUDs. OBJECTIVE: This study examines the feasibility, acceptability, and potential efficacy of an iDBT intervention in treatment-seeking adults with SUDs. We hypothesized that iDBT would be feasible, credible, acceptable, and engaging to people with SUDs. We also hypothesized that the immediate versus delayed iDBT group would show comparatively greater improvements and that both groups would show significant improvements over time. METHODS: A 12-week, single-blinded, parallel-arm, randomized controlled trial was implemented, with assessments at baseline and at 4 (acute), 8, and 12 weeks (follow-up). A total of 72 community adults aged 18 to 64 years were randomized. The immediate group (n=38) received access to iDBT at baseline, and the delayed group (n=34) received access after 4 weeks. The intervention (Pocket Skills 2.0) was a self-guided iDBT via a website, with immediate access to all content, additional text and email reminders, and additional support meetings as requested. Our primary outcome was substance dependence, with secondary outcomes pertaining to feasibility, clinical outcomes, functional disability, and emotion dysregulation, among other measures. All outcomes were assessed using self-report questionnaires. RESULTS: iDBT was perceived as a credible and acceptable treatment. In terms of feasibility, 94% (68/72) of the participants started iDBT, 13% (9/68) were early dropouts, 35% (24/68) used it for the recommended 8 days in the first month, and 50% (34/68) were still active 4 weeks later. On average, the participants used iDBT for 2 hours and 24 minutes across 10 separate days. In the acute period, no greater benefit was found for the immediate group on substance dependence, although we did find lower depression (b=-2.46; P=.02) and anxiety (b=-2.22; P=.02). At follow-up, there were greater benefits in terms of reduced alcohol (b=-2.00; P=.02) and nonalcoholic substance (b=-3.74; P=.01) consumption in the immediate access group. Both groups demonstrated improvements in substance dependence in the acute (b=-1.73; P<.001) and follow-up period (b=-2.09; P<.001). At follow-up, both groups reported reduced depression, anxiety, suicidal behaviors, emotional dysregulation, and functional disability. CONCLUSIONS: iDBT is a feasible and acceptable intervention for patients with SUDs, although methods for improving engagement are warranted. Although results did not support efficacy for the primary outcome at 4 weeks, findings support reductions in substance dependence and other mental health concerns at 12 weeks. Notwithstanding the limitations of this study, the results suggest the potential value of iDBT in the treatment of SUDs and other mental health conditions. TRIAL REGISTRATION: ClinicalTrials.gov NCT05094440; https://clinicaltrials.gov/show/NCT05094440.

Correlates of wanting to seek help for mental health and substance use concerns by sexual and gender minority young adults during the COVID-19 pandemic: A machine learning analysis.

The COVID-19 pandemic has worsened the mental health and substance use challenges among many people who are Two Spirit, lesbian, gay, bisexual, transgender, queer, questioning, and intersex (2SLGBTQI+). We aimed to identify the important correlates and their effects on the predicted likelihood of wanting to seek help among 2SLGBTQI+ young adults for mental health or substance use concerns during the pandemic. A cross-sectional survey was conducted in 2020-2021 among 2SLGBTQI+ young adults aged 16-29 living in two Canadian provinces (Ontario and Quebec). Among 1414 participants, 77% (n = 1089) wanted to seek help for their mental health or substance use concerns during the pandemic, out of these, 69.8% (n = 760) reported delay in accessing care. We built a random forest (RF) model to predict the status of wanting to seek help, which achieved moderately high performance with an area under the receiver operating characteristic curve (AUC) of 0.85. The top 10 correlates of wanting to seek help were worsening mental health, age, stigma and discrimination, and adverse childhood experiences. The interactions of adequate housing with certain sexual orientations, gender identities and mental health challenges were found to increase the likelihood of wanting to seek help. We built another RF model for predicting risk of delay in accessing care among participants who wanted to seek help (n = 1089). The model identified a similar set of top 10 correlates of delay in accessing care but lacked adequate performance (AUC 0.61). These findings can direct future research and targeted prevention measures to reduce health disparities for 2SLGBTQI+ young adults.

Correlates of past year suicidal thoughts among sexual and gender minority young adults: A machine learning analysis.

Sexual and gender minority populations are at elevated risk of experiencing suicidal thoughts and attempting suicide. The COVID-19 pandemic exacerbated mental health and substance use challenges among this population. We aimed to examine the relative importance and effects of intersectional factors and strong interactions associated with the risk of suicidal thoughts among Canadian lesbian, gay, bisexual, transgender, queer, questioning, intersex and Two Spirit (LGBTQI2S+) young adults. A cross-sectional online survey was conducted among LGBTQI2S + participants aged 16-29 years living in two Canadian provinces (Ontario, Quebec). Among 1414 participants (mean age 21.90 years), 61% (n = 857) participants reported suicidal thoughts in last 12 months. We built a random forest model to predict the risk of having past year suicidal thoughts, which achieved high performance with an area under the receiver operating characteristic curve (AUC) of 0.84. The top 10 correlates identified were: seeking help from health professionals for mental health or substance use issues since the start of the pandemic, current self-rated mental health status, insulted by parents or adults in childhood, ever heard that being identifying as LGBTQI2S+ is not normal, age in years, past week feeling depressed, lifetime diagnosis of mental illness, lifetime diagnosis of depressive disorder, past week feeling sad, ever pretended to be straight or cisgender to be accepted. The increase in the risk of suicidal thoughts for those having mental health challenges or facing minority stressors is more pronounced in those living in urban areas or being unemployed than those living in rural areas or being employed.

Machine Learning Applications in Mental Health and Substance Use Research Among the LGBTQ2S+ Population: Scoping Review.

BACKGROUND: A high risk of mental health or substance addiction issues among sexual and gender minority populations may have more nuanced characteristics that may not be easily discovered by traditional statistical methods. OBJECTIVE: This review aims to identify literature studies that used machine learning (ML) to investigate mental health or substance use concerns among the lesbian, gay, bisexual, transgender, queer or questioning, and two-spirit (LGBTQ2S+) population and direct future research in this field. METHODS: The MEDLINE, Embase, PubMed, CINAHL Plus, PsycINFO, IEEE Xplore, and Summon databases were searched from November to December 2020. We included original studies that used ML to explore mental health or substance use among the LGBTQ2S+ population and excluded studies of genomics and pharmacokinetics. Two independent reviewers reviewed all papers and extracted data on general study findings, model development, and discussion of the study findings. RESULTS: We included 11 studies in this review, of which 81% (9/11) were on mental health and 18% (2/11) were on substance use concerns. All studies were published within the last 2 years, and most were conducted in the United States. Among mutually nonexclusive population categories, sexual minority men were the most commonly studied subgroup (5/11, 45%), whereas sexual minority women were studied the least (2/11, 18%). Studies were categorized into 3 major domains: web content analysis (6/11, 54%), prediction modeling (4/11, 36%), and imaging studies (1/11, 9%). CONCLUSIONS: ML is a promising tool for capturing and analyzing hidden data on mental health and substance use concerns among the LGBTQ2S+ population. In addition to conducting more research on sexual minority women, different mental health and substance use problems, as well as outcomes and future research should explore newer environments, data sources, and intersections with various social determinants of health.

Does an Insulin Double-Checking Procedure Improve Patient Safety?

OBJECTIVE: The aim of this study was to examine the effectiveness of a subcutaneous insulin double-checking preparation intervention on insulin administration errors. BACKGROUND: Insulin accounts for 3.5% of medication-related errors. The Joint Commission and Institute for Safe Medication Practices recommend a 2-nurse double-checking procedure when preparing insulin. METHODS: This study used a randomized, controlled, nonblinded, intent-to-treat methodology. RESULTS: In total, 266 patients were enrolled, and over 4 weeks of data collection, there were 5238 opportunities for insulin administration. Overall, 3151 insulin administration opportunities had no errors; the double-checking group had more no-error periods than usual care. Of error types, wrong time was predominant, but less prevalent in the double-checking group. Omission errors were uncommon and occurred less in the double-checking group. CONCLUSIONS: The subcutaneous insulin double-checking preparation procedure led to less insulin administration errors; however, timing errors were most prevalent and are not resolved with double-checking interventions.

Diabetes management unawareness: what do bedside nurses know?

BACKGROUND: Nurses are responsible for critical aspects of diabetes care. PURPOSE: The purpose of this study was to examine nurses' knowledge of inpatient diabetes management principles before and after a structured diabetes education program. METHODS: In this descriptive, correlation study, 2250 registered nurses working in a quaternary health care center completed a 20 question assessment. The assessment was administered pre and post attendance at a 4hour diabetes management course. FINDINGS: Nurses' knowledge of inpatient diabetes management principles was low. There was no correlation between knowledge scores and age, education, employment status, years of experience or clinical specialty. CONCLUSIONS: In general, our findings suggest that nurses do not feel comfortable and are not adequately prepared to make patient care decisions or provide survival skill education for patients with diabetes in the hospital.

Building a novel inpatient diabetes management mentor program: a blueprint for success.

The intent of this project was to create a formalized educational program for bedside nurses responsible for inpatient diabetes management. Bedside nurses are recruited to serve as diabetes management mentors. The mentors receive advanced education concerning teaching and learning principles, the AADE7™ Self-Care Behaviors, and diabetes management strategies. They teach their peers, advocate for patients, and facilitate referrals for outpatient Diabetes Self-Management Education (DSME) programs. The focus of these ongoing educational activities is to foster the development of diabetes management mentors and to create teaching tools that mentors can use with peers to address practice gaps or skill deficiencies. The diabetes management mentor is integral in enhancing the care of patients with diabetes in the hospital. The empowerment of bedside nurses as mentors for their peers and their patients is an invaluable asset that helps nurses take ownership of their practice. This role could be applied to other complex disease entities, helping nurses to develop specific management skills to improve patient outcomes and enhance patient satisfaction.

Challenges and mental health experiences of lesbian and bisexual women who are trying to conceive.

To date, there is little evidence to inform social work practice with lesbian and bisexual women who are trying to conceive (TTC). The authors report a preliminary examination of the mental health experiences of lesbian and bisexual women who are TTC, through a comparison with lesbian and bisexual women in the postpartum period (PP). Thirty-three lesbian and bisexual women (TTC, n = 15; PP, n = 18) completed standardized questionnaires assessing symptoms of depression and anxiety as well as relationship satisfaction and perceived social support. Qualitative interviews were also conducted to further investigate the experience of TTC. No significant differences were found between groups on any of the dependent variables. Analysis of qualitative data highlighted the challenges for lesbian and bisexual women who are TTC, particularly in terms of difficulty conceiving, lack of support during the conception process, and heterosexism in the fertility system. Women perceived these challenges to conception as having emotional consequences. The findings from this study begin to elucidate the unique context of TTC for lesbian and bisexual women, and they highlight the importance of culturally competent social work practice with this population.

Moving from full-time healing work to paid employment: challenges and celebrations.

BACKGROUND: The experiences and barriers associated with the return to paid employment following healing from recurrent suicide attempts related to mental illness have not been addressed in the literature to date. METHOD: This paper is a collaborative case study between graduates (experts by experience) and facilitators of a psychosocial/psychoeducational group for people with recurrent suicide attempts. The journeys taken by the experts by experience are explored through thematic narrative analysis. FINDINGS/RESULTS: Issues of stigma, disclosure, accommodations, maintaining wellness and coming to re-define a sense of self were consistent themes found throughout all narratives. CONCLUSIONS: The paper identified key areas of challenge and celebration, suggesting the need for enhanced support from health care providers, workplace managers, supervisors and colleagues for successful transitions into the workplace.