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Assessment of beliefs and attitudes towards benzodiazepines using machine learning based on social media posts: an observational study

de Anta, Laura; Alvarez-Mon, Miguel Ángel; Pereira-Sanchez, Victor; Donat-Vargas, Carolina C; Lara-Abelenda, Francisco J; Arrieta, María; Montero-Torres, María; García-Montero, Cielo; Fraile-Martínez, Óscar; Mora, Fernando; Ortega, Miguel Ángel; Alvarez-Mon, Melchor; Quintero, Javier
BACKGROUND:Benzodiazepines are frequently prescribed drugs; however, their prolonged use can lead to tolerance, dependence, and other adverse effects. Despite these risks, long-term use remains common, presenting a public health concern. This study aims to explore the beliefs and opinions held by the public regarding benzodiazepines, as understanding these perspectives may provide insights into their usage patterns. METHODS:We collected public tweets published in English between January 1, 2019, and October 31, 2020, that mentioned benzodiazepines. The content of each tweet and the characteristics of the users were analyzed using a mixed-method approach, including manual analysis and semi-supervised machine learning. RESULTS:Over half of the Twitter users highlighted the efficacy of benzodiazepines, with minimal discussion of their side effects. The most active participants in these conversations were patients and their families, with health professionals and institutions being notably absent. Additionally, the drugs most frequently mentioned corresponded with those most commonly prescribed by healthcare professionals. CONCLUSIONS:Social media platforms offer valuable insights into users' experiences and opinions regarding medications. Notably, the sentiment towards benzodiazepines is predominantly positive, with users viewing them as effective while rarely mentioning side effects. This analysis underscores the need to educate physicians, patients, and their families about the potential risks associated with benzodiazepine use and to promote clinical guidelines that support the proper management of these medications. CLINICAL TRIAL NUMBER/BACKGROUND:Not applicable.
PMCID:11462674
PMID: 39379861
ISSN: 1471-244x
CID: 5706042

Psilocybin-assisted psychotherapy improves psychiatric symptoms across multiple dimensions in patients with cancer

Petridis, Petros D.; Grinband, Jack; Agin-Liebes, Gabrielle; Kinslow, Connor J.; Zeifman, Richard J.; Bogenschutz, Michael P.; Griffiths, Roland R.; Ross, Stephen
ORIGINAL:0017662
ISSN: 2731-6076
CID: 5835022

Implementation Barriers Encountered During a Universal Suicide Screening Program in Pediatric Emergency Departments

Seag, Dana E M; Cervantes, Paige E; Narcisse, Iriane; Wiener, Ethan; Tay, Ee Tein; Knapp, Katrina; Horwitz, Sarah McCue
OBJECTIVE:Because understanding barriers to universal suicide risk screening in pediatric emergency departments (PEDs) may improve both identification and management of suicidal behaviors and ideation, this study assessed barriers to a quality improvement initiative examining the use of a novel computerized adaptive test (CAT), the Kiddie-CAT, in 2 PEDs. METHODS:Research assistants (RAs) trained in Rapid Assessment Procedures-Informed Clinical Ethnography methods documented barriers related to the environment, individuals, and workflow as encountered during screening shifts, categorizing the barriers' impacts as either general to a screening shift or related to screening an individual youth/caregiver dyad. Using thematic content analysis, investigators further categorized barriers based on type (eg, workflow, language/comprehension, clinician attitudes/behaviors) and relationship to the limited integration of this initiative into clinical protocols. Reasons for refusal and descriptive data on barriers are also reported. RESULTS:Individual screen barriers were most often related to workflow (22.9%) and youth/caregiver language/comprehension challenges (28%). Similarly, workflow issues accounted for 48.2% of all general shift barriers. However, many of these barriers were related to the limited integration of the initiative, as RAs rather than clinical staff conducted the screening. CONCLUSIONS:Although this study was limited by a lack of complete integration into clinical protocols and was complicated by the COVID-19 pandemic impacts on PEDs, the findings suggest that considerable attention needs to be directed both to physician education and to workflow issues that could impede universal screening efforts.
PMID: 38748454
ISSN: 1535-1815
CID: 5733612

Cultural and contextual understanding of parent engagement among Latine parents of pre-K children in low-income neighborhoods: The role of immigration enforcement threat, parent health and sociodemographics

Barajas-Gonzalez, R. Gabriela; Ursache, Alexandra; Kamboukos, Dimitra; Gu, Bo; Huang, Keng Yen; Torres, Heliana Linares; Cheng, Sabrina; Brotman, Laurie Miller; Dawson-McClure, Spring
Efforts to bolster the school readiness of Latine children from low-income and immigrant homes have focused on fostering parent engagement in children's education. In assessing parent engagement, most measures center school-based activities in alignment with middle class, European American dominant norms, missing the multiple ways that Latine families engage with their children to support their educational experiences and development. Additionally, studies of predictors of Latine parent engagement have mainly focused on parent demographic and linguistic factors, limiting our understanding of how to support parent engagement equitably. Using a measure of parent engagement sensitive to culturally contextualized behaviors of Latine families, this study describes the ways Latine parents living in historically disinvested neighborhoods in New York City engage in their children's learning at home and in school during a nationally charged anti-immigrant, anti-Latine sociopolitical climate. We also examine whether immigration enforcement threat and parent health are associated with Latine family engagement in home and school-based activities. Data come from a larger study conducted with Latine parents (n=103; 42% immigrant) of pre-K children. Descriptive results indicate that despite a charged sociopolitical context, levels of engagement in children's education and development across multiple domains were comparable with mean levels established by the developers. Findings from regression analyses demonstrated that above and beyond demographic, linguistic and financial factors, immigration enforcement threat and parent health were associated with aspects of family engagement in young children's learning among Latine families in low-income communities. Implications for policy and practice are discussed.
SCOPUS:85211138224
ISSN: 0885-2006
CID: 5792922

Prevalence of Opioid Use Disorder and Opioid Overdose Rates Among People With Mental Illness

Chen, Qingxian; Gopaldas, Manesh; Castillo, Felipe; Leckman-Westin, Emily; Nunes, Edward V; Levin, Frances R; Finnerty, Molly T
OBJECTIVE/UNASSIGNED:The authors examined the prevalence and correlates of co-occurring opioid use disorder and opioid overdose among individuals receiving psychiatric services. METHODS/UNASSIGNED:This was a cross-sectional study of adults with continuous enrollment in New York State Medicaid who received at least one psychiatric service in 2020 (N=523,885). Logistic regression models were used to examine the correlates of both opioid use disorder and overdose. RESULTS/UNASSIGNED:In the study sample, the prevalence rate of opioid use disorder was 8.1%; within this group, 7.7% experienced an opioid overdose in the study year. Opioid use disorder rates were lower among younger (18-24 years; 2.0%) and older (≥65 years; 3.1%) adults and higher among men (11.1%) and among those residing in rural areas (9.9%). Compared with Whites (9.4%), opioid use disorder rates were lower for Asian Americans (2.0%, adjusted odds ratio [AOR]=0.22) and Blacks (6.8%, AOR=0.76) and higher for American Indians (13.2%, AOR=1.43) and Hispanics (9.6%, AOR=1.29). Individuals with any substance use (24.9%, AOR=5.20), posttraumatic stress (15.7%, AOR=2.34), bipolar (14.9%, AOR=2.29), or anxiety (11.3%, AOR=2.18) disorders were more likely to have co-occurring opioid use disorder; those with conduct (4.5%, AOR=0.51), adjustment (7.4%, AOR=0.88), or schizophrenia spectrum (7.4%, AOR=0.87) disorders were less likely to have opioid use disorder. Those with suicidality (23.9%, AOR=3.83) or economic instability (23.7%, AOR=3.35) had higher odds of having opioid use disorder. Overdose odds were higher among individuals with suicidality (34.0%, AOR=6.82) and economic instability (16.0%, AOR=2.57). CONCLUSIONS/UNASSIGNED:These findings underscore the importance of providing opioid use disorder screening and treatment for patients receiving psychiatric services.
PMID: 38650488
ISSN: 1557-9700
CID: 5791912

Negative self-reference as a component of subthreshold psychotic symptoms in clinical high-risk youth

Sloan, Michelle; Sturner, Rebecca; Addington, Jean; Cornblatt, Barbara; Granholm, Eric; Cadenhead, Kristin S
AIM/OBJECTIVE:Schizophrenia is a leading cause of disability worldwide; early detection and intervention are critical. Early in their illness, individuals at clinical high-risk (CHR) for psychosis have subthreshold psychotic symptoms that are often derogatory and self-directed. We hypothesized that CHR participants with negative self-reference (NSR) as a component of subthreshold psychosis would also have higher levels of social anxiety and depression, lower self-esteem and lower social/role/global functioning as compared with CHR participants without NSR. METHODS:One hundred and sixty-eight participants from the National Institute of Mental Health (NIMH) funded Regroup Cognitive Behavioural Social Skills Training (CBSST) study were included. Clinical vignettes that included the Scale of Psychosis-Risk Symptoms were coded categorically to indicate whether NSR was present. t-tests were used to determine the association between NSR, symptom, and functional measures. RESULTS:Participants with NSR demonstrated significantly more social interaction anxiety (p < .001), negative beliefs about the self (p ≤ .001), defeatist beliefs (p < .05), depressive symptoms (p < .05) and positive symptoms (p < .005). There were no significant differences in social self-efficacy, positive or negative beliefs about others, positive beliefs about the self or psychosocial functioning between the two groups. CONCLUSIONS:Clinically significant differences were found between CHR participants with and without NSR, suggesting that this may be a useful factor to identify and address. Follow-up studies are needed to determine whether NSR responds to CBSST and whether or not its resolution would be associated with improvement in other symptom domains.
PMID: 38334214
ISSN: 1751-7893
CID: 5631962

Electronic Health Records for Research on Attention-Deficit/Hyperactivity Disorder Pharmacotherapy: A Comprehensive Review

Roy, Sulagna; Arturi, Lucrezia; Parlatini, Valeria; Cortese, Samuele
PMID: 39235405
ISSN: 1557-8992
CID: 5688102

Implementing a Digital Child Behavioral Health Prevention Program in Faith-Based Settings in Uganda: A Feasibility Study

Huang, Keng-Yen; Nakigudde, Janet; Christine, Tusiime; Cheng, Sabrina; Muyomba, Dickson; Mugisa, Eddie Tinka; Kisakye, Elizabeth Nsamba; Sentongo, Hafsa; Schoenthaler, Antoinette; El-Shahawy, Omar; Mann, Devin
BACKGROUND/UNASSIGNED:The burden of pediatric mental disorders in low-and middle-income countries (LMICs) is tremendous, but solutions for addressing the burden remain limited. Although digital solutions have potential to improve prevention services, such solutions have not been systematically tested in these countries. OBJECTIVE/UNASSIGNED:This study explores the use of a digital parenting intervention tool designed for pediatric behavioral health, known as the Pediatric-Behavioral Health Digital Tool, in a preventive service model for low resource communities. We study the feasibility of implementing this new digital health service model and preliminary estimate the potential impacts on parenting and child social emotional outcomes when the program is implemented in faith-based organizations in Uganda. The Pediatric-Behavioral Health Digital Tool is a preventive intervention designed to be implemented by trained community-health-workers to facilitate caregivers' access to the preventive mental health service in community for their young children. The tool is based on the screening, brief intervention, and referral to treatment prevention service model for promoting pediatric behavioral and mental health. METHODS/UNASSIGNED:The evaluation study was designed using a pre-post assessment design. The content in Pediatric-Behavioral Health Digital Tool was co-designed with local expert and iteratively adapted based on parents and caregivers as well as community-health-workers and experts who were invited to provide their feedback and suggestions for improvements in content, functions, and delivery model through a series of focus groups and workshops. This pilot evaluation focuses on the pre-post changes of the intervention families (91 families) and 10 community-health-workers. RESULTS/UNASSIGNED:We found high acceptability, appropriateness, and usefulness of the program based on the intervention families' community-health-workers' report. Intervention parents felt safe in using the digital toolkit. Parents felt comfortable for the CHWs asked them personal questions. In estimating the impacts, we found some expected findings on parenting and child social emotional health. Specifically, we found intervention parents become more mindful in their parenting (d=1.61, p=.049), and felt more effective in discipline their child's misbehavior (d=1.29, p=.003) after they receive the intervention. For children, we found improvement on children's social emotional outcomes, measured by decreased parent-child conflict (d=-1.08, p=.002) and increased child emotional regulation skills (d=1.0, p=.049) after their parents receive the intervention. CONCLUSIONS/UNASSIGNED:Our Pediatric-Behavioral Health Digital Tool has potential to provide a cost-effective service solution to provide preventive mental health care in communities to promote child social-emotional and mental wellbeing in low-resource settings.
PMCID:12302674
PMID: 40726831
ISSN: 2375-1916
CID: 5903222

Implementation of Research in Community Mental Health Centers: The Challenge of Provider Engagement

Oruche, Ukamaka M; Nakash, Ora; Holladay, Cynthia; Chacko, Anil; Perkins, Susan M; Draucker, Claire Burke
Conducting clinical research in public sector community mental health centers (CMHCs) can be challenging. The purpose of this report is to describe the challenges our research team encountered in engaging CMHC providers in a clinical trial aimed at testing an intervention to improve parent activation and engagement in their child's behavioral healthcare. We discuss the intervention we aimed to test, the challenges we encountered engaging providers, and the barriers to engagement that we identified. The barriers included restrictive inclusion criteria, an ambitious randomized controlled design, a dyadic (provider-parent) recruitment plan, a requirement to record provider-parent sessions, and high day-to-day practice demands on providers. The strategies we used to address the barriers and a discussion of the "trade-offs" these strategies introduced are presented. Improving provider engagement in research in CMHCs can avoid research delays or termination of studies and ultimately mitigate an early blockage in the research-to-practice pipeline.
PMID: 38668829
ISSN: 1573-2789
CID: 5739032

School-based organizational skills training for students in grades 3-5: A cluster randomized trial

Nissley-Tsiopinis, Jenelle; Power, Thomas J; Fleming, Phylicia F; Tremont, Katie L; Poznanski, Bridget; Ryan, Shannon; Cacia, Jaclyn; Egan, Theresa; Montalbano, Cristin; Holdaway, Alex; Patel, Ami; Gallagher, Richard; Abikoff, Howard; Localio, A Russell; Mautone, Jennifer A
OBJECTIVE:Research has demonstrated the effectiveness of interventions to reduce organizational skills deficits and homework problems, including the clinic-based Organizational Skills Training (OST-C) program (Abikoff et al., 2013). In this study, OST-C was adapted for schools as a small-group (Tier 2) intervention delivered by school partners (OST-T2). METHOD/METHODS:The study was conducted in 22 schools serving students from diverse backgrounds. Students (n = 186; 122 male) in Grades 3-5, ages 8-12 (M = 9.7 years; SD = 0.88) with organizational skills deficits referred by teachers were enrolled. Schools were randomly assigned to OST-T2 or treatment as usual with waitlist. OST-T2 consisted of sixteen 35-min child sessions, two caregivers, and two teacher consultations. Outcomes were evaluated with longitudinal mixed effects modeling at posttreatment, 5-month and 12-month follow-up using caregiver and teacher reports of organizational skills, homework, and academic performance. RESULTS:OST-T2 resulted in reductions in organizational skills deficits on caregiver and teacher report (p < .001) at posttreatment and 5-month follow-up (effect sizes [ES], Cohen's d = 0.96, 1.20). Findings also revealed a reduction in caregiver-reported homework problems at posttreatment and 5-month follow-up (p < .001, ES = 0.60, 0.72), and an improvement in teacher-rated homework at posttreatment (p = .007, ES = 0.64). Effects were attenuated at 12-month follow-up. The effects of OST-T2 on academic measures were not significant. CONCLUSIONS:Findings provide evidence for the immediate and short-term effectiveness of OST-T2 delivered by school professionals. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
PMID: 39480288
ISSN: 1939-2117
CID: 5747262