Integrating Clinical Decision Support Into Electronic Health Record Systems Using a Novel Platform (EvidencePoint): Developmental Study.

BACKGROUND: Through our work, we have demonstrated how clinical decision support (CDS) tools integrated into the electronic health record (EHR) assist providers in adopting evidence-based practices. This requires confronting technical challenges that result from relying on the EHR as the foundation for tool development; for example, the individual CDS tools need to be built independently for each different EHR. OBJECTIVE: The objective of our research was to build and implement an EHR-agnostic platform for integrating CDS tools, which would remove the technical constraints inherent in relying on the EHR as the foundation and enable a single set of CDS tools that can work with any EHR. METHODS: We developed EvidencePoint, a novel, cloud-based, EHR-agnostic CDS platform, and we will describe the development of EvidencePoint and the deployment of its initial CDS tools, which include EHR-integrated applications for clinical use cases such as prediction of hospitalization survival for patients with COVID-19, venous thromboembolism prophylaxis, and pulmonary embolism diagnosis. RESULTS: The results below highlight the adoption of the CDS tools, the International Medical Prevention Registry on Venous Thromboembolism-D-Dimer, the Wells' criteria, and the Northwell COVID-19 Survival (NOCOS), following development, usability testing, and implementation. The International Medical Prevention Registry on Venous Thromboembolism-D-Dimer CDS was used in 5249 patients at the 2 clinical intervention sites. The intervention group tool adoption was 77.8% (4083/5249 possible uses). For the NOCOS tool, which was designed to assist with triaging patients with COVID-19 for hospital admission in the event of constrained hospital resources, the worst-case resourcing scenario never materialized and triaging was never required. As a result, the NOCOS tool was not frequently used, though the EvidencePoint platform's flexibility and customizability enabled the tool to be developed and deployed rapidly under the emergency conditions of the pandemic. Adoption rates for the Wells' criteria tool will be reported in a future publication. CONCLUSIONS: The EvidencePoint system successfully demonstrated that a flexible, user-friendly platform for hosting CDS tools outside of a specific EHR is feasible. The forthcoming results of our outcomes analyses will demonstrate the adoption rate of EvidencePoint tools as well as the impact of behavioral economics "nudges" on the adoption rate. Due to the EHR-agnostic nature of EvidencePoint, the development process for additional forms of CDS will be simpler than traditional and cumbersome IT integration approaches and will benefit from the capabilities provided by the core system of EvidencePoint.

Perspectives on the Use of Outpatient Parenteral Antibiotic Therapy for People who Inject Drugs: Results From an Online Survey of Infectious Diseases Clinicians.

Injection-related infections require prolonged antibiotic therapy. Outpatient parenteral antimicrobial therapy (OPAT) has been shown to be feasible for people who inject drugs (PWID) in some settings. We report a national survey on practice patterns and attitudes of infectious diseases clinicians in the United States regarding use of OPAT for PWID.

An Analysis of Social and Coping Alcohol Use Motives for College Students with Autistic Traits.

Background: Little is known about alcohol use among college students with autism spectrum disorder (ASD), despite the increasing prevalence of college students with this diagnosis and/or with no formal diagnosis but who would meet criteria. Of concern, previous research suggests that individuals with ASD may be particularly vulnerable to the coping and social facilitation effects of alcohol use. Objectives: The present study examined the associated between autistic traits and alcohol use motives (social, coping, conformity, enhancement) in a sample of college students. Symptoms of social anxiety were assessed as a moderator and thought to enhance the associations between autistic traits and social and coping motives. Results: Findings revealed that both autistic traits and social anxiety were significantly and positively correlated with coping and conformity drinking motives. Additionally, a significantly negative correlation emerged between autistic traits and social drinking motives for participants with low social anxiety, and a similar pattern emerged for enhancement drinking motives. Conclusions: These findings suggest that college students with autistic traits may experience daily encounters or emotions that are alleviated by the mood-altering effects of alcohol; however, the specific feelings, emotions, or experiences that these individuals are looking to seek relief from remain understudied.

Telemedicine for unhealthy alcohol use in adults living with HIV in Alabama using common elements treatment approach: A hybrid clinical efficacy-implementation trial protocol.

Background: Unhealthy alcohol use is an unaddressed barrier to achieving and maintaining control of the human immunodeficiency virus (HIV) epidemic. Integrated screening, treatment of common behavioral and mental health comorbidities, and telemedicine can improve alcohol treatment and HIV clinical and quality of life outcomes for rural and underserved populations. Objective: In a randomized controlled clinical trial, we will evaluate the effectiveness and implementation of telephone-delivered Common Elements Treatment Approach (T-CETA), a transdiagnostic cognitive behavioral therapy protocol, on unhealthy alcohol use, HIV, other substance use and mental health outcomes among predominantly rural adults with HIV receiving care at community clinics in Alabama. Methods: Adults with HIV receiving care at four selected community clinics in Alabama will receive a telephone-delivered alcohol brief intervention (BI), and then be assigned at random (stratified by clinic and sex) to no further intervention or T-CETA. Participants will be recruited after screening positively for unhealthy alcohol use or when referred by a provider. The target sample size is 308. The primary outcome will be change in the Alcohol Use Disorder Identification Test (AUDIT) at six- and 12-months post-enrollment. Additional outcomes include HIV (retention in care and viral suppression), patient-reported mental health (anxiety, depression, posttraumatic stress), and quality of life. A range of implementation measures be evaluated including T-CETA provider and client acceptability, feasibility, cost and cost-effectiveness. Conclusions: This trial will inform alcohol treatment within HIV care programs, including the need to consider comorbidities, and the potential impact of alcohol interventions on HIV and quality of life outcomes.

HIV and Addiction Services for People Who Inject Drugs: Healthcare Provider Perceptions on Integrated Care in the U.S. South.

This qualitative study evaluates physician training and experience with treatment and prevention services for people who inject drugs (PWID) including medications for opioid use disorder (MOUD) and HIV pre-exposure prophylaxis (PrEP). The Behavioral Model of Healthcare Utilization for Vulnerable Populations was applied as a framework for data analysis and interpretation. Two focus groups were conducted, one with early career physicians (n = 6) and one with mid- to late career physicians (n = 3). Focus group transcripts were coded and analyzed using thematic analysis to identify factors affecting implementation of treatment and prevention services for PWID. Respondents identified that increasing the availability of providers prescribing MOUD was a critical enabling factor for PWID seeking and receiving care. Integrated, interdisciplinary services were identified as an additional resource although these remain fragmented in the current healthcare system. Barriers to care included provider awareness, stigma associated with substance use, and access limitations. Providers identified the interwoven risk factors associated with injection drug use that must be addressed, including the risk of HIV acquisition, notably more at the forefront in the minds of early career physicians. Additional research is needed addressing the medical education curriculum, health system, and healthcare policy to address the addiction and HIV crises in the U.S. South.

Methamphetamines and Serious Injection-Related Infections: Opioid Use Care Continuum and Opportunities to End Alabama's Drug Crisis.

Background: Increasingly, injection opioid use and opioid use disorder (OUD) are complicated by methamphetamine use, but the impact of stimulant use on the care of people who inject drugs (PWID) with serious injection-related infections (SIRIs) is unknown. The objective of this study was to explore hospital outcomes and postdischarge trends for a cohort of hospitalized PWID to identify opportunities for intervention. Methods: We queried the electronic medical record for patients hospitalized at the University of Alabama at Birmingham with injection drug use-related infections between 1/11/2016 and 4/24/2021. Patients were categorized as having OUD only (OUD), OUD plus methamphetamine use (OUD/meth), or injection of other substance(s) (other). We utilized statistical analyses to assess group differences across hospital outcomes and postdischarge trends. We determined the OUD continuum of care for those with OUD, with and without methamphetamine use. Results: A total of 370 patients met inclusion criteria-many with readmissions (98%) and high mortality (8%). The majority were White, male, and uninsured, with a median age of 38. One in 4 resided outside of a metropolitan area. There were significant differences according to substance use in terms of sociodemographics and hospital outcomes: patients with OUD/meth were more likely to leave via patient-directed discharge, but those with OUD only had the greatest mortality. Comorbid methamphetamine use did not significantly impact the OUD care continuum. Conclusions: The current drug crisis in AL will require targeted interventions to engage a young, uninsured population with SIRI in evidence-based addiction and infection services.

Expanding access to substance use services and mental health care for people with HIV in Alabama, a technology readiness assessment using a mixed methods approach.

BACKGROUND: Alabama is one of seven priority states for the National Ending the HIV Epidemic Initiative due to a large rural burden of disease. Mental health (MH) and substance use disorders (SUD) represent obstacles to HIV care in rural areas lacking Medicaid expansion and infrastructure. Evidence-informed technologies, such as telehealth, may enhance SUD and MH services but remain understudied in rural regions. METHODS: We conducted a readiness assessment using a mixed methods approach to explore opportunities for enhanced SUD and MH screening using electronic patient reported outcomes (ePROs) and telehealth at five Ryan White HIV/AIDS Program-funded clinics in AL. Clinic providers and staff from each site (N = 16) completed the Organizational Readiness to Implement Change (ORIC) assessment and interviews regarding existing services and readiness to change. People with HIV from each site (PLH, N = 18) completed surveys on the acceptability and accessibility of technology for healthcare. RESULTS: Surveys and interviews revealed that all clinics screen for depression annually by use of the Patient Health Questionnaire-9 (PHQ9). SUD screening is less frequent and unstandardized. Telehealth is available at all sites, with three of the five sites beginning services due to the COVID-19 pandemic; however, telehealth for MH and SUD services is not standardized across sites. Results demonstrate an overall readiness to adopt standardized screenings and expand telehealth services beyond HIV services at clinics. There were several concerns including Wi-Fi access, staff capacity, and patients' technological literacy. A sample of 18 people with HIV (PWH), ages 18 to 65 years, participated in surveys; all demonstrated adequate technology literacy. A majority had accessed telehealth and were not concerned about it being too complicated or limiting communication. There were some concerns around lack of in-person interaction and lack of a physical exam and high-quality care with telehealth. CONCLUSION: This study of PWH and the clinics that serve them reveals opportunities to expand SUD and MH services in rural regions using technology. Areas for improvement include implementing routine SUD screening, expanding telehealth while maintaining opportunities for in-person interaction, and using standardized ePROs that are completed by patients, in order to minimize stigma and bias.

Intersecting epidemics: the impact of coronavirus disease 2019 on the HIV prevention and care continua in the United States.

OBJECTIVE: To summarize the broad impact of the coronavirus disease 2019 (COVID-19) pandemic on HIV prevention and care in the United States with a focus on the status-neutral HIV care continuum. DESIGN: We conducted an editorial review of peer-reviewed literature on the topics of HIV-risk behaviors, sexually transmitted illness (STI) and HIV prevalence, HIV prevention and treatment trends, and evolving practices during the COVID-19 pandemic. METHODS: For relevant literature, we reviewed, summarized, and categorized into themes that span the HIV prevention and care continua, including sexual risk behaviors, mental health, and substance use. RESULTS: We identified important changes within each component of the HIV care continuum across the United States during the COVID-19 pandemic. Shifts in prevention practices, engagement with care, care provision, medication adherence, testing, and prevalence rates were observed during the pandemic. CONCLUSION: Although heightened disparities for people at risk for, and living with, HIV were seen during the COVID-19 pandemic, many health systems and clinics have achieved and maintained engagement in HIV prevention and care. This review highlights barriers and innovative solutions that can support durable and accessible health systems through future public health crises.

In-Hospital 30-Day Survival Among Young Adults With Coronavirus Disease 2019: A Cohort Study.

BACKGROUND: Our objective was to characterize young adult patients hospitalized with coronavirus disease 2019 (COVID-19) and identify predictors of survival at 30 days. METHODS: This retrospective cohort study took place at 12 acute care hospitals in the New York City area. Patients aged 18-39 hospitalized with confirmed COVID-19 between March 1 and April 27, 2020 were included in the study. Demographic, clinical, and outcome data were extracted from electronic health record reports. RESULTS: A total of 1013 patients were included in the study (median age, 33 years; interquartile range [IQR], 28-36; 52% female). At the study end point, 940 (92.8%) patients were discharged alive, 18 (1.8%) remained hospitalized, 5 (0.5%) were transferred to another acute care facility, and 50 (4.9%) died. The most common comorbidities in hospitalized young adult patients were obesity (51.2%), diabetes mellitus (14.8%), and hypertension (13%). Multivariable analysis revealed that obesity (adjusted hazard ratio [aHR], 2.71; 95% confidence interval [CI], 1.28-5.73; P = .002) and Charlson comorbidity index score (aHR, 1.20; 95% CI, 1.07-1.35; P = .002) were independent predictors of in-hospital 30-day mortality. CONCLUSIONS: Obesity was identified as the strongest negative predictor of 30-day in-hospital survival in young adults with COVID-19.

Trauma Exposure and Problem Drinking in Late Adolescence: A Latent Profile Analysis.

Exposure to early traumatic events has been implicated in problem drinking during late adolescence, and this association may be stronger among youth with emotion regulation deficits. The purpose of this study was to identify subgroups of late adolescents based on trauma type, including loss, posttraumatic stress disorder (PTSD) symptoms; and emotion regulation deficits that confer the risk for problematic drinking behaviors. A sample of 946 participants (M age = 18.84 years, SD = 1.06) was analyzed with mixed-indicator latent profile analysis to identify subgroups and explore whether these subgroups displayed significant differences regarding elevated drinking frequency, alcohol quantity, and problematic alcohol use. A four-profile model yielded the best fit to the data, and four groups were identified and labeled "high functioning" (29.4%), "loss regulated" (32.3%), "loss dysregulated" (28.1%), and "multiple trauma dysregulated" (10.1%). Individuals in the high functioning group reported the lowest rates on all three measures of alcohol misuse (14.6-24.9%), whereas those in the multiple trauma dysregulated group reported the highest rates on all three measures (31.6-71.5%). Individuals in the multiple trauma dysregulated group (M = 0.25) differed significantly from those in the other three groups (Ms = 0.42-0.72) on the measure of problematic alcohol use but scored similarly to those in the loss dysregulated group on measures of drinking frequency (M = 0.32 and 0.24, respectively) and quantity (M = 0.43 and 0.39, respectively). These findings have implications for prevention programs targeted for alcohol use disorders among older adolescents.