Kentucky Outreach Service Kiosk (KyOSK) Study protocol: a community-level, controlled quasi-experimental, type 1 hybrid effectiveness study to assess implementation, effectiveness and cost-effectiveness of a community-tailored harm reduction kiosk on HIV, HCV and overdose risk in rural Appalachia.

INTRODUCTION: Many rural communities bear a disproportionate share of drug-related harms. Innovative harm reduction service models, such as vending machines or kiosks, can expand access to services that reduce drug-related harms. However, few kiosks operate in the USA, and their implementation, impact and cost-effectiveness have not been adequately evaluated in rural settings. This paper describes the Kentucky Outreach Service Kiosk (KyOSK) Study protocol to test the effectiveness, implementation outcomes and cost-effectiveness of a community-tailored, harm reduction kiosk in reducing HIV, hepatitis C and overdose risk in rural Appalachia. METHODS AND ANALYSIS: KyOSK is a community-level, controlled quasi-experimental, non-randomised trial. KyOSK involves two cohorts of people who use drugs, one in an intervention county (n=425) and one in a control county (n=325). People who are 18 years or older, are community-dwelling residents in the target counties and have used drugs to get high in the past 6 months are eligible. The trial compares the effectiveness of a fixed-site, staffed syringe service programme (standard of care) with the standard of care supplemented with a kiosk. The kiosk will contain various harm reduction supplies accessible to participants upon valid code entry, allowing dispensing data to be linked to participant survey data. The kiosk will include a call-back feature that allows participants to select needed services and receive linkage-to-care services from a peer recovery coach. The cohorts complete follow-up surveys every 6 months for 36 months (three preceding kiosk implementation and four post-implementation). The study will test the effectiveness of the kiosk on reducing risk behaviours associated with overdose, HIV and hepatitis C, as well as implementation outcomes and cost-effectiveness. ETHICS AND DISSEMINATION: The University of Kentucky Institutional Review Board approved the protocol. Results will be disseminated in academic conferences and peer-reviewed journals, online and print media, and community meetings. TRIAL REGISTRATION NUMBER: NCT05657106.

Characteristics of Intimate Partner Violence and Survivor's Needs During the COVID-19 Pandemic: Insights From Subreddits Related to Intimate Partner Violence.

Intimate partner violence (IPV) increased during the COVID-19 pandemic. Collecting actionable IPV-related data from conventional sources (e.g., medical records) was challenging during the pandemic, generating a need to obtain relevant data from non-conventional sources, such as social media. Social media, like Reddit, is a preferred medium of communication for IPV survivors to share their experiences and seek support with protected anonymity. Nevertheless, the scope of available IPV-related data on social media is rarely documented. Thus, we examined the availability of IPV-related information on Reddit and the characteristics of the reported IPV during the pandemic. Using natural language processing, we collected publicly available Reddit data from four IPV-related subreddits between January 1, 2020 and March 31, 2021. Of 4,000 collected posts, we randomly sampled 300 posts for analysis. Three individuals on the research team independently coded the data and resolved the coding discrepancies through discussions. We adopted quantitative content analysis and calculated the frequency of the identified codes. 36% of the posts (n = 108) constituted self-reported IPV by survivors, of which 40% regarded current/ongoing IPV, and 14% contained help-seeking messages. A majority of the survivors' posts reflected psychological aggression, followed by physical violence. Notably, 61.4% of the psychological aggression involved expressive aggression, followed by gaslighting (54.3%) and coercive control (44.3%). Survivors' top three needs during the pandemic were hearing similar experiences, legal advice, and validating their feelings/reactions/thoughts/actions. Albeit limited, data from bystanders (survivors' friends, family, or neighbors) were also available. Rich data reflecting IPV survivors' lived experiences were available on Reddit. Such information will be useful for IPV surveillance, prevention, and intervention.

Developing practices for hospital-based violence intervention programs to address anti-Black racism and historical trauma.

To promote health equity among Black youth exposed to community violence, it is critical that psychologists partner with other health care professionals and communities with lived experience to explicitly address anti-Black racism and historical trauma as fundamental contributors to violence-related health inequities. This article describes our community-based participatory research (CBPR) approach to develop practices for hospital-based violence intervention programs that mitigate violence-related health inequities among Black youth. Current conceptualizations of trauma-related symptoms among Black youth exposed to community violence often fail to consider the role of anti-Black racism and historical trauma in creating and maintaining traumatic stress. Our CBPR formative studies highlight the importance of and priorities to address community violence within the context of anti-Black racism and historical trauma. In describing our process and developed tools and practices, we aim to highlight the important contributions psychologists can make through interdisciplinary and community partnerships to advance health equity. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Can adverse childhood experiences predict chronic health conditions? Development of trauma-informed, explainable machine learning models.

Introduction: Decades of research have established the association between adverse childhood experiences (ACEs) and adult onset of chronic diseases, influenced by health behaviors and social determinants of health (SDoH). Machine Learning (ML) is a powerful tool for computing these complex associations and accurately predicting chronic health conditions. Methods: Using the 2021 Behavioral Risk Factor Surveillance Survey, we developed several ML models-random forest, logistic regression, support vector machine, Naïve Bayes, and K-Nearest Neighbor-over data from a sample of 52,268 respondents. We predicted 13 chronic health conditions based on ACE history, health behaviors, SDoH, and demographics. We further assessed each variable's importance in outcome prediction for model interpretability. We evaluated model performance via the Area Under the Curve (AUC) score. Results: With the inclusion of data on ACEs, our models outperformed or demonstrated similar accuracies to existing models in the literature that used SDoH to predict health outcomes. The most accurate models predicted diabetes, pulmonary diseases, and heart attacks. The random forest model was the most effective for diabetes (AUC = 0.784) and heart attacks (AUC = 0.732), and the logistic regression model most accurately predicted pulmonary diseases (AUC = 0.753). The strongest predictors across models were age, ever monitored blood sugar or blood pressure, count of the monitoring behaviors for blood sugar or blood pressure, BMI, time of last cholesterol check, employment status, income, count of vaccines received, health insurance status, and total ACEs. A cumulative measure of ACEs was a stronger predictor than individual ACEs. Discussion: Our models can provide an interpretable, trauma-informed framework to identify and intervene with at-risk individuals early to prevent chronic health conditions and address their inequalities in the U.S.

Youth Empowered Advocating for Health (YEAH): Facilitating Partnerships Between Prevention Scientists and Black Youth to Promote Health Equity.

Structural racism inflicts a disproportionate burden of stress and trauma within Black communities, resulting in physical and mental health inequities that impact Black youth. Yet few multilevel interventions exist to address these deeply rooted inequities from a preventive standpoint, and even fewer are informed by the participatory input of the impacted communities. To bridge these gaps, we developed a community-based prevention strategy that promotes agency and active resistance to structural racism, Youth Empowered Advocating for Health (YEAH), and implemented it across various settings. We outline the development, implementation, and expansion of YEAH as a tool for promoting optimal health among Black communities. Lastly, we discuss lessons learned and offer a framework outlining key principles for prevention scientists to partner with Black youth and engage them in translational science to address structural racism. This framework is aimed at driving policies, practices, and procedures that promote equitable and sustainable change for and with Black communities.

Perceptions of perinatal depression among low-income mothers and families in Mumbai, India.

Perinatal depression yields long-term adverse effects on maternal mental health, maternal-child interactions, and child development. Research conducted in India suggests that the risk of perinatal depression may be associated with socio-cultural factors. This warrants an assessment of cultural attitudes towards perinatal depression. Our study examined the perceptions of perinatal depression among pregnant mothers (n = 46) admitted to antenatal and postnatal care wards, as well as their accompanying relatives (n = 60), at a government hospital in Mumbai, India. We administered structured interviews to understand the awareness levels of and attitudes towards perinatal depression. We found that a strong majority of the respondents (93%) were unfamiliar with the concept of perinatal depression. Roughly half of the respondents did not believe that women could experience mental health problems during and after delivery (45% and 50% respectively). A majority of the respondents (77%) believed that a mother does not love her baby if she is depressed after delivery. We additionally report qualitative findings from our open-ended questions on perceived symptomatology, post-delivery priorities, perceived treatment needs, and attitudes towards spousal or familial support. Findings highlight an exigency for researchers, clinicians, and mental health advocates to foster increased awareness of perinatal depression among expectant mothers and their family members. Accordingly, interventions to address perinatal depression should factor in the target population's awareness levels and sociocultural perceptions. Findings helped inform the development of psychoeducation and informational materials to target this need.

Reducing stigma associated with mental health problems among university students in the Asia-Pacific: A video content analysis of student-driven proposals.

INTRODUCTION: Studies have demonstrated that mental health problems among university students may be increasing in both prevalence and severity. This study aimed to identify ways to reduce stigma and improve students' utilization of mental health services. METHODS: We performed a content analysis on video proposals to address stigma and mental health at universities, submitted by 15 teams from nine Asian-Pacific countries as part of a case competition. We examined five domains: (1) tone; (2) cultural context; (3) mental health issue of focus; (4) prevention versus secondary prevention; and (5) main intervention strategies. RESULTS: Five main intervention strategies emerged: (1) educational campaigns; (2) peer interaction and support; (3) counseling; (4) screening; and (5) self-management. The results suggest that mental health literacy is low among students. Educational campaigns and events to increase awareness and reduce stigma were the most commonly incorporated strategy, through film screenings, mental health days, and social media. Building empathy through personal stories from celebrities and other students was also highly recommended. Second, counseling was incorporated in 80% of proposals, with a preference for peers and staff support, and web-based therapy over professional counselors, except in severe cases. Programs to increase social contact were the third most common strategy, suggesting students may feel isolated and disconnected. Creating common spaces for students to interact and pairing of students with and without mental health issues were widely suggested. The use of technology was recommended for self-management of mental health and for mandatory mental health screening, which was generally only recommended for incoming students. CONCLUSIONS: Our analysis provides insight into student-generated intervention approaches to prevent and address stigma associated with mental health issues among students. A greater university commitment is needed to provide a range of resources, including education and counseling, to leverage technology, and to foster stronger support networks among students.

The Manila Declaration on Migration and Health: commentary of the Association of Pacific Rim Universities Global Health Program.

BACKGROUND: Migration has played, and continues to play, an important role in shaping our global economy. As of 2017, there were 258 million international migrants worldwide, over 100 million of whom came from the Asia-Pacific region. Migration is increasingly recognized as a social determinant of health, as migrants often experience vulnerabilities that make them susceptible to a range of negative health outcomes. Addressing the health and human rights concerns of migrants requires concerted and global efforts from many stakeholders, including universities. METHODS: The Global Health Program of the Association of Pacific Rim Universities (APRU), a non-profit network of more than 50 universities in the region, is an example of an avenue to foster research, innovation, collaborative engagement, and large-scale advocacy around migration and health. In 2017, a special half-day workshop was held in Manila, convening 167 participants from 10 economies and 21 disciplines. The goal of the workshop was to delineate the role of universities in promoting migrant health and well-being. The global health experts from a diverse set of backgrounds collaboratively developed a policy statement to be used to better address migrant health and human rights. The objective of this paper is to disseminate the policy statement, highlighted specific action items that universities can take to protect and promote migrant health. RESULTS: The Manila Declaration on Migration and Health highlights that universities must ensure that their campuses are safe, supportive, and empowering environments for all migrants and their families. Universities are also urged to capitalize on their educational and research expertise to generate data on migrant experiences and communicate this research to policymakers. CONCLUSIONS: This commentary highlights how institutions of higher education can serve as powerful avenues for promoting migrant health and human rights. Universities can play a vital role in building awareness and sensitivity to migrant challenges and needs, as well as helping to develop policy frameworks appropriate to their diverse contexts to guide, promote, and reinforce commitment to migrant rights and health. Universities should also ensure that their campuses are safe, supportive, and empowering environments for all migrants and their families.