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Data visualization, such as figures created through network analysis, may be one way to present more complete information from qualitative analysis. Segments of qualitatively coded data can be treated as objects in network analysis, thus creating visual representations of the code frequency (i.e., nodes) and the co-occurrence (i.e., edges). By sharing an example of network analysis applied to qualitative data, and then comparing our process with other applications, our goal is to help other researchers reflect on how this approach may support their interpretation and visualization of qualitative data. A total of 265 de-identified transcripts between help-seekers and National Child Abuse Hotline crisis counselors were included in the network analysis. Post-conversation surveys, including help-seekers' perceptions of the conversations, were also included in the analysis. Qualitative content analysis was conducted, which was quantified as the presence or absence of each code within a transcript. Then, we divided the dataset based on help-seekers' perceptions. Individuals who responded that they "Yes/Maybe" felt more hopeful after the conversation were in the "hopeful" dataset, while those who answered "No" were in the "unhopeful" dataset. This information was imported to UCINET to create co-occurrence matrices. Gephi was used to visualize the network. Overall, code co-occurrence networks in hopeful conversations were denser. Furthermore, the average degree was higher in these hopeful conversations, suggesting more codes were consistently present. Codes in hopeful conversations included information, counselor support, and problem-solving. Conversely, non-hopeful conversations focused on information. Overall, network analysis revealed patterns that were not evident through traditional qualitative analysis.

Background: Mobile Integrated Health-Community Paramedicine (MIH-CP) is a novel approach that may reduce the rural-urban disparity in vaccination uptake in the United States. MIH-CP providers, as physician extenders, offer clinical follow-up and wrap-around services in homes and communities, uniquely positioning them as trusted messengers and vaccine providers. This study explores stakeholder perspectives on feasibility and acceptability of community paramedicine vaccination programs., Methods: We conducted semi-structured qualitative interviews with leaders of paramedicine agencies with MIH-CP, without MIH-CP, and state/regional leaders in Indiana. Interviews were audio recorded, transcribed verbatim, and analyzed using content analysis., Results: We interviewed 24 individuals who represented EMS organizations with MIH-CP programs (MIH-CP; n = 10), EMS organizations without MIH-CP programs (non-MIH-CP; n = 9), and state/regional administrators (SRA; n = 5). Overall, the sample included professionals with an average of 19.6 years in the field (range: 1-42 years). Approximately 75% (n = 14) were male, and all identified as non-Hispanic white. MIH-CPs reported they initiated a vaccine program to reach underserved areas, operating as a health department extension. Some MIH-CPs integrated existing services, such as food banks, with vaccine clinics, while other MIH-CPs focused on providing vaccinations as standalone initiatives. Key barriers to vaccination program initiation included funding and vaccinations being a low priority for MIH-CP programs. However, participants reported support for vaccine programs, particularly as they provided an opportunity to alleviate health disparities and improve community health. MIH-CPs reported low vaccine hesitancy in the community when community paramedics administered vaccines. Non-CP agencies expressed interest in launching vaccine programs if there is clear guidance, sustainable funding, and adequate personnel., Conclusions: Our study provides important context on the feasibility and acceptability of implementing an MIH-CP program. Findings offer valuable insights into reducing health disparities seen in vaccine uptake through community paramedics, a novel and innovative approach to reduce health disparities in rural communities., (© 2024. The Author(s).)

Background: Sex trafficking victims often have touchpoints with salons for waxing, styling, and other body modification services required by traffickers. Recently, some states have administered laws requiring salon professionals to receive intimate partner violence (IPV)-related training, with even fewer states mandating training on identifying sex trafficking. This study aimed to understand how salon professionals have witnessed evidence of violence, including IPV and sex trafficking, in the workplace and to explore the differences in their approach to each type of victim., Methods: In-depth interviews were conducted with salon professionals (N = 10) and law enforcement professionals/policymakers (N = 5). Content and thematic analysis techniques were used., Results: Salon professionals typically identified potential violence through signs such as bruises, odd behavior, and client disclosures, prompting them to engage in cautious conversations. Yet, few were trained to identify and intervene. Often, they responded to suspected violence by talking with the client, sharing concerns with salon leadership, directly intervening on the client's behalf, or contacting the police. Law enforcement and salon professionals had suggestions about improving salon professionals' recognition of and response to violence, including training on victim-focused resources, creating a safe environment, and building relationships with law enforcement. They also suggested strengthening community partnerships to increase resource advocacy and reporting., Conclusions: One-on-one salon services may provide a unique opportunity to intervene and identify victims of violence, especially when empowered through additional training and collaborative partnerships with community-oriented policing initiates. Implementing training and community-based initiatives could aid salon professionals in gaining greater confidence in knowing what to do when serving a client who is a victim of IPV or sex trafficking., (© 2024. This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.)

Social media has become an increasingly important way to seek and share experiences, support, knowledge, and advice during the COVID-19 pandemic. Reddit, a pseudonymous social media platform, was one way that young people interacted during the pandemic. Our study goals were two-fold: (1) to categorize information sought and provided by users of r/saplings, a subreddit devoted to cannabis use and is often used by young people, and (2) to examine if conversations changed during the COVID-19 pandemic. We extracted 213 randomly selected posts and 2,546 related comments across four time periods (before the pandemic, during the first wave, summer, and next fall). We assessed the volume of posts and comments throughout our study period and conducted a qualitative content analysis. Quantitatively, the findings demonstrated an increase in the number of posts and comments throughout the study period. Given the substantial growth in subreddit activity throughout our study period, Reddit may play an increasingly important role in youth socialization related to cannabis. From the content analysis, we identified three major themes: how to acquire cannabis, how to use cannabis, and associated consequences. Reddit-users prioritized certain content in their posts at different stages of the pandemic. 'Places to acquire' and 'future use' were most common at the beginning of the pandemic, while the theme of 'consequences' and the topic of 'tolerance' became more prominent during the summer months. The comments to these posts were generally thorough and responsive to the post. Nearly all the information came from opinions or personal experiences. Firstly, our findings suggest that young people viewed Reddit as a viable outlet for conversations about cannabis. Secondly, due to the nature of the peer comments and lack of verifiable information being exchanged, misinformation may still circulate and inadvertently worsen the efforts to reduce cannabis-related harm. Interventions that provide understandable and accurate cannabis-related information in accessible formats may increase young people's ability to access and practice harm reduction., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2024 Reygaerts et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)

Objectives. To assess COVID-19 and influenza vaccination rates across Indiana's 92 counties and identify county-level factors associated with vaccination. Methods. We analyzed county-level data on adult COVID-19 vaccination from the Indiana vaccine registry and 2021 adult influenza vaccination from the Centers for Disease Control and Prevention. We used multiple linear regression (MLR) to determine county-level predictors of vaccinations. Results. COVID-19 vaccination ranged from 31.2% to 87.6% (mean = 58.0%); influenza vaccination ranged from 33.7% to 53.1% (mean = 42.9%). In MLR, COVID-19 vaccination was significantly associated with primary care providers per capita (b = 0.04; 95% confidence interval [CI] = 0.02, 0.05), median household income (b = 0.23; 95% CI = 0.12, 0.34), percentage Medicare enrollees with a mammogram (b = 0.29; 95% CI = 0.08, 0.51), percentage uninsured (b = -1.22; 95% CI = -1.57, -0.87), percentage African American (b = 0.31; 95% CI = 0.19, 0.42), percentage female (b = -0.97; 95% CI = -1.79, ‒0.15), and percentage who smoke (b = -0.75; 95% CI = -1.26, -0.23). Influenza vaccination was significantly associated with percentage uninsured (b = 0.71; 95% CI = 0.22, 1.21), percentage African American (b = -0.07; 95% CI = -0.13, -0.01), percentage Hispanic (b = -0.28; 95% CI = -0.40, -0.17), percentage who smoke (b = -0.85; 95% CI = -1.06, -0.64), and percentage who completed high school (b = 0.54; 95% CI = 0.21, 0.87). The MLR models explained 86.7% (COVID-19) and 70.2% (influenza) of the variance. Conclusions. Factors associated with COVID-19 and influenza vaccinations varied. Variables reflecting access to care (e.g., insurance) and higher risk of severe disease (e.g., smoking) are notable. Programs to improve access and target high-risk populations may improve vaccination rates. ( Am J Public Health. 2024;114(4):415-423. https://doi.org/10.2105/AJPH.2023.307553).

Background: Positive, supportive responses to child maltreatment disclosure are critical for victims to receive appropriate resources and support for healing. Young people often prefer to disclose to their peers, frequently on social media platforms., Objective: We assessed young people's use of TalkLife, an online peer-to-peer support platform, to respond to the disclosure of child maltreatment., Methods: We conducted a qualitative content analysis of 1090 comments on childhood maltreatment-related posts on TalkLife between 2013 and 2020. We used an iterative, team-based qualitative content analysis approach to understand how peers responded to maltreatment disclosure., Findings: Peer responses tended to be supportive, including asking questions about the abuse and offering advice, emotional support, and other positive responses. Most commonly, peers advised the victim to report, focus on their strengths instead of the abuse, reach out to adults for more support, or confront the perpetrator. On occasion, however, peers began an irrelevant discussion, joked about the situation, or even directly attacked the discloser., Conclusions: Learning about child maltreatment disclosures on social media builds the foundation for research to assist in identifying and applying interventions on online platforms. Further, these findings can inform programs that teach how to provide healthy responses to child maltreatment disclosures., (Copyright © 2023. Published by Elsevier Ltd.)

Background: Nearly half of adult women in the US report experiencing sexual assault, with almost one-fifth reporting rape. For many sexual assault survivors, healthcare professionals are the first point of contact and disclosure. This study aimed to understand how healthcare professionals working in community settings perceived their role in discussing sexual violence experiences with women during obstetrical and gynecological healthcare appointments. The secondary purpose was to compare healthcare professionals' perspectives with the patients' to determine how sexual violence conversations should occur in these environments., Methods: Data were collected in two phases. Phase 1 consisted of 6 focus groups (Sept-Dec, 2019) with women aged 18-45 (n = 22) living in Indiana who sought community-based or private healthcare for women's reproductive healthcare needs. Phase 2 included 20 key-informant interviews with non-physician healthcare professionals (i.e., NP, RN, CNM, doula, pharmacist, chiropractor) living in Indiana (September 2019-May 2020) who provided community-based women's reproductive healthcare. Focus groups and interviews were audio-recorded, transcribed, and analyzed using thematic analyses. HyperRESEARCH assisted in data management and organization., Results: There were three resulting themes: (1) healthcare professionals' approaches to screening for a history of sexual violence varied depending on how they ask, what setting they work in, and type of professional asking; (2) healthcare experiences can compound traumatic experiences and create distrust with survivors; and (3) sexual violence impacts patient healthcare experiences through what services they seek, how professionals may interact with them, and what professionals they are willing to utilize., Conclusions: Findings offered insight into actionable and practical strategies for enhancing sexual violence screening and discussions in community-based women's reproductive health settings. The findings offer strategies to address barriers and facilitators among community healthcare professionals and the people they serve. Incorporating healthcare professional and patient experiences and preferences for violence-related discussions during obstetrical and gynecological healthcare appointments can assist in violence prevention efforts, improve patient-professional rapport, and yield better health outcomes., (© 2023. The Author(s).)

Violence victimization has been associated with low-grade inflammation. Lesbian, Gay, and Bisexual (LGB) individuals are at greater risk for victimization in childhood and young adulthood compared to heterosexuals. Moreover, the intersection of LGB identity with gender, race/ethnicity, and educational attainment may be differentially associated with victimization rates. However, no previous study has examined the role of cumulative life-course victimization during childhood and young adulthood in the association between 1) LGB identity and low-grade inflammation during the transition to midlife, and 2) intersection of LGB identity with gender, race/ethnicity, and educational attainment and low-grade inflammation during the transition to midlife. We utilized multi-wave data from a national sample of adults entering midlife in the United States- the National Longitudinal Study of Adolescent to Adult Health (Add Health; n = 4573) - and tested four bootstrapped mediation models. Results indicate LGB identity, LGB and White, and LGB and Black identities were indirectly associated with low-grade inflammation during the transition to midlife via higher levels of cumulative life-course victimization. Moreover, among LGB adults, the association between 1) less than college education and 2) some college education, and low-grade inflammation was mediated by cumulative life-course victimization. For LGB females, there was a direct association between identity and low-grade inflammation and this association was mediated by cumulative life-course victimization . Reducing accumulation of victimization could be critical for preventing biological dysregulation and disease onset among LGB individuals, particularly for those with multiple marginalized identities., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023. Published by Elsevier Inc.)

A gap exists regarding how to design gender-specific interventions for women charged with opioid use disorder (OUD)-related crimes. National recent efforts include opioid courts. Treatment courts present opportunities for earlier intervention for women under judicial supervision. We interviewed 31 female participants in the first known opioid court so they could inform cross-sector integrated approaches to address their needs. Data reveal the complexity of participants' involvement with myriad cross-sector organizations, given the duality of their roles as simultaneous lifetime victims and as OUD-related perpetrators. Participants have difficulty trusting systems intended to help them due to systematic failures to prevent or address abuse and neglect over their lifetimes. The opioid crisis cannot be solved without an understanding of early missed intervention opportunities and a cross-sector approach.

Many of the children reported to child protective services (CPS) exhibit signs and symptoms that allow others to recognize their abuse or neglect and intervene; others, especially adolescents, must disclose their experiences to be identified. Relatively little is known about young people's disclosure experiences, but individual, interpersonal, and cultural factors appear to influence when and how young people disclose. Technology-facilitated approaches, such as text- or chat-based hotlines or crisis services, may be one way to help young people share their maltreatment experiences and seek help. The current study contributes to the small body of literature that includes nonsexual maltreatment disclosures and sheds some light on how to support young people during their disclosures. We conducted a qualitative content analysis of all conversations from a text-based crisis service that resulted in a report to CPS ( n = 244). Many of the texters had previously sought support from their peers or parents, and some had engaged with more formal systems. Many young people were hesitant to reach out to formal systems in the future, in part because of negative experiences during past disclosure experiences. Young people may be more likely to seek support through their preferred communication medium, so providing text- and chat-based communication may be one way to encourage and facilitate disclosure. As these resources become increasingly available, determining best practices for receiving disclosures through technology-facilitated platforms will be critical.

Background: One-quarter of homicide-suicide deaths in the U.S. are children. Filicide-suicide, a subset of homicide-suicide involving parent or caregiver perpetrators, is the most common form of homicide-suicide involving children. While these incidents have significant impacts, relatively few studies examine modifiable factors that contribute to these incidents., Objectives: The purpose of this study was to identify patterns of circumstances and contributing factors for filicide-suicide deaths, focusing on the individual and interpersonal differences between male and female perpetrators., Participants: This study utilized data from the National Violent Deaths Reporting System (NVDRS), which included 76 filicide-suicide incidents reported to NVDRS in 32 U.S. states between 2013 and 2015., Methods: We conducted a qualitative content analysis, which was grounded in the Marzuk, Tardiff, and Hirsch (1992) framework. We reviewed the filicide-suicide narratives and engaged in conversations about codes or themes that emerged for the filicide-suicide narratives. Additional codes were added as needed, and narratives were retroactively coded to ensure codes were consistently applied., Results: Relationship conflict and mental health issues were common among male and female perpetrators, but the manifestation of these factors differed greatly. For female perpetrators, relationship conflict, mental health issues, and children's chronic health issues commonly co-occurred. In contrast, relationship conflict, history of violence, and consequences of violence (e.g., legal issues, job problems) more commonly co-occurred among male perpetrators., Conclusion: Filicide-suicides are preventable acts of violence with numerous contributing factors. Our findings highlight the need for prevention efforts to recognize interpersonal experiences, particularly differences between male and female perpetrators., (Copyright © 2022 Elsevier Ltd. All rights reserved.)

Background: Childhood maltreatment types can co-occur and are associated with increased substance use during adolescence and early adulthood. There is also a strong genetic basis for substance use which interacts with environmental factors (e.g., childhood maltreatment) to influence substance use phenotype., Objective: This research aimed to identify childhood maltreatment sub-groups based on type and chronicity, and their association with substance use change from adolescence to early adulthood, while accounting for the influence of substance use polygenic risk (i.e., genetic risk based on the combined effects of multiple genes)., Participants: We used a sample of unrelated European-origin Americans with genetic and childhood maltreatment data (n = 2,664) from the National Longitudinal Study of Adolescent to Adult Health., Methods: Latent profile analysis was used for sub-group identification and direct and interaction effects were tested for longitudinal trajectories of substance use utilizing generalized estimating equations., Results: Three sub-groups with co-occurring childhood maltreatment exposures were identified: a high sexual abuse sub-group, a high physical abuse sub-group, and a normative sub-group (with low maltreatment exposure). At high polygenic risk, the high physical abuse sub-group had faster increases in substance use over time. In comparison, the high sexual abuse sub-group had faster progression in substance use only at low and medium polygenic risk., Conclusions: Findings provide initial evidence for biological and environmental differences among maltreatment sub-groups on trajectories of substance use., (Copyright © 2022 Elsevier Ltd. All rights reserved.)

This study examined elder mistreatment victims' experiences at the beginning of the COVID-19 pandemic, focusing on their COVID-19 awareness and unmet needs. San Francisco Adult Protective Services (APS) caseworkers conducted phone interviews with clients or collaterals (client's family, trusted other, or service provider) to inquire about clients' awareness of COVID-19 and unmet needs. Nine-hundred-and-thirty-four (71%) of 1,313 APS' past clients or their collaterals were interviewed, with 741 (79%) responding positively to COVID-19-awareness questions, and 697 (75%) having no unmet needs. Binary logistic regression with Firth adjusted maximum likelihood estimation method revealed that older persons ( p  < .05), self-neglectors ( p  < .05), and victims of neglect ( p  < .05) were less aware of COVID-19. Unmet needs varied by mistreatment type. Victims of isolation were more likely to have medical needs ( p  < .05), while victims of emotional abuse were more likely to report loneliness ( p  < .001). Case notes reflected clients who were well-prepared for the pandemic, versus those who required additional assistance to follow preventative measures of the COVID-19 pandemic to stay home. Although the majority of San Francisco APS' past clients experienced no unmet needs at the beginning of the COVID-19 pandemic, the prolonged length and intensity of the pandemic could have exacerbated this vulnerable group's situation. Collaboration between service providers is key in assisting victims experiencing unmet needs to live safely in a public health crisis, especially underserved victims of specific ethnic backgrounds., Competing Interests: Conflict of InterestThe Authors declare that there is no conflict of interest., (© The Author(s) 2021.)

Background: Community paramedicine programs (i.e., physician-directed preventive care by emergency medical services personnel embedded in communities) offer a novel approach to community-based health care. Project Swaddle, a community paramedicine program for mothers and their infants, seeks to address (directly or through referrals) the physical, mental, social, and economic needs of its participants. The objective of this process evaluation was to describe women's experiences in Project Swaddle. By understanding their experiences, our work begins to build the foundation for similar programs and future examinations of the efficacy and effectiveness of these approaches., Methods: We completed 21 interviews with women living in Indiana (July 2019-February 2020) who were currently participating in or had graduated from Project Swaddle. Interviews were audio-recorded, transcribed, and analyzed using a six-phase approach to thematic analysis., Results: Program enrollment was influenced by the community paramedics' experience and connections, as well as information received in the community from related clinics or organizations. Participants viewed the community paramedic as a trusted provider who supplied necessary health information and support and served as their advocate. In their role as physician extenders, the community paramedics enhanced patient care through monitoring critical situations, facilitating communication with other providers, and supporting routine healthcare. Women noted how community paramedics connected them to outside resources (i.e., other experts, tangible goods), which aimed to support their holistic health and wellbeing., Conclusions: Results demonstrate Project Swaddle helped women connect with other healthcare providers, including increased access to mental health services. The community paramedics were able to help women establish care with primary care providers and pediatricians, then facilitate communication with these providers. Women were supported through their early motherhood experience, received education on parenting and taking control of their health, and gained access to resources that met their diverse needs., (© 2021. The Author(s).)

Purpose: The purpose of this study was to examine whether the choice of means by persons who die by suicide is associated with a prior psychiatric diagnosis., Methods: In this cross-sectional study, we analyzed suicide surveillance data from 18 states reporting to the National Violent Death Reporting System (NVDRS) between 2003 and 2014. NVDRS compiled data from multiple sources (e.g., coroner's reports, police reports, death certificates) on every violent death within reporting jurisdictions, including information on indicated psychiatric disorders and suicide means. We assessed whether the selected suicide means were associated with diagnoses using multinomial logistic regression., Results: Adjusted models suggested that, compared to decedents using firearms, those using poisoning were more likely to have each psychiatric disorder examined, including bipolar disorder (aOR: 2.17 [95% CI 2.03-2.32]), schizophrenia (aOR: 1.81 [1.61-2.04]), depression (aOR: 1.64 [1.58-1.70]), anxiety disorder (aOR: 1.46 [1.35-1.57]), and PTSD (aOR: 1.41 [1.22-1.64]). A far greater proportion of individuals who died from less common means (other than firearms, suffocation, or poisoning) had schizophrenia (aOR: 4.52 [4.00-5.11])., Conclusions: Many existing and proposed means restriction interventions have focused on firearms. Additional focus on access to potential agents of poisoning (e.g., the type and quantity of medication administered to patients) among individuals with psychiatric diagnoses may be warranted., (© 2021. Springer-Verlag GmbH Germany, part of Springer Nature.)

Objectives: The purpose of this study is to determine how individual and contextual factors that contribute to homicide-suicide (HS) differ between young adults, middle-aged adults, and older adults, and to describe, in detail, the circumstances that lead to HS by older adults., Methods: Data were obtained from the Center for Disease Control and Prevention (CDC) National Violent Death Reporting System. We used a sequential mixed methods approach to the analysis. Guided by the Marzuk HS framework, we conducted quantitative analyses to identify characteristics distinguishing older adult HS perpetrators from younger HS perpetrators. These results guided the qualitative content analysis, which further described the circumstances surrounding HS incidents perpetrated by older adults., Results: While HS perpetrated by young and middle-aged adults were quite similar, the demographic characteristics, victim-perpetrator relationship, and contributing factors in HS incidents perpetrated by older adults were substantially different. Mental health and depressed mood were more common among older adult perpetrators, and jealousy, fights, and substance use issues were less common, relative to younger perpetrators. Escalating intimate partner violence and caregiving/health-related issues, including caregiving strain, housing transitions, and financial problems, were the primary contributors to older adult HS., Conclusion: HS perpetrated by older adults was both similar and different from incidents perpetrated by younger adults. Programs that prevent or de-escalate intimate partner violence would likely prevent many HS incidents perpetrated by older adults, but health and aging-related issues must also be considered.

Despite recent civil rights advances for sexual minority communities in the United States, disparities in violence victimization have increased in recent years. Polyvictimization, the experience of multiple types of violence, is common in the United States and may result in mental and physical health consequences above and beyond single-type victimization. However, disparities in polyvictimization among sexual minority young people remain understudied. The purpose of this article was to determine whether there were disparities in monovictimization and polyvictimization among sexual minority young people compared with their heterosexual peers. Data for this article were from The National Longitudinal Study of Adolescent to Adult Health, a nationally representative cohort study started in 1994. Participants reported their experiences with eight types of violence across child abuse, criminal assault, intimate partner violence (IPV), and sexual assault domains. We categorized individuals with no violence victimization as nonvictims, individuals with one form of victimization as monovictims, and individuals with multiple types of victimization as polyvictims. We then compared experiences of each type of victimization and overall monovictimization and polyvictimization by sexual orientation ( n = 9,828). Among females, the proportions of individuals experiencing victimization by sexual orientation were significantly different for all forms of violence. Among males, criminal assault, IPV resulting in injury, and nonphysically and physically forced sexual assault differed by sexual orientation. Compared with 100% heterosexual peers, individuals who were mostly heterosexual had significantly increased odds of monovictimization and polyvictimization compared with no victimization. Bisexual individuals had significantly increased odds of polyvictimiztion, and mostly/100% homosexual individuals had significantly increased odds of monovictimization. Multiple victimization experiences may be a pathway to lifetime health disparities, so our findings may explain many of the health disparities experienced in sexual minority communities. It will be critical to develop and evaluate intervention and prevention programs to eliminate these disparities.

Background: Training for new and existing child protection system (CPS) caseworkers is critical to developing and maintaining a competent workforce that effectively works towards safety, permanency, and wellbeing outcomes for children in the system. The COVID-19 pandemic required a shift to virtual training to continue training CPS professionals safely., Objective: The purpose of our project was to determine if there were differences in learning outcomes between learners who completed training in the usual delivery methods (Pre-COVID) and the fully virtual delivery methods (Post-COVID). We also sought to understand any factors that facilitated or impeded successful virtual training during the pandemic., Participants and Setting: Caseworkers-in-training completed learning and satisfaction assessments through standard continuing quality improvement efforts. Training facilitators, course developers, and leadership completed qualitative interviews., Methods: We assessed quantitative differences in one US state in learner knowledge, satisfaction, and behaviors before and during the COVID-19 pandemic and conducted a qualitative thematic analysis of interviews with training system employees., Results: Overall, there were limited differences in learner outcomes before and after the transition to virtual training delivery. Across the employee interviews, three main themes emerged: organizational culture facilitated the transition, external constraints caused challenges during the transition, and there were opportunities to evolve training practices positively., Conclusions: The shift to a virtual learning environment had little impact on learner knowledge or satisfaction. Employee perspectives indicated that the pre-COVID investment in organizational culture has substantial dividends for performance during the crisis., (Copyright © 2020. Published by Elsevier Ltd.)

Background: Associations between different types of victimization and symptomology among youth remain unclear due to methodological limitations preventing the identification of the independent contribution of each type of violence., Objective: The purpose was to examine associations between different types of victimization and the odds of experiencing clinically significant levels of anxiety, depression, and anger/aggression. We also examined the unique contribution of each type of victimization to these outcomes., Participants: Participants were a nationally representative sample of youth ages 10-17 (n = 1019) who were residing in the United States when data were collected in 2002-2003., Methods: Youth reported on their experiences of different forms of victimization (e.g., physical abuse, emotional abuse, neglect, sibling abuse, bullying, sexual assault, and witnessing violence) within the past year. Logistic regression and relative weights analyses were used to examine associations between victimization and symptoms of depression, anxiety, and anger/aggression., Results: The prevalence of reported victimization ranged from 1.3 % for neglect to 41.3% for sibling abuse. Physical and emotional child abuse, sibling abuse, bullying, and emotional bullying were associated with increased odds of clinically significant anxiety, depression, and anger/aggression. Witnessing parent intimate partner violence was associated with increased odds of clinically significant anger/aggression. Witnessing parental assault of a sibling was associated with increased odds of clinically significant anxiety and anger/aggression. Emotional bullying predicted the largest percentage of variance in anxiety and depression, followed by emotional abuse and sibling aggression., Conclusions: These findings underscore the need for further assessment and treatment for sibling abuse and emotional bullying., (Copyright © 2020 Elsevier Ltd. All rights reserved.)

Background: College students frequently use social media sites to connect with friends. Increasingly, research suggests college students and other young adults seek mental health-related support on social media, which may present a unique venue for intervention., Objective: The purpose of this study was to examine college students' perceptions about displaying feelings of depression on Facebook and, in turn, how their social media friends responded., Methods: A primarily quantitative online survey with open response questions was distributed to students at four US universities. Qualitative responses were analyzed using content analysis., Results: A total of 34 students provided qualitative responses for analysis, these students were 85.3% female, mean age 20.2 (SD=1.4) and 20.6% racial/ethnic minority. Students who reported posting about depression often expressed an emotion or feeling but did not use the word "depression" in the post. Approximately 20% posted language about a bad day, and 15% posted a song or music video. Only one person reported posting a statement that directly asked for help. When friends responded to the posts, students generally perceived the responses as supportive or motivating gestures. Nearly 15% of friends contacted the individual outside of Facebook. One individual received a negative response and no responses suggested that the individual seek help., Conclusions: This study found that college students who post about depression often do so without directly referencing depression and that friends were generally supportive. However, no participants reported their social network suggested they seek help, which may suggest increasing mental health literacy, for both support seekers and responders, would be an opportunity to improve online mental health-related support., (©Scottye Cash, Laura Marie Schwab-Reese, Erin Zipfel, Megan Wilt, Megan Moreno. Originally published in JMIR Formative Research (http://formative.jmir.org), 17.07.2020.)

Background: Out of home placement (OOHP) of welfare involved children is a critical problem associated with child abuse and neglect and household dysfunction. Few studies have also implicated greater instability in OOHP with more negative outcomes. However, several gaps remain., Objectives: Objectives were twofold. To identify combinations of adverse childhood experiences that are associated with OOHP - based on both duration of OOHP and change in actual placement during each time point, among welfare involved youth. The second objective was to understand long-term negative outcomes during adolescence that are associated with greater placement instability., Methods: Data come from the National Survey of Child and Adolescent Wellbeing ( n = 1,657). Multinomial logistic regression was used to evaluate adverse childhood experiences that were associated with specific patterns of OOHP. Multivariate regression models were estimated to evaluate delinquency, aggression as well as depressive and trauma symptoms during adolescence that were associated with specific patterns of OOHP., Results: There were six categories of OOHP found in the sample: 1) no OOHP, 2) OOHP one time, 3) OOHP two times, 4) OOHP two times with change in placements, 5) OOHP three times, and 6) OOHP three times with change in placement. Longer duration of OOHP was associated with more adversity exposure. Longer duration and more change in placement were associated with the most negative outcomes., Conclusions: Findings demonstrate the need for future testing of these findings in prevention trials., Competing Interests: Conflict of interest: none

Three dopamine genes (DAT1, DRD2, and DRD4) have been associated with interpersonal delinquency, aggression, and violence when individuals experience adverse environmental exposures. Guided by the catalyst model of aggression, risk alleles identified in previous studies were hypothesized to be associated with intimate partner violence (IPV) perpetration in the presence of financial stressors, a possible environmental trigger. This hypothesis was tested using weighted, clustered logistic regression with data from the National Longitudinal Study of Adolescent to Adult Health. The direct effects DAT1, DRD2, and DRD4 on IPV perpetration, and the interaction of DAT1, DRD2, and DRD4 and financial stressors on IPV perpetration were assessed. Due to cell size, only White men and women were included in this analysis. Increasing number of financial stressors was associated with increased odds of IPV perpetration, regardless of DAT1, DRD2, and DRD4 alleles. As predicted, increasing number of financial stressors was more strongly associated with IPV perpetration among individuals with high-risk DAT1 alleles, than individuals with low-risk alleles. However, this relationship was inverted for DRD2. Although there was still a significant interaction between DRD2 and financial stressors, individuals with low-risk alleles had higher odds of IPV perpetration in the presence of financial stressors. A similar, nonsignificant relationship was found for DRD4. These findings indicate that these genes may interact differently with environmental exposures and types of violent behavior. In addition, the findings may, if replicated, suggest dopamine plays a different role in IPV perpetration compared with other forms of aggression and violence.

The primary aim of this study is to determine the relationship between situational factors, method of death, and homicide-suicide deaths, specifically comparing method of death (firearm vs. nonfirearm) across these factors. We used data from the national violence death reporting system, a reporting system for violent deaths that links data from multiple sources. We included incidents that involved at least one homicide death followed by perpetrator suicide in the 42 states from 2013 to 2016. In addition to univariate analyses, we compared proportions of incidents that included a firearm to non-firearm incidents by incident, victim, and perpetrator characteristics. By far, firearm-related injuries were the most frequent cause of death for victims (85.6%) and for perpetrators (89.5%). Women, Hispanic individuals, individuals with a current mental health issue, and individuals with recent depression symptoms had lower odds of using a firearm, as did perpetrators who killed both an intimate partner and other family member. Individuals who had recently been in a fight had increased odds of using a firearm. Despite these differences, the overwhelming majority of homicide-suicide deaths involved firearms, which supports the need for adequate, appropriate firearm control measures to prevent these tragedies.

Purpose: To assess the relationship between state-level depression and opioid overdose deaths between 2011 and 2015 in the United States., Methods: We assessed the association between percent of state populations reporting depression diagnoses and number of opioid analgesic-related deaths using negative binomial generalized estimating equations., Results: A 1% point increase in state-level depression diagnoses was associated with a 26% (95% CI 1-58%) increase in opioid analgesic-related deaths., Conclusions: Addressing depression in the provider-patient relationship may be important, as may be addressing the mental health provider shortage in the United States.

Suicide is a critical public health problem, resulting in more than 40,000 deaths a year in the United States (U.S.) and 800,000 globally. Provision of mental health services is a key component of a comprehensive population-based approach to prevention. State licensing boards in some U.S. states require mental health practitioners to be trained in suicide risk assessment and management, but such requirements are not uniform. Our case study examined mental health practitioner preparedness to engage in suicide prevention and intervention in Colorado, a state with a high suicide rate, using a survey designed to understand training experiences and perceptions of the acceptability of mandated training. Our findings support efforts to require mental health practitioners be trained to prevent suicide.

Collecting child maltreatment data is a complicated undertaking for many reasons. As a result, there is an interest by child maltreatment researchers to develop methodologies that allow for the triangulation of data sources. To better understand how social media and internet-based technologies could contribute to these approaches, we conducted a scoping review to provide an overview of social media and internet-based methodologies for health research, to report results of evaluation and validation research on these methods, and to highlight studies with potential relevance to child maltreatment research and surveillance. Many approaches were identified in the broad health literature; however, there has been limited application of these approaches to child maltreatment. The most common use was recruiting participants or engaging existing participants using online methods. From the broad health literature, social media and internet-based approaches to surveillance and epidemiologic research appear promising. Many of the approaches are relatively low cost and easy to implement without extensive infrastructure, but there are also a range of limitations for each method. Several methods have a mixed record of validation and sources of error in estimation are not yet understood or predictable. In addition to the problems relevant to other health outcomes, child maltreatment researchers face additional challenges, including the complex ethical issues associated with both internet-based and child maltreatment research. If these issues are adequately addressed, social media and internet-based technologies may be a promising approach to reducing some of the limitations in existing child maltreatment data., (Copyright © 2018 The Author(s). Published by Elsevier Ltd.. All rights reserved.)

In the present study, witnessing in-home violence and peer relationship quality are evaluated as to their relative impact on Post Traumatic Stress (PTS) symptoms among children aged 8 to 17 investigated by child protective services (CPS) for maltreatment exposure. The sample included 2151 children from the National Survey of Child and Adolescent Well-Being II (NSCAW II). Linear growth models were estimated to assess associations between changes in PTS symptoms, witnessing in-home violence, and peer relationship quality over time. Greater frequency of witnessing in-home violence at baseline (i.e. wave 1) was associated with higher baseline PTS symptoms (β = 0.44). Increases in witnessing in-home violence frequency over time (average annual change across three years) had a strong association with increases in PTS symptoms over time (β = 0.88). Baseline peer relationship quality was associated with fewer PTS symptoms at baseline (β = -0.45). Increases in peer relationship quality over time were strongly associated with declines in PTS symptoms over time (β = -0.68). Peer relationship quality at baseline did not moderate baseline or over time associations between witnessing in-home violence and PTS symptoms. The average decline in PTS symptoms due to decreases in witnessing in-home violence and increases in peer relationship quality was 0.51 and 0.65 standard deviations respectively, over the three-year study period. Reducing chronic witnessing in-home violence and promoting the development of healthy social relationships with peers are critical for PTS symptom recovery., (Copyright © 2018 Elsevier Ltd. All rights reserved.)

The prevention of intimate partner violence continues to be a high priority for health practitioners and researchers around the world. Screening practices and intervention efforts utilized within high- and/or middle-income areas may not translate effectively to low-resource areas due to differences in financial, social, and physical context. However, little is known about the evidence-base of intervention efforts in such areas. Using the Arksey and O'Malley framework for scoping reviews, the purpose of this review was to synthesize what is known about intimate partner violence screening, management, and treatment in low-resource areas. A total of 31 programs reported across 34 articles were included in this scoping review. The programs incorporated a range of intervention activities, including group-based education and skill-development combined with microfinance to screening and referral to community resources. Slightly less than half of the studies (n = 14) were randomized controlled trials or clustered randomized controlled trials. Many barriers were common across the programs, including limited financial support, lack of community support, and lack of coordination across programs. Despite considerable barriers related to the limited available resources, the literature base had many strengths, such as strong evaluation methodologies, inclusion of a theoretical or conceptual framework to guide the intervention, and community engagement before and during the intervention implementation. However, insufficient statistical power and barriers related to cultural differences or inadequate cultural sensitivity were also common. With a variety of barriers to program implementation noted within the articles, it is important for researchers and practitioners to consider the geographic, social, cultural, and economic contexts when implementing intimate partner violence programs in low-resource areas. Given the significant differences in context across low-resource areas, additional research to establish effective protocols for tailoring and implementing evidence-based programs using a community-engaged framework would be beneficial to future research and practice.

Poor maternal mental health during the postpartum period can have significant effects on the health of mothers, infants, and families. The findings from cross-sectional studies suggest that stress and social support are related to maternal mental health. This study contributes to the literature through the use of longitudinal data, and examines moderation and mediation among these factors. In 2012-2013, mothers completed surveys assessing stress, social support, and depressive and anxiety symptoms following birth (n = 125), and 3 months (n = 110) and 6 months (n = 99) after birth. The authors examined temporal associations, moderation, and mediation of social support on the relationship between stress and postpartum depressive and anxiety symptoms using modified Poisson regression models and the counterfactual approach to mediation. Current levels of stress and social support were associated with depressive and anxiety symptoms, both independently and when considered together at multiple time points. Social support did not strongly moderate or mediate the relationships between stress and maternal mental health. Interventions to reduce current perceptions of stress and increase social support for mothers during the postpartum period may help improve maternal mental health symptoms. Efforts are needed to assess the current needs of mothers continuously.

Objectives: We examined the interactions between three dopamine gene alleles (DAT1, DRD2, DRD4) previously associated with violent behavior and two components of the adolescent environment (exposure to violence, school social environment) to predict adulthood physical intimate partner violence (IPV) perpetration among white men and women., Methods: We used data from Wave IV of the National Longitudinal Study of Adolescent to Adult Health, a cohort study following individuals from adolescence to adulthood. Based on the prior literature, we categorized participants as at risk for each of the three dopamine genes using this coding scheme: two 10-R alleles for DAT1; at least one A-1 allele for DRD2; at least one 7-R or 8-R allele for DRD4. Adolescent exposure to violence and school social environment was measured in 1994 and 1995 when participants were in high school or middle school. Intimate partner violence perpetration was measured in 2008 when participants were 24 to 32 years old. We used simple and multivariable logistic regression models, including interactions of genes and the adolescent environments for the analysis., Results: Presence of risk alleles was not independently associated with IPV perpetration but increasing exposure to violence and disconnection from the school social environment was associated with physical IPV perpetration. The effects of these adolescent experiences on physical IPV perpetration varied by dopamine risk allele status. Among individuals with non-risk dopamine alleles, increased exposure to violence during adolescence and perception of disconnection from the school environment were significantly associated with increased odds of physical IPV perpetration, but individuals with high risk alleles, overall, did not experience the same increase., Conclusion: Our results suggested the effects of adolescent environment on adulthood physical IPV perpetration varied by genetic factors. This analysis did not find a direct link between risk alleles and violence, but contributes to growing research indicating that if genetic factors contribute to perpetration, this relationship is likely complicated and the result of interactions with other factors.

Introduction: For new mothers returning to work, the role of the workplace psychosocial environment on maternal mental health has not been fully described., Objectives: The purpose of this study was to identify the relationship between psychosocial employment characteristics and mothers' postpartum depression, anxiety, and stress symptoms., Methods: Ninety-seven women answered survey questions regarding employment, job demand, control, and support, and postpartum depression, anxiety, and stress symptoms soon after live birth and 6 months later., Results: Working and nonworking mothers reported similar mental health symptoms. Psychological characteristics of employment were not associated with increased odds of mental health symptoms. Increased social support provided by coworkers, supervisors, and the organization was associated with reduced odds of anxiety symptoms., Conclusion: Our findings identified lack of workplace social support as a modifiable risk factor for postpartum anxiety. Future evaluations of workplace social support interventions may be explored to improve postpartum mental health symptoms. Am. J. Ind. Med. 60:109-120, 2017. © 2016 Wiley Periodicals, Inc., (© 2016 Wiley Periodicals, Inc.)

Background: Contextual factors, such as exposure to stressors, may be antecedents to IPV perpetration. These contextual factors may be amenable to modification through intervention and prevention. However, few studies have examined specific contextual factors. To begin to address this gap, we examined the associations between financial stressors and three types of physical IPV perpetration., Methods: This analysis used data from Wave IV of The National Longitudinal Study of Adolescent to Adult Health. We used logistic regression to examine the associations of financial stressors and each type of IPV (minor, severe, causing injury), and multinomial logit regression to examine the associations of financial stressors and patterns of co-occurring types of IPV perpetration (only minor; only severe; minor and severe; minor, severe, and causing injury; compared with no perpetration)., Results: Fewer men perpetrated threats/minor physical IPV (6.7 %) or severe physical IPV (3.4 %) compared with women (11.4 % and 8.8 %, respectively). However, among physical IPV perpetrators, a higher percentage of men (32.0 %) than women (21.0 %) reported their partner was injured as a result of the IPV. In logistic regression models of each type of IPV perpetration, both the number of stressors experienced and several types of financial stressors were associated with perpetrating each type of IPV. Utilities nonpayment, housing nonpayment, food insecurity, and no phone service were associated with increased odds of perpetrating each form of IPV in adjusted analysis. Eviction was associated with perpetrating severe physical IPV but not threats/minor IPV or IPV causing injury. In multinomial logit regression comparing patterns of IPV perpetration to perpetrating no physical IPV, the relationships of financial stressors were less consistent. Food insecurity was associated with perpetrating only minor physical IPV. Comparatively, overall number of financial stressors and four types of financial stressors (utilities nonpayment, housing nonpayment, food insecurity, and disconnected phone service) were associated with perpetrating all three forms of physical IPV., Conclusions: Combined with prior research, our results suggested interventions to improve financial well-being may be a novel way to reduce physical IPV perpetration.

Intimate partner aggression is a leading cause of injury among women of child-bearing age. Research suggests that pregnancy and the postpartum period are times of increased vulnerability to aggression. Since rural women are at an increased risk of intimate partner aggression, research is needed to examine the role of pregnancy and the presence of children on intimate partner aggression among this vulnerable population. The purpose of this study is to examine the association between young children and intimate partner aggression victimization and perpetration among a rural sample. This analysis utilized data from biologic females of child-bearing age from the Keokuk County Rural Health Study, a cohort study of over 1,000 rural families conducted from 1994 to 2011. Crude and adjusted logistic regression was used to determine the relationship between having a young child and experiencing four forms of intimate partner aggression: verbal aggression perpetration, verbal aggression victimization, physical aggression perpetration, and physical aggression victimization. Having young children was significantly associated with increased odds of perpetrating verbal aggression but not victimization of verbal aggression or perpetration and victimization of physical aggression. This significant relationship persisted after adjustment for education, employment, or location of residence but not age or marital status. The increased odds of perpetrating verbal aggression among mothers in a rural area highlight the need for interventions designed for rural parents. One method of reducing intimate partner aggression may be to incorporate intimate partner aggression prevention activities into existing child abuse intervention activities.