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This cross-sectional study is the first to describe the prevalence of violence and poly-victimisation among 310 female sex workers (FSWs) who were cisgender in Haiphong, Viet Nam. An adapted version of the WHO-Multi-Country Study on Violence against Women Survey Instrument was administered to assess physical, sexual, economic and emotional forms of violence perpetrated by an intimate partner, paying partner/client, and/or others (e.g. relatives, police, strangers and other FSWs) during adulthood. The ACE-Q scale was administered to assess adverse childhood experiences (ACEs) before age 18 years. Our findings showed that FSWs are exposed to high rates of multiple forms of violence by multiple perpetrators. For any male client-perpetrated violence (CPV), lifetime prevalence was 70.0%, with 12-month prevalence 61.3%. Lifetime prevalence of male intimate partner violence (IPV) was 62.1%, and the 12-month prevalence was 58.2%. Lifetime and prior 12-month prevalence of physical and/or sexual violence by other perpetrators (OPV) was 18.1% and 14.2%, respectively. Sixty-five percent of FSWs reported at least one type of ACE. Overall, 21.6 percent of FSWs reported having experienced all three forms of violence (IPV, CPV and OPV) in their lifetime. Policy and programme recommendations for screening and prevention of violence are needed in this setting.

IntroductionHospitals and community-based organizations (CBOs) provide the service-base for survivors of intimate partner violence (IPV), particularly those in acute crisis. Both settings face discrete challenges in meeting survivors’ needs. In hospitals these challenges include the pressures of a fast-paced work setting, and a lack of trauma-informed and survivor-centered care. Connections to community care are often unmeasured, with relatively little known about best practices. Often IPV survivors who receive hospital care fail to connect with community-based services after discharge. Despite the critical role of CBOs in supporting IPV survivors, there is limited research examining the perspectives and insights of CBO staff on the challenges and opportunities for improving care coordination with hospitals. The purpose of this study was to address this knowledge gap by characterizing CBO staff perceptions of IPV care coordination between hospital and community-based organizations in Metropolitan Atlanta.MethodsWe used a qualitative study design to conduct a cross-sectional examination of the perceptions and experiences of staff working at CBOs serving IPV survivors in Metropolitan Atlanta, Georgia. The adapted in-depth interview (IDI) guide was used to explore: (1) IPV survivor experiences; (2) Survivors’ needs when transitioning from hospital to community-based care; (3) Barriers and facilitators to IPV care coordination; and (4) Ideas on how to improve care coordination. Data analysis consisted of a thematic analysis using MAXQDA Analytics Pro 2022.ResultsParticipants (N = 14) included 13 women and one man who were staff of CBOs serving IPV survivors in Metropolitan Atlanta. CBO staff perceived that: (1) IPV survivors face individual-, organizational-, and systems-level barriers during help seeking and service provision; (2) Care coordination between hospitals and CBOs is limited due to siloed care provision; and (3) Care coordination can be improved through increased bidirectional efforts.ConclusionOur findings highlight the multi-level barriers IPV survivors face in accessing community-based care following medical care, the limitations of existing hospital-CBO coordination, and opportunities for improvement from the perspectives of CBO staff. Participants identified silos and inconsistent communication/relationships between hospital and CBOs as major barriers to care connections. They also suggested warm handoffs and a Family Justice Center to support care connection.

Abstract Background Women with breast cancer have different chances of surviving their disease, depending on where they live. Variations in survival may stem from unequal access to prompt diagnosis, treatment and care. Implementation of the right to health may help remedy such inequalities. The right to health is enshrined in international human rights law, notably Article 12 of the International Covenant on Economic, Social and Cultural Rights. A human rights-based approach to health requires a robust, just and efficient health system, with access to adequate health services and medicines on a non-discriminatory basis. However, it may prove challenging for health policymakers and cancer management specialists to implement and monitor this right in national health systems. Method This article presents the results of a Delphi study designed to select indicators of implementation of the right to health to inform breast cancer care and management. In a systematic process, 13 experts examined an initial list of 151 indicators. Results After two rounds, 54 indicators were selected by consensus, three were rejected, three were added, and 97 remained open for debate. For breast cancer, right-to-health features selected as worth implementing and monitoring included the formal recognition of the right to health in breast cancer strategies; a population-based screening programme, prompt diagnosis, strong referral systems and limited waiting times; the provision of palliative, survivorship and end-of-life care; the availability, accessibility, acceptability and quality (AAAQ) of breast cancer services and medicines; the provision of a system of accountability; and the collection of anonymised individual data to target patterns of discrimination. Conclusion We propose a set of indicators as a guide for health policy experts seeking to design national cancer plans that are based on a human rights-based approach to health, and for cancer specialists aiming to implement principles of the right to health in their practice. The 54 indicators selected may be used in High-Income Countries, or member states of the OECD who also have signed the International Covenant on Economic, Social and Cultural Rights to monitor progress towards implementation of the right to health for women with breast cancer.

AbstractAbortion bans in the United States often include provisions for abortion in the circumstances of rape or incest experience. Such exceptions have been included in important legislation like the Hyde Amendment, 2003 Partial-Birth Abortion Ban Act, 2010 Affordable Care Act, and state and federal legislation banning abortion in early gestation. Thus, examination of these laws is critical given the 2022 Supreme Court decision to devolve legal access to the state level. This study examines arguments made by proponents and opponents of rape and incest exceptions within early abortion ban legislation using publicly available video archives from legislative sessions in six Southern states. A narrative analysis was conducted on the legislative debate of rape and incest exceptions during the 2018–2019 legislative sessions. We found three core themes when examining legislative debate: belief in people’s claims underpinned opposition or support for exceptions; opinions about trauma were related to views on exceptions; and exception supporters called for empathy and non-partisanship in consideration of rape and incest. Additionally, support and opposition for the inclusion of rape and incest exceptions in draft law did not follow party lines. This study seeks to deepen understanding of the strategies used by legislators to promote and rebuff rape and incest exceptions in early abortion legislation while providing greater opportunity for tailored reproductive health, rights, and justice advocacy and policy, especially in the context of the US South where abortion access is now extremely restricted.

Abstract Background Intimate Partner Violence (IPV) poses a serious public health threat globally and within the United States. Preliminary evidence highlighted surges in IPV during the COVID-19 pandemic. The pandemic offers a unique context, with many states and countries enacting movement-restrictions (i.e., shelter-in-place orders) that exacerbated IPV. Although these movement restrictions and other infection control methods (i.e., isolation, quarantine orders) have proven successful in reducing the spread of COVID-19, their impacts on IPV have not been thoroughly investigated. Specifically, public health measures restricting movement reinforce and socially legitimize isolation and coercive control tactics enacted by perpetrators of abuse. The purpose of this study was to understand the impacts of COVID-19, including the impacts of movement restrictions (i.e., shelter in place orders, quarantine, isolation orders) on experiences of IPV from the perspective of survivors. Methods In-depth interviews were conducted with ten survivors who presented at a large, public hospital or sought community IPV resources (i.e., domestic violence shelter, therapy services) in Atlanta, Georgia between March and December 2020. Thematic analysis was carried out to describe the impact of COVID-19 movement restrictions on IPV and help-seeking behaviors among survivors, in addition to identifying resources to improve IPV response during pandemics. Results Through discussion of their experiences, survivors indicated how movement restrictions, social distancing measures, and the repercussions of the pandemic influenced their relationship challenges, including the occurrence of new or a higher frequency and/or severity of IPV episodes. Survivors cited relationship challenges that were amplified by either movement restrictions or consequences of COVID-19, including reinforced control tactics, and increased financial or life stressors resulting from the pandemic. COVID-19 movement restrictions catalyzed new relationships quickly and sparked new or intensified violence in existing relationships, revealing gaps in IPV support services. Conclusion These findings suggest COVID-19 movement restrictions and social distancing measures amplify IPV and experiences of trauma due to new or exacerbated relationship challenges. Further, results highlight how partners cited COVID-19 movement restrictions to justify methods of coercive control. Public health professionals engaged in pandemic preparedness must give serious consideration to how social distancing measures may amplify trauma in those experiencing IPV.

Introduction: For survivors of gender-based violence (GBV) seeking care in hospital emergency departments (ED) the need for medical care and safe discharge is acute. Methods: In this study we evaluated safe discharge needs of GBV survivors following hospital-based care at a public hospital in Atlanta, GA, in 2019 and between April 1, 2020–September 30, 2021, using both retrospective chart review and evaluation of a novel clinical observation protocol for safe discharge planning. Results: Of 245 unique encounters, only 60% of patients experiencing intimate partner violence (IPV) were discharged with a safe plan and only 6% were discharged to shelters. This hospital instituted an ED observation unit (EDOU) to support GBV survivors with safe disposition. Then, through the EDOU protocol, 70.7% were able to achieve safe disposition, with 33% discharged to a family/friend and 31% discharged to a shelter. Conclusion: Safe disposition following experience or disclosure of IPV and GBV in the ED is difficult, and social work staff have limited bandwidth to assist with navigation of accessing community-based resources. Through an average 24.3 hours of an extended ED observation protocol, 70% of patients were able to achieve a safe disposition. The EDOU supportive protocol substantially increased the proportion of the GBV survivors who experienced a safe discharge.

Abstract Background The COVID-19 pandemic has been felt acutely in Latin America with several countries having among the highest numbers of SARS-CoV-2 cases and related deaths. Individuals living with underlying health conditions have an increased risk of severe disease or death from COVID-19. Patient advocacy organizations often provide supportive services to these individuals and can offer a unique perspective of the patient experience. The objective of this study was to assess the effects of COVID-19 on access to health services in Latin America, as reported by patient advocacy organizations representing individuals living with autoimmune, chronic, and noncommunicable diseases. Methods A cross-sectional study was conducted in August 2020 with patient advocacy organizations in Latin America to measure perceived effects from COVID-19 and reported access to health services among individuals living with autoimmune, chronic, and noncommunicable diseases. An original, online survey was developed and deployed in Spanish and Portuguese. Univariate and bivariate analysis was conducted across two main subject areas: perceived patient effects from COVID-19 and patient access to health services. The main outcomes of analysis considered patient access to care during COVID-19 based on type of chronic illness and geographical region in Latin America. Results A total of 81 survey responses were analyzed. A majority (83%) of patient advocacy organizations reported their patients experienced delays receiving their treatment and care services; 52% experienced delays of 30 days or more. Telemedicine was considered available, but not accessible to patients (37%) and a majority (76%) of patients faced challenges with electronic prescriptions. Patients were not likely to receive a multi-month prescription from their doctor (38%) or successfully fill it at the pharmacy (26%). Conclusions According to responses from patient advocacy organizations, individuals living with noncommunicable diseases in Latin America have faced unique challenges during the COVID-19 pandemic. As countries re-evaluate their health systems, it is critical that chronic diseases are considered so that all can fully realize the right to health.

Introduction: Intimate partner violence (IPV) is defined as sexual, physical, psychological, or economic violence that occurs between current or former intimate partners. Victims of IPV may seek care for violence-related injuries in healthcare settings, which makes recognition and intervention in these facilities critical. In this study our goal was to develop an algorithm using natural language processing (NLP) to identify cases of IPV within emergency department (ED) settings. Methods: In this observational cohort study, we extracted unstructured physician and advanced practice provider, nursing, and social worker notes from hospital electronic health records (EHR). The recorded clinical notes and patient narratives were screened for a set of 23 situational terms, derived from the literature on IPV (ie, assault by spouse), along with an additional set of 49 extended situational terms, extracted from known IPV cases (ie, attack by spouse). We compared the effectiveness of the proposed model with detection of IPV-related International Classification of Diseases, 10th Revision, codes. Results: We included in the analysis a total of 1,064,735 patient encounters (405,303 patients who visited the ED of a Level I trauma center) from January 2012–August 2020. The outcome was identification of an IPV-related encounter. In this study we used information embedded in unstructured EHR data to develop a NLP algorithm that employs clinical notes to identify IPV visits to the ED. Using a set of 23 situational terms along with 49 extended situational terms, the algorithm successfully identified 7,399 IPV-related encounters representing 5,975 patients; the algorithm achieved 99.5% precision in detecting positive cases in our sample of 1,064,735 ED encounters. Conclusion: Using a set of pre-defined IPV-related terms, we successfully developed a novel natural language processing algorithm capable of identifying intimate partner violence.

Abstract Background Gender-based violence is a globally recognized social problem impacting women and girls worldwide. Intimate partner violence (IPV) represents the most common form of gender-based violence. Among the countries grappling with gender-based violence is Brazil, which has identified high rates of IPV along with co-occurring social conditions such as adverse childhood experiences, community violence, and substance use. While the syndemic framework has incorporated IPV into understandings of HIV and other diseases, none have explicitly applied syndemic framework to understand IPV and co-occurring social conditions -- referred to here as “social comorbidities” -- in the absence of a biological outcome. This study aims to: (1) Examine perspectives on violence and relevant social comorbidities (substance use, community violence, and childhood abuse) among women living in Santo André, São Paulo State, Brazil; and (2) Apply the syndemic framework to a set of social comorbidities among women living in Santo André, São Paulo State, Brazil. Methods This thematic analysis applies a syndemic framework to 28 in-depth interviews with women in Santo André, Brazil. Interviews were recorded and transcribed verbatim in Portuguese. Our analysis examined themes relating to IPV, community violence, substance use, and other individual experiences and community issues using syndemics as an organizing framework (e.g. diseases, adverse interactions, disparity conditions, and enhanced disease transmission). Results Most participants described experiencing multiple social comorbidities including IPV, adverse childhood experiences, community violence, family violence, and substance use. Adverse interactions included increased financial conflicts, a sense of isolation, and increased severity of violence due to substance use. Long term enhanced “disease” progression included injury, increased mental health symptoms, femicide, and death. Conclusions Our results suggest that using a syndemic framework to understand IPV in the context of social comorbidities could be useful for understanding how these social phenomena may mutually reinforce each other and cause adverse interactions. Similar applications across other social phenomena may also be possible.

Abstract COVID-19 related guidelines and movement restrictions are designed to protect the public’s health and reduce disease transmission; yet, COVID-19 related restrictions on movement including social distancing, isolation, quarantine, and shelter-in-place orders have an unknown effect on violence and abuse within relationships. As the pandemic has progressed, many have justifiably speculated that such restrictions may pose a danger to the safety and well-being of people experiencing such violence. Early in the pandemic, countries hard hit by COVID-19 began raising the alarm bell about the impacts of the disease on IPV occurrence. Police in China report that 90% of the causes of recent IPV cases could be attributed to the COVID-19 epidemic. Rising fears and anxiety about prolonged movement restrictions, increased economic strain and diminished health care capacity to support survivors are among the potential reasons for such dramatic effects. Under normal circumstances: low income, unemployment, economic stress, depression, emotional insecurity and social isolation are all risk factors for using violence against partners. Many of these factors may worsen in the context of COVID-19. Despite the urgency in addressing COVID-19, existing health concerns like Intimate Partner Violence (IPV) persist—and may well be worsened by the virus. We simply do not yet know the effects of COVID-19 on violence, nor do we know which interventions work best to prevent and respond to it within the context of the pandemic. The vast majority of information available about IPV and violence during the pandemic has been based on anecdotal reports. The call to action for the research community is clear. We must systematically measure the effects of COVID-19 and movement related restrictions on violence. As always when researching violence, serious consideration must be given to ethics and safety. Violence researchers must mobilize to investigate the impacts of COVID-19 on violence and human health.

Abstract Background Rape, unintended pregnancy, and abortion are among the most controversial and stigmatized topics facing sexual and reproductive health researchers, advocates, and the public today. Over the past three decades, public health practicioners and human rights advocates have made great strides to advance our understanding of sexual and reproductive rights and how they should be protected. The overall aim of the study was to understand young women’s personal experiences of unintended pregnancy in the context of Nicaragua’s repressive legal and sociocultural landscape. Ten in-depth interviews (IDIs) were conducted with women ages 16–23 in a city in North Central Nicaragua, from June to July 2014. Case presentation This case study focuses on the story of a 19-year-old Nicaraguan woman who was raped, became pregnant, and almost died from complications resulting from an unsafe abortion. Her case, detailed under the pseudonym Ana Maria, presents unique challenges related to the fulfillment of sexual and reproductive rights due to the restrictive social norms related to sexual health, ubiquitous violence against women (VAW) and the total ban on abortion in Nicaragua. The case also provides a useful lens through which to examine individual sexual and reproductive health (SRH) experiences, particularly those of rape, unintended pregnancy, and unsafe abortion; this in-depth analysis identifies the contextual risk factors that contributed to Ana Maria’s experience. Conclusions Far too many women experience their sexuality in the context of individual and structural violence. Ana Maria’s case provides several important lessons for the realization of sexual and reproductive health and rights in countries with restrictive legal policies and conservative cultural norms around sexuality. Ana Maria’s experience demonstrates that an individual’s health decisions are not made in isolation, free from the influence of social norms and national laws. We present an overview of the key risk and contextual factors that contributed to Ana Maria’s experience of violence, unintended pregnancy, and unsafe abortion.

Despite the increasing use of human rights-based approaches to health, the Centers for Disease Control and Prevention (CDC) does not routinely train its staff in the use of such approaches as a part of public health practice. We conducted a training needs assessment among CDC locally employed staff working outside of the United States through eight key informant interviews and an online survey from June to December 2015. Key informants revealed an awareness that rights violations negatively affect access to health services and supported implementation of formal training among CDC staff. Most (82%) survey respondents felt that the CDC should do more to address health and human rights issues in its programs, policies and research. However, 72% of respondents did not feel they had adequate knowledge to address human rights in their work. In particular, 86% of participants had no knowledge of the Siracusa Principles (criteria for human rights restrictions) and only 2% of participants had received any training on international human rights treaties related to the duties of public health professionals. Our findings inform and support the need to design a training on human rights-based approaches to health, focused on the knowledge and skill needs of CDC locally employed staff.

Abstract Background In 1988, Brazil established a constitutional right to health and universal access to health care for all Brazilians through the creation of the Unified Health System (SUS). As part of its efforts to fulfill this right, the quadrivalent Human papillomavirus (HPV) vaccine was introduced into the national immunization program in 2014. The non-discriminatory provision of healthcare goods, facilities, and services is a fundamental part of the right to health. Yet HPV vaccination was limited to females aged 9–13, despite the universal nature of SUS and scientific support for the vaccination of males and older females. The purpose of this cross-sectional study was to describe parental attitudes regarding age- and gender-based HPV vaccination exclusions, as well as parental knowledge of HPV and the HPV vaccine. Methods Data were gathered from parents with children aged 9–17 in a health post located in the municipality of Mauá (São Paulo, Brazil) through interviewer-administered questionnaires. We analyzed attitudes regarding HPV vaccination and its eligibility guidelines by comparing parents of HPV vaccine eligible and ineligible children. Results In this low-income population, the majority of the 219 parents surveyed supported the inclusion of males and females over 13 into the HPV vaccination program; support for the non-discriminatory provision of the HPV vaccine was high among parents – especially if financially accessible. Additionally, there were high levels of knowledge and positive parental attitudes regarding HPV vaccination safety and efficacy among both parent groups suggesting information accessibility – a key component of the right to health and informed decision-making. Conclusions Support for the expansion of HPV vaccination for excluded populations exists, and is not based on current eligibility, or differential knowledge and attitudes about the vaccine. Moving forward, careful consideration of gender- based eligibility for vaccination, informed decision-making, and the importance of community participation in health policy development and implementation may be gleaned from the case of Brazil and beyond.

Abstract: Little is known about how perceptions of government affects women’s views of violence against women. This qualitative study examines women’s perceptions of violence against women laws and trust in the health and legal sector response in São Paulo State, Brazil. Thirty interviews with female residents of Santo André, 18 years and older, were audio recorded, transcribed, coded, and analyzed for themes using MAXQDA12 software. All women were familiar with at least one federal violence against women law. They expressed widespread lack of trust in the government. They viewed the legal sector as ineffective and felt violence against women laws have little impact, or exacerbate violence. Disdain for the health sector was less prominent than for the legal sector. A generalized lack of trust in government manifests as a lack of confidence in these laws for women seeking support through legal and health sectors. Adoption of legal protections for women is a significant accomplishment. However, health and legal sector violence against women response needs to consider perceptions of government, how violence against women laws are operationalized, and the role of each sector in ensuring women’s safety. Violence against women response efforts should include standardized intersectoral procedures including referral to accessible resources and means of screening women who may be at high risk for femicide.

Objective: To determine the extent to which human rights considerations influence the attitudes of healthcare providers in Brazil with regard to access to the human papillomavirus (HPV) vaccine for females over 13 and males of all ages. Methods: From May to August 2015, we conducted a cross-sectional study among healthcare providers in eight public health clinics in the city of Mauá, Brazil. Frequency analysis was conducted across three subject areas: access, knowledge, and attitudes. Results: A total of 154 surveys were analyzed. Providers reported their perception that Brazilians do not have equal access to health (80%) and the vaccine exclusions limit an individual's right to health (72%). Providers stated it is medically effective to vaccinate females over the age of 13 (77%), these females should be vaccinated (84%), and they would vaccinate them (82%). Similar responses were reported for males. Conclusion: Cervical cancer is the 4th leading cause of cancer among females in Brazil. Most cervical cancer cases are caused by persistent HPV infection, preventable through HPV vaccination. Limiting access to the HPV vaccine when medically efficacious is a perceived infringement of an individual's right to health. Brazil has a constitutional responsibility to reduce these access barriers.

Fetal “heartbeat” bills have become the anti-abortion legislative measure of choice in the US war on sexual and reproductive health and rights (SRHR). In 2019, Georgia House Bill 481 (HB 481) passed by a narrow margin banning abortions upon detection of embryonic cardiac activity, as early as six weeks gestation. The purpose of this study was to distinguish and characterise the arguments and tactics used by legislators and community members in support of Georgia’s early abortion ban. Our data included testimony and debate from House Health and Human Services and the Senate Science and Technology Committees; data were transcribed verbatim and coded in MAXQDA 18 using a constant comparison method. Major themes included: the use of the “heartbeat” as an indicator of life and therefore personhood; an attempt to create a new class of persons – fetuses in utero – entitled to legal protection; and arguments to expand state protections for fetuses as a matter of state sovereignty and rights. Arguments were furthered through appropriation by misrepresenting medical science and co-opting the legal successes of progressive movements. Our analysis provides an initial understanding of evolving early abortion ban strategy and its tactics for challenging established legal standards and precedent. As the battle over SRHR wages on, opponents of abortion bans should attempt to understand, deconstruct, and analyse anti-abortion messaging to effectively combat it. These data may inform their tactical strategies to advance sexual and reproductive health, rights, and justice both in the US context and beyond.

This article uses a case study design to explore attempted intimate femicide in metropolitan São Paulo, Brazil. We conducted 30 in-depth interviews with adult women on community and personal relationship experiences, health-care services, and national legislation about violence against women. Through a thorough transcript review, we identified two participants, Maria* and Raquel*, whose intimate partners attempted to kill them. We used a modified grounded theory approach to code the entire sample, and further analysed these transcripts to identify missed opportunities for intervention in both the prevention of- and responses to intimate partner violence (IPV), and the antecedents of attempted intimate femicide. Both women had normalized experiences of violence, and experienced psychological abuse prior to the attempted intimate femicide. Social and familial networks were sources of shame for Raquel and support for Maria. Neither woman expressed confidence in law enforcement’s ability to protect women and girls from IPV. These cases illustrate the need for multi-tiered interventions to prevent femicide in Brazil, which boasts one of the highest global female homicide rates. Although anti-femicide laws exist, better mechanisms are needed to integrate health, legal and social services for IPV and femicide prevention. In addition, community- and interpersonal- level interventions that counteract the Brazilian ‘culture of violence’ and machismo may provide support for at-risk women and girls. *pseudonyms have been used to protect the identity of the participants

Introduction:  For survivors of gender-based violence (GBV) seeking care in hospital emergency departments (ED) the need for medical care and safe discharge is acute.Methods: In this study we evaluated safe discharge needs of GBV survivors following hospital-based care at a public hospital in Atlanta, GA, in 2019 and between April 1, 2020–September 30, 2021, using both retrospective chart review and evaluation of a novel clinical observation protocol for safe discharge planning.Results: Of 245 unique encounters, only 60% of patients experiencing intimate partner violence (IPV) were discharged with a safe plan and only 6% were discharged to shelters. This hospital instituted an ED observation unit (EDOU) to support GBV survivors with safe disposition. Then, through the EDOU protocol, 70.7% were able to achieve safe disposition, with 33% discharged to a family/friend and 31% discharged to a shelter.Conclusion: Safe disposition following experience or disclosure of IPV and GBV in the ED is difficult, and social work staff have limited bandwidth to assist with navigation of accessing community-based resources. Through an average 24.3 hours of an extended ED observation protocol, 70% of patients were able to achieve a safe disposition. The EDOU supportive protocol substantially increased the proportion of the GBV survivors who experienced a safe discharge.

The present study explores demographics, pre-university characteristics and multi-year (2003-2013) tracking of a census of 53,077 students who initially declared a STEM major upon entering a research university in the United States Southwest and seeks to predict graduation with a STEM and non-STEM degree. Guided by QuantCrit theory, we use multilevel models to determine factors that predicted persistence in any major and factors that predicted persistence in STEM. We also use marginal effects to explore the intersection of ethnicity, gender, and first-generation status. Results highlight the disparity that exist amongst Black students and their White counterparts with regards to persistence in any major. We also highlight the gap between first-generation White and Black first-generation females and their Asian and International counterparts with regards to persistence in STEM. Implications for future research and practitioners suggest further attention needs to be paid to Black first-generation students in STEM.

Introduction: Intimate partner violence (IPV) is defined as sexual, physical, psychological, or economic violence that occurs between current or former intimate partners. Victims of IPV may seek care for violence-related injuries in healthcare settings, which makes recognition and intervention in these facilities critical. In this study our goal was to develop an algorithm using natural language processing (NLP) to identify cases of IPV within emergency department (ED) settings.Methods: In this observational cohort study, we extracted unstructured physician and advanced practice provider, nursing, and social worker notes from hospital electronic health records (EHR). The recorded clinical notes and patient narratives were screened for a set of 23 situational terms, derived from the literature on IPV (ie, assault by spouse), along with an additional set of 49 extended situational terms, extracted from known IPV cases (ie, attack by spouse). We compared the effectiveness of the proposed model with detection of IPV-related International Classification of Diseases, 10th Revision, codes. Results: We included in the analysis a total of 1,064,735 patient encounters (405,303 patients who visited the ED of a Level I trauma center) from January 2012–August 2020. The outcome was identification of an IPV-related encounter. In this study we used information embedded in unstructured EHR data to develop a NLP algorithm that employs clinical notes to identify IPV visits to the ED. Using a set of 23 situational terms along with 49 extended situational terms, the algorithm successfully identified 7,399 IPV-related encounters representing 5,975 patients; the algorithm achieved 99.5% precision in detecting positive cases in our sample of 1,064,735 ED encounters.  Conclusion: Using a set of pre-defined IPV-related terms, we successfully developed a novel natural language processing algorithm capable of identifying intimate partner violence.

Research suggests that elementary school is a crucial period for sparking students' long-term interest in science and consideration of a STEM career. Teachers influence students' dispositions towards science; therefore, it is important to consider elementary teachers' identity development, a preservice teacher's own voice and self-image, with science as a factor in science education. This longitudinal, qualitative study examines the experiences that served as barriers or supports to elementary Master of Teaching preservice teachers' science teacher identity development. Six preservice teachers were interviewed at the beginning of their graduate teacher education programs and again during their first year of teaching. Our findings indicate that identity development of future elementary teachers begins during their own elementary school experiences as a student and spans through their teaching practicums. Barriers to science identity development included prior elementary science experiences/lack of interest, science content and coursework requirements, practicum experiences, and socioeconomic status. Supports that bolster elementary teacher identity for instructing science included hands-on/inquiry-based science coursework, prior experience in schools and working with children, positive practicum experiences, and support from family and friends. This research indicates that in order to develop more rigorous elementary science teacher preparation programs, in regard to instruction and self-efficacy, educators and public policymakers will need to provide a series of supports for future science teachers ranging from their initial elementary school experiences through their practicum placements.