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BACKGROUND: Incarceration is associated with negative impacts on mental health. Probation, a form of community supervision, has been lauded as an alternative. However, the effect of probation versus incarceration on mental health is unclear. Our objective was to estimate the impact on mental health of reducing sentencing severity at individuals' first adult criminal-legal encounter. METHODS: We used the US National Longitudinal Survey on Youth 1997, a nationally representative dataset of youth followed into their mid-thirties. Restricting to those with an adult encounter (arrest, charge alone or no sentence, probation, incarceration), we used parametric g-computation to estimate the difference in mental health at age 30 (Mental Health Inventory-5) if (1) everyone who received incarceration for their first encounter had received probation and (2) everyone who received probation had received no sentence. RESULTS: Among 1835 individuals with adult encounters, 19% were non-Hispanic Black and 65% were non-Hispanic White. Median age at first encounter was 20. Under hypothetical interventions to reduce sentencing, we did not see better mental health overall (Intervention 1, incarceration to probation: RD = -0.01; CI = -0.02, 0.01; Intervention 2, probation to no sentence: RD = 0.00; CI = -0.01, 0.01) or when stratified by race. CONCLUSION: Among those with criminal-legal encounters, hypothetical interventions to reduce sentencing, including incremental sentencing reductions, were not associated with improved mental health. Future work should consider the effects of preventing individuals' first criminal-legal encounter.
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Jurisprudência , Saúde Mental , Prisioneiros , Adolescente , Adulto , Humanos , Etnicidade , Estudos Longitudinais , Brancos , Negro ou Afro-Americano , Adulto Jovem , Prisioneiros/psicologiaRESUMO
Individuals involved with community supervision experience multi-level obstacles impacting health outcomes. This is a high-risk period for HIV acquisition due to potential reengagement in unprotected sex and/or unsafe injection drug practices. This study aimed to assess the congruence between actual and perceived HIV risk and the degree to which individual, social, and behavioral factors impact risk perception among individuals on community supervision. While all participants were clinically indicated for PrEP, most participants (81.5%) did not consider themselves at risk for HIV (69.5%) or were not sure of their risk (12.0%). Among those with no or unsure perceived risk, 94% engaged in sexual behaviors that put them at-risk of HIV. Perceived HIV risk was associated with sharing injection equipment (aPR = 1.8, 95% CI [1.02, 3.3]), identifying as a sexual minority (aPR = 2.3, 95% CI [1.3, 3.9]), and having sex with a partner living with HIV (aPR = 2.4, 95% CI [1.3, 4.3]). Having sex with a partner living with HIV was the only sexual risk behavior associated with a perceived risk of HIV. These findings indicate a substantial discrepancy between actual and perceived HIV risk, highlighting the need for targeted interventions to improve risk perception accuracy and enhance risk prevention among individuals on community supervision.
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Understanding how health inequities develop over time is necessary to inform interventions, but methods for doing so are underutilized. We provide an example of the accumulation of stressful life events using the mean cumulative count (MCC), which estimates the expected number of events per person as a function of time, allowing for censoring and competing events. Data came from the National Longitudinal Survey of Youth 1997, a nationally representative data set. To compare the MCC with standard practice, we present the proportions of persons experiencing 1, 2, and ≥3 stressful events and the cumulative probability of experiencing at least 1 event by the end of follow-up. Our sample included 6,522 individuals aged 18-33 years who were followed for a median of 14 years. Using the MCC, by age 20 years the expected number of encounters was 56 events per 100 participants for Black non-Hispanic persons, 47 per 100 for White non-Hispanic persons, and 50 per 100 for Hispanic persons. By age 33 years, inequities grew to 117, 99, and 108 events per 100 persons, respectively. The MCC revealed that inequities in stressful events accumulate over the course of early adulthood, partially driven by repeat events; this information was not evident from conventional approaches. This method can be used to identify intervention points for disrupting the accumulation of repeat events to improve health equity.
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Desigualdades de Saúde , Acontecimentos que Mudam a Vida , Adolescente , Adulto , Humanos , Negro ou Afro-Americano , Etnicidade , Hispânico ou Latino , Estudos Longitudinais , Brancos , Adulto Jovem , Pessoa de Meia-IdadeRESUMO
PURPOSE OF REVIEW: To review the current literature on care of hypertension and chronic kidney disease for people who are currently and formerly incarcerated, and to make recommendations for improving outcomes. RECENT FINDINGS: There is a growing body of literature describing care for kidney disease and hypertension for incarcerated and formerly incarcerated individuals that documents the provision of care itself, notably that many jails contract with private companies; the system is not designed to provide sustained, chronic disease care; and the transition from incarceration to community is fraught with gaps in care. However, deficiencies in data collection and regulation still limit our understanding of the quality of care provided in jails and prisons. Furthermore, more data is needed to understand the impact of structural racism in the criminal legal system on overall disparities in care for hypertension and kidney disease. Insurance coverage rates for people who were formerly incarcerated continue to be lower than the general population despite Medicaid expansion in many states. There is little recent data regarding kidney replacement therapy for this population despite known variation in dialysis modalities and transplant programs by state. Transitions clinics, which connect people who were formerly incarcerated with care in the community upon release, are growing and are important avenues by which to deliver care. People who are incarcerated are disproportionately affected by hypertension and kidney disease, yet data regarding the extent of these inequities and availability of quality care is lacking. More work is needed to understand the care of individuals with kidney disease and hypertension in prisons and to improve outcomes for these common chronic conditions. Both providing effective treatment of kidney disease and hypertension in prisons and jails and providing coordinated, quality transition to community care upon release represents an important opportunity for reform in care for a marginalized population.
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Hipertensão , Nefropatias , Prisioneiros , Estados Unidos , Humanos , Hipertensão/terapia , Prisões , Cobertura do SeguroRESUMO
While Pre-exposure prophylaxis (PrEP) is efficacious in preventing HIV, little is known about PrEP use among those on community supervision. The Southern Pre-Exposure Prophylaxis Study (SPECS) investigates barriers and facilitators for PrEP initiation and use among adults on community supervision (e.g., probation, parole). Challenges to PrEP use in this setting are abundant. SPECS uses a mixed-methods sequential design, including a multi-site, prospective cohort study in three southern states - North Carolina, Florida, and Kentucky. This analysis describes individual demographic, criminal legal, and HIV risk factor characteristics, by site and enrollment status. Pooled association analyses accounted for site via stratified statistical tests. Between June 2019-March 2020, SPECS screened 702 individuals and enrolled 276 participants (39%). Of those who were eligible, 98% agreed to enroll. Age, gender, and sexual orientation varied by enrollment and by site, while race/ethnicity varied by site but not enrollment status. Criminal legal histories varied by enrollment and HIV risk factors varied by site. SPECS provides a granular and detailed assessment of HIV risk in three diverse southern settings. It highlights how the level and type of HIV risk varies by location and by nature of criminal legal involvement and calls for the need for context-specific interventions for HIV prevention.
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Fármacos Anti-HIV , Infecções por HIV , Profilaxia Pré-Exposição , Adulto , Humanos , Masculino , Feminino , Infecções por HIV/prevenção & controle , Infecções por HIV/tratamento farmacológico , Profilaxia Pré-Exposição/métodos , Estudos Prospectivos , Comportamento Sexual , Fármacos Anti-HIV/uso terapêuticoRESUMO
Adolescents and young adults (AYA; 13-24 years-old) comprise 22% of new HIV infections in the United States (US), most of whom live in the South. We used the situated-Information, Motivation, Behavioral skills (sIMB) model to identify priorities for intervention on multi-level factors that influence HIV preventive care among Black AYA in Durham, North Carolina. We conducted two participatory workshops (ages 13-17, N = 6; ages 18-24, N = 7) to engage youth about how to discuss HIV. We also assessed sIMB constructs from a separate quantitative sample of youth to contextualize the workshop findings (N = 80). HIV knowledge was low overall, but lower among younger Black AYA, suggesting a need for comprehensive sexual education. Trusted adults provided sexual health information, motivation for health maintenance, and behavioral skills support. HIV prevention interventions should provide comprehensive sexual health education to Black AYA, be age-specific, and include social supporters like parents, teachers, and community members.
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Síndrome da Imunodeficiência Adquirida , Infecções por HIV , Profilaxia Pré-Exposição , Adolescente , Adulto , Infecções por HIV/epidemiologia , Infecções por HIV/prevenção & controle , Humanos , North Carolina/epidemiologia , Comportamento Sexual , Estados Unidos , Adulto JovemRESUMO
BACKGROUND: Perinatal depression (PND) is prevalent and negatively impacts HIV care among women living with HIV (WLHIV), yet PND remains under-identified in Malawian WLHIV. Accordingly, this formative study explored perceptions of the feasibility and acceptability of an integrated, task-shifted approach to PND screening and treatment in maternity clinics. METHODS: We completed consecutive PND screenings of HIV+ women attending pre- or post-natal appointments at 5 clinics in Lilongwe district, Malawi. We conducted in-depth interviews with the first 4-5 women presenting with PND per site (n = 24 total) from July to August 2018. PND classification was based on a score ≥ 10 on the Edinburgh Postnatal Depression Scale (EPDS). We conducted 10 additional in-depth interviews with HIV and mental health providers at the 5 clinics. RESULTS: Most participants endorsed the feasibility of integrated PND screening, as they believed that PND had potential for significant morbidity. Among providers, identified barriers to screening were negative staff attitudes toward additional work, inadequate staffing numbers and time constraints. Suggested solutions to barriers were health worker training, supervision, and a brief screening tool. Patient-centered counselling strategies were favored over medication by WLHIV as the acceptable treatment of choice, with providers supporting the role of medication to be restricted to severe depression. Providers identified nurses as the most suitable health workers to deliver task-shifted interventions and emphasized further training as a requirement to ensure successful task shifting. CONCLUSION: Improving PND in a simple, task-shifted intervention is essential for supporting mental health among women with PND and HIV. Our results suggest that an effective PND intervention for this population should include a brief, streamlined PND screening questionnaire and individualized counselling for those who have PND, with supplemental support groups and depression medication readily available. These study results support the development of a PND intervention to address the gap in treatment of PND and HIV among WLHIV in Malawi.
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Depressão Pós-Parto , Transtorno Depressivo , Infecções por HIV , Feminino , Humanos , Gravidez , Depressão/complicações , Depressão/diagnóstico , Depressão/terapia , Malaui , Estudos de Viabilidade , Transtorno Depressivo/terapia , Infecções por HIV/complicações , Infecções por HIV/terapia , Infecções por HIV/psicologia , Depressão Pós-Parto/epidemiologiaRESUMO
BACKGROUND: Mental health (MH) disorders comprise a high disease burden and have long-lasting impacts. To improve MH, it is important to define public health MH surveillance. METHODS: We compared MH related definitions using ICD-10-CM codes: The Council of State and Territorial Epidemiologists' (CSTE) surveillance indicators for all MH, mood or depressive, schizophrenic, and drug/alcohol-induced disorders; and North Carolina's (NC) syndromic surveillance system's definition for anxiety/mood/psychotic disorders, and suicide/self-harm. We compared code definitions and frequent codes in 2019 emergency department (ED) data for those age ≥ 10 years. RESULTS: CSTE's definition resulted in over one million MH-related visits (23% of all ED visits) and NC's definitions in 451,807 MH-related visits (9% of all ED visits). Using CSTE's broadest definition, nicotine use was the most common visit type; using NC's definitions, it was major depressive disorder. CONCLUSIONS: Standardizing population-level MH indicators benefits surveillance efforts. Given its prevalence, efforts should focus on documenting MH to improve treatment and prevention.
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Transtorno Depressivo Maior , Saúde Mental , Criança , Serviço Hospitalar de Emergência , Humanos , Classificação Internacional de Doenças , North Carolina/epidemiologiaRESUMO
OBJECTIVE: To use the example of COVID-19 vaccine prioritization for incarcerated workers to call attention to the need to prioritize incarcerated workers' health. METHODS: From November to December 2020, we searched publicly available information (e.g. Department Of Corrections websites and press releases) for 53 US prison systems, including all states, Immigration and Customs Enforcement, the Federal Bureau of Prisons, and Puerto Rico. Coders reviewed if states had prison labor policies, if states had COVID-19 specific prison labor policies, the location of work, industries both pre- and during the COVID-19 pandemic, the scope of work, and hourly wage. Findings were compared to the Centers for Disease Control and Prevention's occupational vaccine prioritization recommendations. RESULTS: Every facility has incarcerated individuals working in some capacity with some resuming prison labor operations to pre-pandemic levels. All but one prison system has off-site work locations for their incarcerated population and many incarcerated workers have resumed their off-site work release assignments. Additionally, every state has incarcerated workers whose job assignments are considered frontline essential workers (e.g. firefighters). In at least five states, incarcerated workers are participating in frontline health roles that put them at higher risk of acquiring COVID-19. Yet, no state followed the Centers for Disease Control and Prevention recommended vaccination plan for its incarcerated population given their incarcerated workers' essential worker status. CONCLUSION: The Centers for Disease Control and Prevention recommended that incarcerated people be prioritized for vaccination primarily due to the risk present in congregate style prison and jail facilities. Furthermore, our review found that many incarcerated people perform labor that should be considered "essential", which provides another reason why they should have been among the first in line for COVID-19 vaccine allocation. These findings also highlight the need for incarcerated workers' health to be prioritized beyond COVID-19.
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COVID-19 , Prisioneiros , COVID-19/epidemiologia , COVID-19/prevenção & controle , Vacinas contra COVID-19 , Humanos , Pandemias/prevenção & controle , PrisõesRESUMO
BACKGROUND: Adverse Childhood Experiences (ACEs) are a common pathway to adult depression. This pathway is particularly important during the perinatal period when women are at an elevated risk for depression. However, this relationship has not been explored in South Asia. This study estimates the association between ACEs and women's (N = 889) depression at 36 months postpartum in rural Pakistan. METHOD: Data come from the Bachpan Cohort study. To capture ACEs, an adapted version of the ACE-International Questionnaire was used. Women's depression was measured using both major depressive episodes (MDE) and depressive symptom severity. To assess the relationship between ACEs and depression, log-Poisson models were used for MDE and linear regression models for symptom severity. RESULTS: The majority (58%) of women experienced at least one ACE domain, most commonly home violence (38.3%), followed by neglect (20.1%). Women experiencing four or more ACEs had the most pronounced elevation of symptom severity (ß = 3.90; 95% CL = 2.13, 5.67) and MDE (PR = 2.43; 95% CL = 1.37, 4.32). Symptom severity (ß = 2.88; 95% CL = 1.46, 4.31), and MDE (PR = 2.01; 95% CL = 1.27, 3.18) were greater for those experiencing community violence or family distress (ß = 2.04; 95%; CL = 0.83, 3.25) (PR = 1.77; 95% CL = 1.12, 2.79). CONCLUSIONS: Findings suggest that ACEs are substantively distinct and have unique relationships to depression. They signal a need to address women's ACEs as part of perinatal mental health interventions and highlight women's lifelong experiences as important factors to understanding current mental health. TRIAL REGISTRATION: NCT02111915 . Registered 11 April 2014. NCT02658994 . Registered 22 January 2016. Both trials were prospectively registered.
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Experiências Adversas da Infância , Transtorno Depressivo Maior , Adulto , Estudos de Coortes , Depressão/epidemiologia , Feminino , Humanos , Paquistão/epidemiologia , GravidezRESUMO
BACKGROUND: Traditional postpartum practices are intended to provide care to mothers, but there is mixed evidence concerning their impact on postpartum depression (PPD). It remains unknown if there is a unique impact of postpartum practices on PPD separately from other types of social support, or if practices differentially affect those with existing prenatal depression. In Pakistan, chilla (ÚÙÙ) is a traditional postpartum practice in which women receive relief from household work, additional familial support, and supplemental food for up to 40 days postpartum. This study aims to understand if chilla protects against PPD independent of other support and whether this relationship varies by prenatal depression status. METHODS: Data come from the Bachpan cohort study in rural Pakistan. Chilla participation and social support (Multidimensional Scale of Perceived Social Support) were assessed at 3 months postpartum. Women were assessed for major depressive episodes (MDE) with the Structured Clinical Interview, DSM-IV and for depression symptom severity with the Patient Health Questionnaire (PHQ-9) in their third trimester and at 6 months postpartum. Adjusted linear mixed models were used to assess the relationship between chilla participation and PPD. RESULTS: Eighty-nine percent of women (N = 786) participated in chilla and almost 70% of those that participated took part in all of chilla's aspects. In adjusted models, chilla participation was inversely related to MDE (OR = 0.56;95%CI = 0.31,1.03) and symptom severity (Mean Difference (MD) = - 1.54;95%CI: - 2.94,-0.14). Chilla participation was associated with lower odds of MDE (OR = 0.44;95%CI = 0.20,0.97) among those not prenatally depressed and with lower symptom severity among those prenatally depressed (MD = -2.05;95%CI:-3.81,-0.49). CONCLUSIONS: Chilla is inversely associated with both MDE and symptom severity at 6 months postpartum above and beyond social support. Specifically, chilla is inversely associated with MDE among those not prenatally depressed and with lower symptom severity among those prenatally depressed. This relationship signals an opportunity for interventions aimed at preventing and treating PPD in this region to draw upon chilla and similar traditional postpartum practices in creating community-based, low-cost, sustainable interventions for maternal mental health. TRIAL REGISTRATION: NCT02111915. Registered 18 September 2015. NCT02658994. Registered 22 January 2016. Both trials were prospectively registered.
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Depressão Pós-Parto/terapia , Mães/psicologia , Período Pós-Parto/psicologia , Saúde da População Rural , Apoio Social , Adulto , Depressão Pós-Parto/psicologia , Feminino , Inquéritos Epidemiológicos , Humanos , Paquistão , Período Pós-Parto/etnologia , Gravidez , Saúde da População Rural/etnologiaRESUMO
BACKGROUND: Healthcare worker absenteeism is common in resource limited settings and contributes to poor quality of care in maternal and child health service delivery. There is a dearth of qualitative information on the scope, contributing factors, and impact of absenteeism in Kenyan healthcare facilities. METHODS: In-depth semi-structured interviews were conducted between July 2015 and June 2016 with 20 healthcare providers in public and private healthcare facilities in Central and Western Kenya. Interviews were audio-recorded, transcribed, coded, and analyzed using an iterative thematic approach. RESULTS: Half of providers reported that absenteeism occurs in both private and public health facilities. Absenteeism was most commonly characterized by providers arriving late or leaving early during scheduled work hours. The practice was attributed to institutional issues including: infrequent supervision, lack of professional consequences, limited accountability, and low wages. In some cases, healthcare workers were frequently absent because they held multiple positions at different health facilities. Provider absences result in increased patient wait times and may deter patients from seeking healthcare in the future. CONCLUSION: There is a significant need for policies and programs to reduce provider absenteeism in Kenya. Intervention approaches must be cognizant of the contributors to absenteeism which occur at the institutional level.
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Absenteísmo , Instalações de Saúde/estatística & dados numéricos , Pessoal de Saúde/organização & administração , Acessibilidade aos Serviços de Saúde/organização & administração , Humanos , Quênia/epidemiologia , Admissão e Escalonamento de Pessoal , Pesquisa Qualitativa , Salários e BenefíciosRESUMO
Women in rural Romania face significant health disadvantages. This qualitative pilot study describes the structural disadvantage experienced during pregnancy by women in rural Romania, focusing on the lived experiences of Roma women. We explore how women in rural communities experience pregnancy, their interactions with the healthcare system, and the role that ethnic and social factors play in pregnancy and childbearing. We conducted 42 semi-structured interviews with health and other professionals, seven narrative interviews with Roma and non-Roma women and a focus group with Roma women. Data were analysed using thematic analysis. We identified intersectional factors associated with women's pregnancy experiences: women perceiving pregnancy as both unplanned and wanted, joyful, and normal; women's and professionals' differing prenatal care perceptions; transport and cost related barriers to care; socioeconomic and ethnic discrimination; and facilitators to care such as social support, having a health mediator and having a doctor. Talking directly with professionals and Roma and non-Roma women helped us understand these many factors, how they are interconnected, and how we can work towards improving the pregnancy experiences of Roma women in rural Romania.
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Acessibilidade aos Serviços de Saúde , Roma (Grupo Étnico) , População Rural , Discriminação Social , Fatores Socioeconômicos , Adulto , Feminino , Grupos Focais , Pessoal de Saúde/psicologia , Humanos , Entrevistas como Assunto , Projetos Piloto , Gravidez , Pesquisa Qualitativa , Roma (Grupo Étnico)/etnologia , Roma (Grupo Étnico)/estatística & dados numéricos , RomêniaRESUMO
While criminal legal involvement is a structural determinant of health, both administrative and national longitudinal cohort data are collected and made available in a way that prevents a full understanding of this relationship. Administrative data are both collected and overseen by the same entity and are incomplete, delayed, and/or uninterpretable. Cohort data often only ask these questions to the most vulnerable, and do not include all types of criminal legal involvement, when this involvement occurs in someone's life, or family and community involvement. To achieve a more optimized data landscape and to facilitate population-level research on criminal legal involvement and health, (1) individual administrative level data must be made available and able to be linked across carceral systems, (2) a national data archive must be made to maintain and make criminal legal data available to researchers, and (3) a nationally representative, longitudinal study focused on those with criminal legal involvement is necessary. By beginning to critically think about how future data could be collated and collected, we can begin to provide more robust evidence around how the criminal legal system impacts the health of our society and, in turn, create policy reform.
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Although the harms of incarceration on health are well known, little is known about individuals' competing priorities to maintaining their health while on probation and parole after release from incarceration. We explored individuals' competing needs on probation and parole (lack of health insurance/access, hazardous alcohol use, substance use, food insecurity, un/underemployment, housing insecurity, lack of social support, length of recent incarceration, prohibitive monthly fees, criminal legal discrimination) to achieving well-being. We explored overlap between competing needs and overall well-being. This descriptive, cross-sectional analysis assesses the relationship between competing needs and current well-being of participants in The Southern Pre-Exposure Prophylaxis Study. Of 364 enrolled participants, 48% were thriving. The most common competing need was substance use (73%). Of the 10 competing needs, participants experienced a median 4 (interquartile range [IQR] 3-6). Those considered to be thriving experienced a median 4 (IQR 3-5) competing needs while those not thriving experienced a median 5 (IQR 4-6; p < .001). People on probation and parole experience competing needs to achieving health and well-being. To improve well-being among this population, programs and policies must focus on not only the health of those exiting incarceration but also the multiple competing needs that they face.
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Criminosos , Transtornos Relacionados ao Uso de Substâncias , Humanos , Estudos Transversais , Transtornos Relacionados ao Uso de Substâncias/epidemiologia , EmpregoRESUMO
PURPOSE: To understand how allostatic load - cumulative physiologic burden of stress - varies by amount and timing of arrests stratified by race/ethnicity and by sex. METHODS: Using The National Longitudinal Study of Adolescent to Adult Health, we calculated descriptive statistics and mean differences in bio-marker measured allostatic load by arrest history stratified by race/ethnicity and sex. RESULTS: One-third of participants experienced at least one arrest, and most experienced arrests only as adults. Allostatic load scores were higher for those that had ever experienced an arrest compared to never (mean difference: 0.58 (0.33, 0.84)). Similar results held for men and women and across race/ethnicity, but Black non-Hispanic individuals had higher allostatic load at all levels compared to other individuals. CONCLUSIONS: Experiencing both any arrest and multiple arrests were associated with higher allostatic load. The stress of arrests may contribute to physiological maladaptations and poor health. The public health and law enforcement fields must recognize the detrimental consequences of arrests on physiological stress and search for non-carceral solutions.
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Alostase , Humanos , Masculino , Feminino , Alostase/fisiologia , Adulto , Estudos Longitudinais , Pessoa de Meia-Idade , Adolescente , Estresse Psicológico , Adulto Jovem , Estados Unidos/epidemiologia , Estresse Fisiológico/fisiologia , Negro ou Afro-Americano/estatística & dados numéricos , Aplicação da Lei , População Branca/estatística & dados numéricos , Biomarcadores , Etnicidade/estatística & dados numéricosRESUMO
Maternal depression is a global public health concern with far-reaching impacts on child development, yet our understanding of mechanisms remains incomplete. This study examined whether parenting mediates the association between maternal depression and child outcomes. Participants included 841 rural Pakistani mother-child dyads (50% female). Maternal depression was measured at 12 months postpartum, parenting behaviors (warmth, stimulation, and harsh parenting) were measured at 24 months, and child outcomes (mental health, socioemotional development, and cognitive skills) were measured at 36 months. Maternal depression predicted increased harsh parenting, child mental health difficulties, and child socioemotional concerns; however, there was little evidence for parenting as a mediator between maternal depression and child outcomes. Sex-stratified results are discussed, and findings are situated in context.
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PURPOSE: Identifying predictors of opioid overdose following release from prison is critical for opioid overdose prevention. METHODS: We leveraged an individually linked, state-wide database from 2015-2020 to predict the risk of opioid overdose within 90 days of release from Massachusetts state prisons. We developed two decision tree modeling schemes: a model fit on all individuals with a single weight for those that experienced an opioid overdose and models stratified by race/ethnicity. We compared the performance of each model using several performance measures and identified factors that were most predictive of opioid overdose within racial/ethnic groups and across models. RESULTS: We found that out of 44,246 prison releases in Massachusetts between 2015-2020, 2237 (5.1%) resulted in opioid overdose in the 90 days following release. The performance of the two predictive models varied. The single weight model had high sensitivity (79%) and low specificity (56%) for predicting opioid overdose and was more sensitive for White non-Hispanic individuals (sensitivity = 84%) than for racial/ethnic minority individuals. CONCLUSIONS: Stratified models had better balanced performance metrics for both White non-Hispanic and racial/ethnic minority groups and identified different predictors of overdose between racial/ethnic groups. Across racial/ethnic groups and models, involuntary commitment (involuntary treatment for alcohol/substance use disorder) was an important predictor of opioid overdose.
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Árvores de Decisões , Overdose de Opiáceos , Humanos , Masculino , Overdose de Opiáceos/epidemiologia , Adulto , Feminino , Massachusetts/epidemiologia , Transtornos Relacionados ao Uso de Opioides/epidemiologia , Transtornos Relacionados ao Uso de Opioides/etnologia , Prisioneiros/estatística & dados numéricos , Prisões/estatística & dados numéricos , Pessoa de Meia-Idade , Analgésicos Opioides/intoxicação , Analgésicos Opioides/efeitos adversos , Etnicidade/estatística & dados numéricos , Adulto JovemRESUMO
BACKGROUND: Currently, there are more than two million people in prisons or jails, with nearly two-thirds meeting the criteria for a substance use disorder. Following these patterns, overdose is the leading cause of death following release from prison and the third leading cause of death during periods of incarceration in jails. Traditional quantitative methods analyzing the factors associated with overdose following incarceration may fail to capture structural and environmental factors present in specific communities. People with lived experiences in the criminal legal system and with substance use disorder hold unique perspectives and must be involved in the research process. OBJECTIVE: To identify perceived factors that impact overdose following release from incarceration among people with direct criminal legal involvement and experience with substance use. METHODS: Within a community-engaged approach to research, we used concept mapping to center the perspectives of people with personal experience with the carceral system. The following prompt guided our study: "What do you think are some of the main things that make people who have been in jail or prison more and less likely to overdose?" Individuals participated in three rounds of focus groups, which included brainstorming, sorting and rating, and community interpretation. We used the Concept Systems Inc. platform groupwisdom for our analyses and constructed cluster maps. RESULTS: Eight individuals (ages 33 to 53) from four states participated. The brainstorming process resulted in 83 unique factors that impact overdose. The concept mapping process resulted in five clusters: (1) Community-Based Prevention, (2) Drug Use and Incarceration, (3) Resources for Treatment for Substance Use, (4) Carceral Factors, and (5) Stigma and Structural Barriers. CONCLUSIONS: Our study provides critical insight into community-identified factors associated with overdose following incarceration. These factors should be accounted for during resource planning and decision-making.
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OBJECTIVES: Our objectives were to document data availability and reporting on suicide mortality in state prison systems. The United States leads the world in mass incarceration, a structural determinant of health, but lacks real-time reporting of prison health statistics. This absence is particularly notable in suicides, a leading cause of death that carceral policies play a key role in mitigating. METHODS: Suicide data for each state prison system from 2017-2021 were gathered through statistical reports, press releases, and Freedom of Information Act requests. We graded states based on data availability. RESULTS: Only sixteen states provide updated, frequent, granular, freely provided suicide data. An additional thirteen states provided frequently updated data but that had little granularity, was incomplete, or was not freely provided. Eight states provided sparse, infrequent, or outdated data, and thirteen provided no data at all. CONCLUSIONS: The 2000 Death in Custody Reporting Act requires that states provide these data freely, yet the majority of states do not. There is a need for reliable, real-time data on suicides, suicide attempts, and conditions of confinement to better understand the harms of the carceral system and to advocate for change.