Cardiovascular Disease Risk Factor Control Following Release from Carceral Facilities
Aminawung, J. A.; Puglisi, L. B.; Roy, B.; Horton, N.; Elumn, J. E.; Lin, H.-J.; Bibbins-Domingo, K.; Krumholz, H. M.; Wang, E. A.
Show abstract
BackgroundIncarceration is a social determinant of cardiovascular health but is rarely addressed in clinical settings or public health prevention efforts. People who have been incarcerated are more likely to develop cardiovascular disease (CVD) at younger ages and have worse cardiovascular outcomes compared with the general population, even after controlling for traditional risk factors. This study aims to identify incarceration-specific factors that are associated with uncontrolled CVD risk factors to identify potential targets for prevention. MethodsUsing data from Justice-Involved Individuals Cardiovascular Disease Epidemiology (JUSTICE), a prospective cohort study of individuals released from incarceration with CVD risk factors, we examine the unique association between incarceration-specific factors and CVD risk factor control, including systolic blood pressure (SBP[≥]140 mmHg, diastolic blood pressure (DBP)[≥]90, body mass index (BMI)[≥]40, glycosylated hemoglobin (HbA1c) [≥]8%, and low-density lipoprotein cholesterol (LDL-c)[≥] 160). Incarceration-specific factors include the conditions of confinement (jail vs. prison, time in solitary confinement), and collateral sanctions following release (barriers to housing, food, employment due to criminal record). Variables associated with uncontrolled CVD risk factors were included in the multivariate model to examine the unique contribution of each risk factor with uncontrolled CVD risk factors. ResultsParticipants (N=471), mean age of 45.0 {+/-}SD 10.8 years were disproportionately men (89%), from racially minoritized groups (79%), and poor (91% below the 100% federal poverty level). Over half (54%) had at least one uncontrolled CVD risk factor at baseline. People released from jail, compared with prison, had lower Lifes Essential 8 scores for blood pressure and smoking. Having been incarcerated in jail, as compared with prison, was associated with an increased odds of having an uncontrolled CVD risk factor, even after adjusting for age, race and ethnicity, gender, perceived stress, and life adversity score (AOR 1.62, 95% CI 1.02-2.57). DiscussionRelease from jail is associated with poor CVD risk factor control and requires tailored intervention, which is informative as states design and implement the Centers of Medicare & Medicaid Services Reentry 1115 waiver, which allows Medicaid to cover services prior to release from correctional facilities.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Social Networks and Cardiovascular Disease Events in the Jackson Heart Study 95%
- Prevalence of Cardiovascular-Kidney-Metabolic Stages in US Adolescents and Relationship to Social Determinants of Health 94%
- Impact of social vulnerability on cardiac arrest mortality in the United States, 2016-2020 94%
Similar papers in this journal
- Rural-Urban Variations in the Association Between Substance Use and Pre-Hospital Crash Injury Severity Among Older Adults: A Single Year National Cross-sectional Study 94%
- Protocol for the Houston Hospital-Based Violence Intervention Program 93%
- Household factors and the risk of severe COVID-like illness early in the US pandemic 92%
Similar papers in this journal
- School Neighborhood Deprivation is Associated with a Higher Prevalence of Hypertension 92%
- COVID-19 Mortality in California Based on Death Certificates: Disproportionate Impacts Across Racial/Ethnic Groups and Nativity 92%
- Racial/Ethnic Disparities in the Observed COVID-19 Case Fatality Rate Among the U.S. Population 91%
Similar papers in this journal
- Smoking, distress and COVID-19 in England: cross-sectional population surveys from 2016 to 2020 91%
- Association of pre-pandemic high-density lipoprotein cholesterol with risk of COVID-19 hospitalisation and death: the UK Biobank cohort study 89%
- Neighborhood distribution of availability of newer tobacco products: A four-site study, 2021 88%
Similar papers in this journal
- Contributions of occupation characteristics and educational attainment to racial/ethnic inequities in COVID-19 mortality 92%
- The Impact of the “Muslim Ban” Executive Order on Healthcare Utilization in Minneapolis-St. Paul, Minnesota 92%
- Effectiveness of a Text Message Intervention Promoting Seat Belt Use Among Targeted Young Adults: A Randomized Clinical Trial 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.