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BACKGROUND: Social connectedness is a key determinant of health and interventions have been developed to prevent social isolation in older adults. However, these interventions have historically had a low participation rate amongst minority populations. Given the sustained isolation caused by the COVID-19 pandemic, it is even more important to understand what factors are associated with an individual's decision to participate in a social intervention. To achieve this, we used machine learning techniques to model the racial and ethnic differences in participation in social connectedness interventions. METHODS: Data were obtained from a social connectedness intervention that paired college students with Houston-area community-dwelling older adults (> 65 yo) enrolled in Medicare Advantage plans. Eligible participants were contacted telephonically and asked to complete the 3-item UCLA Loneliness Scale. We used the following machine-learning methods to identify significant predictors of participation in the program: k-nearest neighbors, logistic regression, decision tree, gradient-boosted decision tree, and random forest. RESULTS: The gradient-boosted decision tree models yielded the best parameters for all race/ethnicity groups (96.1% test accuracy, 0.739 AUROC). Among non-Hispanic White older adults, key features of the predictive model included Functional Comorbidity Index (FCI) score, Medicare prescription risk score, Medicare risk score, and depression and anxiety indicators within the FCI. Among non-Hispanic Black older adults, key features included disability, Medicare prescription risk score, FCI and Medicare risk scores. Among Hispanic older adults, key features included depression, FCI and Medicare risk scores. CONCLUSIONS: These findings offer a substantial opportunity for the design of interventions that maximize engagement among minority groups at greater risk for adverse health outcomes.
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Etnicidad , Relaciones Intergeneracionales , Grupos Raciales , Participación Social , Anciano , Humanos , Medicare , Estados Unidos/epidemiologíaRESUMEN
Supplemental Nutrition Assistance Program (SNAP) participants tend to have unhealthier dietary consumption compared to eligible non-participants. It has been suggested, though never empirically tested, that individuals who enroll in SNAP may have unhealthy diets prior to program participation. Using a longitudinal cohort study design, we examined the association between low-income adults' SNAP participation status and prior dietary behaviors to test the argument that individuals with unhealthier dietary consumption self-select into SNAP. A sample of households from predominantly lower-income cities were surveyed at baseline (T1) and 2-4 years later (T2). The main analyses were restricted to adults who did not participate in SNAP at T1 and with household income <200% of the federal poverty line (n = 170) at both T1 and T2. Participants were grouped into two categories, based on their SNAP participation at T2; (a) Non-participants (n = 132): no SNAP participation at T1 or T2, and (b) T2 SNAP participants (n = 38): SNAP participation at T2 but not T1. Daily consumption frequency of whole fruits, fruit juice, vegetables, sugar-sweetened beverages (SSBs), and energy dense snacks were measured through self-reports. To observe dietary differences between the two groups prior to SNAP participation, T1 behaviors were compared. There were no significant differences in dietary behaviors at T1 (prior to SNAP participation) between non-participants and T2 participants, providing no evidence of self-selection of individuals with unhealthier dietary consumption into SNAP among our study sample. Improvements in SNAP participants' diets may benefit from focusing on policy changes that encourage healthy dietary habits during participation in the program.
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Asistencia Alimentaria , Adulto , Humanos , Estudios Longitudinales , Encuestas Nutricionales , Dieta , Factores SocioeconómicosRESUMEN
BACKGROUND: Food insecurity has been associated with medication non-adherence among individuals living with chronic diseases like hypertension. The relationship between Supplemental Nutrition Assistance Program (SNAP)-a public program that addresses food insecurity-and Medication adherence among older Medicaid-insured adults living with hypertension is not clear. OBJECTIVE: To analyze the association between patterns of SNAP participation and adherence to antihypertensive medications among older Medicaid-insured individuals. DESIGN: Retrospective study using linked 2006-2014 state of Missouri's Medicaid claims and Supplemental Nutrition Assistance Program data. PARTICIPANTS: Older adults (≥ 60 years) who were continuously enrolled in Medicaid for 12 months following their first observed claim for hypertension at or after age 60. MAIN MEASURES: The outcome measure was medication adherence assessed using the proportion of days covered (PDC). The exposure measures were as follows: (1) receipt of SNAP benefits (no [0], yes [1]); (2) SNAP benefits receipt during the 12-month Medicaid continuous enrollment (no [0], yes [1]); (3) duration of SNAP participation during the 12-month continuous Medicaid enrollment; and (4) SNAP participation pattern. KEY RESULTS: On multivariable analyses, there was a statistically significant association between ever participating in SNAP and medication adherence (ß = 0.32; S.E. = 0.011). Compared to those who participated in SNAP for 1-3 months during the 12-month continuous enrollment, there was an increased likelihood of medication adherence among those who were enrolled for 10-12 months (ß = 0.44, S.E. = 0.041). CONCLUSIONS: Medicaid-insured older adults who are SNAP participants or enrolled in SNAP for 10-12 months of a 12-month Medicaid continuous enrollment period are more likely to be adherent to antihypertensive medication compared to non-SNAP participants or those enrolled for 1-3 months, respectively.
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Asistencia Alimentaria , Hipertensión , Estados Unidos/epidemiología , Humanos , Anciano , Persona de Mediana Edad , Medicaid , Antihipertensivos/uso terapéutico , Estudios Retrospectivos , Hipertensión/tratamiento farmacológico , Hipertensión/epidemiología , Cumplimiento de la MedicaciónRESUMEN
OBJECTIVE: We examined the association between food insecurity and positive childhood experiences (PCE). DESIGN: Outcome measure was number of PCE and seven PCE constructs. Food insecurity was assessed with a three-category measure that ascertained whether the respondent could afford and choose to eat nutritious food. We then used bivariate and multivariable Poisson and logistic regressions to analyse the relationship between food insecurity and the outcome measures. The analyses were further stratified by age (≤ 5, 6-11 and 12-17 years). SETTING: The National Survey of Children's Health (NSCH) from 2017 to 2020, a nationally representative sample of children and adolescents in the USA. PARTICIPANTS: Parents/caregivers who reported on their children's experiences of PCE and food insecurity from the 2017-2020 NSCH (n 114 709). RESULTS: Descriptively, 22·13 % of respondents reported mild food insecurity, while 3·45 % of respondents reported moderate to severe food insecurity. On multivariable Poisson regression analyses, there was a lower rate of PCE among children who experienced mild (incidence rate ratio (IRR) = 0·93; 95 % CI 0·92, 0·94) or moderate/severe food insecurity (IRR = 0·84; 95 % CI 0·83, 0·86) compared with those who were food secure. We found an inverse relationship between food insecurity and rate of PCE across all age categories. CONCLUSIONS: Our study finding lends evidence to support that interventions, public health programmes, as well as public health policies that reduce food insecurity among children and adolescents may be associated with an increase in PCE. Longitudinal and intervention research are needed to examine the mechanistic relationship between food insecurity and PCE across the life course.
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Composición Familiar , Abastecimiento de Alimentos , Adolescente , Humanos , Niño , Padres , Salud Infantil , Inseguridad AlimentariaRESUMEN
BACKGROUND: The Coronavirus Aid, Relief, and Economic Security (CARES) Act led to the rapid implementation of telemedicine across healthcare office settings. This innovation has the potential to improve healthcare use and ensure continuity of care. However, this delivery model could have an unintended consequence of worsening racial/ethnic disparities in healthcare utilization if adoption varies across sub-populations. OBJECTIVE: To examine associations between telemedicine use and race/ethnicity between 3/1/2020 and 11/30/2020, and the influence of other individual- and geographical-level factors on this relationship. DESIGN: Cohort study PARTICIPANTS: EMR data from 55 clinics in a FQHC network MAIN MEASURES: The dependent variable was visit type (in-person vs. telemedicine). Predictors of interest were patient race and ethnicity. To account for repeated visits within each patient nested within clinic, a three-level, mixed-effects, multivariable, logistic regression model was used. Subgroup analyses examined correlates of telemedicine use in African American and Hispanic cohorts, separately. KEY RESULTS: The analytic sample included 233,302 visits for 67,733 unique patients. African Americans (OR = 0.65, 95% CI: 0.61, 0.69), Asians (OR = 0.58, 95% CI: 0.52, 0.65), and American Indians / Alaska Natives and other Pacific Islanders (OR = 0.82, 95% CI: 0.70, 0.98) were significantly less likely to use telemedicine compared to Whites. Hispanics were also less likely to have a telemedicine visit (OR = 0.49, 95% CI: 0.47, 0.51) compared to non-Hispanics. Nonacute visits were more likely to be conducted via telemedicine. Distance to clinic exhibited a dose-response relationship such that patients who lived farthest from the clinics were most likely to have telemedicine visits. In the subgroup analyses to examine predictors of telemedicine use, the dose-response relationship between distance from clinic and telemedicine use persisted, with increasing distance associated with increasing likelihood of telemedicine use, in both African American and Hispanic cohorts. Nonacute visits were associated with telemedicine use in the Hispanic cohort, but not in the Black / African American cohort. CONCLUSION: Racial/ethnic disparities in telemedicine use persisted among this cohort. However, telemedicine improved utilization for African Americans and Hispanics living farther away from the clinic.
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COVID-19 , Telemedicina , COVID-19/epidemiología , Etnicidad , Disparidades en Atención de Salud , Humanos , Pandemias , Grupos RacialesRESUMEN
The relationship between county food insecurity (FI) rate and breast cancer stage at diagnosis is not clear. Using 2010-2016 Surveillance Epidemiology and End Results (SEER) and Feeding America data we analyzed the association between county FI rate in quartiles (low, medium, high, very high) and breast cancer stage at diagnosis among adult females (≥18 years). We also analyzed the effect of insurance status and county poverty level on this relationship, and whether this relationship varies among non-elderly (<65 years) and elderly (≥ 65 years) individuals. Bivariate and multivariable multilevel logistic regression were used for analyses. Bivariate analysis showed increased likelihood of late-stage breast cancer with increasing county FI rate. This relationship persisted after adjusting for insurance status but was no longer significant after adjusting for county-level poverty rate. There was a statistically significant association between counties with very high food insecurity rates and late-stage breast cancer diagnosis (OR = 1.07; 95% CI = 1.00, 1.14) among the elderly population. Very high county food insecurity rate was associated with late-stage breast cancer among elderly women. Population-level interventions focused on counties with very high food insecurity rates could reduce disparities in stage at breast cancer diagnosis among elderly women.
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Neoplasias de la Mama , Adulto , Anciano , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/epidemiología , Femenino , Inseguridad Alimentaria , Humanos , Persona de Mediana Edad , PobrezaRESUMEN
OBJECTIVES: To describe the process of developing and implementing experiential learning through translational research teams that engage diverse undergraduate and graduate students. METHODS: After a college redesign, translational research teams were developed to foster multidisciplinary research and better integrate students with faculty research, community, and clinical activities. Three primary approaches were used to engage undergraduate and graduate students in the maternal and child health translational research team (MCH TrT). These included an undergraduate experiential learning course; participation in translational research team meetings and events; and mentorship activities including graduate student theses and supplementary projects. RESULTS: Since 2019, a total of 56 students have engaged with the MCH translational research team. The majority (64%) of students engaging in translational research were undergraduates. Racial and ethnic diversity was evident with 16% Latinx, 14% Black/African American, 12% Asian, 10% two or more races, and 4% Native American or Native Hawaiian. A large proportion (42%) of students indicated that they were first-generation college students, while 24% indicated they had a disability. Five themes emerged from student feedback about their involvement in the experiential learning course: the value of translational research, development of research skills, collaboration, practice development, and value for community partners. CONCLUSIONS FOR PRACTICE: Through an MCH translational research team, we have established a pathway to enhance diversity among the MCH workforce which will increase recruitment and retention of underrepresented groups, and ultimately improve MCH research and practice.
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Estudiantes , Investigación Biomédica Traslacional , Niño , Humanos , Mentores , Estados Unidos , Universidades , Recursos HumanosRESUMEN
BACKGROUND: Non-Hispanic Blacks continue to have worse cancer outcomes than non-Hispanic Whites. Suboptimal health care utilization and poor self-reported health among non-Hispanic Blacks contribute to these disparities. The relationship between race, food security status (FSS), and health care utilization or self-reported health among cancer survivors is not clear. This study aims to fill this gap in the science. METHODS: The 2011-2018 National Health Interview Survey data were used. Bivariate and multivariable logistic regression analyses were used to examine the relationship between race (non-Hispanic Whites or non-Hispanic Blacks), FSS (high, marginal, low, or very low), health care utilization, and self-reported health among cancer survivors. Analyzed health care utilization measures included cost-related medication underuse (CRMU), cost-related delayed care, cost-related forgone care, seeing/talking to a medical specialist, seeing/talking to a general doctor, and overnight hospital stay. RESULTS: A higher proportion of Blacks reported very low food security in comparison with Whites (10.58% vs 4.24%; P ≤ .0001). Blacks were significantly less likely to report a medical specialist visit and more likely to report fair/poor health in the past 12 months even after adjustments for FSS. There was a dose-response relationship between FSS and CRMU, cost-related delayed care, cost-related forgone care, overnight hospital stay, and self-reported health status for both Whites and Blacks. CONCLUSIONS: Significant disparities in health care utilization and self-reported health across race and FSS persist among cancer survivors. Interventions that target food insecurity have the potential to reduce suboptimal health care utilization and self-reported health among cancer survivors.
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Supervivientes de Cáncer , Neoplasias , Inseguridad Alimentaria , Disparidades en Atención de Salud , Humanos , Neoplasias/terapia , Aceptación de la Atención de Salud , Autoinforme , Estados Unidos/epidemiologíaRESUMEN
BACKGROUND: Administrative churn occurs when a household exits the Supplemental Nutrition Assistance Program (SNAP) and then returns to the program within 4 months. Although a number of studies have examined health care utilization patterns related to Medicaid administrative churn less is known about health care utilization patterns among Medicaid-insured SNAP enrollees. OBJECTIVES: To investigate the characteristics and health care utilization patterns of Medicaid insured SNAP participants who experience SNAP administrative churn. RESEARCH DESIGN: Retrospective cohort study using 2010-2013 SNAP benefit data from the state of Missouri linked to Medicaid claims data for the same time period. Individual fixed effect regression analysis was used to investigate differences in health care claims for churners and nonchurners across various health care settings. SUBJECTS: Missouri residents ages 18-64 who were Medicaid-insured SNAP enrollees. MEASURES: Inpatient, outpatient, emergency department (ED), and pharmacy claims, and churn status. RESULTS: Half of our sample (49.63%) experienced administrative churn. In the descriptive analyses, churners had fewer claims for prescription drugs than nonchurners (25.42% vs. 30.47%), but more claims for ED visits (3.79% vs. 2.74%). Adjusting for individual fixed characteristics, inpatient claims occurred with more frequency during periods of churn than while on SNAP, whereas ED, outpatient, and pharmacy claims occurred with less frequency during periods of churn than while on SNAP. CONCLUSIONS: SNAP administrative churn was very common among our study sample. Given that health care utilization patterns varied for churners compared with nonchurners, it is important that researchers and public health professionals not assume stable SNAP receipt among participants.
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Asistencia Alimentaria/estadística & datos numéricos , Medicaid/estadística & datos numéricos , Aceptación de la Atención de Salud/estadística & datos numéricos , Adolescente , Adulto , Femenino , Humanos , Pacientes Internos/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Missouri , Pacientes Ambulatorios/estadística & datos numéricos , Servicios Farmacéuticos/estadística & datos numéricos , Análisis de Regresión , Estudios Retrospectivos , Estados Unidos , Adulto JovenRESUMEN
A steady decline in cervical cancer incidence and mortality in the United States has been attributed to increased uptake of cervical cancer screening tests such as Papanicolau (Pap) tests. However, disparities in Pap test compliance exist, and may be due in part to perceived barriers or lack of knowledge about risk factors for cervical cancer. This study aimed to assess correlates of cervical cancer risk factor knowledge and examine socio-demographic predictors of self-reported barriers to screening among a group of low-income uninsured women. Survey and procedure data from 433 women, who received grant-funded cervical cancer screenings over a span of 33 months, were examined for this project. Data included demographics, knowledge of risk factors, and agreement on potential barriers to screening. Descriptive analysis showed significant correlation between educational attainment and knowledge of risk factors (r = 0.1381, P < 0.01). Multivariate analyses revealed that compared to Whites, Hispanics had increased odds of identifying fear of finding cancer (OR 1.56, 95% CI 1.00-2.43), language barriers (OR 4.72, 95% CI 2.62-8.50), and male physicians (OR 2.16, 95% CI 1.32-3.55) as barriers. Hispanics (OR 1.99, 95% CI 1.16-3.44) and Blacks (OR 2.06, 95% CI 1.15-3.68) had a two-fold increase in odds of agreeing that lack of knowledge was a barrier. Identified barriers varied with age, marital status and previous screening. Programs aimed at conducting free or subsidized screenings for medically underserved women should include culturally relevant education and patient care in order to reduce barriers and improve screening compliance for safety-net populations.
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Detección Precoz del Cáncer/estadística & datos numéricos , Conocimientos, Actitudes y Práctica en Salud , Pacientes no Asegurados/etnología , Neoplasias del Cuello Uterino/etnología , Neoplasias del Cuello Uterino/prevención & control , Adolescente , Adulto , Miedo , Femenino , Humanos , Persona de Mediana Edad , Prueba de Papanicolaou , Grupos Raciales , Factores de Riesgo , Factores Socioeconómicos , Estados Unidos , Adulto JovenRESUMEN
Colorectal cancer (CRC) is the third most common type of cancer among both males and females in the United States and the second leading cause of cancer-related deaths. Although largely preventable through screening, early detection and removal of polyps, screening rates are considered sub-optimal. Perceived barriers to screening have been reported to influence screening rates. This paper examines variations in the extent to which uninsured patients identified barriers to CRC screening using colonoscopy based on race/ethnicity, educational attainment, age, gender, marital status and prior colonoscopy. Multivariate analyses showed that compared to Caucasians, African Americans had an increased likelihood of identifying lack of transportation as a barrier [odds ratio (OR) 2.68; 95 % confidence interval (CI) 1.35-5.32] while Hispanics were more likely to identify fear of finding cancer as a barrier (OR 2.09; 95 % CI 1.19-3.66). Compared to those with more than a high school education, there was increased likelihood of identifying lack of knowledge as a barrier among individuals with high school education (OR 3.51; 95 % CI 1.94-6.36) or less than a high school education (OR 2.16; 95 % CI 1.04-4.50). Our findings suggest that strategies aimed at increasing colonoscopy screening rates among underserved populations should take into consideration race/ethnicity, educational attainment, age, and prior colonoscopy experience when developing education and outreach plans to reduce barriers to colonoscopy.
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Colonoscopía/estadística & datos numéricos , Neoplasias Colorrectales/diagnóstico , Neoplasias Colorrectales/etnología , Detección Precoz del Cáncer/estadística & datos numéricos , Pacientes no Asegurados/estadística & datos numéricos , Negro o Afroamericano , Factores de Edad , Anciano , Colonoscopía/economía , Detección Precoz del Cáncer/economía , Femenino , Conocimientos, Actitudes y Práctica en Salud , Hispánicos o Latinos , Humanos , Masculino , Persona de Mediana Edad , Atención Primaria de Salud , Factores Sexuales , Factores Socioeconómicos , Estados Unidos , Población BlancaRESUMEN
Introduction: The COVID-19 pandemic necessitated a major expansion in telemedicine use. The continued use of telemedicine post-pandemic has the potential to enhance healthcare use for people at risk for sub-optimal healthcare access and utilization, such as patients with previous preventable hospitalization. This study analyzed the association between pre-pandemic preventable hospitalizations (PPHs) and telemedicine use during the pandemic. Methods: This retrospective cohort study uses Medicaid administrative claims data (01/2018-06/2022) for patients of a large Federally Qualified Health Center in Arizona that implemented telemedicine in March 2020. Bivariate and multivariable generalized estimating equations were used to analyze the relationship between the outcome and predictor variables. We also analyze racial/ethnic and primary language disparities in telemedicine use among those with PPH and report the average predicted probability. Results: There was a statistically significant relationship between telemedicine use and PPH even after adjusting for comorbidity severity (OR:1.85; CI: 1.74, 1.96). Analyses restricted to those who had PPHs showed an seven-percentage point difference in the predicted probability of telemedicine use between non-Hispanic White individuals and Asian/Pacific Islanders, the group with the lowest probability of telemedicine use among our study sample. Conclusion: Telemedicine is a unique tool that can be leveraged by interventions that aim to optimize healthcare use among those with a history of preventable hospitalizations. However, the lack of targeted interventions to identify and address barriers to telemedicine use among minoritized groups could limit the impact of such interventions and widen disparities.
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INTRODUCTION: Missed appointments also known as no-shows adversely affect clinical outcomes, clinic efficiency, and quality of care and have been attributed to barriers such as work schedule conflicts and lack of transportation. The widespread telemedicine implementation and adoption that has occurred as a consequence of the COVID-19 pandemic has the potential to address these barriers and improve missed appointment rates. This study aims to analyze the relationship between telemedicine and missed appointments. METHODS: This retrospective cohort study used electronic health records data from a safety-net academic health center with federally qualified clinics (March 2020-December 2022). Bivariate and multivariable generalized estimating equations were used to analyze the relationship between no-show and appointment type (in-person versus telemedicine appointment). Stratified adjusted regression analyses were used to calculate the average change in the marginal effect of telemedicine appointments on no-shows across covariates. The data were analyzed from September 2023 to October 2023. RESULTS: Hispanic patients accounted for 60% of the 474,212 appointments, followed by non-Hispanic White (22.5%), non-Hispanic Black (13.3%), Asian (2.7%), Native American (1%), and other race/ethnicity patients (0.6%). The no-show rate for telemedicine appointments was 12% compared with 25% for in-person appointments. Multivariable analysis showed that telemedicine appointment was associated with a decreased likelihood of no-show compared with in-person appointments (OR=0.40, 95% CI=0.40, 0.41). The average change in the marginal effect of telemedicine appointments on the reduction of no-shows across race/ethnicity was greatest for Native American and non-Hispanic Black patients. CONCLUSIONS: Telemedicine appointments were associated with a decreased likelihood of no-shows, and the protective effect of telemedicine appointments on missed appointments was greatest for underserved groups. Strategies to increase telemedicine uptake, especially for underserved groups, are critical.
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Citas y Horarios , COVID-19 , Pacientes no Presentados , Telemedicina , Humanos , Telemedicina/estadística & datos numéricos , Estudios Retrospectivos , Femenino , Masculino , COVID-19/epidemiología , Persona de Mediana Edad , Adulto , Pacientes no Presentados/estadística & datos numéricos , Disparidades en Atención de Salud/estadística & datos numéricos , SARS-CoV-2 , AncianoRESUMEN
Background: This study examined access to technology, internet usage, and online health information-seeking behaviors, in a racially diverse, lower-income population. Methods: Data were obtained via a cross-sectional survey of low-income communities in Houston, Los Angeles, and New York between April and August 2023. Binary responses to the following online health information-seeking behaviors, internet and technology access, were examined: using the internet to (i) understand a medical diagnosis, (ii) fill a prescription, (iii) schedule a healthcare appointment, (iv) email communication with a healthcare provider, and (v) access electronic health records and medical notes. Results: 41% of survey respondents identified as non-Hispanic Black individuals, 33% as non-Hispanic White individuals, and 22% as Hispanic individuals. 69% reported a pre-tax annual household income of less than $35,000. 97% reported ownership/access to a smart device; 97% reported access to reliable internet. In the past year, only 59% reported using the internet to better understand their medical diagnosis, 36% reported filling a prescription online, 47% scheduled a medical appointment online, 47% viewed electronic health records online, and 56% emailed healthcare providers. Female sex, higher incomes, and having at least a bachelor's degree were significantly associated with all five online health information-seeking attributes. Conclusion: Despite high technology adoption rates, we observed suboptimal online health information-seeking behaviors. This underutilization has potential adverse implications for healthcare access and use given the documented advantage of HIT. Efforts to increase health information-seeking behaviors should explore the identification of HIT barriers, and patient education to increase familiarity and usage in this population.
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Conducta en la Búsqueda de Información , Uso de Internet , Humanos , Femenino , Estudios Transversales , Internet , RentaRESUMEN
Using administrative records from Missouri, we investigate the characteristics of Supplemental Nutrition Assistance Program (SNAP) participants aged 60 and older who experience administrative churn. Among these adults, 1 in 4 experienced administrative churn, and 1 in 5 experienced more than one spell of churn. Risk of churn, frequency, duration of churn spells, and the value of foregone SNAP benefits varied with individual, household, and geographic characteristics, and was more common among non-whites, members of larger households, and those living in urban areas. Our findings suggest that a significant portion of older adults experience gaps in SNAP benefit receipt.
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BACKGROUND: Black people are more likely to be diagnosed with hypertension and to experience food insecurity and antihypertensive medication non-adherence compared to White people in the U.S. The Supplemental Nutrition Assistance Program (SNAP)-a means-tested program that targets food insecurity has been shown to affect health outcomes. This study analyzed the relationship between SNAP participation and antihypertensive medication adherence among older Black Medicaid-insured individuals. METHODS: This is a retrospective cohort study using linked 2006-2014 state of Missouri Medicaid and SNAP administrative claims data. Analyses were restricted to older (≥60 years) Black individuals who were continuously enrolled in Medicaid for 12 months following their first observed claim for hypertension at or after age 60 years with at least one pharmacy claim (nâ =â 10,693). Our outcome measure is a dichotomous measure of antihypertensive medication adherence defined using the Proportion of Days Covered (≥80% PDCâ =â 1). The exposure variables are four measures of SNAP participation. RESULTS: A higher proportion of SNAP participants were adherent to their antihypertensive medications compared to non-SNAP participants (43.5% vs. 32.0%). On multivariable analyses, compared to non-SNAP participants there was an increased likelihood of antihypertensive medication adherence among SNAP participants (prevalence ratio [PR]â =â 1.25; 95% confidence interval [CI]â =â 1.16-1.35). Compared to those who participated in SNAP for 1-3 months during the 12-month continuous enrollment, there was an increased likelihood of antihypertensive medication adherence among those who were enrolled for 10-12 months (PRâ =â 1.41; 95% CIâ =â 1.08-1.85). CONCLUSIONS: Medicaid-insured older Black adults who were SNAP participants had a higher likelihood of antihypertensive medication adherence compared to non-SNAP participants.
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Asistencia Alimentaria , Hipertensión , Cumplimiento de la Medicación , Humanos , Persona de Mediana Edad , Antihipertensivos/uso terapéutico , Población Negra , Hipertensión/diagnóstico , Hipertensión/tratamiento farmacológico , Hipertensión/epidemiología , Medicaid , Estudios Retrospectivos , Estados Unidos/epidemiologíaRESUMEN
The burdens of chronic diseases such as hypertension and diabetes for older Americans are profound. Yet, data on the population-level prevalence of hypertension and diabetes among the older adult Supplemental Nutritional Assistance Program (SNAP) population and the associated level of medication adherence is lacking despite evidence of the "treat or eat" trade-off in the general population. We used linked administrative data from SNAP and Medicaid between 2006 and 2014 in the state of Missouri to document rates of hypertension or diabetes diagnoses and medication adherence. About 69% of the study sample were found to be diagnosed with a hypertension and 40% with diabetes. Approximately 1 in 4 of those living with hypertension and 1 and 3 of those living with diabetes were nonadherent to antihypertensive or antidiabetic medications each year, on average. Furthermore, medication non-adherence increases with age and is more common among non-White and urban residents.
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Diabetes Mellitus , Hipertensión , Anciano , Antihipertensivos/uso terapéutico , Diabetes Mellitus/tratamiento farmacológico , Diabetes Mellitus/epidemiología , Humanos , Hipertensión/tratamiento farmacológico , Hipertensión/epidemiología , Hipoglucemiantes/uso terapéutico , Cumplimiento de la Medicación , Estados Unidos/epidemiologíaRESUMEN
CONTEXT: Food insecurity (FI) and adverse childhood experiences (ACEs) disproportionally affect vulnerable populations and are key social determinants of health that predict nutrition-related outcomes. It is critical to understand how FI and ACEs are interrelated so prevention studies can be designed to better promote health equity. OBJECTIVE: A systematic literature review was conducted using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses to determine the association between FI and ACEs. DATA SOURCES: Google Scholar, PubMed, and Scopus databases were used to find articles relevant to the study. Inclusion criteria included quantitative, qualitative, or mixed-methods studies of humans, using an experimental or observational research design to examine the relationship between FI and ACEs using the validated ACEs measure in its entirety. DATA EXTRACTION: Studies were assessed for study design, data set, population descriptions, and results of the association between FI and ACEs. Additionally, all included studies were assessed for bias and validity. DATA ANALYSIS: A total of 10 articles were included in the systematic review. Of those articles, 9 were reports on cross-sectional studies, and 1 reported on a longitudinal study; however, all 10 studies used a retrospective approach. Six studies were conducted using secondary data. Results reported in all 10 articles indicated a significant positive association between FI and ACEs. Evidence indicated greater odds of FI among individuals with high ACE scores, with most studies indicating a dose-response or a threshold effect of higher ACEs being associated with more severe FI. CONCLUSIONS: FI and ACEs are consistently related. Prevention study interventions should be designed to address FI and problems stemming from ACEs. Filling knowledge gaps regarding the relationship between ACEs and FI is critical for designing nutrition interventions that promote food security, prevent the occurrence of ACEs, and improve health outcomes among vulnerable populations with high ACEs. SYSTEMATIC REVIEW REGISTRATION: PROSPERO registration no.: CRD42020210106.
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Inseguridad Alimentaria , Promoción de la Salud , Estudios Transversales , Humanos , Estudios Longitudinales , Estudios RetrospectivosRESUMEN
We used functional magnetic resonance imaging (fMRI) to investigate cross-sectional differences in functional connectivity across cognitive networks at rest among age and sex matched college students with very low food security [food insecurity (FI); n = 20] and with high food security (n = 20). The participants completed the Behavior Rating Inventory of Executive Function-2 (BRIEF-2) and Adverse Childhood Experiences (ACEs) questionnaires. Seven-minute resting-state fMRI scans were collected. Independent Component Analysis assessed group connectivity differences in three large-scale networks: the default-mode network (DMN), the frontoparietal network (FPN), and the salience network (SN). FI was associated with poorer Global BRIEF scores (adjusted ß = 8.36; 95% CI: 2.32, 14.40) and five BRIEF subscales: Inhibit, Initiate, Working Memory, Plan, and Organize (p-values < 0.05). The students with FI had greater functional connectivity between the FPN and left middle temporal gyrus (cluster size p-FWE = 0.029), the SN and precuneus (cluster size p-FWE < 0.001), and the SN and right middle frontal gyrus (cluster size p-FWE = 0.016) compared to the students with high food security. Exploratory correlations revealed that greater connectivity between the SN and right middle frontal gyrus was associated with poorer BRIEF Inhibit scores (p = 0.038), and greater connectivity between the FPN and left middle temporal gyrus was associated with poorer BRIEF Organize scores (p = 0.024) for the students with FI. Greater functional connectivity between the FPN, DMN, and SN at rest may contribute to executive function difficulties for college students with FI.
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Mapeo Encefálico , Encéfalo , Encéfalo/diagnóstico por imagen , Mapeo Encefálico/métodos , Estudios Transversales , Inseguridad Alimentaria , Humanos , EstudiantesRESUMEN
Health information technology (HIT) can enhance optimal health care access and utilization among individuals living with chronic diseases. This study aimed to provide population-level information on racial/ethnic disparities in HIT use and associated trends among those living with chronic diseases. The study sample consisted of adult respondents (≥18 years) of the 2011-2018 National Health Interview Survey living with at least 1 chronic condition. Binomial regression was used to analyze the association between race/ethnicity, year, and 4 measures of HIT use for patient-provider interaction. Regression parameter estimates were used to predict the trends in probability of the outcome variables across race/ethnicity. About 73% of the study sample were non-Hispanic Whites, 15% were non-Hispanic Blacks, and 13% were Hispanics. Compared to non-Hispanic Whites, there were decreased adjusted odds of any HIT use among non-Hispanic Blacks (OR = 0.72; 95% CI = 0.67, 0.76) and Hispanics (OR = 0.78; 95% CI = 0.72, 0.84). The likelihood of any HIT use increased with increasing year (OR: 1.16; 95% CI = 1.15, 1.18). Trends in racial/ethnic disparities were wider for email communication with provider and online prescription refill compared to online scheduling of appointment. The COVID-19 pandemic has led to accelerated adoption or expansion of HIT for patient care. Limited HIT use among non-Hispanic Blacks and Hispanics could worsen the disproportionate chronic disease burden, suboptimal clinical outcomes, and preventable health care costs experienced by this subpopulation. In conclusion, there is a need for intentional and strategic population-level interventions to increase HIT adoption and use among non-Hispanic Blacks and Hispanics living with chronic diseases.