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PURPOSE: To explore adult community members' perspectives concerning barriers to mental health care that confront rural-dwelling youth. METHODS: Group concept mapping, a participatory community-engaged research method, was used. Adult community members brainstormed and sorted statements describing barriers rural youth encounter in accessing mental health services. Point and cluster maps were created to visualize conceptual similarities between statements. Statements were rated according to their commonness and importance (1: low commonness/importance, 5: high commonness/importance). FINDINGS: Thirty-five adults sorted and/or rated 71 barriers facing rural youth in accessing mental health services. Seven conceptual clusters were identified: system-level barriers, knowledge and communication, youth concerns, parent/guardian concerns, parent/guardian barriers, costs and convenience, and school-level barriers. Within youth concerns, community members also identified a subcluster focused on stigma. Common and important statements related to limited after-school programs and community mental health support initiatives. CONCLUSIONS: Group concept mapping methodology provides structure for conceptualizing challenges facing rural youth in accessing mental health services. Policies should be informed by rural community concerns and priorities. After-school and support programs may align with mental health needs identified by rural communities.
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OBJECTIVE: Health-related quality of life (HRQoL) is a multidimensional indicator of overall health associated with premature mortality. Black men score low on measures of HRQoL, but it is unclear how Black men conceptualize HRQoL and whether there have been efforts to promote HRQoL among these men. The present qualitative study to understand Black men's conceptualization of HRQoL and strategies to improve HRQoL was based in community-based participatory research and the social-ecological model of health. METHOD: A community advisory board (CAB) was established, and the need for an effort to promote HRQoL promotion among Black men was assessed and supported. A focus group protocol was developed in conjunction with the CAB and a group of barbers. Seven focus groups were conducted consisting of 56 Black men in the Southeastern United States. The mean age of participants was 45 years. Two reviewers coded each focus group. Reliability ranged from 71% to 76%. A thematic analysis was conducted, and the findings were confirmed with the CAB. RESULTS: Three themes emerged: (a) a holistic conceptualization of health that includes spiritual functioning among Black men; (b) a state of HRQoL among Black men predominately marked by mental health concerns, in addition to physical and social health concerns; and (c) multilevel determinants of HRQoL among Black men. This last theme consisted of three subthemes related to community-level, interpersonal, and intrapersonal determinants of HRQoL. CONCLUSIONS: Findings from this study can help inform the development of strategies to improve HRQoL and reduce health disparities among Black men. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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OBJECTIVES: To evaluate the NIH All of Us Research Program database as a potential data source for studying allostatic load and stress among adults in the United States (US). MATERIALS AND METHODS: We evaluated the All of Us database to determine sample size significance for original-10 allostatic load biomarkers, Allostatic Load Index-5 (ALI-5), Allostatic Load Five, and Cohen's Perceived Stress Scale (PSS). We conducted a priori, post hoc, and sensitivity power analyses to determine sample sizes for conducting null hypothesis significance tests. RESULTS: The maximum number of responses available for each measure is 21 participants for the original-10 allostatic load biomarkers, 150 for the ALI-5, 22 476 for Allostatic Load Five, and n = 90 583 for the PSS. DISCUSSION: The NIH All of Us Research Program is well-suited for studying allostatic load using the Allostatic Load Five and psychological stress using PSS. CONCLUSION: Improving biomarker data collection in All of Us will facilitate more nuanced examinations of allostatic load among US adults.
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PURPOSE: To examine racial and gender differences in treatment acceptance and relapse potential among rural residents admitted to a substance use disorder (SUD) treatment program. METHODS: A cross-sectional study using data collected from a sample of 1850 rural residents admitted to a South Carolina state-run SUD treatment center between the years of 2018 and 2020. Chi-square and t-tests were used to compare treatment acceptance and relapse potential by race and gender. Multivariate logistic regression analyses was conducted to further examine the relationship of race and gender with treatment acceptance and relapse potential after adjusting for potential confounding variables. FINDINGS: Approximately 50% of participants were classified as being accepting of their treatment and committed to changing their substance use, and there were no racial or gender differences in the bivariate and multivariate analyses. Approximately 25% of participants were classified as having low/no potential risk for relapsing, and there were no racial or gender differences in the bivariate analysis. However, the adjusted odds ratio of relapsing risk were lower among White compared to Black adults [AOR = 0.49 with 95% CI (0.31-0.77)]. CONCLUSION: This study suggests there are no gender or racial differences in treatment acceptance for SUD but that Black adults are at greater risk of relapsing relative to White adults. Additional research is needed to identify factors that increase Black adults' risk for relapse to inform interventions that can improve SUD treatment outcomes in this population.
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In the rural United States, provider shortages, inadequate insurance coverage, high poverty rates, limited transportation, privacy concerns, and stigma make accessing mental healthcare difficult. Innovative, localized strategies are needed to overcome these barriers, but little is known about what strategies may be feasible in, or acceptable to, rural communities. We aimed to identify barriers youth face in accessing mental healthcare in rural Washington State and to generate ideas to improve access. METHODS: Semi-structured, key informant interviews were conducted by telephone with adult community members, including parents, teachers, and healthcare providers. Participants answered questions related to barriers to mental healthcare access that confront youth and approaches to improving access. Detailed, de-identified field notes were analyzed using conventional content analysis. RESULTS: Limited resources and stigma were the two primary barriers to accessing mental healthcare that youth encounter in the community. Limited resources included lack of services and transportation, inconsistent funding and mental health programming, and workforce shortages. Stigma associated with seeking mental healthcare was of particular concern for youth with diverse identities who experience additional stigma. CONCLUSIONS: Improving access to mental healthcare for rural youth will require building a strong mental health workforce and championing efforts to reduce stigma associated with help-seeking.
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Accesibilidad a los Servicios de Salud , Servicios de Salud Mental , Población Rural , Humanos , Servicios de Salud Mental/provisión & distribución , Servicios de Salud Mental/organización & administración , Adolescente , Washingtón , Adulto , Masculino , Femenino , Adulto Joven , Estigma SocialRESUMEN
BACKGROUND: While successful health promotion efforts among Black men have been implemented at barbershops, the focus has largely been on outcomes as opposed to the processes by which outcomes are produced. An understanding of processes can be leveraged in the design and implementation of future efforts to improve the health of Black men. PURPOSE: The objectives of the present study were to: (i) understand peer-derived sources of health-related support at the barbershop and (ii) understand the role of the barbershop in promoting health among Black men. METHODS: Seven focus groups were conducted at barbershops used predominately by Black men. Each focus group lasted between 45 and 60 min. Using a thematic approach, each focus group was independently coded by two coders using a codebook derived from an inductive and deductive approach. The results were confirmed with members of the community advisory board. RESULTS: Three themes emerged: (i) dynamic and candid exchange of health-related support at the barbershop; (ii) tailored forms of health-related and judgment-free communication that provide encouragement and increase motivation; and (iii) characteristics of a supportive environment at the barbershop that facilitate health-related communication. CONCLUSIONS: The findings of the present study offer a potential pathway for public health efforts seeking to improve health among Black men. Those interested in designing and implementing these efforts can create tailored programs for Black men by recognizing and leveraging the unique dynamics of health-related conversations at the barbershop.
For many Black men, barbershops are more than just a place for a haircut. Barbershops are community hubs that have transformed into safe places for difficult conversations about health. The goal of our study was to understand how Black men communicate about health at the barbershop. To address this goal, we conducted focus groups among the true expertsBlack men. We asked them: (i) how do Black men communicate about health at the barbershop? (ii) what do Black men communicate about health at the barbershop? and (iii) what about the barbershop facilitates these conversations? These men indicated that barbershops are a place where Black men can openly and dynamically provide health support to one another through role modeling, passing of wisdom, and passive testimonials. They said their conversations about health are often judgment-free and tailored to provide encouragement and motivation. Finally, they said that the supportive atmosphere of the barbershop facilitates these types of conversations. Although barbershops have been sources of health-related support for Black men for generations, the findings from this study can be used by those developing health promotion programs (in partnership with barbershops) to promote health among Black men.
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Negro o Afroamericano , Grupos Focales , Promoción de la Salud , Grupo Paritario , Investigación Cualitativa , Humanos , Masculino , Negro o Afroamericano/psicología , Adulto , Promoción de la Salud/métodos , Peluquería , Persona de Mediana Edad , Adulto Joven , ComunicaciónRESUMEN
PURPOSE: The National Institute of Health's All of Us Research Program represents a national effort to develop a database to advance health research, especially among individuals historically underrepresented in research, including rural populations. The purpose of this study was to describe the rural populations identified in the All of Us Research Program using the only proxy measure currently available in the dataset. METHODS: Currently, the All of Us Research Program provides a proxy measure of rurality that identifies participants who self-reported delaying care due to far travel distances associated with living in rural areas. Using the All of Us Controlled Tier Dataset v6, we compared sociodemographic and health characteristics of All of Us rural participants identified via this proxy to rural US residents from nationally representative data sources using chi-squared tests. RESULTS: 3.1% of 160,880 All of Us participants were rural, compared to 15%-20% of US residents based on commonly accepted rural definitions. Proportionally more rural All of Us participants reported fair or poor health status, history of cancer, and history of heart disease (P<.01). CONCLUSIONS: The All of Us measure may capture a subset of underserved participants who live in rural areas and experience health care access barriers due to distance. Researchers who use this proxy measure to characterize rurality should interpret their findings with caution due to differences in population and health characteristics using this proxy measure rural compared to other commonly used rural definitions.
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The purpose of the study was to conduct in-depth qualitative interviews to understand the lived experiences of African American parents of overweight adolescents who had previously participated in a family-based weight loss program and to utilize these insights to inform the essential elements of the LEADS trial, an integrated resilience stress management and health promotion intervention. Participants (N = 30) were African American parents and/or caregivers (96.7% female; Mage = 49.73, SD = 10.88; MBMI = 37.63, SD = 8.21) of adolescents with overweight and/or obesity. Interviews were transcribed and coded using inductive and deductive approaches for themes by two independent coders. Inter-rater reliability was acceptable (r = 0.70-0.80) and discrepancies were resolved to 100% agreement. Prominent stress themes included caregiver responsibilities, work, interpersonal family conflict, and physical and emotional consequences of chronic stress. Participants also noted decreases in physical activity and poor food choices due to stress. Coping mechanisms included prayer/meditation, church social support, and talking with family/partner. Results highlight the importance of mitigating stress among African American parents through stress management and cultural/familial resilience approaches to increase the likelihood of engagement in behavioral strategies in health promotion programs. Future studies should assess the utility of incorporating stress management components and health promotion techniques to improve health outcomes among African American families.
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Negro o Afroamericano , Ejercicio Físico , Promoción de la Salud , Padres , Investigación Cualitativa , Estrés Psicológico , Humanos , Femenino , Negro o Afroamericano/psicología , Masculino , Ejercicio Físico/psicología , Padres/psicología , Estrés Psicológico/psicología , Adulto , Adolescente , Persona de Mediana Edad , Promoción de la Salud/métodos , Dieta , Sobrepeso/psicología , Sobrepeso/etnología , Sobrepeso/terapia , Adaptación PsicológicaRESUMEN
INTRODUCTION: Strategies are needed to promote the uptake of preventive health services among Black, Hispanic, and rural men because these men underutilize health services. Previous research indicates that men prefer community-based health promotion programming, such as health fairs; however, specific guidance on how to tailor health fairs for Black, Hispanic, and rural men are lacking. The present seeks to study provides that guidance. METHODS: A multisectoral team developed, implemented, and evaluated a men's health fair in a county of South Carolina with a sizeable Black, Hispanic, and rural-dwelling population. Although the health fair was open to all men in the county, specific outreach campaigns were implemented to attract Black and Hispanic men. The health fair occurred on Father's Day weekend in 2023 and consisted of health screenings, health information, and other resources (eg, condoms, research studies). Participants who attended the health fair were asked to complete a check-in survey (N = 103) that assessed demographic information and how they heard about the health fair, followed by a survey (N = 58) that assessed facilitators/barriers to participation in a men's health fair. RESULTS: Results were stratified by the gender of respondent. The results highlight the facilitators/barriers experienced by men to attending health fairs and also highlight important differences in facilitators/barriers for men to attend a health fair as perceived by men and women. CONCLUSIONS: These findings have implications for the design and implementation of future men's health fairs to promote preventive health service use among Black, Hispanic, and rural men.
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Exposiciones Educacionales en Salud , Salud del Hombre , Femenino , Humanos , Masculino , Población Negra , Promoción de la Salud , Hispánicos o Latinos , Población RuralRESUMEN
BACKGROUND: Nursing Doctor of Philosophy program enrollment has declined. Undergraduate nursing student (UGS) research engagement is associated with future graduate education, an essential element for building the nursing faculty pipeline. PURPOSE: (a) To describe the infrastructure and culture-enhancing resources and strategies associated with building UGS research engagement and (b) to evaluate UGS research engagement. METHODS: Guided by a socioecological systems model university and college documents, databases, and college of nursing survey results were used to identify approaches to, and outcomes of, engaging UGS in research. Descriptive statistics were calculated to illustrate 5-year UGS research engagement trends. FINDINGS: Resources and strategies included grant funding, research assistant funding, student research showcases, and faculty mentorship. UGS research 5-year engagement trends included (a) a 75% increase in the number of students mentored, (b) a 30% rise in funded research proposals, and (c) a 54% increase in paid research assistantships. DISCUSSION: Purposefully using existing resources, growing the college of nursing infrastructure, and cultivating a culture recognizing faculty contributions were approaches associated with increased UGS research engagement.
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Bachillerato en Enfermería , Estudiantes de Enfermería , Humanos , Bachillerato en Enfermería/métodos , Mentores , Docentes de Enfermería , Análisis de SistemasRESUMEN
INTRODUCTION: Childhood obesity has been associated with numerous poor health conditions, with geographic disparities demonstrated. Limited research has examined the association between rurality and food security, physical activity, and overweight or obesity among children. We examined rates of food security, physical inactivity, and overweight or obesity among rural and urban children and adolescents, and associations between rurality and these 3 outcomes. METHODS: We used cross-sectional data from a nationally representative sample of children and adolescents aged 10 to 17 years from the 2019-2020 National Survey of Children's Health (N = 23,199). We calculated frequencies, proportions, and unadjusted associations for each variable by using descriptive statistics and bivariate analyses. We used multivariable logistic regression models to examine the association between rurality and food security, physical activity, and overweight or obesity. RESULTS: After adjusting for sociodemographic factors, rural children and adolescents had higher odds than urban children and adolescents of being overweight or obese (adjusted odds ratio = 1.30; 95% CI, 1.11-1.52); associations between rurality and physical inactivity and food insecurity were not significant. CONCLUSION: The information from this study is timely for policy makers and community partners to make informed decisions on the allocation of healthy weight and obesity prevention programs for children and adolescents in rural settings. Our study provides information for public health programming and the designing of appropriate dietary and physical activity interventions needed to reduce disparities in obesity prevention among children and adolescents.
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Sobrepeso , Obesidad Infantil , Niño , Humanos , Adolescente , Sobrepeso/epidemiología , Obesidad Infantil/epidemiología , Estudios Transversales , Ejercicio Físico , Seguridad Alimentaria , Índice de Masa CorporalRESUMEN
Physical inactivity is a modifiable behavioral risk factor for breast cancer. Chinese American women have an increased breast cancer incidence and a low prevalence of meeting physical activity (PA) recommendations, yet little is known about their knowledge and experience regarding PA and breast cancer prevention. Given the significant cultural differences between Eastern and Western societies, effective interventions to promote PA among Chinese American women require understanding their knowledge levels regarding PA in breast cancer prevention and their PA experiences through a cultural lens. This qualitative descriptive study used virtual semi-structured individual interviews to explore Chinese American women's knowledge and perception of PA, their understanding of the role of PA in breast cancer prevention, and influence of culture and acculturation on PA experience. Twenty-one Chinese American women residing in eight states were interviewed. Using thematic analysis, four themes emerged: A limited appreciation of the preventability of breast cancer, variability in PA perception, Chinese culture norms and lifestyles influencing PA behavior, and the influence of the process of acculturation on PA behavior. Chinese American women had a limited understanding of PA in breast cancer prevention. Chinese culture, lifestyles, and traditional Chinese medicine positively and negatively influence Chinese American women's PA behaviors. When exposed to American culture, Chinese American women tended to adopt new PA behaviors, including increasing leisure-time PA while decreasing occupation- and transportation-related PA. Interventions to increase PA and reduce breast cancer risk among Chinese American women should address cultural factors and acculturation along with education and behavioral change strategies.
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Neoplasias de la Mama , Femenino , Humanos , Estados Unidos/epidemiología , Neoplasias de la Mama/prevención & control , Asiático , Ejercicio Físico , Investigación Cualitativa , AculturaciónRESUMEN
African American (AA) men in the rural South may be at high risk for experiencing adverse health outcomes from substance use (SU). We conducted a scoping review to explore the research on SU among rural AA men in the rural South of the United States (US). Ten articles addressed the following thematic areas pertaining to SU: factors associated with SU (n = 6), associations between substance use and health outcomes (n = 2), and the influence of impulsivity on SU (n = 2). Additional research on SU among AA men in the rural South is needed, particularly pertaining to treatment-related considerations.
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The purpose of this study was to assess Asian American (AsAm) women's physical activity (PA) and identify predictors (sociodemographic, health-related, and acculturation) of leisure, transportation, and work PA (LPA, TPA, and WPA; respectively). We used data from 1605 AsAm women in the 2011-2018 National Health and Nutrition Examination Survey. PA was self-reported as minutes of weekly LPA, TPA, and WPA. Multivariable logistic regression was performed to build models for meeting the recommendation of ≥150 min of weekly moderate-vigorous intensity PA for each PA domain. About 34% of AsAms met the aerobic PA recommendation through LPA, 16% through WPA, and 15% through TPA. However, less than half of AsAm women met the aerobic PA recommendation through work, transportation, or leisure PA. For the work domain, odds of meeting the aerobic PA recommendation were lower for those who were older (p <.001), had lower body mass index (p =.011), or were non-English speaking (p <.001). For the transportation domain, odds of meeting the aerobic PA recommendation were higher in those who were older (p =.008), were single (p =.017), had lower systolic blood pressure (p =.009), or were living in the US for <15 years (p =.034). For the leisure domain, odds of meeting the aerobic PA recommendation were higher in those with higher education (p <.001), were single (p =.016), had better perceived health status (p-value <0.001), or were US-born (p <.001). Sociodemographics, health-related, and acculturation factors influenced PA differently for each domain. Findings from this study can inform approaches to increase PA across different domains.
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BACKGROUND: Emerging adulthood (18-25 years old) is a distinct developmental period in which multiple life transitions pose barriers to engaging in healthy lifestyle behaviors that reduce cardiovascular disease risk. There is limited theory-based research on African American emerging adults. OBJECTIVE: This article introduces a synthesized empirically testable situation-specific theory for cardiovascular disease prevention in African American emerging adults. METHODOLOGY: Im and Meleis' integrative approach was used to develop the situation-specific theory. RESULTS: Unlocking Population-Specific Treatments to Render Equitable Approach and Management in Cardiovascular Disease is a situation-specific theory developed based on theoretical and empirical evidence and theorists' research and clinical practice experiences. DISCUSSION: African American emerging adults have multifaceted factors that influence health behaviors and healthcare needs. Unlocking Population-Specific Treatments to Render Equitable Approaches and Management in Cardiovascular Disease has the potential to inform theory-guided clinical practice and nursing research. Recommendations for integration in nursing practice, research, and policy advocacy are presented. Further critique and testing of the theory are required.
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RATIONALE AND OBJECTIVE: Black men in the rural South of the United States (US) are underrepresented in weight management behavioral trials. Qualitative research is needed to inform interventions that can reduce obesity and health disparities in this population. We explored how intrapersonal, social, and environmental factors affect motivation and weight-related behaviors and how to culturally adapt behavioral interventions for Black men in the rural South. METHODS: We conducted individual telephone interviews with 23 Black men (mean age 50 ± 14 years) with overweight or obesity living in rural South Carolina communities in 2020 and 2021. Interviews were audio recorded, professionally transcribed, and coded by two men's health researchers who achieved an intercoder reliability of 70%. Content analysis using QSR NVivo 12 was used to generate themes using deductive and inductive approaches. RESULTS: Physical health and health behaviors were perceived as key determinants of overall health. Family, friends, and other social contacts often provided positive social support that increased motivation but also hindered motivation by engaging in behaviors men were trying to avoid. Younger participants had stronger views of rural environments not supporting healthy lifestyles, which compounded personal challenges such as time constraints and lack of motivation. Comfort was discussed as a critical program consideration, and gender concordance among program participants and facilitators was perceived as promoting comfort. Participants noted preferences and benefits of in-person, group programs emphasizing physical activity, and younger participants more strongly endorsed programs that incorporated sports and competition. CONCLUSIONS: Findings from this study provide important evidence to inform the development of weight management interventions for Black men in the rural US South. Based on these findings, an innovative, competitive "football-themed" weight management program promoting peer support and integrating competitive physical activities is being evaluated for younger Black men in the rural South.
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Motivación , Obesidad , Masculino , Humanos , Estados Unidos , Adulto , Persona de Mediana Edad , Reproducibilidad de los Resultados , Obesidad/terapia , Obesidad/epidemiología , Investigación Cualitativa , South CarolinaRESUMEN
INTRODUCTION: The purpose of this study was to examine geographic variation in the availability of and barriers to school-based mental health services. METHODS: A weighted, nationally representative sample of U.S. public schools from the 2017-2018 School Survey on Crime and Safety was used. Schools reported the provision of diagnostic mental health assessments and/or treatment as well as factors that limited the provision of mental health services. Availability of mental health services and factors limiting service provision were examined across rurality, adjusting for school enrollment and grade level. The analysis was conducted in December 2021. RESULTS: Half (51.2%) of schools reported providing mental health assessments, and 38.3% reported providing treatment. After adjusting for enrollment and grade level, rural schools were 19% less likely, town schools were 21% less likely, and suburban schools were 11% less likely to report providing mental health assessments than city schools. Only suburban schools were less likely than city schools to provide mental health treatment (incidence rate ratio=0.85; 95% CI=0.72, 1.00). Factors limiting the provision of services included inadequate access to professionals (70.9%) and inadequate funding (77.0%), which were most common among rural schools. CONCLUSIONS: Significant inequities in school-based mental health services exist outside of urban areas.
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Servicios de Salud Mental , Instituciones Académicas , Humanos , Población Rural , Estudiantes , Servicios de Salud EscolarRESUMEN
INTRODUCTION: Asian Americans (AsAms) have a high prevalence of metabolic syndrome (MetS) and are one of the least physically active racial groups in America. The purpose of this study was to examine the relationship between MetS and moderate-to-vigorous physical activity (MVPA) among AsAm adults and whether acculturation modifies this relationship. METHOD: Data were from 2,259 AsAms participating in the 2011-2016 National Health and Nutrition Examination Survey. Physical activity (PA) was self-reported as minutes of weekly MVPA. Acculturation included nativity, length of residency in America, and language preference. The International Diabetes Federation criteria was used to determine the presence of MetS. RESULTS: About 64.4% of AsAms did not meet the PA recommendation (MVPA ≥150 min/week). The prevalence of MetS was 39.2%. The odds of having MetS were greater among AsAms who did not meet MVPA recommendations compared with those who did meet MVPA recommendations (odds ratio [OR] = 1.5, 95% confidence interval [CI] = [1.11, 2.07]). When stratified by acculturation, this association remained statistically significant in the groups who immigrated to America more than 15 years ago and who spoke English only. CONCLUSION: MVPA reduces MetS risk in AsAm adults, especially among more acculturated AsAms. Culturally adapted programs are warranted to promote PA and adequate knowledge of disease prevention in this population.
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Síndrome Metabólico , Aculturación , Adulto , Asiático , Ejercicio Físico , Humanos , Síndrome Metabólico/complicaciones , Síndrome Metabólico/epidemiología , Encuestas NutricionalesRESUMEN
Background: Residents of rural areas face barriers beyond geography and distance when accessing medical care services. The purpose of this study was to characterize medical care access barriers across several commonly used classifications of rurality. Methods: Washington State household residents completed a mixed-mode (paper/online) health care access survey between June 2018 and December 2019 administered to a stratified random sample of ZIP codes classified as urban, suburban, large rural, and small rural (4-tier scheme). For analyses, rurality was also classified into 2-tier schemes (rural/urban) based on ZIP code and county. Respondents reported availability of medical care services and system- and individual-level barriers to accessing services. Logistic regression models estimated the odds of reporting system- or individual-level barriers in accessing medical care services across rurality (4- and 2-tier schemes), adjusting for respondent characteristics, and weighted to account for survey design. Results: About 617 households completed the survey (25.7% response rate). Compared to urban residents (across all 3 schemes), more rural residents reported traveling to a distant city or town for medical care (P < .001). Rurality was significantly associated with increased odds of facing system-level barriers. Respondents from small rural areas had greater odds access barriers for primary care (OR 7.31, 95% CI 1.84-29.09) and having no primary care provider (OR 11.37, 95% CI 3.03-42.75) compared to urban respondents. Individual-level barriers were not associated with rurality. Conclusions: To improve healthcare access across the rural-urban spectrum, policymakers must consider system-level barriers facing rural populations.