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1.
BMC Res Notes ; 13(1): 306, 2020 Jun 26.
Artigo em Inglês | MEDLINE | ID: mdl-32591027

RESUMO

OBJECTIVE: This secondary data analysis examined associations among perceived neighborhood environmental factors, physical activity (PA), and the presence of metabolic syndrome (MS) in Mexican-American (MA) adults. Seventy-five MA adults (mean age of 37.9 ± 9.3 years) provided anthropometric, biomarker, and survey data. The Neighborhood Scales Questionnaire evaluated six perceived neighborhood factors: walking environment, aesthetic quality, safety, violence, social cohesion, and activities with neighbors. The Rapid Assessment of PA questionnaire assessed PA. MS was determined according to ATP III criteria. RESULTS: PA was significantly associated with MS (OR = .338, CI .204-.738). Neighborhood factors of safety (B = .255, p = .024), walking environment (B = .384, p = .001), and social cohesion (B = .230, p = .043) were positively associated with PA. No other neighborhood factors were significantly related to PA. Analyses examining whether neighborhood factors moderated the relationship between PA and MS were not significant.


Assuntos
Exercício Físico , Síndrome Metabólica/etnologia , Americanos Mexicanos/estatística & dados numéricos , Características de Residência/estatística & dados numéricos , Adulto , Arizona/etnologia , Estudos Transversais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
2.
Ann Behav Med ; 54(4): 223-236, 2020 03 24.
Artigo em Inglês | MEDLINE | ID: mdl-31586174

RESUMO

BACKGROUND: Little research has been conducted that integrates, in one explanatory model, the multitude of factors potentially leading to disparities among Latino children. PURPOSE: A longitudinal, observational study tested an explanatory model for disparities in asthma control between Mexican and Puerto Rican children with persistent asthma requiring daily controller medication use. METHODS: Mexican and Puerto Rican children aged 5-12 years (n = 267) and their caregivers (n = 267) were enrolled and completed interviews and child spirometry at baseline and 3, 6, 9, and 12 months postenrollment. A 12 month retrospective children's medical record review was completed. Participants were recruited from two school-based health clinics and the Breathmobile in Phoenix, AZ, and two inner-city hospital asthma clinics in the Bronx, NY. RESULTS: Statistically significant differences in the social/contextual predictors of asthma illness representations (IRs) were noted between Mexican and Puerto Rican caregivers. The structural equation model results revealed differences in asthma control over time by ethnicity. This model accounted for 40%-48% of the variance in asthma control test scores over 12 months. Caregivers' IRs aligned with the professional model of asthma management were associated with better children's asthma control across 1 year. These results also supported the theoretical notion that IRs change over time impacting caregivers' treatment decisions and children's asthma control. CONCLUSIONS: These findings extend a previous cross-sectional model test using a more comprehensive model and longitudinal data and highlight the importance of considering within-group differences for diagnosis and treatment of children coming from the vastly heterogeneous Latino umbrella group. TRIAL REGISTRATION: Trial number NCT01099800.


Assuntos
Asma/etnologia , Asma/enfermagem , Cuidadores/estatística & dados numéricos , Disparidades nos Níveis de Saúde , Hispânico ou Latino/estatística & dados numéricos , Arizona/etnologia , Criança , Pré-Escolar , Feminino , Humanos , Estudos Longitudinais , Masculino , Americanos Mexicanos/estatística & dados numéricos , Modelos Estatísticos , Cidade de Nova Iorque/etnologia , Porto Rico/etnologia , Estudos Retrospectivos
3.
BMC Nephrol ; 20(1): 397, 2019 10 29.
Artigo em Inglês | MEDLINE | ID: mdl-31664935

RESUMO

BACKGROUND: In type 2 diabetes (T2DM), the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation for estimated glomerular filtration rate (eGFR) systematically underestimates the measured adjusted glomerular filtration rate (aGFR) when aGFR is high. We studied the extent to which glycemic variables associate with kidney function, and developed equations including these variables that estimate aGFR in people with T2DM. METHODS: Diabetic Pima people had aGFR measured from iothalamate clearance divided by body surface area. eGFRs < 60 ml/min/1.73m2 were excluded. Multivariate linear regression identified variables correlated with kidney function. We constructed equations for approximating aGFR. Correlation analysis and 10-fold cross-validation were used to compare the CKD-EPI equation and the new approximating equations to the measured aGFR. Ability to detect hyperfiltration, defined as aGFR > 120 ml/min/1.73m2, was compared by analysis of receiver-operating (ROC) curves. RESULTS: aGFR was measured 2798 times in 269 individuals. HbA1c, fasting plasma glucose (FPG), age, and serum creatinine (SCR) were significantly associated with aGFR. The best equations for approximating aGFR used HbA1c and FPG in addition to age and SCR. They approximate aGFR in this cohort of obese people with T2DM more precisely than the CKD-EPI equation. Analysis of ROC curves show that these equations detect hyperfiltration better than does the CKD-EPI equation. CONCLUSIONS: HbA1c, FPG, age, and SCR yielded the best equations for estimating aGFR in these subjects. The new equations identify hyperfiltration better than the CKD-EPI equation in this cohort and may inform clinical decisions regarding hyperfiltration in individuals with T2DM.


Assuntos
Glicemia/análise , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/fisiopatologia , Jejum/sangue , Taxa de Filtração Glomerular/fisiologia , Indígenas Norte-Americanos , Fatores Etários , Arizona/etnologia , Creatinina/sangue , Diabetes Mellitus Tipo 2/etnologia , Nefropatias Diabéticas/etnologia , Feminino , Teste de Tolerância a Glucose , Hemoglobina A/análise , Humanos , Rim/fisiopatologia , Modelos Lineares , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Curva ROC , Grupos Raciais , Análise de Regressão , Fatores Sexuais
4.
Cancer Med ; 8(15): 6780-6788, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31509346

RESUMO

BACKGROUND: Racial/ethnic minority groups have a higher burden of renal cell carcinoma (RCC), but RCC among Hispanic Americans (HAs) and American Indians and Alaska Natives (AIs/ANs) are clinically not well characterized. We explored variations in age at diagnosis and frequencies of RCC histologic subtypes across racial/ethnic groups and Hispanic subgroups using National Cancer Database (NCDB) and Arizona Cancer Registry Data. METHODS: Adult RCC cases with known race/ethnicity were included. Logistic regression analysis was performed to estimate odds and 95% confidence interval (CI) of early-onset (age at diagnosis <50 years) and diagnosis with clear cell RCC (ccRCC) or papillary RCC. RESULTS: A total of 405 073 RCC cases from NCDB and 9751 cases from ACR were identified and included. In both datasets, patients from racial/ethnic minority groups had a younger age at diagnosis than non-Hispanic White (NHW) patients. In the NCDB, AIs/ANs had twofold increased odds (OR, 2.21; 95% CI, 1.88-2.59) of early-onset RCC compared with NHWs. HAs also had twofold increased odds of early-onset RCC (OR, 2.14; 95% CI, 1.79-2.55) in the ACR. In NCDB, ccRCC was more prevalent in AIs (86.3%) and Mexican Americans (83.5%) than NHWs (72.5%). AIs/ANs had twofold increased odds of diagnosis with ccRCC (OR, 2.18; 95% CI, 1.85-2.58) in the NCDB, but the association was stronger in the ACR (OR, 2.83; 95% CI, 2.08-3.85). Similarly, Mexican Americans had significantly increased odds of diagnosis with ccRCC (OR, 2.00; 95% CI, 1.78-2.23) in the NCDB. CONCLUSIONS: This study reports younger age at diagnosis and higher frequencies of ccRCC histologic subtype in AIs/ANs and Hispanic subgroups. These variations across racial/ethnic groups and Hispanic subgroups may have potential clinical implications.


Assuntos
Carcinoma de Células Renais/etnologia , Carcinoma de Células Renais/patologia , Neoplasias Renais/etnologia , Neoplasias Renais/patologia , Fatores Etários , Idade de Início , Idoso , Arizona/etnologia , Feminino , Hispânico ou Latino/estatística & dados numéricos , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Estados Unidos
5.
BMC Health Serv Res ; 18(1): 629, 2018 08 10.
Artigo em Inglês | MEDLINE | ID: mdl-30097012

RESUMO

BACKGROUND: Native American communities experience greater burden of diabetes than the general population, including high rates of Type 2 diabetes among women of childbearing age. Diabetes in pregnancy is associated with risks to both the mother and offspring, and glycemic control surrounding the pregnancy period is of vital importance. METHODS: A retrospective chart review was conducted at a major Navajo Area Indian Health Service (IHS) hospital, tracking women with pre-existing diabetes who became pregnant between 2010 and 2012. Logistic regression was performed to find patient-level predictors of our desired primary outcome-having hemoglobin A1c (HbA1c) consistently < 8% within 2 years after pregnancy. Descriptive statistics were generated for other outcomes, including glycemic control and seeking timely IHS care. RESULTS: One hundred twenty-two pregnancies and 114 individuals were identified in the dataset. Baseline HbA1c was the only covariate which predicted our primary outcome (OR = 1.821, 95% CI = 1.184-2.801). Examining glycemic control among pregnancies with complete HbA1c data (n = 59), 59% were controlled before, 85% during, and 34% after pregnancy. While nearly all women received care in the immediate postpartum period, only 49% of women visited a primary care provider and 71% had HbA1c testing in the 2 years after pregnancy. CONCLUSIONS: This is the first analysis of outcomes among women with diabetes in pregnancy in Navajo Nation, the largest reservation and tribal health system in the United States. Our findings demonstrate the positive impact of specialized prenatal care in achieving glycemic control during pregnancy, while highlighting the challenges in maintaining glycemic control and continuity of healthcare after pregnancy.


Assuntos
Diabetes Mellitus Tipo 2/prevenção & controle , Indígenas Norte-Americanos/etnologia , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Gravidez em Diabéticas/prevenção & controle , Adolescente , Adulto , Arizona/etnologia , Glicemia/metabolismo , Diabetes Mellitus Tipo 2/sangue , Diabetes Mellitus Tipo 2/etnologia , Utilização de Instalações e Serviços , Feminino , Hemoglobinas Glicadas/metabolismo , Serviços de Saúde do Indígena/estatística & dados numéricos , Humanos , Indígenas Norte-Americanos/estatística & dados numéricos , Modelos Logísticos , Pessoa de Meia-Idade , New Mexico/etnologia , Cuidado Pós-Natal/estatística & dados numéricos , Gravidez , Gravidez em Diabéticas/sangue , Gravidez em Diabéticas/etnologia , Cuidado Pré-Natal/estatística & dados numéricos , Estudos Retrospectivos , Estados Unidos , Utah/etnologia , Adulto Jovem
6.
Artigo em Inglês | MEDLINE | ID: mdl-29889946

RESUMO

Binge drinking appears to be a risk factor, facilitator, and method of suicidal and non-suicidal self-injury for some American Indian (AI) youth. We examined characteristics, patterns, and motivations for binge use among AI adolescents (N = 69; 10-19 years-old) who recently engaged in binge drinking. The majority used alcohol alone (53.7%) or a combination of alcohol and marijuana (31.3%) for their binge event. Gender differences emerged with boys more severely affected than girls. Forty-seven percent reported lifetime suicidal thoughts. This study represents one of the first in-depth examinations of substance use and related behaviors among AI adolescents who have engaged in recent binge use.


Assuntos
Consumo Excessivo de Bebidas Alcoólicas/etnologia , Indígenas Norte-Americanos/etnologia , Comportamento Autodestrutivo/etnologia , Transtornos Relacionados ao Uso de Substâncias/etnologia , Consumo de Álcool por Menores/etnologia , Adolescente , Arizona/etnologia , Criança , Estudos Transversais , Feminino , Humanos , Masculino
7.
Artigo em Inglês | MEDLINE | ID: mdl-29889948

RESUMO

Physical activity (PA) may improve quality of life and survival among cancer survivors; however, little is known about Navajo cancer survivor PA. We evaluated Navajo cancer survivor PA habits, barriers, and preferences through focus groups and interviews (n = 32). Transcripts were coded in NVivo and major themes summarized by consensus. Survivor exercise guidelines were largely unknown, but movement, resilience and life balance were valued. Most participants reported at ≥1 mode of current PA (n = 24; 71% walking, 46% work/homesteading). Barriers to PA included treatment side effects, limited access to programs, fear of "over doing it," and family/friends encouraging rest. Preferences for PA varied.


Assuntos
Sobreviventes de Câncer/estatística & dados numéricos , Terapia por Exercício/estatística & dados numéricos , Exercício Físico , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Indígenas Norte-Americanos/etnologia , Aceitação pelo Paciente de Cuidados de Saúde/etnologia , Adulto , Idoso , Arizona/etnologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pesquisa Qualitativa
8.
Artigo em Inglês | MEDLINE | ID: mdl-29519623

RESUMO

OBJECTIVE: The aim of this study was to investigate the demographic profile of Native American patients with concomitant facial fractures and closed head injuries (CHIs) and to explore the validation of the craniofacial crumple zone. STUDY DESIGN: This was a retrospective, observational, case-control study of 2131 maxillofacial fractures from 2010 to 2014, of which 173 (8%) had concomitant CHIs. RESULTS: Of the study patients, 133 (77%) were males (mean age 40.6 years). Only 2.1% of the local population was Native American, but this group represented 24% of the patients with CHIs and sustained 4.6 times more (P value < .001) assault injuries and 2.6 times more concussion (P value < .001) compared with other groups. Other trauma comparisons were not significant. Of the 173 study patients, 86 (50%), had blood alcohol levels which exceeded 80 mg/100 mL compared with 93% of the Native Americans. CONCLUSIONS: Native American patients had a highly significant predisposition to violence and road traffic accidents resulting in maxillofacial fractures and CHIs. The high blood alcohol levels found in this group also reflected longstanding serious sociologic problems. This study provides a useful model to investigate the relative ethnic/racial role of comminuted paranasal structures for the protection of the brain (i.e., the crumple zone).


Assuntos
Traumatismos Cranianos Fechados/epidemiologia , Indígenas Norte-Americanos/estatística & dados numéricos , Fraturas Cranianas/epidemiologia , Adulto , Arizona/epidemiologia , Arizona/etnologia , Estudos de Casos e Controles , Demografia , Feminino , Traumatismos Cranianos Fechados/etnologia , Humanos , Masculino , Estudos Retrospectivos , Fraturas Cranianas/etnologia
9.
Violence Against Women ; 24(8): 879-900, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29332490

RESUMO

Despite Latinos being the largest growing population in the United States, research has not examined the impact of social structures on the well-being of Latina immigrants; negative social discourse and restrictive laws exacerbate inequality and discrimination in this population. Through combined inductive/deductive analysis of in-depth semistructured interviews, we examined immigrant Mexican mothers' ( N = 32) descriptions of oppression in the United States. All five forms of oppression, described in Young's oppression framework are evident: exploitation, violence, marginalization, cultural imperialism, and powerlessness. Discrimination places a high burden on Latinas due to the intersection of forms of oppression and nondominant identities.


Assuntos
Carência Cultural , Americanos Mexicanos/psicologia , Mães/psicologia , Adulto , Arizona/etnologia , Vítimas de Crime/psicologia , Feminino , Humanos , Entrevistas como Assunto/métodos , Autonomia Pessoal , Pesquisa Qualitativa , Violência/etnologia , Violência/psicologia
10.
Child Dev ; 89(3): 1004-1021, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-28252176

RESUMO

Neighborhood Latino ethnic concentration, above and beyond or in combination with mothers' and fathers' ethnic socialization, may have beneficial implications for minority adolescents' ethnic attitude and identity development. These hypotheses, along with two competing hypotheses, were tested prospectively (from x¯age = 12.79-15.83 years) in a sample of 733 Mexican-origin adolescents. Neighborhood ethnic concentration had beneficial implications for ethnic identity processes (i.e., ethnic exploration and perceived peer discrimination) but not for ethnic attitudes. For Mexico-born adolescents, high maternal ethnic socialization compensated for living in neighborhoods low on ethnic concentration. Findings are discussed vis-à-vis the ways in which they address major gaps in the neighborhood effects literature and the ethnic and racial identity development literature.


Assuntos
Americanos Mexicanos/psicologia , Pais , Características de Residência , Identificação Social , Socialização , Adolescente , Arizona/etnologia , Criança , Feminino , Humanos , Masculino , México/etnologia
11.
J Thromb Haemost ; 15(6): 1078-1085, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28378522

RESUMO

Essentials Plasminogen activator inhibitor-1 (PAI-1) advanced cellular senescence in experiment studies. No population study exists on the association between PAI-1 and biological aging in American Indians. We found cross-sectional and longitudinal associations between higher PAI-1 and shorter telomere length. Our findings suggest a pathway linking PAI-1 with biological aging beyond metabolic factors. SUMMARY: Background Plasminogen activator inhibitor-1 (PAI-1) promotes cellular aging both in vitro and in vivo. Telomere length is a marker of biological aging. Objectives To examine the cross-sectional and longitudinal associations between plasma PAI-1 and leukocyte telomere length in a large-scale epidemiological study of American Indians. Methods We measured leukocyte telomere length (LTL) and plasma PAI-1 in 2560 American Indians who were free of overt cardiovascular disease (CVD) and participated in the Strong Heart Family Study (SHFS) clinical examination in 2001-2003. LTL and PAI-1 were repeatedly measured in 475 participants who attended SHFS clinical visits in both 2001-2003 and 1998-1999. A generalized estimating equation model was used to examine the cross-sectional and longitudinal associations between PAI-1 and LTL, adjusting for known risk factors. Results A higher level of plasma PAI-1 was negatively associated with shorter age-adjusted LTL (ß = -0.023; 95% CI, -0.034 to -0.013). This association was attenuated (ß = -0.015; 95% CI, -0.029 to -0.002) after adjustments for demographics, study site, lifestyle (smoking, drinking and physical activity) and metabolic factors (obesity, blood pressure, fasting glucose, insulin, lipids and kidney function). Further adjustment for hsCRP did not change this association (ß = -0.015; 95% CI, -0.029 to -0.001). Longitudinal analysis revealed that change in plasma PAI-1 was also inversely associated with change in LTL after adjusting for demographics, follow-up years, lifestyle factors, changes in metabolic factors, baseline levels of PAI-1 and LTL (ß = -0.0005; 95% CI, -0.0009 to -0.0001). Conclusions A higher level of plasma PAI-1 was associated with shorter LTL in American Indians. This finding may suggest a potential role of PAI-1 in biological aging among American Indians.


Assuntos
Indígenas Norte-Americanos , Leucócitos/citologia , Inibidor 1 de Ativador de Plasminogênio/metabolismo , Telômero/ultraestrutura , Adulto , Consumo de Bebidas Alcoólicas , Arizona/etnologia , Glicemia/análise , Pressão Sanguínea , Estudos Transversais , Exercício Físico , Feminino , Voluntários Saudáveis , Humanos , Insulina/sangue , Testes de Função Renal , Estilo de Vida , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , North Dakota/etnologia , Obesidade/complicações , Oklahoma/etnologia , Fumar , South Dakota/etnologia , Estados Unidos , Adulto Jovem
13.
Pharmacogenet Genomics ; 27(5): 169-178, 2017 05.
Artigo em Inglês | MEDLINE | ID: mdl-28181923

RESUMO

OBJECTIVE: The Northern Plains (NP) and Southwest (SW) American Indian populations differ in their smoking patterns and lung cancer incidence. We aimed to compare CYP2A6 genetic variation and CYP2A6 enzyme activity (representative of the rate of nicotine metabolism) between the two tribal populations as these have previously been associated with differences in smoking, quitting, and lung cancer risk. PARTICIPANTS AND METHODS: American Indians (N=636) were recruited from two different tribal populations (NP in South Dakota, SW in Arizona) as part of a study carried out as part of the Collaborative to Improve Native Cancer Outcomes P50 Project. A questionnaire assessed smoking-related traits and demographics. Participants were genotyped for CYP2A6 genetic variants *1B, *2, *4, *7, *9, *12, *17, and *35. Plasma and/or saliva samples were used to measure nicotine's metabolites cotinine and 3'-hydroxycotinine and determine CYP2A6 activity (3'-hydroxycotinine/cotinine, i.e. the nicotine metabolite ratio, NMR). RESULTS: The overall frequency of genetically reduced nicotine metabolizers, those with CYP2A6 decrease-of-function or loss-of-function alleles, was lower in the NP compared with the SW (P=0.0006). The CYP2A6 genotype was associated with NMR in both tribal groups (NP, P<0.0001; SW, P=0.04). Notably, the rate of nicotine metabolism was higher in NP compared with SW smokers (P=0.03), and in comparison with other ethnic groups in the USA. Of the variables studied, the CYP2A6 genotype was the only variable to significantly independently influence NMR among smokers in both tribal populations (NP, P<0.001; SW, P=0.05). CONCLUSION: Unique CYP2A6 allelic patterns and rates of nicotine metabolism among these American Indian populations suggest different risks for smoking, and tobacco-related disease.


Assuntos
Citocromo P-450 CYP2A6/genética , Indígenas Norte-Americanos/etnologia , Neoplasias Pulmonares/epidemiologia , Nicotina/metabolismo , Variantes Farmacogenômicos , Fumar/efeitos adversos , Adulto , Idoso , Idoso de 80 Anos ou mais , Arizona/etnologia , Citocromo P-450 CYP2A6/metabolismo , Feminino , Humanos , Indígenas Norte-Americanos/genética , Masculino , Pessoa de Meia-Idade , Nicotina/efeitos adversos , Razão de Chances , Fenótipo , Fumar/genética , South Dakota/etnologia , Adulto Jovem
14.
Artigo em Inglês | MEDLINE | ID: mdl-27115131

RESUMO

The growing national racial and ethnic diversity has created a greater need for health care delivery systems and health care providers to be more responsive to unique patient needs, that goes beyond meeting the immediate health problems to include attention to other critical component of patient care that take into account cultural competency such as health literacy, health beliefs and behaviors, cultural practices, etc.


Assuntos
Assistência à Saúde Culturalmente Competente/organização & administração , Indígenas Norte-Americanos/etnologia , Medicina Tradicional , Assistência Centrada no Paciente/organização & administração , United States Indian Health Service/organização & administração , Arizona/etnologia , Humanos , Estados Unidos
15.
Artigo em Inglês | MEDLINE | ID: mdl-27115132

RESUMO

National concerns about reducing the persistent health disparities found among varying racial and ethnic populations have led to initiatives to improve health care delivery systems. Many of these initiatives also promote the cultural competence of health care providers as a way to meet unique patient needs that go beyond immediate health problems, and to account for other critical components of patient care, such as health literacy, health beliefs and behaviors, and cultural practices. This case study describes a patient-centered care model developed by the Chinle Comprehensive Health Care Facility on the Navajo Reservation in Arizona, a model that has added a cadre of traditional tribal practitioners as part of its hospital and other clinical service resources.


Assuntos
Indígenas Norte-Americanos/etnologia , Colaboração Intersetorial , Medicina Tradicional , Assistência Centrada no Paciente/organização & administração , Adolescente , Adulto , Arizona/etnologia , Criança , Feminino , Humanos , Masculino , Adulto Jovem
16.
Biostatistics ; 17(3): 405-21, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-26704765

RESUMO

Sufficient dimension reduction is widely applied to help model building between the response [Formula: see text] and covariate [Formula: see text] In some situations, we also collect additional covariate [Formula: see text] that has better performance in predicting [Formula: see text], but has a higher obtaining cost, than [Formula: see text] While constructing a predictive model for [Formula: see text] based on [Formula: see text] is straightforward, this strategy is not applicable since [Formula: see text] is not available for future observations in which the constructed model is to be applied. As a result, the aim of the study is to build a predictive model for [Formula: see text] based on [Formula: see text] only, where the available data is [Formula: see text] A naive method is to conduct analysis using [Formula: see text] directly, but ignoring [Formula: see text] can cause the problem of inefficiency. On the other hand, it is not trivial to utilize the information of [Formula: see text] to infer [Formula: see text], either. In this article, we propose a two-stage dimension reduction method for [Formula: see text] that is able to utilize the information of [Formula: see text] In the breast cancer data, the risk score constructed from the two-stage method can well separate patients with different survival experiences. In the Pima data, the two-stage method requires fewer components to infer the diabetes status, while achieving higher classification accuracy than the conventional method.


Assuntos
Interpretação Estatística de Dados , Modelos Teóricos , Medição de Risco/métodos , Arizona/etnologia , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/epidemiologia , Diabetes Mellitus/diagnóstico , Diabetes Mellitus/etnologia , Feminino , Humanos , Indígenas Norte-Americanos/etnologia
17.
Alcohol Clin Exp Res ; 39(9): 1727-33, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26247487

RESUMO

BACKGROUND: This study examines the association between perceived neighborhood violence, perceived neighborhood collective efficacy, and binge drinking among Mexican Americans residing on the U.S.-Mexico border. METHODS: Data were collected from a multistage cluster sample of adult Mexican Americans residing in the U.S.-Mexico border areas of California, Arizona, New Mexico, and Texas (N = 1,307). The survey weighted response rate was 67%. Face-to-face interviews lasting approximately 1 hour were conducted in respondents' homes in English or Spanish. Path analysis was used to test whether collective efficacy mediated the impact of perceived neighborhood violence on binge drinking. RESULTS: Among 30+-year-old women, perceived neighborhood collective efficacy mediated the effects of perceived neighborhood violence on binge drinking in a theoretically predicted way: Lower perceptions of violence predicted an increased perception of collective efficacy, which in turn, predicted less binge drinking. Direct effects of violence perceptions on binge were nonsignificant. Younger 18- to 29-year-old women showed a similar (but nonsignificant) pattern of effects. Perceived collective efficacy also mediated the effects of perceived violence on binge drinking among men, but in opposite ways for older and younger men. Older men showed the same mediating effect as older women, but the effect reversed among younger men due to a strong, positive relation between collective efficacy and binge drinking. There were also age differences in the direct effect of violence perceptions on binge drinking: Perceptions of violence predicted more binge drinking among young men, but less among older men. CONCLUSIONS: These results highlight the complexity of people's responses to neighborhood characteristics in regard to their drinking. Young men in particular seem to react very differently to perceptions of collective efficacy than other groups. However, among both men and women, collective efficacy may come to play an increasingly important protective role in health outcomes with age.


Assuntos
Consumo Excessivo de Bebidas Alcoólicas/diagnóstico , Consumo Excessivo de Bebidas Alcoólicas/etnologia , Americanos Mexicanos/etnologia , Percepção , Características de Residência , Adulto , Arizona/etnologia , Consumo Excessivo de Bebidas Alcoólicas/psicologia , California/etnologia , Análise por Conglomerados , Feminino , Humanos , Masculino , Americanos Mexicanos/psicologia , México/etnologia , Pessoa de Meia-Idade , New Mexico/etnologia , Texas/etnologia , Adulto Jovem
18.
J Gerontol B Psychol Sci Soc Sci ; 70(2): 247-57, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24077744

RESUMO

OBJECTIVES: Guided by a Sociocultural Health Belief Model (SHBM), this study examined the roles of cultural beliefs of Alzheimer's disease (AD) and scientific knowledge of AD in influencing the perceived threat of AD in a sample of Chinese American older adults. METHOD: With the input from focus groups of 17 older Chinese volunteers, survey questionnaires were refined and then delivered through face-to-face interviews to 385 participants aged 55-100 in the Phoenix metropolitan area. RESULTS: Hierarchical regression analyses found that those aged 55-64 were more worried about AD than those aged 85 or older. Both cultural beliefs of AD and AD factual knowledge contributed to higher levels of perceived threat of AD. Education tended to moderate the effect of cultural beliefs of AD and AD knowledge on perceived threat of AD. DISCUSSIONS: Findings support inclusion of key factors in the SHBM relevant to perceived threat of AD and help enrich the understanding of AD literacy from both scientific and cultural perspectives. AD education programs and interventions should help address crucial cultural beliefs related to AD and the emotional consequences (e.g., concerns or fear of AD) that might be due to the exposure to AD factual knowledge, particularly for those with limited education.


Assuntos
Doença de Alzheimer/etnologia , Asiático/etnologia , Conhecimentos, Atitudes e Prática em Saúde/etnologia , Idoso , Idoso de 80 Anos ou mais , Arizona/etnologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
19.
Dev Psychopathol ; 26(4 Pt 2): 1191-207, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-25422955

RESUMO

The aim of this study was to examine if family system dynamics (e.g., parent mental health, marriage quality, conflict, and cohesion) that have often been overlooked when studying Latino families play a more important role in predicting adolescent internalizing symptoms than acculturation processes. Data comes from the Latino Acculturation and Health Project, a longitudinal investigation of acculturation in Latino families in North Carolina and Arizona (Smokowski & Bacallao, 2006, 2010). Researchers conducted in-depth, community-based interviews with 258 Latino adolescents and 258 of their parents in metropolitan, small-town, and rural areas. Interviews were conducted at four time points at intervals of approximately 6 months. Parent and adolescent ratings of the adolescent's internalizing symptoms were used as the dependent variable in a longitudinal hierarchical linear model with a rater effects structure. Results showed that parent-adolescent conflict and parent mental health (fear/avoidance of social situations and humiliation sensitivity) were significant predictors of adolescent internalizing symptoms. Acculturation scales were not significant predictors; however, internalizing symptoms decreased with time spent in the United States. Females and adolescents from lower socioeconomic status families reported more internalizing symptoms, while participants who had been in the United States longer reported fewer internalizing symptoms. Implications were discussed.


Assuntos
Aculturação , Relações Familiares/etnologia , Hispânico ou Latino/etnologia , Transtornos Mentais/etnologia , Relações Pais-Filho/etnologia , Pais/psicologia , Adolescente , Arizona/etnologia , Feminino , Humanos , Masculino , North Carolina/etnologia
20.
Hum Vaccin Immunother ; 10(5): 1396-403, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24603091

RESUMO

BACKGROUND: Hepatitis A (HAV) incidence has decreased in the United States, yet regional disparities persist. The role of international travel has become increasingly important in HAV transmission. We compared the relative burden of HAV in border and non-border regions in Arizona and examined the role of travel in sustaining HAV transmission. METHODS: HAV vaccination coverage was calculated by age and region, using Arizona State Immunization Information System data. Incidence, demographics, and risk factors of cases reported through Arizona's infectious disease surveillance system between 2006 and 2011 were analyzed. RESULTS: Hepatitis A incidence was higher in the border region of Arizona. Compared with the rest of Arizona, one-dose coverage in children<15 years was lower in the border region until 2008. Second dose coverage was lower in the border region, particularly among Spanish speakers. International travel among cases was generally high; however, in the border region cases were more likely to visit Mexico or South/Central America (94% vs. 80%, P value = 0.01) and be Hispanic (68% vs. 42%, P value = 0.0003). CONCLUSIONS: Rates of HAV continue to be higher in the Arizona border region; the risk appears particularly high among Hispanics with recent travel in the Americas. Border surveillance should be emphasized, along with vaccination of all travelers, to continue to decrease and control HAV.


Assuntos
Etnicidade/etnologia , Vacinas contra Hepatite A/administração & dosagem , Hepatite A/etnologia , Hepatite A/prevenção & controle , Viagem , Vacinação , Adolescente , Adulto , Idoso , Arizona/etnologia , Criança , Pré-Escolar , Bases de Dados Factuais/tendências , Feminino , Humanos , Incidência , Lactente , Masculino , México/etnologia , Pessoa de Meia-Idade , Fatores de Risco , Viagem/tendências , Estados Unidos/etnologia , Vacinação/tendências , Adulto Jovem
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