California Adults Research Articles

Sociodemographic factors influencing island foods consumption in the Pacific Islander Health Study

ABSTRACTObjectives: Pacific Islander Americans are a small, but quickly growing population that experiences alarming disparities in obesity and obesity-related chronic illnesses influenced by dietary patterns. This population also has a unique culinary heritage including traditional foods and more contemporary imports such as tinned meats and refined carbohydrates. This analysis is a novel attempt to understand the sociodemographic factors influencing island foods consumption.Design: A sample of 240 Samoan and Tongan adults in California from the Pacific Islander Health Study was used. Following univariate and bivariate analyses, a series of four multivariable regression models were created to predict past week frequency of island foods consumption after sequential adjustment for demographic, socioeconomic, and cultural covariates.Results: Participants reported consuming island foods an average of 2.93 times in the previous week, with the largest proportion of participants (20.42%) reporting eating island foods 6 or more times. Age and Samoan ethnicity were initially significant, positive predictors of island foods consumption, but their effect was attenuated after addition of cultural covariates. With the third model that adjusted for birthplace, financial insecurity and Tongan birthplace were positive predictors. Both lost significance in the fourth and final model upon addition of cultural affinity, which was positively associated with island foods.Conclusion: Understanding how sociodemographic factors are associated with island foods consumption is a first step in understanding the broad way in which an ethnically specific dietary pattern may be associated with obesity-related chronic illness risk among Pacific Islander Americans.

From Pot to Prescription: The Long, Strange Trip of Medical Marijuana

From Pot to Prescription: The Long, Strange Trip of Medical Marijuana

Enrollment in California's Medicaid Program After the Affordable Care Act Expansion.

To determine enrollment rates and predictors of enrollment for newly eligible low-income adults in California following the Affordable Care Act's (ACA's) Medicaid expansion. We used data from the 2014 to 2015 California Health Interview Survey to examine post-ACA Medicaid enrollment rates and multivariable logistic regression to assess the association of demographic factors, income, and health with enrollment. We found a 78.5% enrollment rate for the newly eligible Medicaid population, translating to 3.8 million adults enrolled and 1.1 million adults who were eligible but did not enroll. Significant predictors of enrollment were participating in a public welfare program (odds ratio [OR] = 6.59; 95% confidence interval [CI] = 3.09, 14.04), having heart disease (OR = 4.03; 95% CI = 1.34, 12.15), being in the top quartile of income (OR = 3.59; 95% CI = 1.64, 7.85), enrolling in 2015 (OR = 3.28; 95% CI = 1.94, 5.56), being unemployed (OR = 2.10; 95% CI = 1.15, 3.82), and being female (OR = 1.71; 95% CI = 1.03, 2.85). We did not find significant disparities across race/ethnicity, education level, or geography. Repeal of Medicaid expansion would have a substantial effect on health insurance coverage among California's low-income adults, many of whom report chronic health conditions and no alternative sources of affordable coverage. Future research should examine the mechanisms explaining the higher enrollment rates among California's Medicaid expansion population.

Overcoming psychological resistance toward using recycled water in California

AbstractWe use data from a representative sample of adult Californians (N = 1500) to examine the relation between information and sociodemographic factors to the willingness to adopt recycled water in 10 different applications. We find that direct consumption or skin contact with recycled water stirs the strongest resistance. We conducted a randomized experiment to test how respondents would react to learning that there is large, existing, indirect potable use program in Orange County. While both messages boost support for almost all uses of recycled water, respondents still resist drinking, bathing and cooking with it. Contrary to some previous findings, the response to both information cues generally does not appear to depend upon level of education.

Factors Associated With Interest in Worksite Health-Related Discussions/Events Among Employed Adults With Chronic Conditions.

Worksite health promotion interventions have the potential to reach half of Americans nationally, but low participation rates hinder optimal intervention effectiveness. This study examines factors associated with employee interest in worksite health-related discussions/events. We analyzed cross-sectional survey data from a representative sample of employed adults in California with one or more chronic conditions. An ordinal regression model was developed. Employees who reported more interest in worksite health-related discussions/events had higher coworkers support, perceived greater value from learning health-related knowledge and getting practical tips from others, and reported higher interest in health discussions/events held in community settings. Efforts are needed to enhance the culture of worksite health and encourage communication and support among workers. Practitioners should consider connecting different settings to enhance reach and accessibility, and applying multiple delivery strategies to increase employee interest and engagement.

Early mortality and complications in hospitalized adult Californians with acute myeloid leukaemia.

Few studies have evaluated the impact of complications, sociodemographic and clinical factors on early mortality (death ≤60days from diagnosis) in acute myeloid leukaemia (AML) patients. Using data from the California Cancer Registry linked to hospital discharge records from 1999 to 2012, we identified patients aged ≥15years with AML who received inpatient treatment (N=6359). Multivariate logistic regression analyses were used to assess the association of complications with early mortality, adjusting for sociodemographic factors, comorbidities and hospital type. Early mortality decreased over time (25·3%, 1999-2000; 16·8%, 2011-2012) across all age groups, but was higher in older patients (6·9%, 15-39, 11·4%, 40-54, 18·6% 55-65, and 35·8%, >65years). Major bleeding [Odds ratio (OR) 1·5, 95% confidence interval (CI) 1·3-1·9], liver failure (OR 1·9, 95% CI 1·1-3·1), renal failure (OR 2·4, 95% CI 2·0-2·9), respiratory failure (OR 7·6, 95% CI 6·2-9·3) and cardiac arrest (OR 15·8, 95% CI 8·7-28·6) were associated with early mortality. Higher early mortality was also associated with single marital status, low neighbourhood socioeconomic status, lack of health insurance and comorbidities. Treatment at National Cancer Institute-designated cancer centres was associated with lower early mortality (OR 0·5, 95% CI 0·4-0·6). In conclusion, organ dysfunction, hospital type and sociodemographic factors impact early mortality. Further studies should investigate how differences in healthcare delivery affect early mortality.

Health Literacy and Awareness of Atrial Fibrillation.

BackgroundAtrial fibrillation (AF) is the most common clinically significant arrhythmia in adults and a major risk factor for ischemic stroke. Nonetheless, previous research suggests that many individuals diagnosed with AF lack awareness about their diagnosis and inadequate health literacy may be an important contributing factor to this finding.Methods and ResultsWe examined the association between health literacy and awareness of an AF diagnosis in a large, ethnically diverse cohort of Kaiser Permanente Northern and Southern California adults diagnosed with AF between January 1, 2006 and June 30, 2009. Using self‐reported questionnaire data completed between May 1, 2010 and September 30, 2010, awareness of an AF diagnosis was evaluated using the question “Have you ever been told by a doctor or other health professional that you have a heart rhythm problem called atrial fibrillation or atrial flutter?” and health literacy was assessed using a validated 3‐item instrument examining problems because of reading, understanding, and filling out medical forms. Of the 12 517 patients diagnosed with AF, 14.5% were not aware of their AF diagnosis and 20.4% had inadequate health literacy. Patients with inadequate health literacy were less likely to be aware of their AF diagnosis compared with patients with adequate health literacy (prevalence ratio=0.96; 95% CI [0.94, 0.98]), adjusting for sociodemographics, health behaviors, and clinical characteristics.ConclusionsLower health literacy is independently associated with less awareness of AF diagnosis. Strategies designed to increase patient awareness of AF and its complications are warranted among individuals with limited health literacy.

Factors affecting willingness to share electronic health data among California consumers

BackgroundRobust technology infrastructure is needed to enable learning health care systems to improve quality, access, and cost. Such infrastructure relies on the trust and confidence of individuals to share their health data for healthcare and research. Few studies have addressed consumers’ views on electronic data sharing and fewer still have explored the dual purposes of healthcare and research together. The objective of the study is to explore factors that affect consumers’ willingness to share electronic health information for healthcare and research.MethodsThis study involved a random-digit dial telephone survey of 800 adult Californians conducted in English and Spanish. Logistic regression was performed using backward selection to test for significant (p-value ≤ 0.05) associations of each explanatory variable with the outcome variable.ResultsThe odds of consent for electronic data sharing for healthcare decreased as Likert scale ratings for EHR impact on privacy worsened, odds ratio (OR) = 0.74, 95% CI [0.60, 0.90]; security, OR = 0.80, 95% CI [0.66, 0.98]; and quality, OR = 0.59, 95% CI [0.46–0.75]. The odds of consent for sharing for research was greater for those who think EHR will improve research quality, OR = 11.26, 95% CI [4.13, 30.73]; those who value research benefit over privacy OR = 2.72, 95% CI [1.55, 4.78]; and those who value control over research benefit OR = 0.49, 95% CI [0.26, 0.94].ConclusionsConsumers’ choices about electronically sharing health information are affected by their attitudes toward EHRs as well as beliefs about research benefit and individual control. Design of person-centered interventions utilizing electronically collected health information, and policies regarding data sharing should address these values of importance to people. Understanding of these perspectives is critical for leveraging health data to support learning health care systems.

From undocumented to lawfully present: Do changes to legal status impact psychological wellbeing among latino immigrant young adults?

Exclusionary immigration policies, as a form of structural racism, have led to a sizeable undocumented population that is largely barred from access to resources in the United States. Existing research suggests that undocumented immigration status detrimentally impacts mobility, yet few studies have tested the impacts of legal status on psychological wellbeing. Most importantly, we know little about how changes to legal status impact wellbeing. Announced in 2012, the Deferred Action for Childhood Arrivals (DACA) program allows eligible undocumented youth to apply for temporary lawful status. Drawing on cross-sectional survey data from 487 Latino immigrant young adults in California collected in 2014 and 2015, we analyze the predictors of three specialized outcomes related to immigrants’ psychological wellbeing—distress, negative emotions, and deportation worry before and after a transition from undocumented to lawfully present status. Results show that retrospective reports of past psychological wellness, when all respondents were undocumented, are predicted primarily by socioeconomic status. However, reports of current psychological wellness are predicted by DACA status. Our results demonstrate, for the first time, the positive emotional consequences of transitioning out of undocumented status for immigrant young adults.

Perceived Discrimination in Health Care and Mental Health/Substance Abuse Treatment Among Blacks, Latinos, and Whites.

Experiences of discrimination in health care settings may contribute to disparities in mental health outcomes for blacks and Latinos. We investigate whether perceived discrimination in mental health/substance abuse visits contributes to participants' ratings of treatment helpfulness and stopped treatment. We used data from 3 waves of the California Quality of Life Survey, a statewide population-based telephone survey assessing mental health/substance disorders and their treatment. In a sample of 1099 adults (age 18-72) who indicated prior year mental health/substance abuse visits, we examined: experiences of discrimination that occurred during health care and mental health/substance abuse visits, ratings of treatment helpfulness, and reports of stopping treatment early. Fifteen percent of California adults reported discrimination during a health care visit and 4% specifically during mental health/substance abuse visits. Latinos, the uninsured, and those with past year mental disorders were twice as likely as others to report health care discrimination [adjusted odds ratio (AORs)=2.08, 2.77, and 2.51]. Uninsured patients were 7 times more likely to report discrimination in mental health/substance abuse visits (AOR=7.27, P<0.01). The most commonly reported reasons for health care discrimination were race/ethnicity for blacks (52%) and Latinos (31%), and insurance status for whites (40%). Experiences of discrimination in mental health/substance abuse visits were associated with less helpful treatment ratings for Latinos (AOR=0.09, P<0.05) and whites (AOR=0.25, P<0.01), and early treatment termination for blacks (AOR=13.38, P<0.05). Experiences of discrimination are associated with negative mental health/substance abuse treatment experiences and stopped treatment, and could be a factor in mental health outcomes.

Revisiting Ethnic Niches: A Comparative Analysis of the Labor Market Experiences of Asian and Latino Undocumented Young Adults

Drawing on thirty in-depth interviews with Korean- and Mexican-origin undocumented young adults in California, this comparative analysis explores how the intersection of immigration status and ethnoracial background affects social and economic incorporation. Respective locations of principal ethnic niches, and access to these labor market structures, lead to divergent pathways of employment when no legal recourse exists. Despite similar levels of academic achievement, Korean respondents were more likely to enter into a greater diversity of occupations relative to Mexican respondents. However, the experiences of Mexican respondents varied depending on their connection to pan-ethnic Latino nonprofit organizations. Illegality, therefore, is conditioned by opportunity structures that vary strongly by membership in different ethnoracial communities, leading to structured heterogeneity in experiences with undocumented status.

Ethnic Differences in Risk Factors for Obesity among Adults in California, the United States

Little attention has been given to differences in obesity risk factors by racial/ethnic groups. Using data from the 2011-2012 California Health Interview Survey, we examined differences in risk factors for obesity among Whites, Latinos, Asians, and African Americans among 42,935 adults (24.8% obese). Estimates were weighted to ensure an unbiased representation of the Californian population. Multiple logistic and linear regression analyses were used to examine the differences in risk factors for obesity. Large ethnic disparities were found in obesity prevalence: Whites (22.0%), Latinos (33.6%), African Americans (36.1%), and Asians (9.8%). Differences in risk factors for obesity were also observed: Whites (gender, age, physical activity, smoking, arthritis, and diabetes medicine intake), Latinos (age, arthritis, and diabetes medicine intake), Asians (age, binge drinking, arthritis, and diabetes medicine intake), and African Americans (gender, physical activity, smoking, binge drinking, and diabetes medicine intake). Females were more likely to be obese among African Americans (odds ratio (OR) = 1.43, 95% confidence interval (CI) = 1.05–1.94), but less likely among Whites (OR = 0.80, 95% CI = 0.74–0.87). Race/ethnicity should be considered in developing obesity prevention strategies.

Uneven Landscape: Mapping Underrepresentation of Young Adults in California's Electorate

Uneven Landscape: Mapping Underrepresentation of Young Adults in California's Electorate

Soda consumption and hospital admissions among Californian adults with asthma

ABSTRACTIntroduction: Asthma prevalence has been increasing consistently since 1995 in California. Recent studies have found that consuming soda and sugar-containing drinks may pose a risk for asthma. Research that examines the relationship between soda intake and asthma among adult asthmatics is limited. Objective: This study investigated the relationship between sugar-sweetened soda consumption and asthma hospitalization among adult asthmatics in California. Methods: This cross-sectional study was based on the 2011–2012 California Health Interview Survey (CHIS) data and included 3,784 adults who were diagnosed with asthma by a doctor and who currently reported either that they still had asthma, or that they had suffered from an asthma attack in the last 12 months. The analysis was survey weighted. The exposure variable was soda intake measured as the number of times soda was consumed in the last week. The health outcome measure was overnight hospital admission due to asthma. Logistic regression was used to examine the association between soda consumption and overnight hospital admission after adjusting for age, education, sex, race/ethnicity, weight status, smoking status, and self-rated health. Results: Adults with asthma who drank soda three or more times per week reported higher odds of overnight hospitalization (adjusted odds ratio = 2.77, 95% CI: 1.51–5.10, p = 0.001). Conclusions: Our findings suggest that efforts designed to limit soda consumption would benefit asthma suffers by reducing hospital admissions. This, however, needs further research to confirm a direct causal association.

Ethnoracial inequality and insurance coverage among Latino young adults

Previous research has demonstrated that Latino young adults are uninsured at higher rates relative to other ethnoracial groups. Recent implementation of the 2010 Affordable Care Act (ACA) has increased access to health insurance for young adults, in part by maintaining health coverage through their parents until age 26. This paper examines patterns of Latino young adults' insurance coverage during early ACA implementation by addressing three questions: 1) To what extent do Latino young adults remain uninsured relative to their peers of other ethnoracial groups? 2) How do young adults' family socioeconomic background, immigrant characteristics, college enrollment, and employment status mediate their coverage? And, 3) do patterns of insurance coverage differ for employer-provided coverage versus other sources of coverage (including parents’ health insurance)? Using a 2011 representative sample of U.S.-born and 1.5-generation immigrant young adults in California, we find that Latinos are more likely than other ethnoracial groups to remain uninsured. While they are as likely as similar peers to obtain employer-provided health insurance, they are less likely to possess insurance through other sources (including their parents). This study contributes to our understanding of the limits of the ACA in reducing disparities in insurance coverage for Latinos by highlighting the importance of family socioeconomic background, immigrant characteristics, college enrollment, and employment in shaping coverage among this age group.

Workplace secondhand smoke exposure: a lingering hazard for young adults in California

ObjectiveTo examine occupational differences in workplace exposure to secondhand smoke (SHS) among young adults in California.MethodsData are taken from the 2014 Bay Area Young Adult Health Survey, a probabilistic multimode...

Low Health Literacy among Immigrant Hispanics.

Low health literacy is a significant barrier to healthcare access and service utilization; however, there are few studies that have evaluated the factors associated with having low health literacy, especially among immigrant minority populations. This exploratory study aimed to assess the key determinants of low health literacy among immigrant Hispanic adults in California using the California Health Interview Survey, the largest population-based state health survey in the United States. Analysis accounted for complex survey design, allowing generalizations to the entire state of California. Low health literacy was associated with living in poverty (OR = 1.63), lacking consistent health insurance (OR = 1.40), and limited English language proficiency (OR = 3.22), while women were less likely than men (OR = 0.59) to report low health literacy. The results of this study demonstrate that language proficiency, in addition to other key sociodemographic variables, can significantly posit limitations to health literacy. Future efforts should address providing linguistically competent health literacy interventions in order to improve associated health outcomes.

Associations with E-cigarette use among Asian American and Pacific Islander young adults in California.

With attention to the rapidly growing market of electronic nicotine delivery systems (ENDS/e-cigarettes) and the fastest growing US ethnic minority group, the current study explored associations between awareness, perceived risks, and use of ENDS among Asian American and Pacific Islander (AAPI) young adults.AAPI young adults (ages 18–25) in California were recruited via social media, college classes, listservs for AAPI-serving non-profits, and snowball sampling to complete an anonymous survey between 2014 and 2015.The sample (N = 501) was 57% women, 15% LGBTQIA; with a mean age of 21; 26% foreign-born; identifying as Filipino (29%), Chinese (24%), Vietnamese (14%), mixed-AAPI heritage (13%), or 21% other. Nearly half the sample (44%) reported ever ENDS use; 11% were current users. Current ENDS use was twofold greater for: Filipino and Vietnamese compared to Chinese respondents; men versus women; LGBTQIA-identified respondents; those vocationally trained; and employed. Awareness of ENDS from peers/friends was most common and was associated with ever though not current ENDS use. Most respondents perceived ENDS as harmful (62%); low compared to high risk perception was associated with a three-fold greater likelihood of ever use and six-fold greater likelihood of current use. Popular flavors were fruit (49%, e.g., lychee, taro) and candy/sweets (26%). Current users viewed ENDS as a healthier alternative or quit aid for conventional cigarettes (42%); recreation/social use (33%) also was common.Findings indicate ENDS visibility among AAPI young adults in California with affinity for flavors and many engaging in trial and current use for harm reduction and recreational/social aims.

Health Disparities and Delayed Health care among Older Adults in California: A Perspective from Race, Ethnicity, and Immigration

To examine racial/ethnic/immigration disparities in health and to investigate the relationships among race/ethnic/immigration status, delayed health care, and health of the elderly. Responses from 13,508 people aged 65 and above were analyzed based on the California Health Interview Survey (CHIS) 2011-2012. Key variables include race/ethnicity/immigration status, health outcome, and delayed health care. Age, gender, education, work status, and annual family income are used as covariates. The findings indicate that Whites (regardless of country of birth) and U.S.-born Asians enjoy better health than Latinos, African-Americans, and Foreign-born Asians. Foreign-born Asians and foreign-born Latinos have the poorest self-reported health and mental health, respectively. Delayed use of health care is negatively associated with both self-reported health and mental health status. Health disparities exist among older adult populations; the combined effects of minority and immigrant status can be approximated from the results in this study. Health care accessibility and the quality of care should be promoted in minority/immigrant populations. Public health nurses have a strong potential to aide in reducing health disparities among an aging American population that continues to exhibit increasing racial/ethnic diversity.

Association of Nonalcoholic Fatty Liver Disease With Visceral Adiposity but Not Coronary Artery Calcification in the Elderly

Nonalcoholic fatty liver disease (NAFLD) is related closely to risk factors for coronary artery disease, but it is unclear whether NAFLD independently contributes to atherosclerosis. We investigated the association between NAFLD and coronary artery calcium (CAC) scores, determined based on noncontrast cardiac computed tomography data, in an elderly cohort. We conducted a longitudinal, cross-sectional study of data from 250 participants (mean age, 67.6 ± 7.0 y; 43.2% men) in the Rancho Bernardo Study-a prospective population-based study of mostly white adults in suburban Southern California. We compared CAC scores, liver-to-spleen attenuation ratio, and volumes of visceral adipose tissue (VAT) at baseline and after a 5-year follow-up period. We assigned participants to groups based on CAC scores (0, 0-10, 11-100, 101-400, and >400). Among groups, the liver-to-spleen attenuation ratio did not vary significantly, but VAT increased with CAC score (median and interquartile range values were as follows: 50.0 [33.3-77.4] cm(3), 63.0 [33.9-93.1] cm(3), 66.1 [48.2-80.2] cm(3), 69.1 [48.1-85.0] cm(3), 76.1 [53.1-108.5] cm(3) for CAC groups; P= .0054). In multivariable regression analysis, NAFLD at baseline was not associated with an increased risk of a CAC score greater than 0. Longitudinal analysis showed that visceral fat, but not hepatic steatosis, increased in participants with increasing CAC scores (interquartile range 57.1-92.4) vs 55.2 cm(3) in patients without (interquartile range 36.5-81.1, P= .0401). The proportion of patients with NAFLD decreased after the 5-year follow-up period (from 29.3% before to 14.1% afterward; P= .0081), despite increased mean CAC scores and VAT volume in patients. In adults age 67.6 ± 7.0 years, the proportion with NAFLD decreased despite increasing CAC score and VAT with age. There was no clear association between NAFLD and CAC score. However, VAT was associated with baseline and increasing CAC scores. Visceral adiposity therefore might be a risk factor for coronary artery disease.