Longitudinal study of acculturation and BMI change among Asian American men

Acculturation as a Determinant of Obesity and Related Lifestyle Behaviors in a Multi-Ethnic Asian Population

Limited attention has been given to the role of cultural orientation towards different ethnic groups in multi-ethnic settings without a dominant host culture. We evaluated whether acculturation levels, reflecting cultural orientation towards other ethnic groups, were associated with obesity and related lifestyle behaviors in a cosmopolitan Asian population. We conducted the current study based on data from the Singapore Multi-Ethnic Cohort (N = 10,622) consisting of ethnic Chinese, Malays, and Indians aged 21 to 75 years. Multivariable linear and logistic regression analyses were used to examine associations between the acculturation level (z-score), obesity, and related lifestyle behaviors, including dietary habits and physical activity. A higher acculturation level was directly associated with a higher prevalence of obesity among Chinese, whereas an inverse association was found for ethnic Indians, and no significant association in Malays. In ethnic Malays, greater acculturation was significantly associated with higher dietary quality and less sedentary time. Furthermore, a high acculturation level was significantly associated with higher sugar-sweetened beverage consumption and more leisure-time PA in all ethnic groups. Our findings suggest that greater cultural orientation towards other ethnic groups was associated with convergence in obesity levels. More research is required to understand how acculturation affects obesity-related lifestyle factors in multi-ethnic settings.

Relationships Among Acculturation Using Two Different Language Variables, Diet Quality, and Accuracy of Diet Quality Assessment in Non-Hispanic Asians Residing in the United States

BACKGROUND

Evidence suggests acculturation can increase risks of poor diet, obesity, and chronic diseases. Yet questions remain regarding acculturation proxy measures and associations with diet quality in Asian Americans.

OBJECTIVE

Primary objectives included estimating percentages of Asian Americans with low, moderate, and high acculturation using two proxy measures of acculturation based on different language variables and determining if diet quality differences existed among acculturation levels using the two proxy acculturation measures.

METHODS

Study sample included 1,275 Asian participants ≥16 years of age from National Health and Nutrition Examination Survey 2015-2018. Nativity/length of US residence, immigration age, language spoken at home (home), and language of dietary recall (recall) were used as proxy measures for two acculturation scales. Replicate 24-hour dietary recalls were conducted and diet quality was assessed using 2015 Healthy Eating Index (HEI-2015). Statistical methods for complex survey designs were used for analysis.

RESULTS

Using home and recall language, 26% vs 9% of participants were classified with low, 50% vs 63% with moderate, and 24% vs 28% with high acculturation. On the home language scale, participants with low and/or moderate acculturation had higher scores (0.5-5.5 points) for vegetables, fruits, whole grains, seafood and plant protein, saturated fats, added sugars, and total HEI-2015 than participants with high acculturation; participants with low acculturation had lower refined grains score (1.2 points) than participants with high acculturation. Results were similar for the recall language scale except differences between participants with moderate and high acculturation also were observed for fatty acids.

CONCLUSIONS

Although percentages of Asian Americans classified with low, moderate, and high acculturation differed between two proxy measures for acculturation, diet quality differences among acculturation groups were remarkably similar between the two proxy measures. Hence, use of either language variable may yield comparable results regarding relationships between acculturation and diet in Asian Americans.

Machine-learning prediction of BMI change among doctors and nurses in North China during the COVID-19 pandemic

Objective

The COVID-19 pandemic has become a major public health concern over the past 3 years, leading to adverse effects on front-line healthcare workers. This study aimed to develop a Body Mass Index (BMI) change prediction model among doctors and nurses in North China during the COVID-19 pandemic, and further identified the predicting effects of lifestyles, sleep quality, work-related conditions, and personality traits on BMI change.

Methods

The present study was a cross-sectional study conducted in North China, during May-August 2022. A total of 5,400 doctors and nurses were randomly recruited from 39 COVID-19 designated hospitals and 5,271 participants provided valid responses. Participants' data related to social-demographics, dietary behavior, lifestyle, sleep, personality, and work-related conflicts were collected with questionnaires. Deep Neural Network (DNN) was applied to develop a BMI change prediction model among doctors and nurses during the COVID-19 pandemic.

Results

Of participants, only 2,216 (42.0%) individuals kept a stable BMI. Results showed that personality traits, dietary behaviors, lifestyles, sleep quality, burnout, and work-related conditions had effects on the BMI change among doctors and nurses. The prediction model for BMI change was developed with a 33-26-20-1 network framework. The DNN model achieved high prediction efficacy, and values of R ², MAE, MSE, and RMSE for the model were 0.940, 0.027, 0.002, and 0.038, respectively. Among doctors and nurses, the top five predictors in the BMI change prediction model were unbalanced nutritional diet, poor sleep quality, work-family conflict, lack of exercise, and soft drinks consumption.

Conclusion

During the COVID-19 pandemic, BMI change was highly prevalent among doctors and nurses in North China. Machine learning models can provide an automated identification mechanism for the prediction of BMI change. Personality traits, dietary behaviors, lifestyles, sleep quality, burnout, and work-related conditions have contributed to the BMI change prediction. Integrated treatment measures should be taken in the management of weight and BMI by policymakers, hospital administrators, and healthcare workers.

Pre-acculturation as a risk factor for obesity: Findings from the Health of Philippine Emigrants Study (HoPES)

Immigrants to the United States may have an advantage in terms of healthier weight, but tend to gain excessive weight after arrival, and may suffer from obesity and related health conditions. Acculturation theory suggests that this increase in obesity risk is due to adoption of unhealthy western dietary behaviors, and assumes that "eastern/traditional" dietary behaviors prior to migration are healthier. While this assumption is supported by studies conducted several decades ago, the phenomenon of globalization that has risen since the 1990s has increased exposure to western ideas and behaviors in communities worldwide. Hence, today's immigrants are more likely to have already adopted less healthy behaviors that increase obesity risk prior to their arrival in the U.S., a phenomenon we term "pre-acculturation." The present study investigates the role of pre-acculturation in obesity development among immigrants from the Philippines. Data come from the Health of Philippine Emigrants Study, fielded in 2017 (n = 1632). Pre-acculturation was measured with English proficiency, preparation to migrate, receiving care packages, texting, telephone, or internet contact with friends/family in the U.S. Outcomes included the body mass index (BMI, kg/m2), waist circumference (WC, cm), waist-to-height ratio (WHtR) and waist-to-hip-ratio (WHR). Covariates included age, gender, education, financial strain, physical activity, and diet. Migrants reported greater English proficiency, preparation, and a slightly lower WHtR than non-migrants, but did not differ on BMI, WC, or WHR. Preparation was associated with greater BMI, WC, and WHtR, and the effects of preparation status differed by migration status. Among migrants, more preparation was associated with greater BMI, WC, and WtHR. Further, among non-migrants, texting and telephone communications was related to lower BMI, WC, and WHR. In summary, pre-acculturation may be a risk factor for obesity in the Philippines, suggesting that binary notions of "Western" versus "eastern/traditional" cultures may be too simplistic.

Acculturation and Adherence to Physical Activity Recommendations Among Chinese American and Non-Hispanic White Breast Cancer Survivors

Chinese American breast cancer survivors' adherence to recommended physical activity (PA) guidelines has been understudied. This study investigated their PA adherence by acculturation level (vs. non-Hispanic White (NHW) survivors). One hundred ninety five Chinese and 202 NHW breast cancer survivors (stage 0-III) responded to a cross-sectional survey including a self-reported PA questionnaire. PA adherence referred to meeting PA recommendations for cancer survivors. Acculturation among Chinese was defined by proxies of U.S. residency, English proficiency, and interview language. Logistic regression was performed to examine factors associated with PA adherence. More-acculturated Chinese survivors' PA adherence rate was 76%. Less-acculturated Chinese survivors' adherence rate (60%) was significantly lower than that of NHWs (80%) (OR 0.38, 95%CI 0.19, 0.75). Less-acculturated Chinese survivors were also less likely to engage in vigorous-intensity PA than NHWs (p < 0.01). Future research on less-acculturated Chinese survivors' motivation for PA to promote their adherence is needed.

Prevalence of General and Central Obesity and Associated Factors among North Korean Refugees in South Korea by Duration after Defection from North Korea: A Cross-Sectional Study

Previous studies on obesity status among North Korean refugees (NKRs) have been limited. We investigated mean body mass index (BMI), waist circumference (WC), and general and central obesity prevalence among NKRs in South Korea (SK) by duration after defection from North Korea (NK), using cross-sectional data of the North Korean Refugee Health in South Korea (NORNS) study and compared these data with a sample from the general South Korean population (the fifth Korea National Health and Nutrition Examination Survey). The prevalence of general and central obesity among NKRs with duration after defection from NK of less than five years were lower than among South Koreans, except for central obesity among NKR females (obesity prevalence, 19% (12⁻27%) vs. 39% (34⁻44%) for NK vs. SK males (p < 0.001) and 19% (14⁻24%) vs. 27% (24⁻29%) for NK vs. SK females (p = 0.076); central obesity prevalence, 13% (6⁻19%) vs. 24% (20⁻29%) for NK vs. SK males (p = 0.011) and 22% (17⁻28%) vs. 20% (18⁻22%) for NK vs. SK females (p = 0.382)). The prevalence of general and central obesity among NKRs with duration after defection from NK (≥10 years) were comparable to those of South Koreans in both genders (obesity prevalence, 34% (18⁻50%) vs. 39% (34⁻44%) for NK vs. SK males (p = 0.690) and 23% (18⁻29%) vs. 27% (24⁻29%) for NK vs. SK females (0.794); central obesity prevalence, 21% (7⁻34%) vs. 24% (20⁻29%) for NK vs. SK males (p = 0.642); 22% (17⁻28%) vs. 20% (18⁻22%) for NK vs. SK females (p = 0.382)). Male sex, age and longer duration after defection from NK (≥10 years) were positively associated with obesity. As for central obesity, age was the only independently associated factor. NKR females with duration after defection from NK of less than five years had comparable central obesity prevalence to South Korean females in spite of a lower BMI, which suggests that we need further monitoring for their metabolic health among NKRs in SK.

Acculturation and body mass index among marriage-based immigrant Vietnamese women in Korea

OBJECTIVE

This study aimed to analyze the association of socioeconomic factors, acculturation, and body mass index (BMI) as the first large prospective cohort study to determine the state of health of Vietnamese-born migrant women residing in Korea.

METHODS

Participants were Vietnamese marriage-based immigrant women living in Korea. Data (n=1,066) was collected during both periods of baseline (2006-2011) and follow-up (2012-2014) in 34 cities in Korea.

RESULTS

The results show that acculturation stress is relatively low among participants. Current BMI showed a significant difference according to the current age, monthly family income, and psychophysical stress. Depending on age, education level, monthly family income, we identified a significant difference in the annual BMI change. In correlation analysis, current BMI was significantly associated with age at arrival, reading and writing in Korean language adaptation, and psychophysical stress. Annual BMI change was significantly associated with age at arrival and years since immigration.

CONCLUSION

Our analysis revealed that acculturation measured by Acculturative Stress Scale for International Students had no association with current BMI or annual BMI change, but had an association with several socioeconomic statuses. This study had the advantage that subjects had a homogenous background of marriage-based immigrant women, so we could see the association of BMI and acculturation, without considering cofounding factors.

A systematic review of acculturation, obesity and health behaviours among migrants to high-income countries

Objective There is extensive evidence for weight gain among people migrating from low/middle-income to high-income countries, which may be due, in part, to acculturation factors. This review aimed to identify associations between acculturation and body weight among immigrants to high-income countries and identify if studies accounted for the role played by health behaviours. Methods A systematic literature search using keywords was performed with three databases (Medline, PsychINFO and EMBASE). The 35 studies were included that utilised quantitative methodology and presented empirical findings focused on acculturation and body weight among adult immigrants. Findings There was evidence presented across multiple studies for an association between acculturation (measured with standard measures or as duration of stay) and obesity. Most studies were cross sectional, which did not allow the exploration of drivers of change in health behaviours and weight gain. Conclusion This is the first review to examine associations between acculturation and body weight among migrants utilising both acculturation scales and proxy measures of acculturation and to examine the role of health behaviours. Evidence from this review suggests that health interventions should target first generation migrants to promote retention of their original healthy behaviours. Recent migrant groups report healthier behaviours than comparative host country populations, and therefore interventions should be promoted at the initial stages following migration to avoid uptake of unhealthy behaviours.

Nativity, Chronic Health Conditions, and Health Behaviors in Filipino Americans

INTRODUCTION

Nearly half of Americans have a chronic health condition related to unhealthful behavior. One in four Americans is an immigrant; yet immigrants' health has been studied little, particularly among Asian American subpopulations.

METHODOLOGY

Years lived in United States, hypertension, diabetes, smoking, walking, adiposity, and fruit/vegetable variables in the 2011-2012 California Health Interview Survey were analyzed to examine the influence of nativity on chronic health conditions and health behaviors in 555 adult Filipinos, the second largest Asian American immigrant subpopulation.

RESULTS

Recent and long-term immigrant Filipinos had higher odds of having hypertension and diabetes, but lower odds of smoking and overweight/obesity compared with second-generation Filipinos.

DISCUSSION

Being born in the United States may be protective against chronic health conditions, but not for healthful behaviors among Filipinos. Chronic disease prevention and health promotion strategies should consider nativity/length of residence, which may be a more consequential health determinant than other immigration and acculturation characteristics.

Acculturation and weight change in Asian-American children: Evidence from the ECLS-K:2011

Despite relatively low rates of overweight and obesity among Asian-American children, disparities exist based on acculturation, socioeconomic status, and Asian ethnicity. The purpose of this study was to examine the association between acculturation and weight change in Asian-American children. Secondary aims were to compare changes by Asian ethnic group and acculturation x socioeconomic status. Participants included 1200 Asian-American children from the Early Childhood Longitudinal Study, Kindergarten Class of 2010-11, a longitudinal study of U.S. children attending kindergarten in 2010-2011. Multinomial logistic regressions were conducted to predict weight change based on body mass indices in kindergarten (spring 2011) and second grade (spring 2013): consistently healthy weight, consistently overweight/obese, healthy weight change, and unhealthy weight change. Models included demographic, household, socioeconomic status, and acculturation measures, specifically mother's English proficiency and percentage of life spent in the U.S. Overall, 72.3% of children were at healthy weights in kindergarten and second grade. Of all Asian ethnic groups, Filipino children had the highest rate of being consistently overweight/obese (24.8%) and the lowest rate of being consistently healthy weight (62.9%). In addition, mother's English proficiency predicted unhealthy weight change (OR: 0.83; 95% CI: 0.75-0.92) and healthy weight change (OR: 0.75; 95% CI: 0.65-0.86), relative to "consistently healthy weight." English proficiency also predicted being consistently overweight/obese for children with less educated mothers. Findings enhance our understanding of obesity disparities within Asian Americans and highlight the need to disaggregate the population. Obesity interventions are needed for Filipino children and families with low socioeconomic status but high English proficiency.

Methods Employed to Assess Weight Loss in Older Adults by Means of Electronic Medical Records: A Systematic Review

Electronic medical records (EMRs) can be used to identify and categorize weight loss in older adults, but research has not scrutinized methods for doing so. Through a modified PRISMA protocol, we systematically reviewed published methods for quantifying weight change from EMRs. Articles (all available through July 2016) were identified through PubMed and SCOPUS searches, screened, and evaluated. We abstracted relevant data and tabulated the methods to assess weight change. The 13 selected articles showed little consistency in the approach to key methodological issues: 1) time ranges assessed; 2) removal of spurious values; 3) metrics to quantify weight change; 4) number of measures needed to estimate change; 5) threshold for significant weight change; and 6) relation to ideal weight. There was essentially no consensus around how to identify and categorize weight loss. Further investigation is needed to establish scientifically validated and clinically useful algorithms, accounting for the six issues above.

Duration of US Residence Is Associated With Overweight Risk in Filipino Immigrants Living in New York Metro Area

We examined the association between years living in the United States and overweight risk among a community sample of Filipino adult immigrants living in the New York metropolitan area. We found a significant and adverse association between years living in the United States and overweight risk. Compared with Filipinos who lived in the United States less than 5 years, those who lived in the United States 10 years or longer had a higher overweight risk; this association was present only among Filipinos who migrated to New York metropolitan area at 30 years of age or younger. Studies on causal mechanisms explaining this pattern are needed.