1
|
Yunus A, Zhou L, Jamatutu SA, Tackie EA. The relationships between race, employment, and self-rated health among older South Africans: exploring the mediating role of generalized anxiety. Front Public Health 2024; 12:1398705. [PMID: 39635210 PMCID: PMC11614727 DOI: 10.3389/fpubh.2024.1398705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Accepted: 11/04/2024] [Indexed: 12/07/2024] Open
Abstract
Objective This study explores the impact of race and employment status on self-rated health among older adults in South Africa. It reveals new insights by examining the mediating role of generalized anxiety. The findings highlight the importance of addressing these factors to improve the wellbeing of older adults. Methods Drawing from Wave 5 of the National Income Dynamics Study-Coronavirus Rapid Mobile Survey, a cross-sectional survey encompassing a nationally representative cohort of South African adults, this research employs a sophisticated blend of logistic regression and structural equation modeling techniques. Results The study reveals that race is strongly linked to self-rated health. Individuals of Colored and White backgrounds have lower odds of favorable self-rated health. Retirement has a positive impact on self-rated health. Generalized anxiety mediates the complex relationship between race and self-rated health. Conclusions Addressing the imperative need to mitigate racial disparities in self-rated health and advance equitable healthcare access for older adults, targeted interventions are undeniably warranted.
Collapse
Affiliation(s)
- Adams Yunus
- School of Management, Jiangsu University, Zhenjiang, Jiangsu, China
| | - Lulin Zhou
- School of Management, Jiangsu University, Zhenjiang, Jiangsu, China
| | - Seidu Abdulai Jamatutu
- School of Economics and Management, Nanjing University of Science and Technology, Nanjing, Jiangsu, China
| | | |
Collapse
|
2
|
Park JI, Lee GE, Lee S. A Data-Driven Approach to Identify the Predictors of Perceived Health Status Among Chinese and Korean Americans. Comput Inform Nurs 2023; 41:730-737. [PMID: 36708544 PMCID: PMC10368790 DOI: 10.1097/cin.0000000000000995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Asian Americans are the country's fastest-growing racial group, and several studies have focused on the health outcomes of Asian Americans, including perceived health status. Perceived health status provides a summarized view of the health of populations for diverse domains, such as the psychological, social, and behavioral aspects. Given its multifaceted nature, perceived health status should be carefully approached when examining any variables' influence because it results from interactions among many variables. A data-driven approach using machine learning provides an effective way to discover new insights when there are complex interactions among multiple variables. To date, there are not many studies available that use machine learning to examine the effects of diverse variables on the perceived health status of Chinese and Korean Americans. This study aims to develop and evaluate three prediction models using logistic regression, random forest, and support vector machines to find the predictors of perceived health status among Chinese and Korean Americans from survey data. The prediction models identified specific predictors of perceived health status. These predictors can be utilized when planning for effective interventions for the better health outcomes of Chinese and Korean Americans.
Collapse
Affiliation(s)
- Jung In Park
- University of California- Irvine, Sue & Bill Gross School of Nursing, Irvine, CA
| | - Grace Eunyoung Lee
- University of California-Irvine, Department of Medicine, School of Medicine, Irvine, CA
| | - Sunmin Lee
- University of California-Irvine, Department of Medicine, School of Medicine, Irvine, CA
| |
Collapse
|
3
|
Wong MJ, Santos C, Thomas Tobin CS. Racial/ethnic differences in social support and health among Asian American and non-Hispanic White midlife women: Results from the Study of Women's Health Across the Nation (SWAN). ETHNICITY & HEALTH 2023; 28:182-199. [PMID: 35138201 DOI: 10.1080/13557858.2022.2035691] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 01/25/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVE Although prior research suggests Asian Americans experience physical health advantages relative to other racial/ethnic groups, increasing evidence points to health inequalities within Asian American subgroups. Disparities are especially pronounced among middle-aged Asian American women, who remain an understudied population, despite studies showing that midlife corresponds with distinct social stressors and changes in the availability of protective resources, such as social support. Thus, the purpose of the study was to examine racial/ethnic differences in social support and self-rated health (SRH) among middle-aged women. DESIGN With data from the Study of Women's Health Across the Nation (SWAN; N = 1258), we used modified Poisson regression models to estimate incidence rate ratios (IRR), examining how social support shaped the risk of fair-to-poor SRH by race/ethnicity. We tested interactions between perceived stress, social support and race/ethnicity to determine whether the stress-buffering role of social support varies by group. RESULTS Results demonstrate racial/ethnic differences in SRH. Higher levels of social support were linked to higher fair-to-poor SRH among Chinese American women (IRR = 1.24; 95% CI [1.02, 1.52]); while greater social support conferred lower risk among White women. Interaction analyses revealed additional nuances in the stress-buffering effects of social support among Chinese American women, such that the health benefits of social support depended on levels of perceived stress (IRR = 0.75; 95% CI [0.57, 1.00]). CONCLUSIONS These findings highlight important distinctions in the ways that psychosocial factors shape health across racial/ethnic groups. In particular, this study helps advance our understanding of important subgroup differences in the stress-buffering role of social support for Asian American midlife women. Interventions should focus on identifying sources of social strain among Asian American women that can increase the risk for poor health and identify alternative sources of support that mitigate stressors to improve health.
Collapse
Affiliation(s)
- Michele J Wong
- Department of Social Welfare, University of California, 337 Charles E. Young Drive, Los Angeles, CA, United States
| | - Carlos Santos
- Department of Social Welfare, University of California, 337 Charles E. Young Drive, Los Angeles, CA, United States
| | - Courtney S Thomas Tobin
- Department of Community Health Sciences, University of California, Los Angeles, CA, United States
| |
Collapse
|
4
|
Đoàn LN, Takata Y, Mendez-Luck CA, Hooker K, Irvin VL. Cardiovascular Disease and Health-Related Quality of Life Among Asian American, Native Hawaiian and Pacific Islander Older Adults. J Aging Health 2022; 34:1254-1268. [PMID: 35981219 DOI: 10.1177/08982643221118440] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Objectives: Assess the relationship between cardiovascular disease (CVD) and health-related quality of life (HRQOL) among Asian American, Native Hawaiian, and Pacific Islander (NH/PI) compared to white older adults. Methods: Data were from the 2011-2015 Health Outcomes Survey. HRQOL was assessed using the Veterans RAND 12-Item Survey, composed of physical (PCS) and mental component scores (MCS). Lower scores represent worse health. Multivariate regression was conducted to estimate PCS and MCS mean score differences related to self-reported CVD (coronary artery disease, congestive heart failure, myocardial infarction, other heart conditions, stroke) and race/ethnicity. Results: There were marked differences in PCS and MCS scores by disaggregated Asian American and NH/PI subgroups. After adjustment, Asian American and NH/PI older adults had better PCS but worse MCS than white older adults. Race/ethnicity moderated the relationship between CVD and HRQOL. Discussion: Asian American and NH/PI older adults with CVD had poorer mental health compared to their white counterparts.
Collapse
Affiliation(s)
- Lan N Đoàn
- Department of Population Health, Section for Health Equity, 12296NYU Grossman School of Medicine, New York, NY, USA.,School of Social and Behavioral Health Sciences, 51174Oregon State University, Corvallis, OR, USA
| | - Yumie Takata
- School of Biological and Population Health Sciences, 51174Oregon State University, Corvallis, OR, USA
| | - Carolyn A Mendez-Luck
- School of Social and Behavioral Health Sciences, 51174Oregon State University, Corvallis, OR, USA
| | - Karen Hooker
- School of Social and Behavioral Health Sciences, 51174Oregon State University, Corvallis, OR, USA
| | - Veronica L Irvin
- School of Social and Behavioral Health Sciences, 51174Oregon State University, Corvallis, OR, USA
| |
Collapse
|
5
|
Jung MY, Juon HS, Slopen N, He X, Thomas SB, Lee S. Racial Discrimination and Health-Related Quality of Life: An Examination Among Asian American Immigrants. J Racial Ethn Health Disparities 2022; 9:1262-1275. [PMID: 34086197 PMCID: PMC8176876 DOI: 10.1007/s40615-021-01067-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Revised: 04/25/2021] [Accepted: 05/18/2021] [Indexed: 11/17/2022]
Abstract
OBJECTIVES We aimed to examine the relationship between everyday and major racial discrimination with health-related quality of life (HRQOL), which consists of self-rated health, days of poor physical health, mental health, and activity limitation. DESIGN In a cross-sectional analytic sample of 524 foreign-born Asian adults, aged 18 years and older, we conducted multivariable logistic regression and multivariable negative binomial regression to examine associations between discrimination and HRQOL. Furthermore, potential effect modification was tested by gender, ethnicity, and social support. RESULTS Associations were found between everyday racial discrimination and days of poor physical health (incidence rate ratio, IRR = 1.05), mental health (IRR = 1.03), and activity limitation (IRR = 1.05). Stronger significant associations were observed between major racial discrimination and days of poor physical health (IRR = 1.21), mental health (IRR = 1.16), and activity limitation (IRR = 1.53), adjusting for all covariates. Racial discrimination was not associated with poor self-rated health. In addition, gender significantly modified the relationship between continuous racial discrimination and activity limitation days with associations of greater magnitude among men, while social support significantly modified the association between categorized major racial discrimination and physically unhealthy days. When stratified, the association was only significant among those with low social support (IRR = 3.04; 95% CI: 1.60, 5.79) as opposed to high social support. CONCLUSIONS This study supports the association between racial discrimination and worse HRQOL among Asian Americans, which can inform future interventions, especially among men and those with low social support, aimed at improving the quality of life in this population.
Collapse
Affiliation(s)
- Mary Y Jung
- Department of Epidemiology and Biostatistics, University of Maryland School of Public Health, 4200 Valley Drive, College Park, MD, 20742, USA.
| | - Hee-Soon Juon
- Department of Medical Oncology, Division of Population Science, Thomas Jefferson University, 834 Chestnut Street, Philadelphia, PA, 19107, USA
| | - Natalie Slopen
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA
| | - Xin He
- Department of Epidemiology and Biostatistics, University of Maryland School of Public Health, 4200 Valley Drive, College Park, MD, 20742, USA
| | - Stephen B Thomas
- Department of Health Policy and Management, University of Maryland School of Public Health, 4200 Valley Drive, College Park, MD, 20742, USA
| | - Sunmin Lee
- Department of Medicine, School of Medicine, University of California, Irvine, 653 E Peltason Drive, Irvine, CA, 92697, USA
| |
Collapse
|
6
|
Erving CL, Zajdel R. Assessing the Validity of Self-rated Health Across Ethnic Groups: Implications for Health Disparities Research. J Racial Ethn Health Disparities 2022; 9:462-477. [PMID: 33544329 DOI: 10.1007/s40615-021-00977-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 01/21/2021] [Accepted: 01/25/2021] [Indexed: 01/12/2023]
Abstract
OBJECTIVES This study examines the association between morbidity (i.e., chronic health conditions) and self-rated health (SRH) with the aim of testing the within-group and across-group validity of SRH across nine ethnic groups: non-Latinx White, Mexican, Puerto Rican, Cuban, African American, Afro-Caribbean, Chinese, Filipino, and Vietnamese Americans. In addition, we assess whether acculturation (i.e., nativity, years of US residency, language of interview) and health-related factors (e.g., mental disorder) account for ethnic distinctions in SRH. DESIGN Data are from the National Survey of American Life (NSAL) and the National Latino and Asian American Study (NLAAS) (N = 8338). Weighted proportions and means for SRH and chronic conditions are reported. Ordered logistic regression analysis is used to determine ethnic group patterns in SRH. RESULTS Despite evidence of within-group validity of SRH for each ethnic group, our results seriously challenge the across-group validity of SRH. For example, Chinese and Vietnamese respondents report lower SRH despite having fewer chronic conditions relative to non-Latinx Whites. Moreover, Mexican Americans report fewer chronic health problems but lower SRH compared to non-Latinx Whites. Acculturation factors (e.g., language of interview) partially explain the Mexican-White difference in SRH. Among Chinese Americans, completing an interview in English is associated with higher SRH relative to those who completed an interview in Chinese. CONCLUSION These findings have implications for health disparities research that uses SRH as the dependent measure. Studies that compare the health profiles of diverse ethnic groups should use the SRH measure with caution, as SRH does not align with ethnic patterns of morbidity.
Collapse
Affiliation(s)
- Christy L Erving
- Department of Sociology, Vanderbilt University, Nashville, TN, USA.
| | - Rachel Zajdel
- Department of Sociology, Vanderbilt University, Nashville, TN, USA
| |
Collapse
|
7
|
Self-rated Health Disparities Among Asian Americans: Mediating Roles of Education Level and Household Income. J Immigr Minor Health 2020; 23:583-590. [DOI: 10.1007/s10903-020-01051-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
|
8
|
Hossain S, Anjum A, Hasan MT, Uddin ME, Hossain MS, Sikder MT. Self-perception of physical health conditions and its association with depression and anxiety among Bangladeshi university students. J Affect Disord 2020; 263:282-288. [PMID: 31818790 DOI: 10.1016/j.jad.2019.11.153] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Revised: 11/09/2019] [Accepted: 11/30/2019] [Indexed: 11/19/2022]
Abstract
BACKGROUND Self-perception of physical health conditions is associated with depression and anxiety. Although some recent studies revealed a high prevalence of depression and anxiety among Bangladeshi university students, no study has yet investigated the link between self-perception of physical health and these common psychological disorders. Therefore, this study aimed to explore the association of self-perception of physical health conditions with depression and anxiety among university students in Dhaka, Bangladesh. METHODS A cross-sectional study was conducted between August and November 2017 among 897 undergraduate students of Jahangirnagar University, Dhaka through face-to-face interviews using a semi-structured questionnaire. Chi-square test and binary logistic regression analysis were used to examine the association between the variables. RESULTS 13.9% of the respondents had poor self-rated health (SRH) and 49.9% had self-rated body image (SRBI) dissatisfaction. 25.6% of the students reported to be overweight/obese whereas 18.7% to be underweight. Poor and moderate SRH was found to be significantly associated with students' depression (adjusted odds ratio [AOR]: 6.700; 95% CI: 3.821-11.749 and AOR: 2.155; 95% CI: 1.582-2.934) and anxiety (AOR: 4.365; 95% CI: 2.599-7.332 and AOR: 1.776; 95% CI: 1.270-2.484). Furthermore, SRBI dissatisfaction, underweight SRBI, overweight/obese SRBI, low blood pressure and hypertension were also significantly linked with students' depression and anxiety. CONCLUSION Students dissatisfied with their physical health status had higher chances to suffer from depression and anxiety. The findings of this study would create room for further research and could be used to design a comprehensive health program for young students.
Collapse
Affiliation(s)
- Sahadat Hossain
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka 1342, Bangladesh; Maternal and Child Health Division, International Centre for Diarrhoeal Diseases Research, Bangladesh (icddr,b), 68, Shahid Tajuddin Sarani, Mohakhali, Dhaka 1212, Bangladesh.
| | - Afifa Anjum
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka 1342, Bangladesh
| | - M Tasdik Hasan
- Research Assistant, Department of Psychological Sciences, University of Liverpool, United Kingdom
| | - Md Elias Uddin
- Department of English, University of Dhaka, Dhaka 1000, Bangladesh
| | - Md Shakhaoat Hossain
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka 1342, Bangladesh
| | - Md Tajuddin Sikder
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka 1342, Bangladesh
| |
Collapse
|
9
|
Nicholson HL. Associations Between Major and Everyday Discrimination and Self-Rated Health Among US Asians and Asian Americans. J Racial Ethn Health Disparities 2019; 7:262-268. [PMID: 31664673 DOI: 10.1007/s40615-019-00654-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Revised: 10/04/2019] [Accepted: 10/10/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND Asians and Asian Americans in the USA have historically and continue to experience everyday and major forms of discrimination. However, much less is known, on a population-level, concerning the relationship between experiences with major discrimination and health outcomes among this racial/ethnic minority group, while also accounting for the daily influence of everyday discrimination. This analysis explores the concurrent association of both forms of discrimination among the Asian population in the USA. METHODS Using data from the 2016 National Asian American Survey, a nationally representative sample of Asians from 10 ethnic subgroups, I examined the association between various forms of self-reported encounters with major as well as everyday discrimination-several of which relate to the unique, racialized experiences of Asians-and self-rated health. I ran three weighted logistic regression models examining the individual and concurrent association between major and everyday discrimination and self-rated health, controlling for relevant demographic and acculturation factors. RESULTS When assessed in isolation, unit increases in major and everyday discrimination were associated with poorer self-rated health. However, when examined concurrently, only higher levels of encounters with major forms of discrimination were associated with higher odds of poorer self-rated health. CONCLUSIONS Although everyday discrimination contributes to poorer health outcomes among Asians, a finding consistent with past research, instances of lifetime major discrimination should be viewed as a more toxic form of discrimination that may more negatively impact their perceived health status. Reducing instances of structural-level discrimination is therefore key toward the prevention of poorer health outcomes among this rapidly growing racial/ethnic minority group.
Collapse
Affiliation(s)
- Harvey L Nicholson
- Department of Sociology and Criminology & Law, University of Florida, Gainesville, FL, 32606, USA.
| |
Collapse
|
10
|
Wu TY, Raghunathan V. Predictors of Preventive Health Practices, Chronic Disease Burden and Health Status Among Underserved Bangladeshi Americans in Michigan. J Community Health 2019; 45:310-318. [PMID: 31531751 DOI: 10.1007/s10900-019-00742-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The Bangladeshi American community in Michigan is growing rapidly. Little is known about the correlates of health status and preventive health services among Bangladeshi Americans. The purpose of this study was to examine the relationships between demographic factors, preventive health practices, chronic conditions and health status of this population. Data were collected through self-administered surveys during community events in Hamtramck, Michigan and analyzed using descriptive statistics and multiple linear regression. The surveys were completed by 166 Bangladeshi Americans. A majority reported not having an up-to-date physical/dental exams, colorectal, cervical, or breast cancer screening. The length of U.S. residency was associated with cancer screening utilization while employment status was correlated with self-reported health status. Our results demonstrate a need for development and implementation of language-appropriate and cultural interventions to address the unique healthcare needs of this growing population.
Collapse
Affiliation(s)
- Tsu-Yin Wu
- School of Nursing, Eastern Michigan University, 311 Everett L. Marshall Building, Room 328, Ypsilanti, MI, 48197, USA.
| | - Vedhika Raghunathan
- College of Literature, Science and the Arts, University of Michigan, Ann Arbor, MI, 48109, USA
| |
Collapse
|