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Volpert-Esmond HI, Bray JR, Pages SM, Danyluck C. Cardiovascular reactivity during conversations about discrimination is buffered by social support among U.S. Latines. Sci Rep 2024; 14:26964. [PMID: 39505989 PMCID: PMC11542084 DOI: 10.1038/s41598-024-76795-y] [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] [Received: 05/27/2024] [Accepted: 10/16/2024] [Indexed: 11/08/2024] Open
Abstract
Racial discrimination is conceptualized as an acute and chronic stressor. Like other acute stressors, lab-based studies demonstrate acute effects of discrimination-related stressors on stress-related cardiovascular outcomes, including total cardiac output, blood pressure, and indices of sympathetic and parasympathetic nervous system activity. Critically, it is important to understand how individual and social factors buffer the experience of race-related acute stress. The current study extends existing work by measuring cardiovascular indices of stress during conversations about racial/ethnic discrimination and examines the moderating role of social support. Latine/Hispanic participants (N = 97) talked about personal discrimination experiences with either a close other or a research assistant they had never previously met. Participants in both conditions exhibited cardiovascular reactivity indicative of stress during the conversation. Additionally, patterns of reactivity reflected a more adaptive stress response and recovery profile when participants talked about discriminatory experiences with a close other relative to a stranger (less parasympathetic withdrawal during the stressor and more parasympathetic rebound during recovery). These patterns are consistent with a stress buffering account of social support, which suggests social bonds and community-level support are critical to consider in interventions to mitigate the harms of experiencing discrimination and prevent chronic health disparities.
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Affiliation(s)
- Hannah I Volpert-Esmond
- Department of Psychology, University of Texas at El Paso, 500 W. University Ave, El Paso, TX, 79968, USA.
| | - Jessica R Bray
- Department of Psychology, University of Kentucky, Kastle Hall 115, Lexington, KY, 40506, USA
| | - Samantha M Pages
- Department of Psychology, University of Texas at El Paso, 500 W. University Ave, El Paso, TX, 79968, USA
| | - Chad Danyluck
- Department of Psychology, Carleton University, 1125 Colonel By Dr, Ottawa, ON, K1S 5B6, Canada
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Agbonlahor O, DeJarnett N, Hart JL, Bhatnagar A, McLeish AC, Walker KL. Racial/Ethnic Discrimination and Cardiometabolic Diseases: A Systematic Review. J Racial Ethn Health Disparities 2024; 11:783-807. [PMID: 36976513 PMCID: PMC10044132 DOI: 10.1007/s40615-023-01561-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 02/23/2023] [Accepted: 03/01/2023] [Indexed: 03/29/2023]
Abstract
INTRODUCTION Racial discrimination has been identified as a risk factor for cardiometabolic diseases, the leading cause of morbidity and mortality among racial/ethnic minority groups; however, there is no synthesis of current knowledge on the association between discrimination and cardiometabolic diseases. The objective of this systematic review was to summarize evidence linking racial/ethnic discrimination and cardiometabolic diseases. METHODS The review was conducted based on studies identified via electronic searches of 5 databases (PubMed, Google Scholar, WorldWideScience.org, ResearchGate and Microsoft Academic) using terms related to discrimination and cardiometabolic disease. RESULTS Of the 123 eligible studies included in the review, 87 were cross-sectional, 25 longitudinal, 8 quasi-experimental, 2 randomized controlled trials and 1 case-control. Cardiometabolic disease outcomes discussed were hypertension (n = 46), cardiovascular disease (n = 40), obesity (n = 12), diabetes (n = 11), metabolic syndrome (n = 9), and chronic kidney disease (n = 5). Although a variety of discrimination measures was employed across the studies, the Everyday Discrimination Scale was used most often (32.5%). African Americans/Blacks were the most frequently studied racial/ethnic group (53.1%), and American Indians the least (0.02%). Significant associations between racial/ethnic discrimination and cardiometabolic disease were found in 73.2% of the studies. DISCUSSION Racial/ethnic discrimination is positively associated with increased risk of cardiometabolic disease and higher levels of cardiometabolic biomarkers. Identifying racial/ethnic discrimination as a potential key contributor to the health inequities associated with cardiometabolic diseases is important for addressing the significant burden borne by racial/ethnic minorities.
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Affiliation(s)
- Osayande Agbonlahor
- Department of Communication, University of Louisville, Louisville, KY USA
- Christina Lee Brown Envirome Institute, School of Medicine, University of Louisville, Louisville, KY USA
| | - Natasha DeJarnett
- Christina Lee Brown Envirome Institute, School of Medicine, University of Louisville, Louisville, KY USA
- Division of Environmental Medicine, School of Medicine, University of Louisville, Louisville, KY USA
| | - Joy L. Hart
- Department of Communication, University of Louisville, Louisville, KY USA
- Christina Lee Brown Envirome Institute, School of Medicine, University of Louisville, Louisville, KY USA
- American Heart Association Tobacco Center for Regulatory Science, Dallas, TX USA
| | - Aruni Bhatnagar
- Christina Lee Brown Envirome Institute, School of Medicine, University of Louisville, Louisville, KY USA
- Division of Environmental Medicine, School of Medicine, University of Louisville, Louisville, KY USA
- American Heart Association Tobacco Center for Regulatory Science, Dallas, TX USA
| | - Alison C. McLeish
- Christina Lee Brown Envirome Institute, School of Medicine, University of Louisville, Louisville, KY USA
- American Heart Association Tobacco Center for Regulatory Science, Dallas, TX USA
- Department of Psychological and Brain Sciences, University of Louisville, Louisville, KY USA
| | - Kandi L. Walker
- Department of Communication, University of Louisville, Louisville, KY USA
- Christina Lee Brown Envirome Institute, School of Medicine, University of Louisville, Louisville, KY USA
- American Heart Association Tobacco Center for Regulatory Science, Dallas, TX USA
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Andersen JA, Willis DE, Kaholokula JK, Rowland B, Council S, Riklon S, McElfish PA. Experiences of Discrimination Among Native Hawaiians and Pacific Islanders Living in the USA. J Racial Ethn Health Disparities 2024; 11:184-191. [PMID: 36626048 PMCID: PMC9838348 DOI: 10.1007/s40615-022-01509-x] [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] [Received: 10/07/2022] [Revised: 12/07/2022] [Accepted: 12/23/2022] [Indexed: 01/11/2023]
Abstract
Experiences of racism and discrimination are stressors that adversely affect the well-being of marginalized populations, including Native Hawaiians and Pacific Islanders (NHPI). However, commonly used data aggregation methods obscure information on NHPI communities and their lived experiences. The aim of our study is to understand the types and frequency of discrimination experienced by NHPI adults in the USA. The study utilized online survey data collected from 252 NHPI adults living in the USA between September and October 2021. Younger NHPI adults, those who report constantly thinking about their race/ethnicity, and those who are socially assigned a race/ethnicity that does not match their own report experiencing more types of discrimination. NHPI who constantly think about their race/ethnicity and those who are socially assigned a race/ethnicity that does not match their own report a greater frequency of discrimination. Findings indicate the need to understand the experiences of discrimination in this population.
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Affiliation(s)
- Jennifer A. Andersen
- College of Medicine, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St, Springdale, AR 72762 USA
| | - Don E. Willis
- College of Medicine, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St, Springdale, AR 72762 USA
| | - Joseph Keawe‘aimoku Kaholokula
- Department of Native Hawaiian Health, John A. Burns School of Medicine, University of Hawai’i at Manoa, 651 Ilalo St, Honolulu, HI 96813 USA
| | - Brett Rowland
- Office of Community Health and Research, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St, Springdale, AR 72762 USA
| | - Sarah Council
- Office of Community Health and Research, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St, Springdale, AR 72762 USA
| | - Sheldon Riklon
- College of Medicine, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St, Springdale, AR 72762 USA
| | - Pearl A. McElfish
- College of Medicine, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St, Springdale, AR 72762 USA
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Wills TA, Kaholokula JK, Pokhrel P, Pagano I. Ethnic differences in respiratory disease for Native Hawaiians and Pacific Islanders: Analysis of mediation processes in two community samples. PLoS One 2023; 18:e0290794. [PMID: 37624834 PMCID: PMC10456168 DOI: 10.1371/journal.pone.0290794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023] Open
Abstract
OBJECTIVE The prevalence of asthma and chronic obstructive pulmonary disorder (COPD) is elevated for Native Hawaiians but the basis for this differential is not well understood. We analyze data on asthma and COPD in two samples including Native Hawaiians Pacific Islanders, and Filipinos to determine how ethnicity is related to respiratory disease outcomes. METHODS We analyzed the 2016 and 2018 Behavioral Risk Factor Surveillance Survey (BRFSS), a telephone survey of participants ages 18 and over in the State of Hawaii. Criterion variables were a diagnosis of asthma or COPD by a health professional. Structural equation modeling tested how five hypothesized risk factors (cigarette smoking, e-cigarette use, second-hand smoke exposure, obesity, and financial stress) mediated the ethnic differential in the likelihood of disease. Age, sex, and education were included as covariates. RESULTS Structural modeling with 2016 data showed that Native Hawaiian ethnicity was related to higher levels of the five risk factors and each risk factor was related to a higher likelihood of respiratory disease. Indirect effects were statistically significant in almost all cases, with direct effects to asthma and COPD also observed. Mediation effects through comparable pathways were also noted for Pacific Islanders and Filipinos. These findings were replicated with data from the 2018 survey. CONCLUSIONS Native Hawaiian and Pacific Islander ethnicity is associated with greater exposure to five risk factors and this accounts in part for the ethnic differential in respiratory disease outcomes. The results support a social-ecological model of health disparities in this population. Implications of the findings for preventive interventions are discussed.
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Affiliation(s)
- Thomas A. Wills
- Cancer Prevention in the Pacific Program, University of Hawaii Cancer Center, Honolulu, Hawaii, United States of America
| | - Joseph Keawe’aimoku Kaholokula
- Department of Native Hawaiian Health, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, Hawaii, United States of America
| | - Pallav Pokhrel
- Cancer Prevention in the Pacific Program, University of Hawaii Cancer Center, Honolulu, Hawaii, United States of America
| | - Ian Pagano
- Cancer Prevention in the Pacific Program, University of Hawaii Cancer Center, Honolulu, Hawaii, United States of America
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Waitzfelder B, Palaniappan L, Varga A, Frankland TB, Li J, Daida YG, Kaholokula JK, Bacong AM, Rawlings AM, Chung S, Howick C, Fortmann SP. Prevalence of cardiovascular disease among Asian, Pacific Islander and multi-race populations in Hawai'i and California. BMC Public Health 2023; 23:885. [PMID: 37189145 PMCID: PMC10184427 DOI: 10.1186/s12889-023-15795-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 05/03/2023] [Indexed: 05/17/2023] Open
Abstract
BACKGROUND Cardiovascular disease (CVD) remains the leading cause of death in the US. CVD incidence is influenced by many demographic, clinical, cultural, and psychosocial factors, including race and ethnicity. Despite recent research, there remain limitations on understanding CVD health among Asians and Pacific Islanders (APIs), particularly some subgroups and multi-racial populations. Combining diverse API populations into one study group and difficulties in defining API subpopulations and multi-race individuals have hampered efforts to identify and address health disparities in these growing populations. METHODS The study cohort was comprised of all adult patients at Kaiser Permanente Hawai'i and Palo Alto Medical Foundation in California during 2014-2018 (n = 684,363). EHR-recorded ICD-9 and ICD-10 diagnosis codes were used to indicate coronary heart disease (CHD), stroke, peripheral vascular disease (PVD), and overall CVD. Self-reported race and ethnicity data were used to construct 12 mutually exclusive single and multi-race groups, and a Non-Hispanic White (NHW) comparison group. Logistic regression models were used to derive prevalence estimates, odds ratios, and confidence intervals for the 12 race/ethnicity groups. RESULTS The prevalence of CHD and PVD varied 4-fold and stroke and overall CVD prevalence varied 3-fold across API subpopulations. Among Asians, the Filipino subgroup had the highest prevalence of all three CVD conditions and overall CVD. Chinese people had the lowest prevalence of CHD, PVD and overall CVD. In comparison to Native Hawaiians, Other Pacific Islanders had significantly higher prevalence of CHD. For the multi-race groups that included Native Hawaiians and Other Pacific Islanders, the prevalence of overall CVD was significantly higher than that for either single-race Native Hawaiians or Other Pacific Islanders. The multi-race Asian + White group had significantly higher overall CVD prevalence than both the NHW group and the highest Asian subgroup (Filipinos). CONCLUSIONS Study findings revealed significant differences in overall CVD, CHD, stroke, and PVD among API subgroups. In addition to elevated risk among Filipino, Native Hawaiian, and Other Pacific Islander groups, the study identified particularly elevated risk among multi-race API groups. Differences in disease prevalence are likely mirrored in other cardiometabolic conditions, supporting the need to disaggregate API subgroups in health research.
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Affiliation(s)
- Beth Waitzfelder
- Center for Integrated Health Care Research, Kaiser Permanente Hawai'i, Honolulu, HI, USA
| | | | - Alexandra Varga
- Kaiser Permanente Center for Health Research, 3800 N. Interstate Ave., Portland, OR, 97227, USA
| | - Timothy B Frankland
- Center for Integrated Health Care Research, Kaiser Permanente Hawai'i, Honolulu, HI, USA
| | - Jiang Li
- Palo Alto Medical Foundation Research Institute, Center for Health Systems Research, Sutter Health, Palo Alto, CA, USA
| | - Yihe G Daida
- Center for Integrated Health Care Research, Kaiser Permanente Hawai'i, Honolulu, HI, USA
| | | | | | - Andreea M Rawlings
- Kaiser Permanente Center for Health Research, 3800 N. Interstate Ave., Portland, OR, 97227, USA
| | | | - Connor Howick
- Center for Integrated Health Care Research, Kaiser Permanente Hawai'i, Honolulu, HI, USA
| | - Stephen P Fortmann
- Kaiser Permanente Center for Health Research, 3800 N. Interstate Ave., Portland, OR, 97227, USA.
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, USA.
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Racial Disparities in Breastmilk Receipt and Extremely Low Gestational Age Neonatal Morbidities in an Asian Pacific Islander Population. J Racial Ethn Health Disparities 2023; 10:952-960. [PMID: 35297496 DOI: 10.1007/s40615-022-01283-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 03/09/2022] [Accepted: 03/09/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Racial disparities in breastmilk provision and neonatal morbidities of extreme prematurity have been documented in previous studies but are not as well-documented in Asian and Pacific Islander (API) infants. The objectives of this study were to evaluate a predominantly API neonatal intensive care unit (NICU) population for racial disparities in (1) the receipt of breastmilk within 24 h of admission and at discharge and (2) neonatal morbidities among infants ≤ 28 weeks gestational age. METHODS A retrospective chart review of 2528 infants from 2018 to 2020 born at the largest level 3 NICU in Honolulu, Hawai'i, was conducted. Multivariable logistic regression analysis was performed on NICU outcomes to calculate adjusted odds ratios (aOR) and confidence intervals (CI). RESULTS Native Hawaiian (NH) (aOR 0.73 [0.54, 0.98]), Pacific Islander (PI) (aOR 0.57 [0.41, 0.79]), and Filipino infants (aOR 0.66 [0.49, 0.89]) were less likely to receive breastmilk at discharge compared to Asian infants. PI infants were also more likely to experience necrotizing enterocolitis (aOR 7.89 [1.07, 58.10]) and intraventricular hemorrhage (aOR 3.86 [1.15, 13.02]) compared to Asian infants. CONCLUSION In a predominantly API population, disparities in breastmilk receipt and neonatal morbidities exist among NH, PI, and Filipino infants in the NICU. Our findings call for better understanding of the underlying inequities to guide directed efforts, including standardization of care through staff trainings on implicit biases and trauma-informed care, as well as provision of culturally sensitive education and lactation support for these patients.
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Fu R, Leff SS, Carroll I, Brizzolara-Dove S, Campbell K. Racial Microaggressions and Anti-Racism: A Review of the Literature with Implications for School-Based Interventions and School Psychologists. SCHOOL PSYCHOLOGY REVIEW 2022; 53:1-16. [PMID: 38487040 PMCID: PMC10936695 DOI: 10.1080/2372966x.2022.2128601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 09/18/2022] [Indexed: 10/31/2022]
Abstract
Many racial-ethnic minoritized individuals are repeatedly exposed to subtle actions reflecting racial slights, termed racial microaggressions (RMAs), which are associated with adjustment problems in early adult and adult populations. Early adolescence represents a unique developmental period when minoritized youth begin their racial-ethnic identity exploration and are subjected to stereotypes and prejudice, thereby making them vulnerable to RMAs. Based upon the Preferred Reporting Items for Systematic Reviews and Meta-Analyses checklist, a systematic literature search, screening and review of RMA literature focusing on high schoolers and younger youth was conducted and yielded 54 publications. This paper reviewed the publications and identified gaps in the field such as the need for systematic research on early adolescents including the frequency and severity of RMAs and the important contributions of peers, parents and teachers for RMA victims, and the need for more evidence-based programming for middle schoolers. Findings suggest that developing school-based microaggression anti-racism programs is clearly needed for minoritized and White youth.
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Affiliation(s)
- Rui Fu
- The Center for Violence Prevention at Children's Hospital of Philadelphia, Philadelphia, PA
| | - Stephen S Leff
- The Center for Violence Prevention at Children's Hospital of Philadelphia, Philadelphia, PA
- The Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA, USA
| | - Ian Carroll
- The Center for Violence Prevention at Children's Hospital of Philadelphia, Philadelphia, PA
| | - Shelby Brizzolara-Dove
- The Center for Violence Prevention at Children's Hospital of Philadelphia, Philadelphia, PA
| | - Kenisha Campbell
- The Center for Violence Prevention at Children's Hospital of Philadelphia, Philadelphia, PA
- The Perelman School of Medicine at The University of Pennsylvania, Philadelphia, PA, USA
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Gee GC, Morey BN, Bacong AM, Doan TT, Penaia CS. Considerations of Racism and Data Equity Among Asian Americans, Native Hawaiians, And Pacific Islanders in the Context of COVID-19. CURR EPIDEMIOL REP 2022; 9:77-86. [PMID: 35342687 PMCID: PMC8932682 DOI: 10.1007/s40471-022-00283-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/25/2022] [Indexed: 11/22/2022]
Abstract
Purpose of Review The COVID-19 pandemic has revealed the importance of considering social determinants of health, including factors such as structural racism. This review discusses some of the evidence that triangulates on this issue, including data from hate crime statistics, social media analysis, and survey-based research. It also examines the data needs for Asian Americans, Native Hawaiian, and Pacific Islander (NHPI) communities. Recent Findings The available data provides evidence that the pandemic has contributed to an increase in anti-Asian sentiment and discriminatory incidents. Many reports have surfaced showing a surge in anti-Chinese discrimination, which has "spilled over" into other Asian communities. Research is beginning to emerge to show that such discrimination may also impact health issues such as psychological distress. Given prior research, we would expect many more studies to emerge in the future. Also, the pandemic has illustrated the major gaps in data available to disentangle the health and social concerns facing Asian Americans and NHPI communities. Significant issues include the lack of systematic reporting of data for these communities both across states, and even among agencies within a state; erroneous aggregation of Asians with NHPIs; and censoring of data. These gaps and issues contribute to bias that obscures objective data and amplifies health inequalities. Summary The COVID-19 pandemic has had a negative impact on the well-being of Asian American and NHPI communities. It is critical to provide disaggregated data, not only so that we can have accurate reporting, but also to ensure data and health equity.
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Affiliation(s)
- Gilbert C. Gee
- Department of Community Health Sciences, University of California Los Angeles, 650 Charles E. Young Drive South, Los Angeles, CA USA
| | - Brittany N. Morey
- Department of Health, Society, & Behavior, Program in Public Health, University of California Irvine, 653 E. Peltason Dr., Anteater Instruction and Research Building (AIRB) 2022, Irvine, CA USA
| | - Adrian M. Bacong
- Department of Community Health Sciences, University of California Los Angeles, 650 Charles E. Young Drive South, Los Angeles, CA USA
| | - Tran T. Doan
- Department of Health Management and Policy, University of Michigan, 1415 Washington Heights, Ann Arbor, MI USA
| | - Corina S. Penaia
- Asian Pacific Islander Forward Movement, 905 East 8th Street, Los Angeles, CA USA
- Department of Health Policy and Management, University of California Los Angeles, 650 Charles E. Young Drive South, Los Angeles, CA USA
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Nguyen TT, Criss S, Dwivedi P, Huang D, Keralis J, Hsu E, Phan L, Nguyen LH, Yardi I, Glymour MM, Allen AM, Chae DH, Gee GC, Nguyen QC. Exploring U.S. Shifts in Anti-Asian Sentiment with the Emergence of COVID-19. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17197032. [PMID: 32993005 PMCID: PMC7579565 DOI: 10.3390/ijerph17197032] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 09/16/2020] [Accepted: 09/17/2020] [Indexed: 01/01/2023]
Abstract
Background: Anecdotal reports suggest a rise in anti-Asian racial attitudes and discrimination in response to COVID-19. Racism can have significant social, economic, and health impacts, but there has been little systematic investigation of increases in anti-Asian prejudice. Methods: We utilized Twitter’s Streaming Application Programming Interface (API) to collect 3,377,295 U.S. race-related tweets from November 2019–June 2020. Sentiment analysis was performed using support vector machine (SVM), a supervised machine learning model. Accuracy for identifying negative sentiments, comparing the machine learning model to manually labeled tweets was 91%. We investigated changes in racial sentiment before and following the emergence of COVID-19. Results: The proportion of negative tweets referencing Asians increased by 68.4% (from 9.79% in November to 16.49% in March). In contrast, the proportion of negative tweets referencing other racial/ethnic minorities (Blacks and Latinx) remained relatively stable during this time period, declining less than 1% for tweets referencing Blacks and increasing by 2% for tweets referencing Latinx. Common themes that emerged during the content analysis of a random subsample of 3300 tweets included: racism and blame (20%), anti-racism (20%), and daily life impact (27%). Conclusion: Social media data can be used to provide timely information to investigate shifts in area-level racial sentiment.
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Affiliation(s)
- Thu T. Nguyen
- Department of Family and Community Medicine, University of California San Francisco, San Francisco, CA 94110, USA
- Correspondence:
| | - Shaniece Criss
- Department of Health Sciences, Furman University, Greenville, SC 29613, USA;
| | - Pallavi Dwivedi
- Department of Epidemiology & Biostatistics, University of Maryland School of Public Health, College Park, MD 20742, USA; (P.D.); (D.H.); (J.K.); (Q.C.N.)
| | - Dina Huang
- Department of Epidemiology & Biostatistics, University of Maryland School of Public Health, College Park, MD 20742, USA; (P.D.); (D.H.); (J.K.); (Q.C.N.)
| | - Jessica Keralis
- Department of Epidemiology & Biostatistics, University of Maryland School of Public Health, College Park, MD 20742, USA; (P.D.); (D.H.); (J.K.); (Q.C.N.)
| | - Erica Hsu
- Department of Public Health Science, University of Maryland, College Park, MD 20742, USA; (E.H.); (L.P.); (L.H.N.); (I.Y.)
| | - Lynn Phan
- Department of Public Health Science, University of Maryland, College Park, MD 20742, USA; (E.H.); (L.P.); (L.H.N.); (I.Y.)
| | - Leah H. Nguyen
- Department of Public Health Science, University of Maryland, College Park, MD 20742, USA; (E.H.); (L.P.); (L.H.N.); (I.Y.)
| | - Isha Yardi
- Department of Public Health Science, University of Maryland, College Park, MD 20742, USA; (E.H.); (L.P.); (L.H.N.); (I.Y.)
| | - M. Maria Glymour
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA 94158, USA;
| | - Amani M. Allen
- Divisions of Community Health Sciences and Epidemiology, University of California, Berkeley, CA 94704, USA;
| | - David H. Chae
- Department of Global Community Health and Behavioral Sciences, Tulane School of Public Health and Tropical Medicine, New Orleans, LA 70112, USA;
| | - Gilbert C. Gee
- Department of Community Health Sciences, University of California, Los Angeles, CA 90095, USA;
| | - Quynh C. Nguyen
- Department of Epidemiology & Biostatistics, University of Maryland School of Public Health, College Park, MD 20742, USA; (P.D.); (D.H.); (J.K.); (Q.C.N.)
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Ing CT, Antonio M, Ahn HJ, Cassel K, Dillard A, Kekauoha BP, Kaholokula JK. An Examination of the Relationship between Discrimination, Depression, and Hypertension in Native Hawaiians. ASIAN AMERICAN JOURNAL OF PSYCHOLOGY 2019; 10:249-257. [PMID: 33224437 PMCID: PMC7678754 DOI: 10.1037/aap0000151] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Native Hawaiians bear a disproportionate burden of hypertension. Discrimination and depression are potential hypertension risk factors. Although the relationship between discrimination and depression is well established, how these factors affect hypertension risk in indigenous populations remains unknown. We examined the relationship between discrimination, depression, and hypertension in adult Native Hawaiians. We hypothesized that greater frequency of perceived discrimination and greater frequency of depressive symptoms would independently increase the likelihood of having hypertension. Surveys were mailed to 540 adult Native Hawaiians residing on five Hawaiian Homesteads. The surveys measured: hypertension status, sociodemographic factors (age, gender, income, employment status), body mass index (BMI), physical activity frequency, smoking, Hawaiian cultural affiliation, American cultural affiliation, perceived discrimination, and depressive symptoms. Respondents (n=171) were mostly female (71%), a mean age of 57yrs, and 54% reported having hypertension. The logistic regression model included perceived discrimination, depression, BMI, frequency of vigorous physical activity, and Hawaiian cultural affiliation, and sociodemographic variables. The model showed that Hawaiian cultural affiliation and discrimination were significantly related to hypertension status. Depression was not related to hypertension status. Interaction analysis found that for individuals with lower Hawaiian cultural affiliation, frequent perceived discrimination was significantly associated with lower odds of having hypertension. The negative association between perceived discrimination and hypertension status was opposite from hypothesized. However, the interaction suggests this relationship holds only for less culturally affiliated individuals. These results underscore the varied nature of hypertension determinants and may have clinical implications for the treatment of hypertension in Native Hawaiians.
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Affiliation(s)
| | | | - Hyeong Jun Ahn
- Department Quantitative Health Sciences University of Hawai’i at Mānoa
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