Black Lives Matter movement;
Racism;
Body mass index;
Obesity;
Machine learning;
Twitter;
Big data;
RACIAL-DISCRIMINATION;
PERCEIVED RACISM;
BIRTH OUTCOMES;
DISEASE;
WEIGHT;
HEALTH;
ASSOCIATIONS;
RACE;
D O I:
10.1016/j.socscimed.2021.114265
中图分类号:
R1 [预防医学、卫生学];
学科分类号:
1004 ;
120402 ;
摘要:
Rationale: Black Lives Matter (BLM) is a social movement against systematic injustice and police violence toward Black people whose goal is to ensure their safety and the expression of their culture. As BLM gained momentum, counter-movements emerged, such as All Lives Matter (ALM), White Lives Matter (WLM), and Blue Lives Matter (BlueLM). Because they undermine support for Black people's safety and culture, exposure to stances against BLM can be a race-related stressor. Although the perception of racial discrimination has been associated with negative health outcomes in Black people, it is not clear whether exposure to negative stances on a race-related social issue is associated with worse health outcomes.Objective: We investigated whether living in areas of the United States with a high prevalence of negative stances on BLM is associated with worse health outcomes, such as higher body mass index (BMI) and prevalence of obesity.Methods: We scraped geo-coded tweets (N = 51,020) that contained #BLM, #ALM, #WLM, and #BlueLM from 2014 to 2016. We determined the stances of the tweets on BLM using machine learning algorithms and aggregated stances at the metropolitan or micropolitan statistical area (MMSA) levels. Participants' BMI and obesity status were derived from the 2017 BRFSS SMART data in 76 MMSAs, as compiled by the Centers for Disease Control and Prevention (N = 20,530).Results: After controlling for individual- and regional-level covariates, regional measures of racism and police brutality rate, and baseline BMI in 2014 aggregated on MMSA level, Black people had a higher BMI and prevalence of obesity in areas that showed higher negative stances on BLM. Stances against BLM were positively associated with implicit racism against Black people and can be an acute race-related stressor associated with negative downstream health outcomes. Conclusion: Negative societal sentiments around race-related issues may be detrimental to the health outcomes of minority populations.
机构:
Penn State Univ, Dept Educ Policy Studies, University Pk, PA 16802 USA
Penn State Univ, 405D Rackley Bldg, University Pk, PA 16802 USAPenn State Univ, Dept Educ Policy Studies, University Pk, PA 16802 USA
机构:
Med Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USAMed Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USA
Quinn, Katherine G.
Walsh, Jennifer L.
论文数: 0引用数: 0
h-index: 0
机构:
Med Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USAMed Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USA
Walsh, Jennifer L.
Difranceisco, Wayne
论文数: 0引用数: 0
h-index: 0
机构:
Med Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USAMed Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USA
Difranceisco, Wayne
Edwards, Travonne
论文数: 0引用数: 0
h-index: 0
机构:
Toronto Metropolitan Univ, Sch Child & Youth Care, Toronto, ON, CanadaMed Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USA
Edwards, Travonne
Takahashi, Lois
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Sol Price Sch Publ Policy, Los Angeles, CA USAMed Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USA
Takahashi, Lois
Johnson, Anthony
论文数: 0引用数: 0
h-index: 0
机构:
Loyola Univ Chicago, Sch Social Work, Chicago, IL USAMed Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USA
Johnson, Anthony
Dakin, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
AIDS Fdn Chicago, Chicago, IL USAMed Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USA
Dakin, Andrea
Bouacha, Nora
论文数: 0引用数: 0
h-index: 0
机构:
AIDS Fdn Chicago, Chicago, IL USAMed Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USA
Bouacha, Nora
Voisin, Dexter R.
论文数: 0引用数: 0
h-index: 0
机构:
Case Western Reserve Univ, Sch Appl Social Sci, Cleveland, OH USAMed Coll Wisconsin, Ctr AIDS Intervent Res, Dept Psychiat & Behav Med, Milwaukee, WI 53226 USA
Voisin, Dexter R.
JOURNAL OF URBAN HEALTH-BULLETIN OF THE NEW YORK ACADEMY OF MEDICINE,
2024,
101
(01):
: 23
-
30
机构:
Santa Clara Univ, Leavey Sch Business, Dept Informat Syst & Analyt, Santa Clara, CA 95053 USASanta Clara Univ, Leavey Sch Business, Dept Informat Syst & Analyt, Santa Clara, CA 95053 USA
Lin, Yu- Wei
Yang, Shiyu
论文数: 0引用数: 0
h-index: 0
机构:
San Francisco State Univ, Dept Psychol, San Francisco, CA 94132 USASanta Clara Univ, Leavey Sch Business, Dept Informat Syst & Analyt, Santa Clara, CA 95053 USA
Yang, Shiyu
Han, Wencui
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Stony Brook, Coll Business, Dept Management, Stony Brook, NY 11794 USASanta Clara Univ, Leavey Sch Business, Dept Informat Syst & Analyt, Santa Clara, CA 95053 USA
Han, Wencui
Lu, Jackson G.
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Sloan Sch Management, Cambridge, MA 02142 USASanta Clara Univ, Leavey Sch Business, Dept Informat Syst & Analyt, Santa Clara, CA 95053 USA