{"title":"审视种族歧视指数和南卡罗来纳州黑人潜在寿命损失年(YPLL):一项实时社交媒体研究。","authors":"Yunqing Ma, Peiyin Hung, Xiaotong Shen, Zhenlong Li, Curisa Tucker, Jiajia Zhang","doi":"10.1007/s40615-025-02416-7","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Despite efforts to reduce health disparities, Black Americans still face higher mortality rates than Whites. Racism has been recognized as a significant social determinant of health. Using social media data, human-being qualitative coding, and AI, we created a county-level racial discrimination index, exploring its association with years of potential life lost (YPLL) rates.</p><p><strong>Methods: </strong>Through human-AI collaborative approaches using X/Twitter data, we calculated yearly county-level racial discrimination index (RDI)-number of racial discrimination posts per 100,000 in-county non-duplicated posts and examined the relationship between RDI terciles and YPLL per 100,000 non-Hispanic Black individuals. Annual data for the covariates were derived from 2018-2022 County Health Rankings and American Community Surveys across all South Carolina (SC) counties.</p><p><strong>Results: </strong>RDI increased from 2018 (mean [SD], 1.443 [1.991]) to 2022 (3.439 [5.761]). Adjusting for county sociodemographic factors and historical trends, RDI was associated with the YPLL rate (marginal effects, highest vs. lowest tercile, 421.3; 95% confidence interval, 134.7-709.8; p = 0.006).</p><p><strong>Conclusions: </strong>Digital racial discrimination was highly associated with Black YPLL rates, confirming the importance of racial discrimination in health disparity, especially premature deaths. Addressing explicit and implicit racism in highly affected counties is crucial for reducing persistent health inequities and promoting equity in communities.</p>","PeriodicalId":16921,"journal":{"name":"Journal of Racial and Ethnic Health Disparities","volume":" ","pages":""},"PeriodicalIF":3.2000,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Examining Racial Discrimination Index and Black-Years of Potential Life Lost (YPLL) in South Carolina: A Real-Time Social Media Research.\",\"authors\":\"Yunqing Ma, Peiyin Hung, Xiaotong Shen, Zhenlong Li, Curisa Tucker, Jiajia Zhang\",\"doi\":\"10.1007/s40615-025-02416-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>Despite efforts to reduce health disparities, Black Americans still face higher mortality rates than Whites. Racism has been recognized as a significant social determinant of health. Using social media data, human-being qualitative coding, and AI, we created a county-level racial discrimination index, exploring its association with years of potential life lost (YPLL) rates.</p><p><strong>Methods: </strong>Through human-AI collaborative approaches using X/Twitter data, we calculated yearly county-level racial discrimination index (RDI)-number of racial discrimination posts per 100,000 in-county non-duplicated posts and examined the relationship between RDI terciles and YPLL per 100,000 non-Hispanic Black individuals. Annual data for the covariates were derived from 2018-2022 County Health Rankings and American Community Surveys across all South Carolina (SC) counties.</p><p><strong>Results: </strong>RDI increased from 2018 (mean [SD], 1.443 [1.991]) to 2022 (3.439 [5.761]). Adjusting for county sociodemographic factors and historical trends, RDI was associated with the YPLL rate (marginal effects, highest vs. lowest tercile, 421.3; 95% confidence interval, 134.7-709.8; p = 0.006).</p><p><strong>Conclusions: </strong>Digital racial discrimination was highly associated with Black YPLL rates, confirming the importance of racial discrimination in health disparity, especially premature deaths. Addressing explicit and implicit racism in highly affected counties is crucial for reducing persistent health inequities and promoting equity in communities.</p>\",\"PeriodicalId\":16921,\"journal\":{\"name\":\"Journal of Racial and Ethnic Health Disparities\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2025-04-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Racial and Ethnic Health Disparities\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s40615-025-02416-7\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Racial and Ethnic Health Disparities","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s40615-025-02416-7","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
Examining Racial Discrimination Index and Black-Years of Potential Life Lost (YPLL) in South Carolina: A Real-Time Social Media Research.
Purpose: Despite efforts to reduce health disparities, Black Americans still face higher mortality rates than Whites. Racism has been recognized as a significant social determinant of health. Using social media data, human-being qualitative coding, and AI, we created a county-level racial discrimination index, exploring its association with years of potential life lost (YPLL) rates.
Methods: Through human-AI collaborative approaches using X/Twitter data, we calculated yearly county-level racial discrimination index (RDI)-number of racial discrimination posts per 100,000 in-county non-duplicated posts and examined the relationship between RDI terciles and YPLL per 100,000 non-Hispanic Black individuals. Annual data for the covariates were derived from 2018-2022 County Health Rankings and American Community Surveys across all South Carolina (SC) counties.
Results: RDI increased from 2018 (mean [SD], 1.443 [1.991]) to 2022 (3.439 [5.761]). Adjusting for county sociodemographic factors and historical trends, RDI was associated with the YPLL rate (marginal effects, highest vs. lowest tercile, 421.3; 95% confidence interval, 134.7-709.8; p = 0.006).
Conclusions: Digital racial discrimination was highly associated with Black YPLL rates, confirming the importance of racial discrimination in health disparity, especially premature deaths. Addressing explicit and implicit racism in highly affected counties is crucial for reducing persistent health inequities and promoting equity in communities.
期刊介绍:
Journal of Racial and Ethnic Health Disparities reports on the scholarly progress of work to understand, address, and ultimately eliminate health disparities based on race and ethnicity. Efforts to explore underlying causes of health disparities and to describe interventions that have been undertaken to address racial and ethnic health disparities are featured. Promising studies that are ongoing or studies that have longer term data are welcome, as are studies that serve as lessons for best practices in eliminating health disparities. Original research, systematic reviews, and commentaries presenting the state-of-the-art thinking on problems centered on health disparities will be considered for publication. We particularly encourage review articles that generate innovative and testable ideas, and constructive discussions and/or critiques of health disparities.Because the Journal of Racial and Ethnic Health Disparities receives a large number of submissions, about 30% of submissions to the Journal are sent out for full peer review.