Caries risk and social determinants of health A big data report

被引:14
作者
Rodriguez, Juan L. [1 ]
Thakkar-Samtani, Madhuli [2 ]
Heaton, Lisa J. [2 ]
Tranby, Eric P. [2 ]
Tiwari, Tamanna [1 ,3 ]
机构
[1] Univ Colorado, Sch Dent Med, Anschutz Med Campus, Aurora, CO USA
[2] CareQuest Inst Oral Hlth, Boston, MA USA
[3] 13065 E 17th Ave, Aurora, CO 80045 USA
关键词
Caries risk assessment; social deprivation; big data; caries; systemic -oral connection; DENTAL-CARIES; ORAL-HEALTH; COMMUNITY; EPIDEMIOLOGY; DEPRIVATION; INDICATORS; COUNTRIES; BIGMOUTH; NEEDS;
D O I
10.1016/j.adaj.2022.10.006
中图分类号
R78 [口腔科学];
学科分类号
1003 ;
摘要
Background. Oral health is influenced by social determinants of health (SDH), predisposing people and communities to greater risk of developing caries. This study evaluated the association between caries risk in adults and SDH such as ZIP Codes, systemic diseases, payment methods, and race or ethnicity. Methods. The BigMouth Dental Data Repository (n = 57,211) was used to extract clinical and SDH data from patients' dental electronic health records for 2019. Caries risk categories were used as ZIP Code data was merged with the Social Deprivation Index, a composite measure of area-level deprivation based on 7 demographic characteristics collected in the American Community Survey. Results. The results showed that the odds of being in the high caries risk group were higher for people in the 49-to 64-year age group (adjusted odds ratio [aOR], 2.24; 95% CI, 2.08 to 2.40; P <= .001), men (aOR, 1.19; 95% CI, 1.13 to 1.25; P <= .001), people who had comorbidities (diabetes: aOR, 1.16; 95% CI, 1.08 to 1.24; P <= .001; cardiovascular disease: aOR, 1.40; 95% CI, 1.32 to 1.50), and people with an Social Deprivation Index score above the 75th percentile (aOR, 2.39; 95% CI, 2.21 to 2.58; P <= .001). In addition, Hispanic and Black people had higher odds of being at high caries risk than other races or ethnicities (Hispanic: aOR, 3.05; 95% CI, 2.32 to 4.00; Black: aOR, 2.05; 95% CI, 1.02 to 4.01). Conclusions. This study shows the association of caries risk with higher social deprivation, rein-forcing the role of structural and upstream factors in oral health. This study is unique in using recorded ZIP Code information and assessing caries risk levels for those regions. Practical Implications. The physical and structural environment should be considered contrib-utors to caries risk in people.
引用
收藏
页码:113 / 121
页数:9
相关论文
共 50 条
[21]   Artificial Intelligence and Big Data in Public Health [J].
Benke, Kurt ;
Benke, Geza .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2018, 15 (12)
[22]   Impact of big data on oral health outcomes [J].
Nanayakkara, Shanika ;
Zhou, Xiaoyan ;
Spallek, Heiko .
ORAL DISEASES, 2019, 25 (05) :1245-1252
[23]   Reflections on ?Decolonizing? Big Data in Global Health [J].
Qato, Danya M. .
ANNALS OF GLOBAL HEALTH, 2022, 88 (01)
[24]   Case Report: Treatment and management of a child at high risk of caries [J].
Fan, Wen ;
Chen, Qianjing ;
Zhang, Yushan ;
Feng, Jixian ;
Zhai, Yuankun ;
He, Baojie .
FRONTIERS IN PEDIATRICS, 2023, 11
[25]   On the Usability of Big (Social) Data [J].
Choenni, Sunil ;
Netten, Niels ;
S-Bargh, Mortaza ;
Choenni, Rochelle .
2018 IEEE INT CONF ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, UBIQUITOUS COMPUTING & COMMUNICATIONS, BIG DATA & CLOUD COMPUTING, SOCIAL COMPUTING & NETWORKING, SUSTAINABLE COMPUTING & COMMUNICATIONS, 2018, :1167-1174
[26]   Big Data for Social Transportation [J].
Zheng, Xinhu ;
Chen, Wei ;
Wang, Pu ;
Shen, Dayong ;
Chen, Songhang ;
Wang, Xiao ;
Zhang, Qingpeng ;
Yang, Liuqing .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016, 17 (03) :620-630
[27]   Whither social determinants of health? [J].
Nedel, Fulvio Borges ;
Bastos, Joao Luiz .
REVISTA DE SAUDE PUBLICA, 2020, 54
[28]   Big Data for the Social Good: The Drought Early-Warning Experience Report [J].
Tamburri, Damian A. ;
van Mierlo, Vincent R. ;
van den Heuvel, Willem-Jan .
IEEE TRANSACTIONS ON BIG DATA, 2023, 9 (03) :773-791
[29]   Multivariate features selection from demographic and dietary descriptors as caries risk determinants in oral health diagnosis: data from NHANES 2013-2014 [J].
Zanella-Calzada, Laura A. ;
Galvan-Tejada, Carlos E. ;
Chavez-Lamas, Nubia M. ;
Galvan-Tejada, Jorge I. ;
Celaya-Padilla, Jose M. .
2018 28TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND COMPUTERS (CONIELECOMP), 2018, :217-224
[30]   Social determinants of oral health and disease in US men [J].
Tomar, Scott L. .
JOURNAL OF MENS HEALTH, 2012, 9 (02) :113-119