Cumulative social risk and type 2 diabetes in US adults: The National Health and Nutrition Examination Survey (NHANES) 1999-2006

被引:18
作者
Echouffo-Tcheugui, Justin B. [1 ,2 ]
Caleyachetty, Rishi [3 ]
Muennig, Peter A. [3 ]
Narayan, K. M. [1 ]
Golden, Sherita H. [4 ,5 ]
机构
[1] Emory Univ, Rollins Sch Publ Hlth, Dept Global Hlth, 1518 Clifton Rd NE, Atlanta, GA 30322 USA
[2] Brigham & Womens Hosp, Dept Med, 75 Francis St, Boston, MA 02115 USA
[3] Columbia Univ, Dept Hlth Policy & Management, Mailman Sch Publ Hlth, New York, NY USA
[4] Johns Hopkins Univ, Sch Med, Dept Med, Baltimore, MD 21205 USA
[5] Johns Hopkins Univ, Dept Epidemiol, Bloomberg Sch Publ Hlth, Baltimore, MD USA
关键词
Social risk factor; cumulative risk; diabetes; health disparities; COURSE SOCIOECONOMIC POSITION; DISPARITIES; STRESS; DEPRESSION; MORTALITY; OBESITY; WOMEN;
D O I
10.1177/2047487315627036
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background The cumulative effects of adverse social factors on the diabetes risk remains to be clarified. Design Cross-sectional analysis of the US National Health and Nutrition Examination Survey (NHANES) 1999-2006. Methods We included 10,276 adults aged 20 years. Diabetes mellitus was defined by physician diagnosis or fasting plasma glucose (126mg/dl) or glycated hemoglobin (6.5%). Social risk factors (low family income, low education level, minority racial/ethnic group status, and single-living status) and health-related behaviors (physical activity and dietary intake) were self-reported. Social risk factors were combined in a cumulative social risk index (range 0 to 3) and logistic regression used to assess the association of cumulative social risk and diabetes, taking into account complex survey design and sampling weights. Results Of 10,276 participants, 1515 (weighted proportion - 10%) had diabetes, 3295 (32.3%) and 1830 (9.0%) were exposed to 1 adverse social risk factor and 3 social risk factors, respectively. Diabetes was associated with increasing cumulative social risk in a graded manner (p for trend <0.001). Compared with a cumulative social risk score of 0, the age- and sex-adjusted diabetes odds for a cumulative social risk score of 3 was 2.84 (95% confidence interval: 2.23-3.62), and 2.72 (95% confidence interval: 2.05-3.60) after further adjustment for family history of diabetes, body mass index, smoking, dietary intake and leisure time physical activity. Health behaviors and adiposity only partially influenced the cumulative social risk and diabetes relationship. Conclusions Simultaneous exposure to several adverse social risk factors significantly influences the odds of diabetes. Better prevention and control of diabetes needs accounting for all aspects of social disadvantage.
引用
收藏
页码:1282 / 1288
页数:7
相关论文
共 50 条
[41]   Alcohol consumption and the risk of type 2 diabetes mellitus: effect modification by hypercholesterolemia: The Third Korea National Health and Nutrition Examination Survey (2005) [J].
Jang, Hyeongap ;
Jong, Won-Mo ;
Park, Jong-Heon ;
Oh, Juhwan ;
Oh, Mu-Kyung ;
Hwang, Soo-Hee ;
Kim, Yong-Ik ;
Lee, Jin-Seok .
ASIA PACIFIC JOURNAL OF CLINICAL NUTRITION, 2012, 21 (04) :588-593
[42]   Assessing the relationship between diabetes mellitus and dental caries among US adults: The National Health and Nutrition Examination Survey (NHANES) 2013-2020 [J].
Boyajyan, Vahan ;
Bilal, Usama .
PUBLIC HEALTH, 2025, 239 :77-79
[43]   A positive association between dietary sodium intake and obesity and central obesity: results from the National Health and Nutrition Examination Survey 1999-2006 [J].
Zhang, Xi ;
Wang, Jiawei ;
Li, Jibin ;
Yu, Yongfu ;
Song, Yiqing .
NUTRITION RESEARCH, 2018, 55 :33-44
[44]   Urinary Phthalate Metabolite Concentrations and Diabetes among Women in the National Health and Nutrition Examination Survey (NHANES) 2001-2008 [J].
James-Todd, Tamarra ;
Stahlhut, Richard ;
Meeker, John D. ;
Powell, Sheena-Gail ;
Hauser, Russ ;
Huang, Tianyi ;
Rich-Edwards, Janet .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2012, 120 (09) :1307-1313
[45]   Physical activity, dietary calcium to magnesium intake and mortality in the National Health and Examination Survey 1999-2006 cohort [J].
Hibler, Elizabeth A. ;
Zhu, Xiangzhu ;
Shrubsole, Martha J. ;
Hou, Lifang ;
Dai, Qi .
INTERNATIONAL JOURNAL OF CANCER, 2020, 146 (11) :2979-2986
[46]   Perceived and objective diet quality in US adults: a cross-sectional analysis of the National Health and Nutrition Examination Survey (NHANES) [J].
Powell-Wiley, Tiffany M. ;
Miller, Paige E. ;
Agyemang, Priscilla ;
Agurs-Collins, Tanya ;
Reedy, Jill .
PUBLIC HEALTH NUTRITION, 2014, 17 (12) :2641-2649
[47]   Association between magnesium intake and cognition in US older adults: National Health and Nutrition Examination Survey (NHANES) 2011 to 2014 [J].
Tao, Meng-Hua ;
Liu, Jialiang ;
Cervantes, Diana .
ALZHEIMERS & DEMENTIA-TRANSLATIONAL RESEARCH & CLINICAL INTERVENTIONS, 2022, 8 (01)
[48]   Effect of gender on the association between cumulative cardiovascular risk factors and depression: results from the US National Health and Nutrition Examination Survey [J].
Li, Sen ;
Jia, Zhaoqi ;
Zhang, Zhang ;
Li, Yuxin ;
Ding, Yining ;
Qin, Zongshi ;
Guo, Shuzhen .
GENERAL PSYCHIATRY, 2023, 36 (04)
[49]   Association between selenium intake, diabetes and mortality in adults: findings from National Health and Nutrition Examination Survey (NHANES) 2003-2014 [J].
Hoque, Bushra ;
Shi, Zumin .
BRITISH JOURNAL OF NUTRITION, 2022, 127 (07) :1098-1105
[50]   Diabetes risk among US adults with different socioeconomic status and behavioral lifestyles: evidence from the National Health and Nutrition Examination Survey [J].
Liu, Ce ;
He, Li ;
Li, Yuanfei ;
Yang, Aimin ;
Zhang, Kai ;
Luo, Bin .
FRONTIERS IN PUBLIC HEALTH, 2023, 11