Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2019 Nov 7;7(1):e000749.
doi: 10.1136/bmjdrc-2019-000749. eCollection 2019.

Understanding the complexity of socioeconomic disparities in type 2 diabetes risk: a study of 4.3 million people in Sweden

Affiliations

Understanding the complexity of socioeconomic disparities in type 2 diabetes risk: a study of 4.3 million people in Sweden

Maria Wemrell et al. BMJ Open Diabetes Res Care. .

Abstract

Objective: Investigating demographic and socioeconomic factors as intersecting rather than as separate dimensions may improve our understanding of the heterogeneous distribution of type 2 diabetes in the population. However, this complexity has scarcely been investigated and we still do not know the accuracy of these factors for predicting type 2 diabetes. Improved understanding of the demographic and socioeconomic disparities predicting type 2 diabetes risk in the population would contribute to more precise and effective public health interventions.

Research design and methods: We analyzed the risk of type 2 diabetes among 4 334 030 individuals aged 40-84 years who by 2010 had resided in Sweden for at least 5 years. We stratified the study population into 120 strata defined by categories of age, gender, income, education, and immigration status. We calculated measures of absolute risk (prevalence) and relative risk (prevalence ratio), and quantified the discriminatory accuracy of the information for predicting type 2 diabetes in the population.

Results: The distribution of type 2 diabetes risk in the population was highly heterogeneous. For instance, immigrated men aged 70-79 years with low educational achievement and low income had a risk around 32 times higher than native women aged 40-49 years with high income and high educational achievement (ie, 17.6% vs 0.5%). The discriminatory accuracy of the information was acceptable.

Conclusion: A more detailed, intersectional mapping of socioeconomic and demographic distribution of type 2 diabetes can assist in public health management aiming to reduce the prevalence of the disease.

Keywords: epidemiology; social determinants; type 2 diabetes.

PubMed Disclaimer

Conflict of interest statement

Competing interests: None declared.

Figures

Figure 1
Figure 1
Flow chart documenting inclusion criteria, exclusion criteria, and the number of individuals included in the study population. T1D, type 1 diabetes; T2D, type 2 diabetes.
Figure 2
Figure 2
Prevalence (absolute risk) of type 2 diabetes by age, gender immigration status, educational achievement, and high (blue), medium (green), and low (orange) income levels.
Figure 3
Figure 3
Prevalence (absolute risk) of type 2 diabetes (T2D) in men and women by multicategorical strata defined by age, gender, immigration status, educational achievement, and high (HI), medium (MI), and low (LO) income levels. The association between income and T2D risk is illustrated by thick black lines with yellow circles crossed by the lines representing 99% CIs.

References

    1. Chatterjee S, Khunti K, Davies MJ. Type 2 diabetes. Lancet 2017;389:2239–51. 10.1016/S0140-6736(17)30058-2 - DOI - PubMed
    1. The Swedish National Diabetes Register Nationella Diabetesregistret [Internet]. Västra Götaland: Centre of Registers; 2018 [date unknown; updated 2018 Dec 12; cited 2018 Dec 12]. Available: https://www.ndr.nu/#/
    1. Beagley J, Guariguata L, Weil C, et al. . Global estimates of undiagnosed diabetes in adults. Diabetes Res Clin Pract 2014;103:150–60. 10.1016/j.diabres.2013.11.001 - DOI - PubMed
    1. Agardh E, Allebeck P, Hallqvist J, et al. . Type 2 diabetes incidence and socio-economic position: a systematic review and meta-analysis. Int J Epidemiol 2011;40:804–18. 10.1093/ije/dyr029 - DOI - PubMed
    1. Hackett RA, Steptoe A. Type 2 diabetes mellitus and psychological stress—a modifiable risk factor. Nat Rev Endocrinol 2017;13:547–60. 10.1038/nrendo.2017.64 - DOI - PubMed

Publication types

LinkOut - more resources