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
. 2014 May 22;9(5):e97865.
doi: 10.1371/journal.pone.0097865. eCollection 2014.

Evaluation of Finnish Diabetes Risk Score in screening undiagnosed diabetes and prediabetes among U.S. adults by gender and race: NHANES 1999-2010

Affiliations

Evaluation of Finnish Diabetes Risk Score in screening undiagnosed diabetes and prediabetes among U.S. adults by gender and race: NHANES 1999-2010

Lu Zhang et al. PLoS One. .

Abstract

Objective: To evaluate the performance of Finnish Diabetes Risk Score (FINDRISC) in detecting undiagnosed diabetes and prediabetes among U.S. adults by gender and race.

Methods: This cross-sectional analysis included participants (aged ≥20 years) from the National Health and Nutrition Examination Survey (NHANES) 1999-2010. Sensitivity, specificity, area under the receiver operating characteristic (ROC) curve and the optimal cutoff points for identifying undiagnosed diabetes and prediabetes were calculated for FINDRISC by gender and race/ethnicity.

Results: Among the 20,633 adults (≥20 years), 49.8% were women and 53.0% were non-Hispanic White. The prevalence of undiagnosed diabetes and prediabetes was 4.1% and 35.6%, respectively. FINDRISC was positively associated with the prevalence of diabetes (OR = 1.48 for 1 unit increase, p<0.001) and prediabetes (OR = 1.15 for 1 unit increase, p<0.001). The area under ROC for detecting undiagnosed diabetes was 0.75 for total population, 0.74 for men and 0.78 for women (p = 0.04); 0.76 for White, 0.76 for Black and 0.72 for Hispanics (p = 0.03 for White vs. Hispanics). The area under ROC for detecting prediabetes was 0.67 for total population, 0.66 for men and 0.70 for women (p<0.001); 0.68 for White, 0.67 for Black and 0.65 for Hispanics (p<0.001 for White vs. Hispanics). The optimal cutoff point was 10 (sensitivity = 0.75) for men and 12 (sensitivity = 0.72) for women for detecting undiagnosed diabetes; 9 (sensitivity = 0.61) for men and 10 (sensitivity = 0.69) for women for detecting prediabetes.

Conclusions: FINDRISC is a simple and non-invasive screening tool to identify individuals at high risk for diabetes in the U.S. adults.

PubMed Disclaimer

Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures

Figure 1
Figure 1. Prevalence of diabetes (A and B) and prediabetes (C and D) by Finnish Diabetes Risk Score (FINDRISC) by gender and race/ethnicity, in US men and women aged 20 years or above, NHANES 1999–2010.
The prevalence of diabetes (including diagnosed and undiagnosed diabetes) was calculated among all participants; the prevalence of prediabetes was calculated among participants excluding the diagnosed and undiagnosed diabetes.
Figure 2
Figure 2. Receiver operating characteristic (ROC) curve for identifying undiagnosed diabetes (A and B) and prediabetes (C and D) by gender and race/ethnicity in US men and women aged 20 years or above, NHANES 1999–2010.

Similar articles

  • A novel testing model for opportunistic screening of pre-diabetes and diabetes among U.S. adults.
    Zhang Y, Hu G, Zhang L, Mayo R, Chen L. Zhang Y, et al. PLoS One. 2015 Mar 19;10(3):e0120382. doi: 10.1371/journal.pone.0120382. eCollection 2015. PLoS One. 2015. PMID: 25790106 Free PMC article.
  • FINDRISC modified for Cuba as a tool for the detection of prediabetes and undiagnosed diabetes in cuban population.
    Cabrera-Rode E, Díaz-Díaz O, Orlandi González N, Ronald M. Cabrera-Rode E, et al. Rev Peru Med Exp Salud Publica. 2025 Jan 31;41(4):351-364. doi: 10.17843/rpmesp.2024.414.14138. Rev Peru Med Exp Salud Publica. 2025. PMID: 39936758 Free PMC article.
  • National patterns in diabetes screening: data from the National Health and Nutrition Examination Survey (NHANES) 2005-2012.
    Kiefer MM, Silverman JB, Young BA, Nelson KM. Kiefer MM, et al. J Gen Intern Med. 2015 May;30(5):612-8. doi: 10.1007/s11606-014-3147-8. Epub 2014 Dec 23. J Gen Intern Med. 2015. PMID: 25533392 Free PMC article.
  • Prevalence and Incidence of Type 2 Diabetes and Prediabetes.
    Cowie CC, Casagrande SS, Geiss LS. Cowie CC, et al. In: Cowie CC, Casagrande SS, Menke A, Cissell MA, Eberhardt MS, Meigs JB, Gregg EW, Knowler WC, Barrett-Connor E, Becker DJ, Brancati FL, Boyko EJ, Herman WH, Howard BV, Narayan KMV, Rewers M, Fradkin JE, editors. Diabetes in America. 3rd edition. Bethesda (MD): National Institute of Diabetes and Digestive and Kidney Diseases (US); 2018 Aug. CHAPTER 3. In: Cowie CC, Casagrande SS, Menke A, Cissell MA, Eberhardt MS, Meigs JB, Gregg EW, Knowler WC, Barrett-Connor E, Becker DJ, Brancati FL, Boyko EJ, Herman WH, Howard BV, Narayan KMV, Rewers M, Fradkin JE, editors. Diabetes in America. 3rd edition. Bethesda (MD): National Institute of Diabetes and Digestive and Kidney Diseases (US); 2018 Aug. CHAPTER 3. PMID: 33651562 Free Books & Documents. Review.
  • Sociodemographic Characteristics of Youth and Adults With Diabetes.
    Casagrande SS, Gary-Webb TL. Casagrande SS, et al. 2024 Dec 9. In: Lawrence JM, Casagrande SS, Herman WH, Wexler DJ, Cefalu WT, editors. Diabetes in America [Internet]. Bethesda (MD): National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK); 2023–. 2024 Dec 9. In: Lawrence JM, Casagrande SS, Herman WH, Wexler DJ, Cefalu WT, editors. Diabetes in America [Internet]. Bethesda (MD): National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK); 2023–. PMID: 39652705 Free Books & Documents. Review.

Cited by

References

    1. Centers for Disease Control and Prevention (CDC) (2012) Increasing prevalence of diagnosed diabetes - United States and puerto rico, 1995–2010. Morb Mortal Wkly Rep 61: 918–921. - PubMed
    1. American Diabetes Association (2013) Economic costs of diabetes in the U.S. in 2012. Diabetes Care 36: 1033–1046. - PMC - PubMed
    1. Boyle JP, Thompson TJ, Gregg EW, Barker LE, Williamson DF (2010) Projection of the year 2050 burden of diabetes in the US adult population: dynamic modeling of incidence, mortality, and prediabetes prevalence. Popul Health Metr 8: 29. - PMC - PubMed
    1. National Diabetes Fact Sheet. Available: http://www.cdc.gov/diabetes/pubs/estimates11.htm#7. Accessed 14 December 2013.
    1. Knowler WC, Barrett-Connor E, Fowler SE, Hamman RF, Lachin JM, et al. (2002) Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N Engl J Med 346: 393–403. - PMC - PubMed

Publication types