DOI QR코드

DOI QR Code

Associations Between the Continuity of Ambulatory Care of Adult Diabetes Patients in Korea and the Incidence of Macrovascular Complications

  • Gong, Young-Hoon (Department of Preventive Medicine, Korea University College of Medicine) ;
  • Yoon, Seok-Jun (Department of Preventive Medicine, Korea University College of Medicine) ;
  • Seo, Hyeyoung (Department of Preventive Medicine, Korea University College of Medicine) ;
  • Kim, Dongwoo (Department of Preventive Medicine, Korea University College of Medicine)
  • Received : 2015.03.31
  • Accepted : 2015.07.17
  • Published : 2015.07.31

Abstract

Objectives: The goal of this study was to identify association between the continuity of ambulatory care of diabetes patients in South Korea (hereafter Korea) and the incidence of macrovascular complications of diabetes, using claims data compiled by the National Health Insurance Services of Korea. Methods: This study was conducted retrospectively. The subjects of the study were 43 002 patients diagnosed with diabetes in 2007, who were over 30 years of age, and had insurance claim data from 2008. The macrovascular complications of diabetes mellitus were limited to ischemic heart disease and ischemic stroke. We compared the characteristics of the patients in whom macrovascular complications occurred from 2009 to 2012 to the characteristics of the patients who had no such complications. Multiple logistic regression was used to assess the effects of continuity of ambulatory care on diabetic macrovascular complications. The continuity of ambulatory diabetes care was estimated by metrics such as the medication possession ratio, the quarterly continuity of care and the number of clinics that were visited. Results: Patients with macrovascular complications showed statistically significant differences regarding sex, age, comorbidities, hypertension, dyslipidemia and continuity of ambulatory diabetes care. Visiting a lower number of clinics reduced the odds ratio for macrovascular complications of diabetes. A medication possession ratio below 80% was associated with an increased odds ratio for macrovascular complications, but this result was of borderline statistical significance. Conclusions: Diabetes care by regular health care providers was found to be associated with a lower occurrence of diabetic macrovascular complications. This result has policy implications for the Korean health care system, in which the delivery system does not work properly.

Keywords

References

  1. Omran AR. The epidemiologic transition: a theory of the epidemiology of population change 1971. Milbank Q 2005;83(4):731-757. https://doi.org/10.1111/j.1468-0009.2005.00398.x
  2. Murray CJ, Vos T, Lozano R, Naghavi M, Flaxman AD, Michaud C, et al. Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 2012;380(9859):2197-2223. https://doi.org/10.1016/S0140-6736(12)61689-4
  3. Institute for Health Metrics and Evaluation. GBD compare; 2013 [cited 2014 Aug 11]. Available from: http://vizhub.healthdata.org/gbd-compare/.
  4. International Diabetes Federation. IDF diabetes atlas; 2013 [cited 2014 Aug 11]. Available from: https://www.idf.org/sites/default/files/EN_6E_Atlas_Full_0.pdf.
  5. Gu K, Cowie CC, Harris MI. Mortality in adults with and without diabetes in a national cohort of the U.S. population, 1971-1993. Diabetes Care 1998;21(7):1138-1145. https://doi.org/10.2337/diacare.21.7.1138
  6. Mellbin LG, Anselmino M, Ryden L. Diabetes, prediabetes and cardiovascular risk. Eur J Cardiovasc Prev Rehabil 2010;17 Suppl 1:S9-S14. https://doi.org/10.1097/01.hjr.0000368192.24732.2f
  7. Demaerschalk BM, Hwang HM, Leung G. US cost burden of ischemic stroke: a systematic literature review. Am J Manag Care 2010;16(7):525-533.
  8. Abu-Lebdeh HS, Hodge DO, Nguyen TT. Predictors of macrovascular disease in patients with type 2 diabetes mellitus. Mayo Clin Proc 2001;76(7):707-712. https://doi.org/10.4065/76.7.707
  9. Lau DT, Nau DP. Oral antihyperglycemic medication nonadherence and subsequent hospitalization among individuals with type 2 diabetes. Diabetes Care 2004;27(9):2149-2153. https://doi.org/10.2337/diacare.27.9.2149
  10. Ho PM, Rumsfeld JS, Masoudi FA, McClure DL, Plomondon ME, Steiner JF, et al. Effect of medication nonadherence on hospitalization and mortality among patients with diabetes mellitus. Arch Intern Med 2006;166(17):1836-1841. https://doi.org/10.1001/archinte.166.17.1836
  11. Kim J, Kim H, Kim H, Min KW, Park SW, Park IB, et al. Current status of the continuity of ambulatory diabetes care and its impact on health outcomes and medical cost in Korea using National Health Insurance Database. J Korean Diabetes Assoc 2006;30(5):377-387 (Korean). https://doi.org/10.4093/jkda.2006.30.5.377
  12. Task Force Team for Basic Statistical Study of Korean Diabetes Mellitus of Korean Diabetes Association, Park IB, Kim J, Kim DJ, Chung CH, Oh JY, et al. Diabetes epidemics in Korea: reappraise nationwide survey of diabetes "diabetes in Korea 2007". Diabetes Metab J 2013;37(4):233-239. https://doi.org/10.4093/dmj.2013.37.4.233
  13. Quan H, Li B, Couris CM, Fushimi K, Graham P, Hider P, et al. Updating and validating the Charlson comorbidity index and score for risk adjustment in hospital discharge abstracts using data from 6 countries. Am J Epidemiol 2011;173(6):676-682. https://doi.org/10.1093/aje/kwq433
  14. Cabana MD, Jee SH. Does continuity of care improve patient outcomes? J Fam Pract 2004;53(12):974-980.
  15. Saultz JW, Lochner J. Interpersonal continuity of care and care outcomes: a critical review. Ann Fam Med 2005;3(2):159-166. https://doi.org/10.1370/afm.285
  16. Parchman ML, Pugh JA, Noel PH, Larme AC. Continuity of care, self-management behaviors, and glucose control in patients with type 2 diabetes. Med Care 2002;40(2):137-144. https://doi.org/10.1097/00005650-200202000-00008
  17. Mainous AG 3rd, Gill JM. The importance of continuity of care in the likelihood of future hospitalization: is site of care equivalent to a primary clinician? Am J Public Health 1998;88(10):1539-1541. https://doi.org/10.2105/AJPH.88.10.1539
  18. Song YJ. The South Korean health care system. Japan Med Assoc J 2009;52(3):206-209.
  19. Turner R, Cull C, Holman R. United Kingdom Prospective Diabetes Study 17: a 9-year update of a randomized, controlled trial on the effect of improved metabolic control on complications in non-insulin-dependent diabetes mellitus. Ann Intern Med 1996;124(1 Pt 2):136-145. https://doi.org/10.7326/0003-4819-124-1_Part_2-199601011-00011
  20. Lee HR, Yu JM, Choi MG, Yoo HJ, Hong EG. Risk factors for early development of macrovascular complications in Korean type 2 diabetes. Korean Diabetes J 2009;33(2):134-142 (Korean). https://doi.org/10.4093/kdj.2009.33.2.134
  21. Hong JS, Kang HC. Relationship between oral antihyperglycemic medication adherence and hospitalization, mortality, and healthcare costs in adult ambulatory care patients with type 2 diabetes in South Korea. Med Care 2011;49(4):378-384. https://doi.org/10.1097/MLR.0b013e31820292d1
  22. Chen CC, Tseng CH, Cheng SH. Continuity of care, medication adherence, and health care outcomes among patients with newly diagnosed type 2 diabetes: a longitudinal analysis. Med Care 2013;51(3):231-237. https://doi.org/10.1097/MLR.0b013e31827da5b9
  23. Brownlee M. The pathobiology of diabetic complications: a unifying mechanism. Diabetes 2005;54(6):1615-1625. https://doi.org/10.2337/diabetes.54.6.1615
  24. Fowler MJ. Microvascular and macrovascular complications of diabetes. Clin diabetes 2008;26(2):77-82. https://doi.org/10.2337/diaclin.26.2.77

Cited by

  1. Chasms in Achievement of Recommended Diabetes Care among Geographic Regions in Korea vol.34, pp.31, 2015, https://doi.org/10.3346/jkms.2019.34.e190