Building Linked Big Data for Stroke in Korea: Linkage of Stroke Registry and National Health Insurance Claims Data |
Kim, Tae Jung
(Department of Neurology, Seoul National University Hospital)
Lee, Ji Sung (Clinical Research Center, Asan Medical Center, University of Ulsan) Kim, Ji-Woo (Department of Bigdata, Health Insurance Review and Assessment Service) Oh, Mi Sun (Department of Neurology, Hallym University Sacred Heart Hospital) Mo, Heejung (Department of Neurology, Seoul National University Hospital) Lee, Chan-Hyuk (Department of Neurology, Seoul National University Hospital) Jeong, Han-Young (Department of Neurology, Seoul National University Hospital) Jung, Keun-Hwa (Department of Neurology, Seoul National University Hospital) Lim, Jae-Sung (Department of Neurology, Hallym University Sacred Heart Hospital) Ko, Sang-Bae (Department of Neurology, Seoul National University Hospital) Yu, Kyung-Ho (Department of Neurology, Hallym University Sacred Heart Hospital) Lee, Byung-Chul (Department of Neurology, Hallym University Sacred Heart Hospital) Yoon, Byung-Woo (Department of Neurology, Seoul National University Hospital) |
1 | Silveira DP, Artmann E. Accuracy of probabilistic record linkage applied to health databases: systematic review. Rev Saude Publica 2009;43(5):875-82. DOI |
2 | Bohensky MA, Jolley D, Sundararajan V, Evans S, Pilcher DV, Scott I, et al. Data linkage: a powerful research tool with potential problems. BMC Health Serv Res 2010;10(1):346. DOI |
3 | Harron KL, Doidge JC, Knight HE, Gilbert RE, Goldstein H, Cromwell DA, et al. A guide to evaluating linkage quality for the analysis of linked data. Int J Epidemiol 2017;46(5):1699-710. DOI |
4 | Jutte DP, Roos LL, Brownell MD. Administrative record linkage as a tool for public health research. Annu Rev Public Health 2011;32(1):91-108. DOI |
5 | Ido MS, Bayakly R, Frankel M, Lyn R, Okosun IS. Administrative data linkage to evaluate a quality improvement program in acute stroke care, Georgia, 2006-2009. Prev Chronic Dis 2015;12:E05. |
6 | Zingmond DS, Ye Z, Ettner SL, Liu H. Linking hospital discharge and death records--accuracy and sources of bias. J Clin Epidemiol 2004;57(1):21-9. DOI |
7 | Kwon S. Thirty years of National Health Insurance in South Korea: lessons for achieving universal health care coverage. Health Policy Plan 2009;24(1):63-71. DOI |
8 | Kim L, Kim JA, Kim S. A guide for the utilization of health insurance review and assessment service national patient samples. Epidemiol Health 2014;36:e2014008. |
9 | Bradley CJ, Penberthy L, Devers KJ, Holden DJ. Health services research and data linkages: issues, methods, and directions for the future. Health Serv Res 2010;45(5 Pt 2):1468-88. DOI |
10 | Kim BJ, Park JM, Kang K, Lee SJ, Ko Y, Kim JG, et al. Case characteristics, hyperacute treatment, and outcome information from the clinical research center for stroke-fifth division registry in South Korea. J Stroke 2015;17(1):38-53. DOI |
11 | Park TH, Ko Y, Lee SJ, Lee KB, Lee J, Han MK, et al. Gender differences in the age-stratified prevalence of risk factors in Korean ischemic stroke patients: a nationwide stroke registry-based cross-sectional study. Int J Stroke 2014;9(6):759-65. DOI |
12 | Hong KS, Bang OY, Kang DW, Yu KH, Bae HJ, Lee JS, et al. Stroke statistics in Korea: Part I. Epidemiology and risk factors: a report from the Korean stroke society and clinical research center for stroke. J Stroke 2013;15(1):2-20. DOI |
13 | Kim HA, Kim S, Seo YI, Choi HJ, Seong SC, Song YW, et al. The epidemiology of total knee replacement in South Korea: national registry data. Rheumatology (Oxford) 2008;47(1):88-91. DOI |
14 | Shin JY, Choi NK, Jung SY, Lee J, Kwon JS, Park BJ. Risk of ischemic stroke with the use of risperidone, quetiapine and olanzapine in elderly patients: a population-based, case-crossover study. J Psychopharmacol 2013;27(7):638-44. DOI |
15 | Kim JA, Yoon S, Kim LY, Kim DS. Towards actualizing the value potential of Korea Health Insurance Review and Assessment (HIRA) data as a resource for health research: strengths, limitations, applications, and strategies for optimal use of HIRA data. J Korean Med Sci 2017;32(5):718-28. DOI |
16 | D'Orazio M. Statistical matching and imputation of survey data with StatMatch. https://www.researchgate.net/publication/263888033. Updated 2014. Accessed August 1, 2018. |
17 | Ford JB, Roberts CL, Taylor LK. Characteristics of unmatched maternal and baby records in linked birth records and hospital discharge data. Paediatr Perinat Epidemiol 2006;20(4):329-37. DOI |
18 | Capuani L, Bierrenbach AL, Abreu F, Takecian PL, Ferreira JE, Sabino EC. Accuracy of a probabilistic record-linkage methodology used to track blood donors in the Mortality Information System database. Cad Saude Publica 2014;30(8):1623-32. DOI |
19 | Austin PC. Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples. Stat Med 2009;28(25):3083-107. DOI |
20 | Raghupathi W, Raghupathi V. Big data analytics in healthcare: promise and potential. Health Inf Sci Syst 2014;2(1):3. DOI |
21 | Harron K, Dibben C, Boyd J, Hjern A, Azimaee M, Barreto ML, et al. Challenges in administrative data linkage for research. Big Data Soc 2017;4(2):2053951717745678. |
22 | Park BJ, Stergachis A. Automated databases in pharmacoepidemiologic studies. In: Hartzema AG, editor. Pharmacoepidemiology and Therapeutic Risk Management. Cincinnati, OH: Harvey Whitney Books, 2008, 519-544. |