Current Trends of Big Data Research Using the Korean National Health Information Database

被引:89
作者
Kim, Mee Kyoung [1 ]
Han, Kyungdo [2 ]
Lee, Seung-Hwan [3 ,4 ,5 ]
机构
[1] Catholic Univ Korea, Yeouido St Marys Hosp, Dept Internal Med, Coll Med,Div Endocrinol & Metab, Yeouido St, Seoul, South Korea
[2] Soongsil Univ, Dept Stat & Actuarial Sci, Seoul, South Korea
[3] Catholic Univ Korea, Seoul St Marys Hosp, Dept Internal Med, Coll Med,Div Endocrinol & Metab, Seoul St, Seoul, South Korea
[4] Catholic Univ Korea, Coll Med, Dept Med Informat, Seoul, South Korea
[5] Catholic Univ Korea, Seoul St Marys Hosp, Coll Med, Dept Internal Med,Div Endocrinol & Metab, Seoul St, 222 Banpo Daero, Seoul 06591, South Korea
关键词
Database; Diabetes mellitus; Korea; Metabolism; National health programs; BLOOD-PRESSURE; CARDIOVASCULAR OUTCOMES; MYOCARDIAL-INFARCTION; RISK; MORTALITY; VARIABILITY; INSURANCE; DISEASE; ADULTS;
D O I
10.4093/dmj.2022.0193
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Recently, medical research using big data has become very popular, and its value has become increasingly recognized. The Korean National Health Information Database (NHID) is representative of big data that combines information obtained from the Na-tional Health Insurance Service collected for claims and reimbursement of health care services and results obtained from general health examinations provided to all Korean adults. This database has several strengths and limitations. Given the large size, vari-ous laboratory data, and questionnaires obtained from medical check-ups, their longitudinal nature, and long-term accumulation of data since 2002, carefully designed studies may provide valuable information that is difficult to obtain from other forms of re-search. However, consideration of possible bias and careful interpretation when defining causal relationships is also important be-cause the data were not collected for research purposes. After the NHID became publicly available, research and publications based on this database have increased explosively, especially in the field of diabetes and metabolism. This article reviews the histo-ry, structure, and characteristics of the Korean NHID. Recent trends in big data research using this database, commonly used op-erational diagnosis, and representative studies have been introduced. We expect further progress and expansion of big data re-search using the Korean NHID.
引用
收藏
页码:552 / 563
页数:12
相关论文
共 42 条
[1]   Association between exercise habits and stroke, heart failure, and mortality in Korean patients with incident atrial fibrillation: A nationwide population-based cohort study [J].
Ahn, Hyo-Jeong ;
Lee, So-Ryoung ;
Choi, Eue-Keun ;
Han, Kyung-Do ;
Jung, Jin-Hyung ;
Lim, Jae-Hyun ;
Yun, Jun-Pil ;
Kwon, Soonil ;
Oh, Seil ;
Lip, Gregory Y. H. .
PLOS MEDICINE, 2021, 18 (06)
[2]   Chronic Kidney Disease Risk of Isolated Systolic or Diastolic Hypertension in Young Adults: A Nationwide Sample Based-Cohort Study [J].
Bae, Eun Hui ;
Lim, Sang Yeob ;
Jung, Jin-Hyung ;
Oh, Tae Ryom ;
Choi, Hong Sang ;
Kim, Chang Seong ;
Ma, Seong Kwon ;
Han, Kyung-Do ;
Kim, Soo Wan .
JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2021, 10 (07)
[3]   Diabetes Fact Sheet in Korea 2021 [J].
Bae, Jae Hyun ;
Han, Kyung-Do ;
Ko, Seung-Hyun ;
Yang, Ye Seul ;
Choi, Jong Han ;
Choi, Kyung Mook ;
Kwon, Hyuk-Sang ;
Won, Kyu Chang .
DIABETES & METABOLISM JOURNAL, 2022, 46 (03) :417-426
[4]   Using the National Health Information Database of the National Health Insurance Service in Korea for Monitoring Mortality and Life Expectancy at National and Local Levels [J].
Bahk, Jinwook ;
Kim, Yeon-Yong ;
Kang, Hee-Yeon ;
Lee, Jeehye ;
Kim, Ikhan ;
Lee, Juyeon ;
Yun, Sung-Cheol ;
Park, Jong Heon ;
Shin, Soon-Ae ;
Khang, Young-Ho .
JOURNAL OF KOREAN MEDICAL SCIENCE, 2017, 32 (11) :1764-1770
[5]  
Cho So Mi Jemma, 2021, J Lipid Atheroscler, V10, P202, DOI 10.12997/jla.2021.10.2.202
[6]   Cumulative Exposure to Metabolic Syndrome Components and the Risk of Dementia: A Nationwide Population-Based Study [J].
Cho, Yunjung ;
Han, Kyungdo ;
Kim, Da Hye ;
Park, Yong-Moon ;
Yoon, Kun-Ho ;
Kim, Mee Kyoung ;
Lee, Seung-Hwan .
ENDOCRINOLOGY AND METABOLISM, 2021, 36 (02) :424-435
[7]   Cardiovascular Research Using the Korean National Health Information Database [J].
Choi, Eue-Keun .
KOREAN CIRCULATION JOURNAL, 2020, 50 (09) :754-772
[8]  
Gerstein HC, 2020, LANCET DIABETES ENDO, V8, P557, DOI 10.1016/S2213-8587(20)30187-X
[9]   Effectiveness and safety of sodium-glucose co-transporter-2 inhibitors compared with dipeptidyl peptidase-4 inhibitors in older adults with type 2 diabetes: A nationwide population-based study [J].
Han, Seung Jin ;
Ha, Kyoung Hwa ;
Lee, Nami ;
Kim, Dae Jung .
DIABETES OBESITY & METABOLISM, 2021, 23 (03) :682-691
[10]   Acromegaly and cardiovascular outcomes: a cohort study [J].
Hong, Sangmo ;
Kim, Kyung-Soo ;
Han, Kyungdo ;
Park, Cheol-Young .
EUROPEAN HEART JOURNAL, 2022, 43 (15) :1491-1499