Validation of diagnosis codes in healthcare databases in Taiwan, a literature review

To compile validation findings of diagnosis codes and related algorithms for health outcomes of interest from National Health Insurance (NHI) or electronic medical records in Taiwan.

[1]  M. Ritchey,et al.  Core concepts in pharmacoepidemiology: Validation of health outcomes of interest within real‐world healthcare databases , 2022, Pharmacoepidemiology and drug safety.

[2]  M. Tsai,et al.  Validation of ICD-9-CM and ICD-10-CM Diagnostic Codes for Identifying Patients with Out-of-Hospital Cardiac Arrest in a National Health Insurance Claims Database , 2022, Clinical epidemiology.

[3]  M. Ritchey,et al.  Real‐world data: Assessing electronic health records and medical claims data to support regulatory decision‐making for drug and biological products , 2022, Pharmacoepidemiology and drug safety.

[4]  W. Chang,et al.  Chronic obstructive pulmonary disease is associated with a higher risk of functional gastrointestinal disorders. , 2022, Respiratory medicine.

[5]  T. Lu,et al.  Validation of coding algorithms for identifying people with viral hepatitis using claims data according to different standard references , 2022, BMC Infectious Diseases.

[6]  C. Hsieh,et al.  Validation of Stroke Risk Factors in Patients with Acute Ischemic Stroke, Transient Ischemic Attack, or Intracerebral Hemorrhage on Taiwan’s National Health Insurance Claims Data , 2022, Clinical epidemiology.

[7]  E. Lai,et al.  Effectiveness of denosumab for fracture prevention in real-world postmenopausal women with osteoporosis: a retrospective cohort study , 2022, Osteoporosis International.

[8]  Swu-Jane Lin,et al.  Positive Predictive Value of ICD-10 Codes for Cerebral Venous Sinus Thrombosis in Taiwan’s National Health Insurance Claims Database , 2022, Clinical epidemiology.

[9]  Y. Huang,et al.  Discharge status validation of the Chang Gung Research database in Taiwan , 2021, Biomedical journal.

[10]  Chih-Da Wu,et al.  The effects of traffic-related air pollutants on chronic obstructive pulmonary disease in the community-based general population , 2021, Respiratory Research.

[11]  T. Lu,et al.  The effects of falls on the prediction of osteoporotic fractures: epidemiological cohort study , 2021, Archives of Osteoporosis.

[12]  F. Hsiao,et al.  Increased fracture risk after discontinuation of anti‐osteoporosis medications among hip fracture patients: A population‐based cohort study , 2021, Journal of internal medicine.

[13]  A. Margulis,et al.  Improving the Quality of Observational Data: Registries of Validated Outcomes and Other Patient Events. , 2021, Epidemiology.

[14]  Kuo-Hsuan Chang,et al.  Characteristics of ischemic stroke and intracranial hemorrhage in patients with nephrotic syndrome , 2021, BMC Nephrology.

[15]  S. Andrade,et al.  Validation of an ICD‐10‐based algorithm to identify stillbirth in the Sentinel System , 2021, Pharmacoepidemiology and drug safety.

[16]  H. Kohsaka,et al.  The validity of the claims-based definition of rheumatoid arthritis evaluated in 64 hospitals in Japan , 2021, BMC Musculoskeletal Disorders.

[17]  T. Lu,et al.  Existing Data Sources in Clinical Epidemiology: The Taiwan National Health Insurance Laboratory Databases , 2021, Clinical epidemiology.

[18]  Yung-Chang Chen,et al.  Ketoanalogue supplements reduce mortality in patients with pre-dialysis advanced diabetic kidney disease: A nationwide population-based study. , 2021, Clinical nutrition.

[19]  F. Guillemin,et al.  Intra-database validation of case-identifying algorithms using reconstituted electronic health records from healthcare claims data , 2021, BMC Medical Research Methodology.

[20]  S. Schneeweiss,et al.  STaRT-RWE: structured template for planning and reporting on the implementation of real world evidence studies , 2021, BMJ.

[21]  C. Hsieh,et al.  Validation of ICD-10-CM Diagnosis Codes for Identification of Patients with Acute Hemorrhagic Stroke in a National Health Insurance Claims Database , 2021, Clinical epidemiology.

[22]  C. Hsieh,et al.  Performance of ICD-10-CM Diagnosis Codes for Identifying Acute Ischemic Stroke in a National Health Insurance Claims Database , 2020, Clinical epidemiology.

[23]  R. Gini,et al.  Outcome misclassification: Impact, usual practice in pharmacoepidemiology database studies and an online aid to correct biased estimates of risk ratio or cumulative incidence , 2020, Pharmacoepidemiology and drug safety.

[24]  Rosa Gini,et al.  Disease misclassification in electronic healthcare database studies: Deriving validity indices—A contribution from the ADVANCE project , 2020, PloS one.

[25]  T. Lu,et al.  Validity of ICD-10-CM Codes Used to Identify Patients with Chronic Hepatitis B and C Virus Infection in Administrative Claims Data from the Taiwan National Health Insurance Outpatient Claims Dataset , 2020, Clinical epidemiology.

[26]  Kuang-Yao Yang,et al.  Real-world effectiveness of medications on survival in patients with COPD-heart failure overlap , 2019, Aging.

[27]  Swu-Jane Lin,et al.  Taiwan’s National Health Insurance Research Database: past and future , 2019, Clinical epidemiology.

[28]  Y. Kao Yang,et al.  The Chang Gung Research Database—A multi‐institutional electronic medical records database for real‐world epidemiological studies in Taiwan , 2019, Pharmacoepidemiology and drug safety.

[29]  Jiun-Liang Chen,et al.  Traditional Chinese medicine use is associated with lower end-stage renal disease and mortality rates among patients with diabetic nephropathy: a population-based cohort study , 2019, BMC Complementary and Alternative Medicine.

[30]  Cheng-Hung Lee,et al.  Bariatric Surgery Did Not Increase the Risk of Gallstone Disease in Obese Patients: a Comprehensive Cohort Study , 2018, Obesity Surgery.

[31]  Kuang-Yao Yang,et al.  Use of ICS/LABA Combinations or LAMA Is Associated with a Lower Risk of Acute Exacerbation in Patients with Coexistent COPD and Asthma. , 2018, The journal of allergy and clinical immunology. In practice.

[32]  Jann-Yuan Wang,et al.  Metformin use is associated with a low risk of tuberculosis among newly diagnosed diabetes mellitus patients with normal renal function: A nationwide cohort study with validated diagnostic criteria , 2018, PloS one.

[33]  Te-Wei Ho,et al.  Validity of ICD9-CM codes to diagnose chronic obstructive pulmonary disease from National Health Insurance claim data in Taiwan , 2018, International journal of chronic obstructive pulmonary disease.

[34]  L. See,et al.  Validity of cancer diagnosis in the National Health Insurance database compared with the linked National Cancer Registry in Taiwan , 2018, Pharmacoepidemiology and drug safety.

[35]  T. Peng,et al.  Choices for long-term hypertensive control in patients after first-ever hemorrhagic stroke: a nationwide cohort study , 2018, Therapeutic advances in neurological disorders.

[36]  S. Setoguchi,et al.  Validation studies of claims data in the Asia‐Pacific region: A comprehensive review , 2018, Pharmacoepidemiology and drug safety.

[37]  Mei-Ching Lee,et al.  Association of Varicose Veins With Incident Venous Thromboembolism and Peripheral Artery Disease , 2018, JAMA.

[38]  Y. Tsai,et al.  Risk of gastrointestinal perforation in patients taking oral fluoroquinolone therapy: An analysis of nationally representative cohort , 2017, PloS one.

[39]  Tzeng-Ji Chen,et al.  Statin Use Is Associated With a Lower Risk of TB , 2017, Chest.

[40]  T. Tung,et al.  Different Implications of Heart Failure, Ischemic Stroke, and Mortality Between Nonvalvular Atrial Fibrillation and Atrial Flutter—a View From a National Cohort Study , 2017, Journal of the American Heart Association.

[41]  M. Lai,et al.  All-Cause and Cause-Specific Mortality in Patients with Psoriasis in Taiwan: A Nationwide Population-Based Study. , 2017, The Journal of investigative dermatology.

[42]  Tsung-Hang Kuo,et al.  Acute kidney injury and risk of deep vein thrombosis and pulmonary embolism in Taiwan: A nationwide retrospective cohort study. , 2017, Thrombosis research.

[43]  C. Tsao,et al.  Associations between interventions for urolithiasis and urinary tract cancer among patients in Taiwan , 2016, Medicine.

[44]  Yen-Hung Lin,et al.  Long term outcome of Aldosteronism after target treatments , 2016, Scientific Reports.

[45]  Chung-Yi Li,et al.  Validation of algorithms to identify stroke risk factors in patients with acute ischemic stroke, transient ischemic attack, or intracerebral hemorrhage in an administrative claims database. , 2016, International journal of cardiology.

[46]  Chung-Yi Li,et al.  Variations in Incidence and Prevalence of Parkinson's Disease in Taiwan: A Population-Based Nationwide Study , 2016, Parkinson's disease.

[47]  Yuh-Min Chen,et al.  Latent Tuberculosis Infection and the Risk of Subsequent Cancer , 2016, Medicine.

[48]  Ching-Lan Cheng,et al.  Validity of in-hospital mortality data among patients with acute myocardial infarction or stroke in National Health Insurance Research Database in Taiwan. , 2015, International journal of cardiology.

[49]  Chen-Yang Hsu,et al.  End-tidal carbon dioxide monitoring may be associated with a higher possibility of return of spontaneous circulation during out-of-hospital cardiac arrest: a population-based study , 2015, Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine.

[50]  Hsien-Ho Lin,et al.  Health system delay among patients with tuberculosis in Taiwan: 2003–2010 , 2015, BMC Infectious Diseases.

[51]  Yueh-Sheng Chen,et al.  Risk of Aortic Dissection and Aortic Aneurysm in Patients Taking Oral Fluoroquinolone. , 2015, JAMA internal medicine.

[52]  J. Ross.  Global Drug Safety Insights From Taiwan. , 2015, JAMA internal medicine.

[53]  J. Ioannidis,et al.  Nationwide Population Science: Lessons From the Taiwan National Health Insurance Research Database. , 2015, JAMA internal medicine.

[54]  R. Wu,et al.  Risk of Parkinson's disease following anxiety disorders: a nationwide population‐based cohort study , 2015, European journal of neurology.

[55]  M. Lai,et al.  Risk of Intracranial Hemorrhage From Statin Use in Asians: A Nationwide Cohort Study , 2015, Circulation.

[56]  Y. Tsai,et al.  Risk of Spontaneous Bacterial Peritonitis Associated With Gastric Acid Suppression , 2015, Medicine.

[57]  M. Lai,et al.  Quality assessment and improvement of nationwide cancer registration system in Taiwan: a review. , 2015, Japanese journal of clinical oncology.

[58]  M. Lai,et al.  Validating the diagnosis of acute ischemic stroke in a National Health Insurance claims database. , 2015, Journal of the Formosan Medical Association = Taiwan yi zhi.

[59]  Yu-Feng Hu,et al.  Long-term outcome of multiform premature ventricular complexes in structurally normal heart. , 2015, International journal of cardiology.

[60]  Ching-Lan Cheng,et al.  Identifying Renal Dysfunction in Stroke Patients Using Diagnostic Codes in the Taiwan National Health Insurance Research Database , 2015, International journal of stroke : official journal of the International Stroke Society.

[61]  M. Lai,et al.  Concordance between Patient Self-Reports and Claims Data on Clinical Diagnoses, Medication Use, and Health System Utilization in Taiwan , 2014, PloS one.

[62]  Yen-Hung Lin,et al.  Administrative data on diagnosis and mineralocorticoid receptor antagonist prescription identified patients with primary aldosteronism in Taiwan. , 2014, Journal of clinical epidemiology.

[63]  Ching-Lan Cheng,et al.  Validation of Acute Myocardial Infarction Cases in the National Health Insurance Research Database in Taiwan , 2014, Journal of epidemiology.

[64]  D. Reeves,et al.  ClinicalCodes: An Online Clinical Codes Repository to Improve the Validity and Reproducibility of Research Using Electronic Medical Records , 2014, PloS one.

[65]  Yuh-Min Chen,et al.  Sleep apnea and risk of pneumonia: a nationwide population-based study , 2014, Canadian Medical Association Journal.

[66]  Yen-Yuan Chen,et al.  Long-term risk of coronary events after AKI. , 2014, Journal of the American Society of Nephrology : JASN.

[67]  Chung-Yi Li,et al.  Incidence of and Mortality from Type I Diabetes in Taiwan From 1999 through 2010: A Nationwide Cohort Study , 2014, PloS one.

[68]  Ming-Tsang Wu,et al.  Areca Nut Chewing and Risk of Atrial Fibrillation in Taiwanese Men: A Nationwide Ecological Study , 2013, International journal of medical sciences.

[69]  Chung-Yi Li,et al.  Epidemiology of pleural infections in Taiwan from 1997 through 2008 , 2012, Respirology.

[70]  Hsiu-Nien Shen,et al.  Epidemiology of First-Attack Acute Pancreatitis in Taiwan From 2000 Through 2009: A Nationwide Population-Based Study , 2012, Pancreas.

[71]  Hsiu-Hsi Chen,et al.  Geographic variation in the age‐ and gender‐specific prevalence and incidence of epilepsy: Analysis of Taiwanese National Health Insurance–based data , 2012, Epilepsia.

[72]  R. Carnahan,et al.  Mini‐Sentinel's systematic reviews of validated methods for identifying health outcomes using administrative and claims data: methods and lessons learned , 2012, Pharmacoepidemiology and drug safety.

[73]  R. Carnahan,et al.  Mini‐Sentinel's systematic reviews of validated methods for identifying health outcomes using administrative data: summary of findings and suggestions for future research , 2012, Pharmacoepidemiology and drug safety.

[74]  Ching-Lan Cheng,et al.  Validation of the national health insurance research database with ischemic stroke cases in Taiwan , 2011, Pharmacoepidemiology and drug safety.

[75]  Jaw-Town Lin,et al.  Histamine2-receptor antagonists are an alternative to proton pump inhibitor in patients receiving clopidogrel. , 2010, Gastroenterology.

[76]  J. Jeng,et al.  Get With The Guidelines-Stroke Performance Indicators: Surveillance of Stroke Care in the Taiwan Stroke Registry: Get With The Guidelines-Stroke in Taiwan , 2010, Circulation.

[77]  S. Lanes,et al.  Bias due to False-Positive Diagnoses in an Automated Health Insurance Claims Database , 2006, Drug safety.

[78]  M. Lai,et al.  Accuracy of diabetes diagnosis in health insurance claims data in Taiwan. , 2005, Journal of the Formosan Medical Association = Taiwan yi zhi.

[79]  Michael J. Goodman,et al.  Health plan administrative databases can efficiently identify serious myopathy and rhabdomyolysis. , 2005, Journal of clinical epidemiology.

[80]  Richard Platt,et al.  Incidence of hospitalized rhabdomyolysis in patients treated with lipid-lowering drugs. , 2004, JAMA.

[81]  Hui-Min Wu,et al.  Estimation of prevalence and incidence of infantile spasms in Taiwan using capture–recapture method , 2004, Epilepsy Research.

[82]  Hsing-Yi Chang,et al.  The design, contents, operation and the characteristics of the respondents of the 2001 National Health Interview Survey in Taiwan , 2003 .

[83]  A. LaCroix,et al.  Gastric and duodenal safety of daily alendronate. , 2002, Archives of internal medicine.

[84]  A. LaCroix,et al.  Validation of diagnoses of peptic ulcers and bleeding from administrative databases: a multi-health maintenance organization study. , 2002, Journal of clinical epidemiology.

[85]  Susan S. Jick,et al.  Further validation of information recorded on a general practitioner based computerized data resource in the united kingdom , 1992 .

[86]  H Jick,et al.  Validation of information recorded on general practitioner based computerised data resource in the United Kingdom. , 1991, BMJ.

[87]  Hong-Jie Dai,et al.  Using text mining to extract depressive symptoms and to validate the diagnosis of major depressive disorder from electronic health records. , 2019, Journal of affective disorders.

[88]  J. Fuh,et al.  Migraine and Risk of Ocular Motor Cranial Nerve Palsies: A Nationwide Cohort Study. , 2016, Ophthalmology.

[89]  M. Lai,et al.  Continuation of statin therapy and a decreased risk of atrial fibrillation/flutter in patients with and without chronic kidney disease. , 2014, Atherosclerosis.