Table 1.
Data source | Indications of CKD | Risk factors for CKD | Progression of CKD and outcomes | Medical interventions | Limitations |
Population census and registered health insurance database | NA | Demographics, lifestyle risk factors | NA | NA | Only one record of measurement for each person. |
Health checks database* | Serum creatinine, dipstick test of proteinuria | Physical examinations, laboratory tests, disease history | Serum creatinine, dipstick test of proteinuria | Types, doses and frequency of prescription | 1–2 years’ lag, no information on medications. |
Disease surveillance and management database | NA | NA | Diagnosis of CVD, Death certificates | Types, doses and frequency of prescription | No information on laboratory tests. |
Outpatient/inpatient EMR database | Serum creatinine, urine albumin to creatinine ratio, ICD-10 codes for CKD | Physical examinations, laboratory tests, disease history | Diagnosis of comorbidities, CVD, ESKD and death certificates | Types, doses and frequency of prescription | Coverage limited to patients with outpatient/inpatient visits. |
Charge and claims database | NA | NA | NA | Types, doses and frequency of prescription | Prescription information may not be accurate. |
*Health checks database refers to health checks for new rural cooperative medical scheme, health checks for elderly people and health checks for adults with hypertension and diabetes.
CKD, chronic kidney disaese; CVD, cardiovascular disease; EMR, electronic medical record; ESKD, end-stage kidney disease; ICD-10, International Classification of Diseases, 10th Revision; NA, not available.