Problems of ICD-10 coding in health information systems using the example of coronary artery disease
Aim. To assess the possibilities and problems of using health information systems (HIS) to record disease cases and causes of death using ICD-10 codes using coronary artery disease (CAD) forms as an example. Material and methods. The study combined data from electronic databases of the Main Civil Re...
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| Published in | Rossiĭskiĭ kardiologicheskiĭ zhurnal Vol. 30; no. 3; p. 5969 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English Russian |
| Published |
FIRMA «SILICEA» LLC
29.04.2025
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1560-4071 2618-7620 2618-7620 |
| DOI | 10.15829/1560-4071-2025-5969 |
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| Abstract | Aim. To assess the possibilities and problems of using health information systems (HIS) to record disease cases and causes of death using ICD-10 codes using coronary artery disease (CAD) forms as an example. Material and methods. The study combined data from electronic databases of the Main Civil Registry Office and outpatient clinics of the Moscow Oblast. All cases with CAD codes registered as the underlying cause of death (UCD) in outpatient clinics and in medical certificates of cause of death (MCCD) one year before death were included. A total of 3476 deaths. Results. On average, 1,4 four-digit ICD codes from the CAD group (I20-I25) per patient were registered in outpatient clinics per year. More than 1 code from the CAD group was registered in 33,3% of patients. For one conditional disease (CAD), 86 unique consecutive combinations of 4-digit CAD codes were identified, which indicates the changes of the patient's condition over time. Myocardial infarction (MI) as a UCD is indicated in 12,1% of the MCCD (9,1% — I21 and 3% — I22); in 83,9% — one of 7 codes of the chronic forms of CAD group (I25.0, 1, 2, 3, 5, 8, 9). Among those who had only codes of the chronic forms of CAD group (I25) indicated in outpatient clinics, 9,6% died of MI. The problems associated with the use of codes for creating registers and their subsequent clinical interpretation are described. In addition to CAD codes, other diseases represented by 4-digit codes (on average, 6,0±4,9 per patient) were registered in the outpatient clinics in 90,7% of patients. Causes of death (Part II of the MCCD) were indicated in 24,3%. Conclusion. HIS have significant potential for accumulation and subsequent clinical analysis of data, but for full use, expert approval of the criteria for applying codes for various clinical forms of CAD is required. |
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| AbstractList | Aim. To assess the possibilities and problems of using health information systems (HIS) to record disease cases and causes of death using ICD-10 codes using coronary artery disease (CAD) forms as an example.Material and methods. The study combined data from electronic databases of the Main Civil Registry Office and outpatient clinics of the Moscow Oblast. All cases with CAD codes registered as the underlying cause of death (UCD) in outpatient clinics and in medical certificates of cause of death (MCCD) one year before death were included. A total of 3476 deaths.Results. On average, 1,4 four-digit ICD codes from the CAD group (I20-I25) per patient were registered in outpatient clinics per year. More than 1 code from the CAD group was registered in 33,3% of patients. For one conditional disease (CAD), 86 unique consecutive combinations of 4-digit CAD codes were identified, which indicates the changes of the patient's condition over time. Myocardial infarction (MI) as a UCD is indicated in 12,1% of the MCCD (9,1% — I21 and 3% — I22); in 83,9% — one of 7 codes of the chronic forms of CAD group (I25.0, 1, 2, 3, 5, 8, 9). Among those who had only codes of the chronic forms of CAD group (I25) indicated in outpatient clinics, 9,6% died of MI. The problems associated with the use of codes for creating registers and their subsequent clinical interpretation are described. In addition to CAD codes, other diseases represented by 4-digit codes (on average, 6,0±4,9 per patient) were registered in the outpatient clinics in 90,7% of patients. Causes of death (Part II of the MCCD) were indicated in 24,3%.Conclusion. HIS have significant potential for accumulation and subsequent clinical analysis of data, but for full use, expert approval of the criteria for applying codes for various clinical forms of CAD is required. |
| Author | Klyuchnikov, I. V. Kakorina, E. P. Samorodskaya, I. V. |
| Author_xml | – sequence: 1 givenname: I. V. orcidid: 0000-0001-9320-1503 surname: Samorodskaya fullname: Samorodskaya, I. V. organization: Vladimirsky Moscow Regional Research Clinical Institute; National Medical Research Center for Therapy and Preventive Medicine – sequence: 2 givenname: E. P. orcidid: 0000-0001-6033-5564 surname: Kakorina fullname: Kakorina, E. P. organization: Vladimirsky Moscow Regional Research Clinical Institute; I. M. Sechenov First Moscow State Medical University – sequence: 3 givenname: I. V. orcidid: 0000-0002-8652-9639 surname: Klyuchnikov fullname: Klyuchnikov, I. V. organization: Bakulev National Medical Research Center for Cardiovascular Surgery; Russian Medical Academy of Continuous Professional Education |
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| Cites_doi | 10.1016/j.cjco.2023.05.007 10.1161/CIR.0000000000001183 10.1177/26335565231223350 10.1186/s12913-019-4239-2 10.1186/s12933-022-01527-3 10.2147/CLEP.S265619 10.15829/29/1560-4071-2020-4076 10.7759/cureus.9349 10.1016/j.eclinm.2023.101860 10.1093/eurheartj/ehad191 10.18087/cardio.2021.6.n1595 |
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| SubjectTerms | cad health information systems icd-10 codes morbidity myocardial infarction registries underlying cause of death |
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| Title | Problems of ICD-10 coding in health information systems using the example of coronary artery disease |
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