Current state and prospects of implementation of data standardization in the health care system of Ukraine (literature review)

Авторы

DOI:

https://doi.org/10.26641/2307-0404.2023.3.289226

Ключевые слова:

data standardization, common data model (CDM), eHealth, Observational Medical Outcomes Partnership Common Data Model (OMOP CDM)

Аннотация

The orientation of the world medical community, and Ukraine in particular, towards the improvement of the quality of medical services includes the introduction of modern tools and methods for quality regulation in the healthcare system. The focus of research on the modernization of medical services, methods and forms of treatment and diagnosis, as well as focus on global experience in regulating the quality of services provided by relevant institutions, undoubtedly contributes to the transition of the Ukrainian healthcare system to a new level. One of the most powerful and modern ways to improve the medical health care system is to introduce the standardization of the format and content of medical data. Quality implementation of the standardization program is a leading factor in the improvement of the quality of medical services, such as: early detection of diseases and emergencies, setting new therapeutic goals, improving the quality of clinical trials, improving of assessment of the quality of medical services and work of the doctors and nursing staff, improving the efficiency of health care programs, improving the safety of use of medical devices, forecasting medical consequences, reducing administrative costs, integrating artificial intelligence into the healthcare system, etc.

Библиографические ссылки

Informatics O. The Book of OHDSI [Internet]. Ohdsi.github.io. 2022 [cited 2022 Apr 14]. Available from: https://ohdsi.github.io/TheBookOfOhdsi/

Schneider F, Maurer C, Friedberg RC. International Organization for Standardization (ISO) 15189. Ann Lab Med. 2017 Sep;37(5):365-70. doi: https://doi.org/10.3343/alm.2017.37.5.365

Rodrigues JM, Kumar A, Bousquet C, Trombert B. Standards and biomedical terminologies: the CEN TC 251 and ISO TC 215 categorial structures. A step towards increased interoperability. Stud Health Technol Inform. 2008;136:857-62. PMID: 18487839.

Caring about health and safety [Internet]. ISO. 2022 [cited 2022 Apr 14]. Available from: https://www.iso.org/caring-about-health-and-safety.html

Home [Internet]. Who.int. 2022 [cited 2022 Apr 14]. Available from: https://www.who.int/

International Classification of Diseases (ICD) [Internet]. Who.int. 2022 [cited cited 2022 Apr 14]. Available from: https://www.who.int/standards/classifications/classification-of-diseases

SNOMED Home page [Internet]. SNOMED. 2022 [cited 2022 Apr 14]. Available from: https://www.snomed.org/

LOINC version 2.72 is now available – LOINC % [Internet]. LOINC. 2022 [cited 2022 Apr 14]. Available from: https://loinc.org/news/loinc-version-2-72-is-now-available/

International H. Introduction to HL7 Standards | HL7 International [Internet]. Hl7.org. 2022 [cited 2022 Apr 14]. Available from: https://www.hl7.org/implement/standards/

RxNorm [Internet]. Nlm.nih.gov. 2022 [cited 2022 Apr 14]. Available from: https://www.nlm.nih.gov/research/umls/rxnorm/index.html

DICOM [Internet]. DICOM. 2022 [cited 2022 Apr 14]. Available from: https://www.dicomstandard.org/

ISCO – International Standard Classification of Occupations [Internet]. Ilo.org. 2022 [cited 2022 Apr 14]. Available from: https://www.ilo.org/public/english/bureau/stat/isco/isco08

What is Clinical Document Architecture (CDA)? – Definition from WhatIs.com [Internet]. SearchHealthIT. 2022 [cited 2022 Apr 14]. Available from: https://searchhealthit.techtarget.com/definition/Clinical-Document-Architecture-CDA

Evans RS. Electronic Health Records: Then, Now, and in the Future. Yearb Med Inform. 2016 May 20;(Suppl 1):S48-61. doi: https://doi.org/10.15265/IYS-2016-s006

Caring about health and safety [Internet]. ISO. 2022 [cited 2022 Apr 13]. Available from: https://www.iso.org/caring-about-health-and-safety.html

Chen L, Liu T, Zhao X. Inferring anatomical the-rapeutic chemical (ATC) class of drugs using shortest path and random walk with restart algorithms. Biochim Biophys Acta Mol Basis Dis. 2018;1864(6 Pt B):2228-40. doi: https://doi.org/10.1016/j.bbadis.2017.12.019

Fast Healthcare Interoperability Resources® (FHIR®)|eCQI Resource Center [Internet]. Ecqi.healthit.gov. 2022 [cited 2022 Apr 13]. Available from: https://ecqi.healthit.gov/fhir

SDTM|CDISC [Internet]. Cdisc.org. 2022 [cited 2022 Apr 13]. Available from: https://www.cdisc.org/standards/foundational/sdtm

Amatayakul M. American National Standards Institute (ANSI) Healthcare Informatics Standards Planning Panel. Subcommittee on Scope of Medical Record Standards. Stud Health Technol Inform. 1993;6:66-9. PMID: 10163825.

Chute CG, Cohn SP, Campbell KE, et al. The content coverage of clinical classifications. For The Com-puter-Based Patient Record Institute's Work Group on Codes & Structures. J Am Med Inform Assoc. 1996 May-Jun;3(3):224-33. doi: https://doi.org/10.1136/jamia.1996.96310636

U.S. Department of Health and Human Services Centers for Disease Control and Prevention National Center for Health Statistics. National committee on vital and health statistics report, 2003-2004. Hyattsville, MD.: U.S. Dept. of Health and Human Services; 2005.

Millar J. The Need for a Global Language – SNOMED CT Introduction. Stud Health Technol Inform. 2016;225:683-5. PMID: 27332304.

Chang E, Mostafa J. The use of SNOMED CT, 2013-2020: a literature review. J Am Med Inform Assoc. 2021 Aug 13;28(9):2017-26. doi: https://doi.org/10.1093/jamia/ocab084

Drenkhahn C, Ingenerf J. The LOINC Content Model and Its Limitations of Usage in the Laboratory Domain. Stud Health Technol Inform. 2020 Jun 16;270:437-42. doi: https://doi.org/10.3233/SHTI200198

Fiebeck J, Gietzelt M, Ballout S, et al. Implementing LOINC: Current Status and Ongoing Work at the Hannover Medical School. Stud Health Technol Inform. 2019;258:247-8. PMID: 30942760.

Bhargava A, Kim T, Quine DB, Hauser RG. A 20-Year Evaluation of LOINC in the United States' Largest Integrated Health System. Arch Pathol Lab Med. 2020 Apr;144(4):478-84. doi: https://doi.org/10.5858/arpa.2019-0055-OA

Peters LB, Bodenreider O. Approaches to Supporting the Analysis of Historical Medication Datasets with RxNorm. AMIA Annu Symp Proc. 2015 Nov 5;2015:1034-41. PMID: 26958241.

Dhavle AA, Ward-Charlerie S, Rupp MT, Kilbourne J, Amin VP, Ruiz J. Evaluating the implementation of RxNorm in ambulatory electronic prescriptions. J Am Med Inform Assoc. 2016 Apr;23(e1):e99-e107. doi: https://doi.org/10.1093/jamia/ocv131

The DAMA Dictionary of Data Management | Guide books [Internet]. Guide books. 2022 [cited 2022 Apr 14]. doi: https://doi.org/10.5555/1796076

Gliklich RE, Leavy MB, Dreyer NA. Registries for Evaluating Patient Outcomes: A User's Guide [Internet]. PubMed. 2022 [cited 2022 Apr 15]. Available from: https://pubmed.ncbi.nlm.nih.gov/24945055

Abdelhak M, Grostick S, Hanken MA, Jacobs EB. Health Information: Management of a Strategic Resource [Internet]. Find-more-books. 2022 [cited 2022 Apr 15]. Available from: https://every-book.com/t/en/b/health-information-management-strategic-resource-mervat-abdelhak-rhia-fahima-sara-grostick-rhia-fahima-mary-alice-hanken-chps-rhia-ellen-jacobs--9781416030027

OHDSI – Observational Health Data Sciences and Informatics [Internet]. Omop.org. 2022 [cited 2022 Apr 15]. Available from: http://omop.org/

Sentinel Initiative [Internet]. Mini-sentinel.org; 2022 [cited 2022 Apr 15]. Available from: http://www.mini-sentinel.org/

About – The National Patient-Centered Clinical Research Network [Internet]. The National Patient-Cen-tered Clinical Research Network; 2022 [cited 2022 Feb 1]. Available from: https://pcornet.org/about/

Ross TR, Ng D, Brown JS, et al. The HMO research network virtual data warehouse: a public data model to support collaboration. EGEMS. 2014;2(1):1049. doi: https://doi.org/10.13063/2327-9214.1049

Clinical Data Interchange Standards Consortium (CDISC) Experience | PPD Inc [Internet]. PPD Inc.; 2022 [cited 2022 Apr 15]. Available from: https://www.ppd.com/our-solutions/clinical/phase-ii-iv-clinical-trial-management/data-management/clinical-data-interchange-standards-consortium-cdisc-experience

Harmonization of Various Common Data Models and Open Standards for Evidence Generation [Internet]. ASPE. 2022 [cited 2022 Apr 14]. Available from: https://aspe.hhs.gov/harmonization-various-common-data-models-open-standards-evidence-generation

About the Food and Drug Administration (FDA) Sentinel Initiative | Sentinel Initiative [Internet]. Senti-nelinitiative.org. 2022 [cited 2022 Apr 13]. Available from: https://www.sentinelinitiative.org/about

Tenenbaum JD, Christian V, Cornish MA, et al. The MURDOCK Study: a long-term initiative for disease reclassification through advanced biomarker discovery and integration with electronic health records. Am J Transl Res. 2012;4(3):291-301. Epub 2012 Jul 23. PMID: 22937207.

Garza M, et al. Evaluating common data models for use with a longitudinal community registry. Journal of biomedical informatics. 2016;64:333-41. doi: https://doi.org/10.1016/j.jbi.2016.10.016

Rhoworld.com. [Internet]. 2022 [cited 2022 Apr 14]. Available from: http://www.rhoworld.com/wp-content/up-loads/2020/02/Data_Standards__Clinical_Data_Interchange_Standards_Consortium_CDISC.pdf

Park Y. CDISC Transformer: a metadata-based transformation tool for clinical trial and research data into CDISC standards. KSII Transactions on Internet and Information Systems. 2011;5(10). doi: https://doi.org/10.3837/tiis.2011.10.009

Network – The National Patient-Centered Clinical Research Network [Internet]. The National Patient-Cen-tered Clinical Research Network. 2022 [cited 2022 Apr 13]. Available from: https://pcornet.org/network/

Forrest CB, McTigue KM, Hernandez AF, Cohen LW, Cruz H, Haynes K, et al. PCORnet® 2020: cur-rent state, accomplishments, and future directions. J Clin Epidemiol. 2021 Jan;129:60-7. doi: https://doi.org/10.1016/j.jclinepi.2020.09.036

Informatics O. The Common Data Model. The Book of OHDSI. Chapter 4. [Internet]. Ohdsi.github.io. 2022 [cited 2022 Apr 13]. Available from: https://ohdsi.github.io/TheBookOfOhdsi/CommonDataModel.html

Ienca M, Vayena E. On the responsible use of digital data to tackle the COVID-19 pandemic. Nat Med. 2020;26(4):463-4. doi: https://doi.org/10.1038/s41591-020-0832-5

Hripcsak G, Duke JD, Shah NH, et al. Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers. Stud Health Technol Inform. 2015;216:574-8. PMID: 26262116.

Society for Clinical Data Management – SCDM 2021 Annual Conference [Internet]. TSNN. 2022 [cited 2022 Apr 15]. Available from: https://www.tsnn.com/events/society-clinical-data-management-scdm-2021-annual-conference

Athena [Internet]. Athena.ohdsi.org. 2022 [cited 2022 Apr 14]. Available from: https://athena.ohdsi.org/search-terms/terms

Shaw T, McGregor D, Brunner M, Keep M, Janssen A, Barnet S. What is eHealth (6)? Development of a Conceptual Model for eHealth: Qualitative Study with Key Informants. J Med Internet Res. 2017 Oct 24;19(10):e324. doi: https://doi.org/10.2196/jmir.8106

Yen PY, McAlearney AS, Sieck CJ, Hefner JL, Huerta TR. Health Information Technology (HIT) Adap-tation:Refocusing on the Journey to Successful HIT Im-plementation. JMIR Med Inform. 2017;5(3):e28. doi: https://doi.org/110.2196/medinform.7476

[On the approval of the Concept of quality management of medical care in the field of health care in Ukraine for the period up to 2010. Order Ministry of Health of Ukraine No. 166 of 2008 Mar 31.] [Internet]. 2008 [cited 2022 Sept 14]. Ukrainian. Available from: https://zakon.rada.gov.ua/go/v0166282-08

[How the National Health Service of Ukraine will work] [Internet]. 2022 [cited 2022 Apr 13]. Ukrainian. Available from: https://moz.gov.ua/article/news/jak-pra-cjuvatime-nacionalna-sluzhba-zdorovja-ukraini

[About state financial guarantees of medical care for the population. Law of Ukraine No. 2168-VIII. from 2017 Oct 19] [Internet]. 2017 [cited 2022 Oct 23]. Ukrainian. Available from: https://zakon.rada.gov.ua/laws/show/2168-19#Text

[Electronic healthcare system eHealth. Authorization portal] [Internet]. 2022 [cited 2022 April 15]. Ukrainian. Available from: http://nhs-auth-web.hero-kuapp.com/sign-in/

eZdorovya.ua [Internet]. 2022 [cited 2022 Apr 13]. Ukrainian. Available from: https://ezdorovya.ua/

[On the public health system No. 2573-IX of 2022 Sept 06. Law of Ukraine] [Internet]. [cited 2022 Nov 29]. Ukrainian. Available from: https://zakon.rada.gov.ua/laws/show/2573-20#Text

Опубликован

2023-09-29

Как цитировать

1.
Kaduk D, Aleksandrova T, Talapova P, Agieieva I, Ved M, Trofymenko M, Kolesnyk M, Nesmiian T. Current state and prospects of implementation of data standardization in the health care system of Ukraine (literature review). Med. perspekt. [Интернет]. 29 сентябрь 2023 г. [цитируется по 22 ноябрь 2024 г.];28(3):190-8. доступно на: https://journals.uran.ua/index.php/2307-0404/article/view/289226

Выпуск

Раздел

SOCIAL MEDICINE