Medical and biological research data
https://doi.org/10.37489/2588-0519-2024-2-80-90
EDN: MCYGYH
Abstract
This paper discusses the importance of properly organizing data for effective statistical analysis. The main problems that arise when recording research results due to the heterogeneity of information and the imperfections of standard approaches, as well as ways to address and prevent them, are presented. Simple principles for creating a research database, validating, and ensuring its integrity are proposed.
About the Author
A. F. Martsinkevich
Vitebsk State Order of Peoples' Friendship Medical University
Belarus
Belarus
Aliaksandr F. Martsinkevich - PhD, Cand. Sci. (Biol.), associate professor
Vitebsk
References
1. Wickham H. Tidy Data. J. Stat. Soft. [Internet]. 2014 Sep. 12 [cited 2024 Apr. 2];59(10):1-23. Available from: https://www.jstatsoft.org/index.php/jss/article/view/v059i10.
2. Covid: how Excel may have caused loss of 16,000 test results in England. Доступно по: https://www.theguardian.com/politics/2020/oct/05/howexcel-may-have-caused-loss-of-16000-covid-tests-in-england. Ссылка активна на 23.03.2024.
3. STATISTICA: Data Mining, анализ данных, контроль качества, прогнозирование, обучение, консалтинг. Доступно по: http://statsoft.ru. Ссылка активна на 23.03.2024.
4. SPSS Statistics | IBM. Доступно по: https://www.ibm.com/products/spss-statistics. Ссылка активна на 23.03.2024.
5. R: The R Project for Statistical Computing. Доступно по: https://www.r-project.org. Ссылка активна на 23.03.2024.
6. Data Integrity and Compliance With CGMP Guidance for Industry. Доступно по: https://www.fda.gov/files/drugs/published/Data-Integrity-and-Compliance-With-Current-Good-Manufacturing-Practice-Guidance-for-Industry.pdf. Ссылка активна на 23.03.2024.
7. Guideline on computerised systems and electronic data in clinical trials. Доступно по: https://www.ema.europa.eu/en/documents/regulatory-procedural-guideline/guideline-computerised-systems-and-electronic-data-clinical-trials_en.pdf. Ссылка активна на 23.03.2024.
8. Git. Доступно по: https://git-scm.com. Ссылка активна на 23.03.2024.
Review
For citations:
Martsinkevich A.F. Medical and biological research data. Kachestvennaya Klinicheskaya Praktika = Good Clinical Practice. 2024;(2):81-91. (In Russ.) https://doi.org/10.37489/2588-0519-2024-2-80-90. EDN: MCYGYH
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