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How to set up a database?-a five-step process. | LitMetric

How to set up a database?-a five-step process.

J Thorac Dis

Unité de Méthodologie en Recherche Clinique, épidémiologie et de Santé Publique, Inserm CIC 1431, CHU de Besançon, France.

Published: October 2018

AI Article Synopsis

  • The quality and viability of research data are heavily influenced by the initial setup of a database, emphasizing the importance of a structured data-management process.
  • Efficient data collection relies on well-designed case report forms (CRFs) that ensure clear guidelines and standards for data entry, fostering accurate and complete documentation.
  • Adhering to GDPR principles is essential for maintaining data protection standards, requiring responsible handling of personal data through lawful, fair, and transparent practices.

Article Abstract

Database set-up directly impacts the quality and viability of research data, and therefore is a crucial part of the quality of clinical research. Setting up a quality database implies following a strict data-management process. Too much collected information threatens the quality of the information required to achieve the objectives of the study. Therefore, the data that will be collected and managed have to be cautiously discussed and selected. Case report forms (CRF) are the tools the most frequently used to collect the data specified by the protocol. An informative and well-structured document simplifies database design and data validation. Key elements are about choice of sequential or thematic structuring, information and type of information that should be entered and the importance of data standards and coding guide. Final database must be structured with unique ID patient, with one record per subject or per measure. Specific information must be provided for each variable according to the database specifications. The quality of the results is directly related to the quality of the collected data. The CRF should then be completed as fully and accurately as possible. Data validation relies on three key points: the CRF completion guidelines, the Edit Checks process and the Data clarification process. Various open source or business software applications provide all functionalities to set up a clinical data base and CRF. The General Data Protection Regulation (GDPR) standardizes and strengthens the protection of personal data across the EU and for other country's data being "processed" within the EU. The General principles include lawfulness, fairness and transparency, restricted use of data, data minimization, accuracy, limited storage, confidentiality and probity, and accountability.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6230828PMC
http://dx.doi.org/10.21037/jtd.2018.09.138DOI Listing

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