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Titlebook: Clinical Research Informatics; Rachel L. Richesson,James E. Andrews,Kate Fultz Ho Textbook 2023Latest edition The Editor(s) (if applicable

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Mohammad Gharipour,Anatole Tchikine summarized, providing estimates of data quality capability for common clinical research data collection and processing methods. This chapter provides researchers, informaticists, and clinical research data managers basic tools to assure, assess, and control the quality of data for research.
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Best Practices for Research Data Managementd data managers and informaticists to manage this rapidly changing landscape and to integrate variable and large-scale data. For everyone in the research enterprise, being aware of and implementing end-to-end data management best practices early in the research design phase can have a positive impact on data analysis.
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Clinical Research Information Systemsinical research that mandate the use of a Clinical Research Information System (CRIS) and distinguish its functionality from that provided by electronic medical record systems. We then describe the operations of a CRIS during different phases of a study. We finally discuss briefly the issues of standards and certification.
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