Projects per year
Abstract
Results: Between 2013 and 2017, RDMP tool implementation tripled the productivity of Data Analysts producing data releases for researchers from 7.1 to 25.3 per month; and reduced the error rate from 12.7% to 3.1%. The effort on data management reduced from a mean of 24.6 to 3.0 hours per data release. The waiting time for researchers to receive data after agreeing a specification reduced from approximately 6 months to less than one week. The software is scalable and currently manages 163 datasets. 1,321 data extracts for research have been produced with the largest extract linking data from 70 different datasets.
Conclusions: The tools and processes that encompass the RDMP not only fulfil the research data management requirements of researchers but also support the seamless collaboration of data cleaning, data transformation, data summarisation and data quality assessment activities by different research groups.
Original language | English |
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Article number | giy060 |
Number of pages | 12 |
Journal | Giga Science |
Volume | 7 |
Issue number | 7 |
Early online date | 22 May 2018 |
DOIs | |
Publication status | Published - 22 May 2018 |
Keywords
- Clinical datasets
- Data catalogue
- Health informatics
- Record linkage
- Research data management
- Translational research
- Reproducibility of Results
- Humans
- Medical Informatics/methods
- Scotland
- Research
- Universities
- Programming Languages
- Computer Systems
- Software
- Internet
- Longitudinal Studies
- Databases, Factual
- Quality Control
ASJC Scopus subject areas
- Health Informatics
- Computer Science Applications
Fingerprint
Dive into the research topics of 'The Research Data Management Platform (RDMP): A novel, process driven, open-source tool for the management of longitudinal cohorts of clinical data'. Together they form a unique fingerprint.Projects
- 2 Finished
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Omics-Based Strategies for Improved Diagnosis and Treatment of Endocrine Hypertension (ENSAT-HT) (Joint with Inserm, University of Torino, University of Padua, University of Glasgow, University of Birmingham, Radboud University Medical Centre, SleekIT Limited and Inserm Transfert)
Connell, J. (Investigator), Doney, A. (Investigator), Jefferson, E. (Investigator) & Zhou, K. (Investigator)
COMMISSION OF THE EUROPEAN COMMUNITIES
1/05/15 → 31/12/21
Project: Research
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The Scottish eHealth Informatics Research Centre (E-HIRCs) (Joint with Universities of Aberdeen, Glasgow, Edinburgh, Strathclyde, St Andrews & Leicester and ISD)
Colhoun, H. (Investigator), Donnan, P. (Investigator), Guthrie, B. (Investigator), Jefferson, E. (Investigator), MacDonald, T. (Investigator), McCowan, C. (Investigator), Morris, A. (Investigator), Pearson, E. (Investigator), Sullivan, F. (Investigator) & Swedlow, J. (Investigator)
1/03/13 → 31/12/18
Project: Research
Profiles
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Jefferson, Emily
- Population Health and Genomics - Honorary Professor of Health Data Science (TandR)
Person: Honorary