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ViPAR: a software platform for the Virtual Pooling and Analysis of Research Data
- Source :
- Carter, K W, Francis, R W, Bresnahan, M, Gissler, M, Grønborg, T K, Gross, R, Gunnes, N, Hammond, G, Hornig, M, Hultman, C M, Huttunen, J, Langridge, A, Leonard, H, Newman, S, Parner, E T, Petersson, G, Reichenberg, A, Sandin, S, Schendel, D, Schalkwyk, L, Sourander, A, Steadman, C, Stoltenberg, C, Suominen, A, Surén, P, Susser, E, Sylvester Vethanayagam, A, Yusof, Z & International Collaboration for Autism Registry Epidemiology 2016, ' ViPAR : A software platform for the Virtual Pooling and Analysis of Research Data ', International Journal of Epidemiology, vol. 45, no. 2, pp. 408-416 . https://doi.org/10.1093/ije/dyv193, Carter, K W, Francis, R W, Carter, K W, Francis, R W, Bresnahan, M, Gissler, M, Grønborg, T K, Gross, R, Gunnes, N, Hammond, G, Hornig, M, Hultman, C M, Huttunen, J, Langridge, A, Leonard, H, Newman, S, Parner, E T, Petersson, G, Reichenberg, A, Sandin, S, Schendel, D E, Schalkwyk, L, Sourander, A, Steadman, C, Stoltenberg, C, Suominen, A, Surén, P, Susser, E, Sylvester Vethanayagam, A & Yusof, Z 2016, ' ViPAR : A software platform for the Virtual Pooling and Analysis of Research Data ', International Journal of Epidemiology, vol. 45, no. 2, pp. 408-416 . https://doi.org/10.1093/ije/dyv193, International Journal of Epidemiology
- Publication Year :
- 2015
- Publisher :
- Oxford University Press (OUP), 2015.
-
Abstract
- BACKGROUND: Research studies exploring the determinants of disease require sufficient statistical power to detect meaningful effects. Sample size is often increased through centralized pooling of disparately located datasets, though ethical, privacy and data ownership issues can often hamper this process. Methods that facilitate the sharing of research data that are sympathetic with these issues and which allow flexible and detailed statistical analyses are therefore in critical need. We have created a software platform for the Virtual Pooling and Analysis of Research data (ViPAR), which employs free and open source methods to provide researchers with a web-based platform to analyse datasets housed in disparate locations.METHODS: Database federation permits controlled access to remotely located datasets from a central location. The Secure Shell protocol allows data to be securely exchanged between devices over an insecure network. ViPAR combines these free technologies into a solution that facilitates 'virtual pooling' where data can be temporarily pooled into computer memory and made available for analysis without the need for permanent central storage.RESULTS: Within the ViPAR infrastructure, remote sites manage their own harmonized research dataset in a database hosted at their site, while a central server hosts the data federation component and a secure analysis portal. When an analysis is initiated, requested data are retrieved from each remote site and virtually pooled at the central site. The data are then analysed by statistical software and, on completion, results of the analysis are returned to the user and the virtually pooled data are removed from memory.CONCLUSIONS: ViPAR is a secure, flexible and powerful analysis platform built on open source technology that is currently in use by large international consortia, and is made publicly available at [http://bioinformatics.childhealthresearch.org.au/software/vipar/].
- Subjects :
- Epidemiology
Computer science
data sharing
Pooling
data federation
computer.software_genre
Data pooling
03 medical and health sciences
0302 clinical medicine
Software
Medisinske Fag: 700 [VDP]
Component (UML)
Data federation
030212 general & internal medicine
Protocol (object-oriented programming)
Computer memory
ta113
Database
business.industry
Secure Shell
ta3142
General Medicine
ta3124
Miscellaneous
Data sharing
data pooling
The Internet
business
computer
ViPAR
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 14643685 and 03005771
- Volume :
- 45
- Database :
- OpenAIRE
- Journal :
- International Journal of Epidemiology
- Accession number :
- edsair.doi.dedup.....d59e159ba420996a957d3cc2e9177975
- Full Text :
- https://doi.org/10.1093/ije/dyv193