Reviewing R packages for data quality assessments in observational health research

descriptionPublicationkeyboard_double_arrow_right Conference object , Other literature type 27 Sep 2022 English Publisher:ZenodoFunded by:EC | euCanSHare

Authors: Mariño, Joany; Kasbohm, Elisa; Struckmann, Stephan; Kapsner, Lorenz A.; Schmidt, Carsten O.;

doi: 10.5281/zenodo.8041897 , 10.5281/zenodo.8041896

Reviewing R packages for data quality assessments in observational health research

- Summary
- Subjects
- Metrics

Abstract

{"references": ["Schmidt CO, Struckmann S, Enzenbach C, et al. Facilitating harmonized data quality assessments. A data quality framework for observational health research data collections with software implementations in R. BMC Med Res Methodol 2021;21(63)."]}

This work was also supported by the DFG (NFDI 13/1, SCHM 2744/9-1, SCHM 2744/3-1), and by the German Federal Ministry of Education and Research (BMBF) within the Medical Informatics Initiative (MIRACUM Consortium, FKZ: 01ZZ1801A).

Results from a review on R packages for data quality assessments in observational health research, presented at the 17. Jahrestagung DGEpi in Greifswald.

Related Organizations

Universitätsmedizin Greifswald
Germany
Universitätsklinikum Erlangen
Germany

Keywords

R project for statistical computing, data quality assessment and monitoring, exploratory data analysis, initial data analysis, data reporting

Impact byBIP!

	selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	0
	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Average
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Average
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Average