Design of an Application for the Automatic Assessment of the Quality of Data Produced in an African Context (Burkina Faso) "Package Data Quality Assessment (PackDQA)".
Data Quality
Quality dimension global coefficient
Journal
Studies in health technology and informatics
ISSN: 1879-8365
Titre abrégé: Stud Health Technol Inform
Pays: Netherlands
ID NLM: 9214582
Informations de publication
Date de publication:
06 Jun 2022
06 Jun 2022
Historique:
entrez:
8
6
2022
pubmed:
9
6
2022
medline:
10
6
2022
Statut:
ppublish
Résumé
We have developed data quality tool in R language. Our application name is Package-Data-Quality-Assessment (PackDQA)". It developed following five points: Quality dimension approaches identification, design of quality measures, global coefficient design, development of the quality model, test and deployment model. This model test performed on health data in Burkina Faso show 97.69% observations is quality. The current version does not include qualitative data. We will have to improve theme to use all types of data.
Identifiants
pubmed: 35673169
pii: SHTI220231
doi: 10.3233/SHTI220231
doi:
Types de publication
Journal Article
Langues
eng