Learn why data lineage is necessary for compliance, how it works, and what steps you need to take to implement and maintain ...

Figure 2. Sankey diagram of clinical data warehouse types and associated core focus areas. This Sankey diagram illustrates the relationship between clinical data warehouse types on the left, which ...

The CLEAN framework is a structured, five-step methodology for data cleaning: Conceptualize, Locate, Evaluate, Augment, and Note, aimed at addressing data issues systematically and transparently.

In January/February 2025, an assessment was undertaken of the data quality of the public sector debt statistics (PSDS) of Malawi against the IMF’s Data Quality Assessment Framework (DQAF) for PSDS.

Data quality cannot be assured without a data governance structure supported by a qualified IT infrastructure services with cybersecurity and access control. The proposed Lego brick model provides a ...

Expertise from Forbes Councils members, operated under license. Opinions expressed are those of the author. Data quality in the modern economy, where data-driving action is critical to business ...

The specific aims of this paper are to (1) develop and operationalize an electronic health record (EHR) data quality framework, (2) apply the dimensions of the framework to the phenotype and treatment ...

PURPOSEThe specific aims of this paper are to (1) develop and operationalize an electronic health record (EHR) data quality framework, (2) apply the dimensions of the framework to the phenotype and ...

The authors developed the METRIC framework, a specialized data quality framework for medical training data.It has five categories and 15 sub-dimensions through which researchers and healthcare ...