The benefits of data standardization within the social sector—and indeed just about any industry—are multiple, important, and undeniable. Access to the same type of data over time lends the ability to ...

For scientific investigation, observational and instrument-derived data is the lineage of information which provides knowledge that enables managers to make strategic and tactical data-based decisions ...

Standardization helps hospitals and health systems reduce costs and improve clinical outcomes, but in a survey conducted by Cardinal Health, 54 percent of healthcare professionals said their ...

Product standardization is a key method hospitals and health systems can use to improve efficiencies and cut supply chain costs. However, it must be approached strategically. One way healthcare ...

The tsunami of data produced during wafer fabrication cannot be effectively leveraged without standards. They determine how data is accessed from equipment, which users need data access and when, and ...

In spatial analysis the data are often assumed to be normally distributed, which may not be a property of the earth science phenomenon studied. Different types of pre-analysis standardization lead to ...

Multi-omics analysis has emerged as a powerful approach in translational medicine, integrating diverse molecular data to ...

Data modeling refers to the architecture that allows data analysis to use data in decision-making processes. A combined approach is needed to maximize data insights. While the terms data analysis and ...