The impact that the data quality initiative has on these initiatives must be considered, with the impacts of those initiatives on the data quality program.
40State-level administrative data on education and employment outcomes are increasingly being assembled and made available to researchers or practitioners, especially with support from the US Departments of Education (through its State Longitudinal Data Systems, or SLDS, program) and Labor (through its Workforce Data Quality Initiative, or WDQI).
Fourth, administrative data quality improvement initiatives in Switzerland have been implemented with the creation of a coding unit at the Swiss Federal Statistical Office.
The workshop outputs included: (1) Data consistency matrices for the initial database and the final database to show data quality improvement before and after quality improvement initiatives.
First, data quality management must become a strategic initiative for companies.
It also encourages, where possible, NMHS and other international initiatives to aid in data quality control and the full rehabilitation of such observations.
We focussed on identifying dimensions of research readiness or initiatives that might affect data quality or access; including the creation of national collections of primary care data.
In addition to high-resource initiatives, such as investments in electronic medical record systems and tertiary training programs, there are a variety of low-resource initiatives, such as regular data quality checks, that can strengthen national health information systems.
An overview is given by Cassis et al. 10 To our knowledge, until now no data have been published for these different quality initiatives.
Although there is a growing literature on the deployment of surgical quality initiatives within existing surgical programs, data examining how to achieve this scale-up are limited.
