The phrase "assuring data" is not commonly used in written English and may be unclear in meaning.
It could be used in contexts where one is discussing the reliability or trustworthiness of data, but it may require additional context for clarity.
Example: "The research team is focused on assuring data integrity throughout the study."
Alternatives: "ensuring data" or "guaranteeing data".
Constraints are a valuable tool for managing information across multiple databases, as well as for general purposes of assuring data integrity.
Assuring data quality issues are identified ahead of IT project planning, and working to assure coordinated action to address them, is an opportunity for the CDO to deliver a win for IT while assuring data quality is controlled at the point of creation in future IT systems.
"How products store, manage and secure keys and passwords is the most common failure point in assuring data protection," Chester Wisniewski of Sophos points out.
Some stakeholders at Trafikverket are working on assuring data quality by comparing many measurements at the same time and in the same place.
F. Akeel, A. S. Fathabadi, F. Paci, A. Gravell, and G. Wills in "Formal Modelling of Data Integration Systems Security Policies" address the challenging problem of assuring data confidentiality, privacy, and trust in the context of data integration systems.
In the four scenarios we first analyze the privacy issues related to this kind of data, second, we identify the attack model and third, we provide a method for assuring data privacy taking into consideration the data analysis to be maintained valid.
Traceability data access automation will assure data reliability.
Mandatory data-entry fields can be used to assure data completeness.
Performance management and quality assured data should support practice improvement with less of a focus on measuring inputs and outputs.
Extensive review and quality assurance of macroinvertebrate sampling protocols, laboratory subsample counts and taxonomic resolution was completed to assure data comparability.
In April the United States government announced that it would stop gathering the data on which various domestic energy indicators are based, reduce efforts to assure data quality in some others and cease publication of its International Energy Statistics.
