Data awareness

Data awareness

Compare with other Characteristic

Characteristic Name: Data awareness
Definition: Data users should be aware of all available data and its location
Dimension: Availability and Accessability
Granularity: Information object
Characteristic Type: Usage
Implementation Form: Process-based approach

Verification Metric:

The number of tasks failed or under performed due to lack of data awareness
The number of complaints received due to lack of continuity in data awareness

Validation Metric:

To what extent required capabilities and skills have been implemented to improve the data usage of a task

BackgroundGuidelines

The original definitions given below formed the basis of the consolidated definition of the characteristic.

Definition: Source:
Accessibility of data refers to how easily it can be accessed; the awareness of data users of what data is being collected and knowing where it is located. HIQA 2011. International Review of Data Quality Health Information and Quality Authority (HIQA), Ireland. http://www.hiqa.ie/press-release/2011-04-28-international-review-data-quality. More from this source

The implementation guidelines are guidelines to follow in regard to the characteristic. The scenarios are examples of the implementation

Guidelines: Scenario:
Educate users on the data landscape of the organisation and how to access the information when needed. (1) Training programs are conducted to educate on using the systems and retrieve data when necessary.
Provide appropriate searching tools, manuals to find the required information. (1) Data catalogs (2)Data Searching facility provided in application programs
Educate users on how data is collected and what are the procedures used in data collection so that they can decide on the appropriateness of the data for use. (1) Opinion pole data during festival season is not appropriate to analyse drinking habits.

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