Beyond Accuracy: What data quality means to Data Consumers

Criteria (15)

Year:	1996
Title:	Beyond Accuracy: What data quality means to Data Consumers
Abstract:	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers.
Objectives:	To define data quality from the data consumer's perspective.
Methodology:	Conceptual framework development.
Algorithm Used:	N/A (Conceptual)
Top Model:	Data Quality Dimensions Framework
Accuracy:	N/A (Conceptual)
Advantages:	Provided the early conceptual basis for subsequent DQ standards and dimensions.
Drawbacks:	Pre-dates modern graph structures and automated assessment.
Source:	https://www.jstor.org/stable/40398176?seq=1 Edit

Name	Description	Definitions
Accessibility	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Accuracy	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Appropriate Amount	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Believability	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Completeness	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Concise Representation	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Consistent Representation	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Ease of Understanding	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Interpretability	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Objectivity	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Relevancy	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Reputation	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Security	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Timeliness	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …
Value Added	Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding of data quality for consumers. …	Quality dimension from Beyond Accuracy: What data quality means to Data Consumers (1996) Shifted the focus of data quality discussions beyond mere accuracy to a broader contextual understanding …