Can You Trust Your Data? Establishing the Need for a Measurement and Analysis Infrastructure Diagnostic

An organization's measurement and analysis infrastructure directly impacts the quality of the decisions made by people at all organizational levels. Ensuring information quality is a challenge for most organizations—partly because they might not be fully aware of their own data quality levels. Without this information, they cannot know the full business impact of poor or unknown data quality or determine how to begin improving their data. This report describes common errors in measurement and analysis and the need for a criterion-based assessment method that will allow organizations to evaluate key characteristics of their measurement programs.

PDF [789 KB]

Authors

Mark Kasunic

James McCurley

David Zubrow

This report is related to the following area(s) of work:

Measurement and Analysis

Technical Note
CMU/SEI-2008-TN-028
November 2008

Cite This Report

SEI:

Kasunic, Mark; McCurley, James; & Zubrow, David. Can You Trust Your Data? Establishing the Need for a Measurement and Analysis Infrastructure Diagnostic (CMU/SEI-2008-TN-028). Software Engineering Institute, Carnegie Mellon University, 2008. http://www.sei.cmu.edu/library/abstracts/reports/08tn028.cfm

IEEE:

M. Kasunic, J. McCurley, and D. Zubrow, "Can You Trust Your Data? Establishing the Need for a Measurement and Analysis Infrastructure Diagnostic," Software Engineering Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania, Technical Note CMU/SEI-2008-TN-028, 2008. http://www.sei.cmu.edu/library/abstracts/reports/08tn028.cfm

APA:

Kasunic, M., McCurley, J., & Zubrow, D. (2008). Can You Trust Your Data? Establishing the Need for a Measurement and Analysis Infrastructure Diagnostic (CMU/SEI-2008-TN-028). Retrieved June 18, 2013, from the Software Engineering Institute, Carnegie Mellon University website: http://www.sei.cmu.edu/library/abstracts/reports/08tn028.cfm

CHI:

Kasunic, Mark, James McCurley, and David Zubrow. Can You Trust Your Data? Establishing the Need for a Measurement and Analysis Infrastructure Diagnostic (CMU/SEI-2008-TN-028). Pittsburgh, PA: Software Engineering Institute, Carnegie Mellon University, 2008. http://www.sei.cmu.edu/library/abstracts/reports/08tn028.cfm

MLA:

Kasunic, M., McCurley, J., & Zubrow, D. 2008. Can You Trust Your Data? Establishing the Need for a Measurement and Analysis Infrastructure Diagnostic (Technical Report CMU/SEI-2008-TN-028). Pittsburgh: Software Engineering Institute, Carnegie Mellon University. http://www.sei.cmu.edu/library/abstracts/reports/08tn028.cfm

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