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One of the main components in information quality (IQ) assurance is an IQ measurement model design and operationalization. One cannot manage IQ without first being able to measure it meaningfully and establishing a causal connection between the source of IQ change, the IQ problem types, the types of activities affected, and their implications. A better understanding is needed of the roots of IQ change through the development of a systematic, predictive, reusable IQ assessment framework. Thedoi:10.1002/asi.20652 fatcat:asugmp7fnjcinnu2vng4yfw55e