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An allegory published in 1963 titled Chaos in the Brickyard spoke to thedecline in the quality of research. In the intervening time greater awarenessof the issues and actions to improve research endeavors have emerged. Still,problems persist. This paper is intended to clarify some of the challenges,particularly with respect to quantitative research, then suggest ways toimprove the quality of published research. The paper highlights where feasiblerefinements in analytical techniques can be made and provides a guide tofundamental principles related to data analysis in research.

Bringing Order to the Chaos in the Brickyard