Bringing Order to the Chaos in the Brickyard

TL;DR

This paper discusses ongoing challenges in maintaining research quality, especially in quantitative studies, and offers guidance on improving analytical methods and data analysis practices.

Contribution

It clarifies key issues affecting research quality and proposes practical refinements in analytical techniques and principles for better data analysis.

Findings

Identification of persistent problems in research quality

Recommendations for improving analytical techniques

Guidance on fundamental data analysis principles

Abstract

An allegory published in 1963 titled Chaos in the Brickyard spoke to the decline in the quality of research. In the intervening time greater awareness of 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 to improve the quality of published research. The paper highlights where feasible refinements in analytical techniques can be made and provides a guide to fundamental principles related to data analysis in research.