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The Outlier|Fredah Mainah

The Outlier : What the Exception Knows About the Rule

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Overview

A method that permits the rule to win.

The exception deserves investigation. The rule deserves a fair test.

In The Outlier, Fredah Mainah introduces the Outlier-Centered Method of Inquiry (OCMI): a disciplined approach to examining what does not fit while allowing the evidence to uphold the existing explanation.

An unusual observation may reveal an error, ordinary variation, a legitimate boundary, or a question that remains unresolved. It may also expose how a category or institution helped produce the outcome-or establish that the rule requires revision. The conclusion must be earned.

Through the practical TRACE protocol, readers learn to take the outlier seriously, reconstruct the category, audit the architecture, chase the causal history, and examine the explanation.

Across science, education, health, leadership, and everyday life, Mainah asks a consequential question: Before explaining why something departed from the pattern, have we examined how the pattern was established?

With twenty worked research designs, inquiry labs, field worksheets, and reporting guidance, this book equips researchers, educators, institutional leaders, and curious readers to investigate exceptions without deciding the verdict in advance.

The rule can survive. The exception can matter. Evidence decides.

Details

  • ISBN-13: 9798997881993
  • ISBN-10: 9798997881993
  • Publisher: Spiral Academic Press
  • Publish Date: October 2026
  • Dimensions: 9 x 6 x 0.4 inches
  • Shipping Weight: 0.58 pounds
  • Page Count: 190

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