Original scientific paper

Misleading labels

Tony McGrail

Abstract

Simplifying complex data into single-value indices can often do more harm than good. This article examines three case studies—a bridge deemed “structurally deficient,” a school rated “inadequate,” and transformers misclassified by health indices—showing how these reductions can lead to flawed conclusions and unintended outcomes. The discussion emphasizes the need for more comprehensive assessments to avoid critical oversights.

Keywords

data simplification; evaluation; misinterpretation; complex systems; asset health; risk management

Hrčak ID:

321320

URI

https://hrcak.srce.hr/321320

Publication date:

8.10.2024.

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