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indicator standardization

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DataFunTalk
DataFunTalk
May 2, 2023 · Fundamentals

Understanding the Importance and Practices of Indicator Management

This article explains why indicator management is essential for consistent data usage, outlines the three key benefits of unifying data language, production, and usage, and details the main components of an indicator management system, including business process indicatorization, standardization, and operationalization.

business analyticsdata governancedata metrics
0 likes · 8 min read
Understanding the Importance and Practices of Indicator Management
Model Perspective
Model Perspective
May 15, 2022 · Fundamentals

Standardizing Evaluation Indicators: Convert Small, Central, and Interval Metrics to Large Scores

This article explains the concept of indicator standardization, describing why aligning metric directions is essential, and provides step-by-step transformations for small, central, and interval-type indicators—such as reciprocal, translation, and scaling methods—to convert them into large-scale metrics where higher values indicate better performance.

data normalizationevaluation metricsindicator standardization
0 likes · 3 min read
Standardizing Evaluation Indicators: Convert Small, Central, and Interval Metrics to Large Scores