normalization

Vocabulary Word

Definition

'Normalization' means making something standard or regular. It could be adjustments made to a system or changes to data to set them to a standard format.

Examples in Different Contexts

In impact assessment, 'normalization' can refer to the process of standardizing data for equitable comparison. An evaluator might note, 'Normalization of data from various sources is imperative to synthesize insights and gauge the true impact of our interventions.'

Practice Scenarios

Academics

Scenario:

This year’s tests have varied in difficulty, causing a disparity in student results. We need to address this for a fair evaluation.

Response:

I agree, normalization of scores can make the grading fair and standardized across all exams.

Tech

Scenario:

Our analysis is being skewed due to the wide-ranging values of the financial data. This could affect the integrity of our insights.

Response:

A normalization of this data can help us significantly, it would provide a more accurate comparison across all data sets.