liveBook · Manning

Incremental metric

As explained in Effective Data Analysis

A metric view that reports changes or additions over successive intervals rather than a cumulative total.

An incremental metric reports only new values within each period, such as net new monthly sales. Comparing periods directly reveals fluctuations and changes in performance that can guide action. section 7.3.1

Use an incremental view alongside a cumulative metric when stakeholders need both current progress and the rate at which performance is changing. A cumulative total can continue rising while incremental growth declines, hiding an important trend. section 7.3.1 section 7.4

Choose the representation that matches the decision:

  • Use incremental values to compare activity between periods and detect changes in performance. section 7.3.1
  • Use cumulative values to show total progress, current organizational state, or overall growth. section 7.3.1
  • Pair both views when the total is growing but the growth rate may be slowing. section 7.3.1
  • Set the metric’s grain carefully: too little detail can obscure accountability, while excessive detail can confuse stakeholders. section 7.4

Tracking customer growth

A monthly cumulative user count shows the size and overall trajectory of the user base. Adding monthly new users or the percentage change in total customers exposes whether growth is accelerating or slowing. section 7.3.1

How Effective Data Analysis covers it

How deep it goes
Defines period-only calculation, contrasts cumulative views, and notes grain and visualization risks without specifying implementation.
Examples
Uses monthly sales, customer growth, revenue versus expenses, user counts, GDP change, and other period comparisons.
What it assumes
Assumes familiarity with counts, sums, time periods, cumulative metrics, and basic organizational performance measures.
What you can do after
Evaluate performance trends by comparing new period values with cumulative progress and selecting a clearer representation.
How it connects
Connects incremental metrics to cumulative metrics, SMART metrics, metric granularity, composite metrics, and counter metrics.

Related concepts

This explainer was generated by Manning's knowledge graph from the text of Effective Data Analysis. The section links point to the parts of the book it draws on.