Research Workbench

Observed versus expected events

Apply reference rates to stratum-specific exposure and audit an indirectly standardized ratio.

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Each row represents one stratum: observed events, positive exposure and the applicable reference event rate per one exposure unit. Convert reference rates reported per 1,000 or 100,000 before entering them. A ratio above 1 means more observed than expected events; below 1 means fewer. This is not a causal comparison.

The starting values are hypothetical. Results update as you edit. Use aggregate or synthetic inputs only.

Calculation results

Observed/expected ratio
1.2
Expected events
10
Observed events
12

How to interpret the output

Expected events are the sum of exposure times the external rate in each stratum. Check population eligibility, exposure units and calendar period. The observed/expected ratio uses this study’s exposure distribution and supplies no uncertainty interval.

Method reference