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Med Interview dashboard

Data, Research & Critical Thinking

Interpret data and graphs

Describe what the numbers show before explaining what they might mean.

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By · Reviewed

Understand the topic

Start by identifying the population, units, axes, time period and source. A difference between groups or a trend over time does not by itself establish a cause. Small samples, missing data and changed definitions can alter interpretation.

How to discuss it in Med interview

State the main pattern, support it with a relevant number and identify an exception or uncertainty. Distinguish absolute from relative changes and check the denominator. Suggest what further information would help before making a recommendation. Use plain language so that someone can follow without seeing the chart.

Put it into words

A fall from 20 missed appointments per 100 to 15 per 100 is a reduction of 5 percentage points, or 25% relative to the starting rate. It does not prove the reminder system caused the change; I would ask about other changes and a comparison group.

Common pitfalls

Confusing percentages with percentage points, ignoring a truncated axis or giving more precision than the data justify.