A visual is misleading but requested by leadership. How do you handle this ethically?

< 1 min read

First, I would review why the visual could be misleading, such as incorrect scaling, missing context, or selective data.
I would explain the concern to leadership in a respectful and data-focused way.
My goal would be to show how the current visual might lead to incorrect interpretation.
I would suggest an alternative visualization that presents the same information more accurately.
For example, in one project a truncated axis made growth appear larger than it actually was.
I recommended using a full scale and adding percentage change for clarity.
I would emphasize that clear and accurate visuals help leadership make better decisions.
If leadership still prefers the original visual, I would add proper labels or notes to provide context.
This approach maintains transparency while respecting stakeholder expectations.

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