Why Not All Trial Dashboards Are Actually Useful

A dashboard should help you do your job. But in many trials, sponsor or CRO dashboards are bloated, busy, and built more for presentation than action.

Let’s unpack what makes a dashboard useful - and what tends to go wrong.

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The Common Pitfalls

1. Too Much Data, Too Little Signal
It is easy to throw everything on a dashboard: recruitment numbers, compliance rates, site queries, missing visits, ePRO completion, protocol deviations.

But when every metric is visible, none are visible. Prioritisation matters.

2. Misaligned Time Frames
A dashboard showing “past 30 days” may miss a trend visible only over quarters. Others focus on day-to-day blips that distract from long-term progress.

3. Metrics Without Context
Seeing 68% compliance is not helpful unless you know:

• What is considered acceptable
• How that compares to other sites
• Whether it is improving or dropping

4. No Clear Owner
If nobody is responsible for interpreting and acting on the data, the dashboard becomes wallpaper. Nice to look at but ignored in practice.

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What a Good Dashboard Does

1. Highlights what needs action
Example: “3 sites below compliance threshold, click to review queries.”

2. Compares meaningfully
Site A vs Site B. Current phase vs prior. Target vs actual. Relative trends prompt action faster than static numbers.

3. Allows for drilldown
You should not need to email the data manager just to get the raw table. Click, export, or filter directly.

4. Loads fast and adapts to screen size
It should work on the monitor and on a laptop. Design around the person using it, not the designer presenting it.

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Role-Based Views Help

A site coordinator and a sponsor lead do not need the same dashboard. Build views by role:

• Site: task completion, overdue visits, participant issues
• Sponsor: overall metrics, data quality trends, regulatory alerts
• Data team: outliers, missing values, form timing

When people only see what they need, they act faster and more confidently.

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Dashboards are not reports. They are tools. And like any tool, their value depends on design, use, and the problem they are meant to solve.

Show less, show clearly... and above all.... show what matters!

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