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What is Strength Score?

Understand how Strength Score helps encourage thoughtful workflow completion and improve data quality.

Lauren Baird avatar
Written by Lauren Baird
Updated this week

🎯 Why This Matters
Strength Score helps you quickly understand how thoroughly a workflow was completed, not just whether it was finished. It’s a scalable way to encourage quality without reviewing every submission manually.


📝 What Strength Score Is

Strength Score is one of ANVL’s core quality metrics.
It reflects the level of effort and completeness shown when a workflow is completed.

Strength Score looks at how a workflow was completed, such as:

  • Whether required questions were answered

  • Whether users provided meaningful evidence (photos or text)

  • Whether the workflow required real observation or interaction

  • Whether the workflow took a reasonable amount of time

Strength Score does not evaluate correctness of responses.


🧠 What Strength Score Is Not

Strength Score is not:

  • A performance rating for individuals

  • A compliance score

  • A replacement for professional judgment

It’s a signal, not a verdict.


🛠️ How Strength Score Is Used

Strength Score is tailored to the type of workflow and program goal.

For example:

  • Job Safety Assessments (JSAs) may emphasize detailed text, photos, and time spent

  • Layered Process Audits (LPAs) may emphasize answering required questions and identifying issues

Each workflow’s Strength Score reflects what “quality” means for that workflow, not a one-size-fits-all standard.


⚠️ When Strength Score Is Helpful

Strength Score is most useful when:

  • Workflows require careful inspection or observation

  • Data quality matters as much as completion

  • There is a risk of rushed or minimal-effort submissions

It works best alongside clear questions and good workflow design.


⚠️ When Strength Score May Not Be Needed

Strength Score may add little value when workflows are:

  • Short or informational

  • Focused on awareness or simple reporting

  • Primarily narrative or exploratory

Not every workflow needs a Strength Score.


🧩 How Strength Score Is Configured

Strength Score is configured at the workflow template level and can be adjusted to reflect program needs. Configuration is typically done by Workflow Managers with advanced permissions, often in collaboration with ANVL or internal administrators.

(Detailed configuration guidance is covered in Advanced Strength Score articles.)


🔑 Key Takeaways

  • Strength Score measures thoroughness, not correctness

  • It helps surface rushed or low-effort workflows

  • It should be applied intentionally, not by default

  • Strong workflow design matters more than scoring alone

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