Training records show who completed a course. But how can pharmaceutical manufacturers establish whether employees are capable, whether that capability has been adequately assessed, and where critical skill gaps create compliance risks?
Pharmaceutical manufacturers invest significantly in training to ensure employees understand procedures, follow Good Manufacturing Practices (GMP) and perform their responsibilities consistently. Learning management systems have made it easier to assign training, monitor completion and maintain records.
However, completing a course and passing an assessment do not necessarily establish that an employee can apply the knowledge consistently at work. An organisation may report high training compliance while lacking sufficient evidence of workforce capability.
The challenge is not to replace training completion metrics, which remain essential, but to complement them with measures that provide a more comprehensive view of workforce readiness.
From learning activity to demonstrated capability
A meaningful capability framework should bring together three sources of evidence: learning and assessment, manager validation, and workplace performance.
Assessments indicate whether employees demonstrate the required knowledge. Manager validation provides evidence of their ability to apply that knowledge at work. Operational data, including competency-linked errors, deviations, corrective and preventive actions (CAPAs) and on-the-job failures, provides another perspective on execution.
Together, these sources help organisations move beyond training records towards understanding workforce capability and identifying areas requiring attention.
Five complementary KPIs can support this approach.
1. Capability Score: Can employees demonstrate what their roles require?
A capability score should reflect both assessment results and workplace validation, rather than knowledge alone.
Assessment capability measures the proportion of assessed skills that meet the organisation’s defined competency thresholds. Manager validation reflects an employee’s demonstrated ability to apply that knowledge at work, based on structured workplace observations.
The Capability Score combines these two measures to provide a more comprehensive view of employee capability. The relative weightage assigned to each component should be configured according to the organisation’s maturity, the nature of the roles and the reliability of its assessment and validation processes.
Manager validation should follow a defined process. For instance, observing employees four weeks after training allows time for them to apply what they have learned. Without workplace validation, assessment results alone provide an incomplete picture of capability.
2. Assessment Coverage: How much do we actually know?
A high capability score can create false confidence if only a small proportion of the skills required for a role have been assessed.
Assessment Coverage = (Assessed Skills ÷ Total Required Skills) × 100
For example, if an employee requires 10 skills to perform their role and of which 8 have been assessed, then coverage is 80%.
The remaining two skills represent an evidence gap. They should not automatically be classified as either competent or incompetent; their capability remains unverified.
This distinction is particularly important for critical roles, where incomplete assessment can limit confidence in workforce readiness.
3. Capability Index: How reliable is the overall picture?
Capability Score measures demonstrated capability based on available evidence, while Assessment Coverage indicates how comprehensively the required skills have been assessed.
Combining the two provides a more complete view of workforce readiness, accounting for both demonstrated capability and the extent of assessment evidence.
Capability Index = Capability Score × Assessment Coverage
Consider an employee with a Capability Score of 87.2% and Assessment Coverage of 80%. The resulting Capability Index is approximately 69.8%.
The lower index does not mean the employee has become less capable. It reflects the fact that the available evidence does not cover all the skills required for the role.
The underlying principle is important: confidence in a capability assessment depends not only on the result but also on how comprehensively the required skills have been evaluated.
4. Critical Skills at Risk: Where should management intervene?
Organisation-wide averages can conceal important weaknesses. A plant may report strong overall capability while specific GMP-critical skills remain inadequately assessed or below the required threshold.
One approach is to calculate the proportion of employees who are still developing a critical skill or have not been assessed.
Critical Skill Risk = (Below Threshold + Not Assessed Employees) ÷ Employees Linked to the Skill × 100
Such a result signals the need for closer attention. It does not predict that an error will occur, but it helps prioritise assessment, training and managerial intervention based on the criticality of the skill.
5. Compliance Risk Score: What does the combined evidence reveal?
A consolidated compliance risk framework can bring together three dimensions:
- Capability Risk: Gaps in demonstrated workforce capability, taking assessment coverage into account.
- Learning and Evidence Risk: Indicators such as expired training, expired certifications and overdue manager validation.
- Performance Risk: Competency-related errors, deviations, CAPAs and on-the-job failures.
A further adjustment can account for the number of critical skills at risk, recognising that gaps in GMP-critical competencies may carry greater consequences.
The relative weightage assigned to these dimensions should be configured according to the organisation’s maturity, risk profile, operational priorities and data availability. Organisations with established capability assessment and validation processes may have a broader evidence base, while those at an earlier stage may need to prioritise building reliable assessment coverage and validation practices.
The resulting score provides a structured view of workforce-related compliance exposure. It should be treated as an internally defined management indicator, not a regulatory certification or a substitute for formal quality risk assessments.
Its usefulness depends on transparent calculations, reliable data, appropriate thresholds and periodic review.
Making capability metrics actionable
The value of these KPIs lies not in creating more dashboards, but in improving decisions.
Low capability scores may indicate a need to strengthen knowledge or practical application. Low assessment coverage highlights where evidence is missing. Critical skills at risk help prioritise interventions, while competency-linked performance data can reveal where further investigation is needed.
If errors persist despite satisfactory assessment results, organisations should investigate whether the issue relates to training content, assessment methods, the work environment or operating processes rather than automatically repeating the same training.
Platforms such as SEEKImpact are designed to bring these dimensions together through competency assessment, manager validation, assessment coverage and compliance risk indicators. The underlying principle, however, applies regardless of the technology used: measures must be transparent, evidence-based and connected to action.
The more meaningful question is not simply whether employees have completed their training, but whether the organisation has sufficient evidence that they can perform the work required of them. That is the shift from measuring training activity to managing workforce capability.
Disclaimer: The above content is non-editorial, and TIL hereby disclaims any and all warranties, expressed or implied, relating to it, and does not guarantee, vouch for or necessarily endorse any of the content.
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