Five Common Mistakes Leaders Make When Building a Job Scorecard
October 17th, 2025
4 min read
By John Gave

One leadership team spent more than 200 hours building what they believed was a highly detailed, bulletproof group of job scorecards. They held workshops. They debated wording. They reviewed and revised each dozens of times. The final products appeared robust and well-organized, complete with formatting and metrics. But once implemented, something was off. Candidates who received the scorecards during interviews found them confusing. Employees used them as vague references rather than a clear benchmark. And during quarterly performance reviews, leaders found themselves speaking in generalities, unable to draw clear conclusions from the documents they had invested so much in creating.
The real issue was not effort. It was expertise. The leadership team had chosen to develop the scorecards internally, without guidance from experienced hiring and performance professionals. On the surface, the scorecards looked polished. At the functional level, however, they lacked clarity, structure, and usability. What they built was a document. What they needed was a tool.
The Metiss Group has built thousands of job scorecards over the past two decades, working closely with organizations to design tools that drive clarity, accountability, and performance. These scorecards become operational blueprints for hiring, development, and performance review. When built correctly, a job scorecard ensures everyone understands not only what success looks like, but also how to measure it. The difference lies in precision, structure, and language.
This article outlines the five most common mistakes leaders make when building job scorecards and explains how to avoid them. If you are looking to improve your hiring process, hold team members accountable, or conduct meaningful performance reviews, start by ensuring your job scorecards are built to the right standard.
In this article, you will learn:
- Why Action-Oriented Activities Are Essential
- How to Write Measurable, Past-Tense Success Factors
- The Importance of Time Allocations That Total 100 Percent
- Why Scorecards Should Have No More Than Five Categories
- The Need for Separate and Aligned Success Factors and Activities
Why Action-Oriented Activities Are Essential
Many scorecards fall apart at the activity level. Leaders often list characteristics or personality traits instead of concrete actions. Descriptions like “works hard,” “is friendly,” or “is strategic” are interpretations of behavior. They do not describe what the employee must do in the job. Effective activities start with a present-tense verb and describe a visible action. For example, instead of “strong communicator,” the activity should be “deliver clear, concise updates during weekly team meetings.”
These distinctions matter. Activities become the standard against which daily performance is observed. They allow both the direct report and the leader to assess whether the job is being done. Ambiguous language creates room for misinterpretation and undermines accountability.
How to Write Measurable, Past-Tense Success Factors
A common mistake is writing success factors that are vague, overly complex, or phrased in present or future tense. Success factors must be worded to answer one of four outcomes: yes, no, incomplete, or not applicable. This ensures that performance can be measured objectively. Each success factor should also be written in past tense, indicating whether the action was completed.
For example, “weekly production targets were met” is a clear, past-tense success factor. It provides a binary outcome and connects directly to a specific activity. Phrasing like “has potential to meet targets” or “is capable of hitting metrics” is speculative and not measurable. Effective success factors define whether the job was done, not whether it might be done in the future.
The Importance of Time Allocations That Total 100 Percent
Scorecard categories must include time allocations that sum to exactly 100 percent. This may seem obvious, yet it is one of the most frequent mistakes. Leaders sometimes assign more than 100 percent of a person’s time, believing it reflects ambition or importance. Others assign vague or inconsistent percentages that fail to reflect the true nature of the job.
The percentage represents a share of the expected total hours for the role. Whether the job is part-time or full-time, the breakdown must remain proportional. This structure clarifies role priorities and workload expectations. Without this constraint, the scorecard loses its ability to focus the employee’s efforts.
Why Scorecards Should Have No More Than Five Categories
Cognitive overload is a silent threat to performance. When job scorecards include more than five categories, they dilute focus and increase complexity. The brain processes information more effectively when it is grouped into manageable chunks. Limiting the scorecard to three to five categories ensures that employees can quickly understand the different dimensions of the role and how their time should be distributed.
Each category acts as a functional pillar of the job. It provides a container for related activities and helps streamline conversations around performance. With more than five, the scorecard shifts from being a strategic tool to a granular checklist, which reduces its utility in leadership discussions and performance reviews.
The Need for Separate and Aligned Success Factors and Activities
Another structural problem arises when leaders attempt to create a one-to-one match between activities and success factors. These are related, but they are not interchangeable. Activities describe what someone does. Success factors measure whether it was done effectively. Treating them as parallel lists fails to account for nuance.
Each category on a scorecard should contain two separate lists: one for the key activities performed and another for the success factors that indicate whether those activities produced the desired outcome. This separation reinforces accountability while allowing flexibility in how performance is assessed. For example, three activities may support one success factor, or one activity may influence multiple outcomes. The structure must reflect the complexity of real work while remaining easy to apply.

Takeaways
The scorecard is not just a document. When designed properly, it is a leadership tool that sharpens expectations, accelerates performance, and supports accountability. The leaders who spent hundreds of hours on their scorecard without expert guidance did not fail for lack of effort. They failed because the scorecard was built incorrectly.
By avoiding the five common mistakes outlined here, organizations can transform job scorecards into strategic instruments for hiring, development, and performance review. The Metiss Group has helped hundreds of organizations make this transition. Expertise matters. So does structure. A well-built scorecard is not only clear, it is actionable, measurable, and aligned with the demands of the role. Anything less risks creating confusion when clarity is most needed.
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