Table of Content
Employee Performance Review: The Complete Guide (2026)
An employee performance review is one of the most consequential conversations a manager has with a team member — and one of the most consistently mishandled.
When done well, a performance review gives an employee clarity on their contribution, an honest assessment of where they stand, and a clear direction for development. When done poorly, it produces ratings that reflect manager preferences more than actual performance, conversations that employees dread and disengage from, and documentation that creates legal exposure rather than reducing it.
This guide covers everything HR leaders and managers need to run effective employee performance reviews from types and what to include, to how to write them, what not to say, and how calibration makes the difference between a fair system and an inequitable one.
What Is an Employee Performance Review?
An employee performance review is a formal structured assessment of an employee's performance over a defined period, typically compared against their goals, role expectations, and behavioral competencies. It is one step in the broader employee performance management cycle, which also includes ongoing feedback, goal setting, check-ins, calibration, and development planning.
Most organizations run formal reviews at least once per year, with additional mid-year touchpoints, quarterly check-ins, and ongoing 1-on-1 conversations supplementing the formal assessment.
A review serves several distinct purposes: providing the employee with a formal, documented record of their performance; giving the manager a structured opportunity to deliver honest feedback; generating the data HR leaders need to make calibrated compensation, promotion, and talent decisions; and creating a foundation for the employee's development plan in the next period.
Why Employee Performance Reviews Matter
Organizations that run structured, consistent performance reviews have a measurable advantage in talent retention, manager effectiveness, and compensation equity.
Retention. Employees who receive regular, specific feedback and know where they stand are more engaged and less likely to leave. The absence of clear feedback is one of the most commonly cited reasons employees leave managers and, by extension, organizations.
Manager effectiveness. The review conversation is one of the most direct signals a manager sends about what they value, what they notice, and how they develop their team. Managers who run honest, specific, forward-looking reviews build more effective teams than managers who give everyone the same comfortable rating and move on.
Compensation and promotion equity. When performance ratings are documented consistently and calibrated across managers, compensation and promotion decisions are easier to defend, more likely to reflect actual contribution, and less likely to reflect the recency bias, halo effect, or manager preference that undocumented processes produce.
Legal protection. Employment decisions that are challenged — terminations, demotions, PIP outcomes — are significantly easier to defend when there is a consistent record of performance documentation showing that standards were applied fairly and uniformly across employees.
Types of Employee Performance Reviews
Annual Performance Reviews
The most common formal review format. Annual reviews bring together goal progress, competency assessments, self-evaluations, manager ratings, and sometimes peer feedback into a comprehensive performance record. They are typically tied to compensation decisions and inform promotion consideration.
The main limitation of annual-only reviews is recency bias: ratings are disproportionately influenced by the final few months of the year rather than the full twelve. Organizations that supplement annual reviews with mid-year check-ins and ongoing feedback produce more accurate assessments and give employees more opportunity to course-correct.
Mid-Year Reviews
A structured mid-point check-in between annual reviews. Mid-year reviews are less comprehensive than annual reviews and are typically not tied to compensation decisions, which makes them more useful for genuine development conversations. They give employees a clear read on where they stand before the rating that matters, and give managers an opportunity to address performance issues while there is still time to act on them.
Quarterly Check-Ins
Shorter structured conversations focused on goal progress, obstacles, and near-term priorities. Quarterly check-ins are not formal assessments — they are feedback conversations with consistent structure. Organizations that run quarterly check-ins alongside annual reviews produce richer performance data, catch issues earlier, and give employees more meaningful input into their own development.
360-Degree Reviews
360-degree reviews collect performance feedback from the employee's manager, peers, direct reports (if applicable), and often the employee themselves through a self-assessment. They provide a more complete picture of an employee's contribution and behaviors than manager assessment alone.
Well-designed 360 reviews focus on observable behaviors rather than general personality judgments. They are most valuable when used as a development input rather than as the primary basis for compensation decisions, because the reliability of peer ratings can vary significantly depending on how well raters know the employee's work.
Probationary Reviews
Formal assessments at the end of an employee's probationary period, typically 30, 60, or 90 days after hire. Probationary reviews assess whether the employee is meeting the expectations of the role, identify early development needs, and create a documented record from the start of the employment relationship.
Project-Based Reviews
Reviews conducted at the completion of a significant project rather than at a fixed calendar interval. Project-based reviews are most common in consulting, engineering, and creative work where project cycles are more meaningful performance periods than calendar quarters. They can supplement or replace time-based review cycles depending on how work is organized.
What to Include in an Employee Performance Review
Goal Progress Assessment
The most important section of any review. Document the goals set at the beginning of the period, assess progress against each one, and note where goals were met, exceeded, missed, or changed. Specific evidence — milestones reached, outputs delivered, metrics hit — makes this section defensible and useful for downstream decisions.
Competency and Behavior Ratings
Most organizations rate employees against a defined competency framework — a set of role-relevant behaviors that reflect what strong performance looks like in the context of the role and the organization's values. Examples include collaboration, communication, problem-solving, leadership, and technical execution. Each competency should be rated against observable evidence, not general impressions.
Self-Assessment
Employees assess their own performance before the manager writes the review. Self-assessments give managers context they may not have, especially in complex or cross-functional roles where the manager does not have direct visibility into all of an employee's work. They also increase employee engagement in the process by making the review a two-way conversation rather than a one-way judgment.
Manager Assessment
The manager's formal evaluation of the employee's performance against goals and competencies, written before the review conversation and shared with the employee in advance where possible. The manager assessment is the primary record for HR and calibration purposes.
Peer Feedback (360)
Where 360-degree feedback is part of the review process, peer observations are incorporated into the manager's assessment. The manager synthesizes peer feedback rather than passing it through unfiltered, and is responsible for ensuring that the overall assessment is fair and evidence-based.
Development Goals and Next Steps
Every review should end with documented next steps. What will the employee work on in the next period? What support do they need from their manager? What are the two or three specific development areas that the review identified? A review that ends without documented next steps produces no behavioral change — it is a judgment without a plan.
Connecting review outcomes to individual development plans gives the development conversation structure and continuity between review cycles.
How to Write an Employee Performance Review
Gather Evidence Before You Write
The most common failure in performance review writing is relying on memory rather than documentation. Recency bias — the tendency to weight recent performance disproportionately — is strongest when managers write reviews from memory alone.
Before writing any review, gather: the employee's goals for the period, any documented feedback or check-in notes from the year, output and project records, and any relevant metrics. The time investment in gathering evidence pays off in specificity, accuracy, and defensibility.
Rate Behaviors, Not Personalities
Performance ratings should assess what an employee did and how they did it — not who they are. Ratings of "attitude," "enthusiasm," or "fit" are legally problematic and difficult to defend. Ratings of specific, observable behaviors are measurable and repeatable.
The distinction matters: "needs to improve communication" is a personality judgment. "Missed three team deadlines in Q2 without flagging blockers in advance" is a behavioral observation that the employee can act on.
Be Specific — Use Examples
Vague feedback does not change behavior. Every significant observation in a review should be supported by a specific example. Not "strong collaborator" but "organized the cross-functional planning session in March that aligned three teams on the product launch timeline." Not "sometimes misses deadlines" but "submitted the September board deck two days after the requested deadline."
Specific examples make the review more useful for the employee, more credible as documentation, and more defensible if challenged.
Balance Strengths With Development Areas
A review that only lists problems is demoralizing and produces defensiveness rather than development. A review that only lists strengths is not useful. Effective reviews give genuine, specific attention to both — acknowledging what the employee has done well in concrete terms, and identifying specific development areas with the same level of behavioral specificity.
Connect Feedback to Goals and Expectations
Every piece of feedback should connect to either a goal the employee set, an expectation of the role, or a competency in the organization's framework. Feedback that is not tied to any of these three anchors is effectively an opinion rather than an assessment.
End With Forward-Looking Next Steps
The most valuable part of any review is the final section: what happens next. Specific, agreed development goals, support commitments from the manager, and a timeline for the next check-in give the review a clear outcome beyond documentation. Without a forward-looking plan, even an excellent review conversation produces little behavioral change.
Employee Performance Review Examples and Phrases
The following examples illustrate the difference between vague feedback and specific, behavioral, useful review language.
Strong Performance
Example 1
Weak: Jessica has been a great team player this year.
Strong: Jessica led the Q2 customer success initiative, coordinating three cross-functional teams and delivering the project two weeks ahead of schedule. Her stakeholder communication throughout kept the project visible to leadership and resulted in two additional client renewals.
Example 2
Weak: Marcus consistently exceeds expectations.
Strong: Marcus exceeded his quarterly pipeline target in three of four quarters, developed a prospecting framework now used by the full sales team, and onboarded two new account executives with no additional management support required.
Meeting Expectations
Example 3
Weak: Emma meets the basic requirements of her role.
Strong: Emma delivered all assigned projects on time in the review period with no quality issues flagged by stakeholders. Her work on the operational process redesign contributed directly to a 15 percent reduction in processing time across the team.
Needs Improvement
Example 4
Weak: Tom needs to work on communication.
Strong: In the review period, Tom missed three project status deadlines without flagging blockers to his manager in advance. Two of these delays affected downstream teams. In the next period, the expectation is that any timeline risk is surfaced to the team at least five business days before a deadline.
Common Mistakes in Employee Performance Reviews
- Writing from memory alone. Recency bias produces ratings that reflect the last two months of performance, not the full review period. Document feedback throughout the year and use it when writing reviews.
- Rating personalities instead of behaviors. "Has a great attitude" and "needs to work on their attitude" are not defensible performance ratings. Observable behaviors tied to role expectations are.
- Using vague language. Phrases like "room for improvement," "solid contributor," and "areas of opportunity" tell an employee nothing specific. Every assessment should be supported by a named example.
- Delivering surprises. A formal review should never be the first time an employee hears a significant piece of feedback. Reviews document a continuous conversation they do not initiate it.
- Giving everyone the same comfortable rating. Central tendency bias — rating everyone in the middle to avoid difficult conversations — inflates ratings for underperformers and unfairly disadvantages high performers.
- Skipping the development conversation. A review that ends without a documented development plan is a judgment without a strategy.
How to Run a Fair Review Cycle: The Role of Calibration
Even the most carefully written individual review can be inequitable if the rating standards applied vary across managers.
A manager with lenient rating tendencies will produce a higher proportion of strong ratings than a manager with strict tendencies regardless of whether their team's actual performance differs. An employee on the lenient manager's team gets a promotion-track rating. An equally strong employee on the strict manager's team does not. Over time, this pattern compounds into structural inequity in compensation and advancement.
Calibration is the process that corrects for this. In a calibration session, managers compare their rating distributions, discuss outliers, and align on what each rating level means in practice. The goal is not to force everyone's distribution into the same shape it is to ensure that the same level of performance receives the same rating regardless of who the manager is.
AI-powered calibration tools take this further by pre-computing rating distribution outliers across all managers before the calibration session begins, flagging statistical inconsistencies and identifying specific cases that the session should focus on. This shifts the calibration conversation from building the comparison from scratch to acting on a prepared analysis.
For a complete framework on designing and running effective calibration sessions, see our guide to performance calibration strategy. For a look at how PerformSpark's TrAI surfaces bias patterns before calibration begins, see the TrAI feature page.
Automation also transforms how review cycles are launched and managed. For a step-by-step guide to running a modern review cycle without the administrative overhead, see our guide to how to automate performance reviews.
Key Takeaways
- An employee performance review is a formal structured assessment of goal progress, competency, and development — one step in a broader performance management cycle, not a standalone annual event.
- Effective reviews rate observable behaviors supported by specific examples, not personalities or general impressions.
- The most common failure modes are recency bias, central tendency bias, and delivering surprises that should have been addressed in ongoing feedback.
- Calibration is not optional for fair reviews. Without it, the same performance receives different ratings depending on the manager, creating inequity in compensation and advancement over time.
- Every review should end with documented development goals and next steps, not just a rating.
Run Fairer Performance Reviews With PerformSpark Structured review cycles, AI-powered calibration, and connected development plans all included at one flat price. Book a Demo
Employee Performance Review: The Complete Guide (2026)
An employee performance review is one of the most consequential conversations a manager has with a team member — and one of the most consistently mishandled.
When done well, a performance review gives an employee clarity on their contribution, an honest assessment of where they stand, and a clear direction for development. When done poorly, it produces ratings that reflect manager preferences more than actual performance, conversations that employees dread and disengage from, and documentation that creates legal exposure rather than reducing it.
This guide covers everything HR leaders and managers need to run effective employee performance reviews from types and what to include, to how to write them, what not to say, and how calibration makes the difference between a fair system and an inequitable one.
What Is an Employee Performance Review?
An employee performance review is a formal structured assessment of an employee's performance over a defined period, typically compared against their goals, role expectations, and behavioral competencies. It is one step in the broader employee performance management cycle, which also includes ongoing feedback, goal setting, check-ins, calibration, and development planning.
Most organizations run formal reviews at least once per year, with additional mid-year touchpoints, quarterly check-ins, and ongoing 1-on-1 conversations supplementing the formal assessment.
A review serves several distinct purposes: providing the employee with a formal, documented record of their performance; giving the manager a structured opportunity to deliver honest feedback; generating the data HR leaders need to make calibrated compensation, promotion, and talent decisions; and creating a foundation for the employee's development plan in the next period.
Why Employee Performance Reviews Matter
Organizations that run structured, consistent performance reviews have a measurable advantage in talent retention, manager effectiveness, and compensation equity.
Retention. Employees who receive regular, specific feedback and know where they stand are more engaged and less likely to leave. The absence of clear feedback is one of the most commonly cited reasons employees leave managers and, by extension, organizations.
Manager effectiveness. The review conversation is one of the most direct signals a manager sends about what they value, what they notice, and how they develop their team. Managers who run honest, specific, forward-looking reviews build more effective teams than managers who give everyone the same comfortable rating and move on.
Compensation and promotion equity. When performance ratings are documented consistently and calibrated across managers, compensation and promotion decisions are easier to defend, more likely to reflect actual contribution, and less likely to reflect the recency bias, halo effect, or manager preference that undocumented processes produce.
Legal protection. Employment decisions that are challenged — terminations, demotions, PIP outcomes — are significantly easier to defend when there is a consistent record of performance documentation showing that standards were applied fairly and uniformly across employees.
Types of Employee Performance Reviews
Annual Performance Reviews
The most common formal review format. Annual reviews bring together goal progress, competency assessments, self-evaluations, manager ratings, and sometimes peer feedback into a comprehensive performance record. They are typically tied to compensation decisions and inform promotion consideration.
The main limitation of annual-only reviews is recency bias: ratings are disproportionately influenced by the final few months of the year rather than the full twelve. Organizations that supplement annual reviews with mid-year check-ins and ongoing feedback produce more accurate assessments and give employees more opportunity to course-correct.
Mid-Year Reviews
A structured mid-point check-in between annual reviews. Mid-year reviews are less comprehensive than annual reviews and are typically not tied to compensation decisions, which makes them more useful for genuine development conversations. They give employees a clear read on where they stand before the rating that matters, and give managers an opportunity to address performance issues while there is still time to act on them.
Quarterly Check-Ins
Shorter structured conversations focused on goal progress, obstacles, and near-term priorities. Quarterly check-ins are not formal assessments — they are feedback conversations with consistent structure. Organizations that run quarterly check-ins alongside annual reviews produce richer performance data, catch issues earlier, and give employees more meaningful input into their own development.
360-Degree Reviews
360-degree reviews collect performance feedback from the employee's manager, peers, direct reports (if applicable), and often the employee themselves through a self-assessment. They provide a more complete picture of an employee's contribution and behaviors than manager assessment alone.
Well-designed 360 reviews focus on observable behaviors rather than general personality judgments. They are most valuable when used as a development input rather than as the primary basis for compensation decisions, because the reliability of peer ratings can vary significantly depending on how well raters know the employee's work.
Probationary Reviews
Formal assessments at the end of an employee's probationary period, typically 30, 60, or 90 days after hire. Probationary reviews assess whether the employee is meeting the expectations of the role, identify early development needs, and create a documented record from the start of the employment relationship.
Project-Based Reviews
Reviews conducted at the completion of a significant project rather than at a fixed calendar interval. Project-based reviews are most common in consulting, engineering, and creative work where project cycles are more meaningful performance periods than calendar quarters. They can supplement or replace time-based review cycles depending on how work is organized.
What to Include in an Employee Performance Review
Goal Progress Assessment
The most important section of any review. Document the goals set at the beginning of the period, assess progress against each one, and note where goals were met, exceeded, missed, or changed. Specific evidence — milestones reached, outputs delivered, metrics hit — makes this section defensible and useful for downstream decisions.
Competency and Behavior Ratings
Most organizations rate employees against a defined competency framework — a set of role-relevant behaviors that reflect what strong performance looks like in the context of the role and the organization's values. Examples include collaboration, communication, problem-solving, leadership, and technical execution. Each competency should be rated against observable evidence, not general impressions.
Self-Assessment
Employees assess their own performance before the manager writes the review. Self-assessments give managers context they may not have, especially in complex or cross-functional roles where the manager does not have direct visibility into all of an employee's work. They also increase employee engagement in the process by making the review a two-way conversation rather than a one-way judgment.
Manager Assessment
The manager's formal evaluation of the employee's performance against goals and competencies, written before the review conversation and shared with the employee in advance where possible. The manager assessment is the primary record for HR and calibration purposes.
Peer Feedback (360)
Where 360-degree feedback is part of the review process, peer observations are incorporated into the manager's assessment. The manager synthesizes peer feedback rather than passing it through unfiltered, and is responsible for ensuring that the overall assessment is fair and evidence-based.
Development Goals and Next Steps
Every review should end with documented next steps. What will the employee work on in the next period? What support do they need from their manager? What are the two or three specific development areas that the review identified? A review that ends without documented next steps produces no behavioral change — it is a judgment without a plan.
Connecting review outcomes to individual development plans gives the development conversation structure and continuity between review cycles.
How to Write an Employee Performance Review
Gather Evidence Before You Write
The most common failure in performance review writing is relying on memory rather than documentation. Recency bias — the tendency to weight recent performance disproportionately — is strongest when managers write reviews from memory alone.
Before writing any review, gather: the employee's goals for the period, any documented feedback or check-in notes from the year, output and project records, and any relevant metrics. The time investment in gathering evidence pays off in specificity, accuracy, and defensibility.
Rate Behaviors, Not Personalities
Performance ratings should assess what an employee did and how they did it — not who they are. Ratings of "attitude," "enthusiasm," or "fit" are legally problematic and difficult to defend. Ratings of specific, observable behaviors are measurable and repeatable.
The distinction matters: "needs to improve communication" is a personality judgment. "Missed three team deadlines in Q2 without flagging blockers in advance" is a behavioral observation that the employee can act on.
Be Specific — Use Examples
Vague feedback does not change behavior. Every significant observation in a review should be supported by a specific example. Not "strong collaborator" but "organized the cross-functional planning session in March that aligned three teams on the product launch timeline." Not "sometimes misses deadlines" but "submitted the September board deck two days after the requested deadline."
Specific examples make the review more useful for the employee, more credible as documentation, and more defensible if challenged.
Balance Strengths With Development Areas
A review that only lists problems is demoralizing and produces defensiveness rather than development. A review that only lists strengths is not useful. Effective reviews give genuine, specific attention to both — acknowledging what the employee has done well in concrete terms, and identifying specific development areas with the same level of behavioral specificity.
Connect Feedback to Goals and Expectations
Every piece of feedback should connect to either a goal the employee set, an expectation of the role, or a competency in the organization's framework. Feedback that is not tied to any of these three anchors is effectively an opinion rather than an assessment.
End With Forward-Looking Next Steps
The most valuable part of any review is the final section: what happens next. Specific, agreed development goals, support commitments from the manager, and a timeline for the next check-in give the review a clear outcome beyond documentation. Without a forward-looking plan, even an excellent review conversation produces little behavioral change.
Employee Performance Review Examples and Phrases
The following examples illustrate the difference between vague feedback and specific, behavioral, useful review language.
Strong Performance
Example 1
Weak: Jessica has been a great team player this year.
Strong: Jessica led the Q2 customer success initiative, coordinating three cross-functional teams and delivering the project two weeks ahead of schedule. Her stakeholder communication throughout kept the project visible to leadership and resulted in two additional client renewals.
Example 2
Weak: Marcus consistently exceeds expectations.
Strong: Marcus exceeded his quarterly pipeline target in three of four quarters, developed a prospecting framework now used by the full sales team, and onboarded two new account executives with no additional management support required.
Meeting Expectations
Example 3
Weak: Emma meets the basic requirements of her role.
Strong: Emma delivered all assigned projects on time in the review period with no quality issues flagged by stakeholders. Her work on the operational process redesign contributed directly to a 15 percent reduction in processing time across the team.
Needs Improvement
Example 4
Weak: Tom needs to work on communication.
Strong: In the review period, Tom missed three project status deadlines without flagging blockers to his manager in advance. Two of these delays affected downstream teams. In the next period, the expectation is that any timeline risk is surfaced to the team at least five business days before a deadline.
Common Mistakes in Employee Performance Reviews
- Writing from memory alone. Recency bias produces ratings that reflect the last two months of performance, not the full review period. Document feedback throughout the year and use it when writing reviews.
- Rating personalities instead of behaviors. "Has a great attitude" and "needs to work on their attitude" are not defensible performance ratings. Observable behaviors tied to role expectations are.
- Using vague language. Phrases like "room for improvement," "solid contributor," and "areas of opportunity" tell an employee nothing specific. Every assessment should be supported by a named example.
- Delivering surprises. A formal review should never be the first time an employee hears a significant piece of feedback. Reviews document a continuous conversation they do not initiate it.
- Giving everyone the same comfortable rating. Central tendency bias — rating everyone in the middle to avoid difficult conversations — inflates ratings for underperformers and unfairly disadvantages high performers.
- Skipping the development conversation. A review that ends without a documented development plan is a judgment without a strategy.
How to Run a Fair Review Cycle: The Role of Calibration
Even the most carefully written individual review can be inequitable if the rating standards applied vary across managers.
A manager with lenient rating tendencies will produce a higher proportion of strong ratings than a manager with strict tendencies regardless of whether their team's actual performance differs. An employee on the lenient manager's team gets a promotion-track rating. An equally strong employee on the strict manager's team does not. Over time, this pattern compounds into structural inequity in compensation and advancement.
Calibration is the process that corrects for this. In a calibration session, managers compare their rating distributions, discuss outliers, and align on what each rating level means in practice. The goal is not to force everyone's distribution into the same shape it is to ensure that the same level of performance receives the same rating regardless of who the manager is.
AI-powered calibration tools take this further by pre-computing rating distribution outliers across all managers before the calibration session begins, flagging statistical inconsistencies and identifying specific cases that the session should focus on. This shifts the calibration conversation from building the comparison from scratch to acting on a prepared analysis.
For a complete framework on designing and running effective calibration sessions, see our guide to performance calibration strategy. For a look at how PerformSpark's TrAI surfaces bias patterns before calibration begins, see the TrAI feature page.
Automation also transforms how review cycles are launched and managed. For a step-by-step guide to running a modern review cycle without the administrative overhead, see our guide to how to automate performance reviews.
Key Takeaways
- An employee performance review is a formal structured assessment of goal progress, competency, and development — one step in a broader performance management cycle, not a standalone annual event.
- Effective reviews rate observable behaviors supported by specific examples, not personalities or general impressions.
- The most common failure modes are recency bias, central tendency bias, and delivering surprises that should have been addressed in ongoing feedback.
- Calibration is not optional for fair reviews. Without it, the same performance receives different ratings depending on the manager, creating inequity in compensation and advancement over time.
- Every review should end with documented development goals and next steps, not just a rating.
Run Fairer Performance Reviews With PerformSpark Structured review cycles, AI-powered calibration, and connected development plans all included at one flat price. Book a Demo
Frequently Asked Questions
What should be included in an employee performance review?
An effective employee performance review includes an assessment of goal progress against the goals set at the start of the period, ratings of relevant competencies and behaviors supported by specific examples, a self-assessment completed by the employee, the manager's formal assessment, and documented development goals and next steps for the period ahead. In cycles that include 360-degree feedback, peer observations should be synthesized into the manager's assessment.
How often should performance reviews be conducted?
Most organizations conduct formal performance reviews once or twice per year, supplemented by structured quarterly check-ins and ongoing 1-on-1 conversations. New employees typically benefit from more frequent formal touchpoints, including 30-, 60-, and 90-day probationary reviews. The key principle is that formal reviews should document a continuous feedback conversation — not initiate one.
What is the difference between a performance review and a performance appraisal?
The terms are often used interchangeably. Both refer to a formal, structured assessment of an employee's performance over a defined period. "Performance appraisal" is the older term and is more commonly associated with annual, rating-scale-based evaluation. "Performance review" is the more current usage and tends to describe a broader conversation that includes development planning and forward-looking goals, not just a retrospective rating.
How do you write a performance review for an underperforming employee?
Write a performance review for an underperforming employee the same way you write any review: using specific, observable behaviors supported by documented examples, assessed against the goals and role expectations the employee was given. Avoid vague language about attitude or general impression. Document specific patterns — what was expected, what was observed, and what the gap is. The review should connect directly to any performance improvement plan that follows, so the documentation is internally consistent and defensible.
What is calibration and why does it matter for performance reviews?
Calibration is the process by which managers compare their performance ratings across teams to ensure consistent standards are being applied. Without calibration, the same level of performance can receive different ratings depending on which manager is doing the assessment. Calibration sessions bring managers together to review distributions, discuss outliers, and align on rating standards before ratings are communicated to employees or used for compensation and promotion decisions.
How does AI help with performance reviews?
AI contributes to performance reviews in several ways. AI writing tools help managers write more specific, less biased feedback by suggesting behavioral language and flagging vague phrases. AI analytics tools surface rating distribution outliers across managers, identifying calibration issues before sessions begin. AI coaching tools like TrAI track manager behaviors — check-in frequency, feedback activity, development plan engagement and surface which managers need support in delivering better reviews.


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