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Performance management
Performance management is how managers make sure employees’ work supports the organization’s goals.
It includes knowing what is expected/ needed, checking progress, and giving feedback to help employees improve. It has been reported that when employees receive good feedback and fair reviews, they are more satisfied with their jobs.
Steps in the Performance Management Process (1-3)
Step 1: Identify Organizational Goals: identifying the organization’s strategic goals and objectives, which provide direction for all employee performance expectations.
Step 2: Develop Employee Goals and Actions: Goals, behaviours, and activities should be measurable and become part of the employee’s job description.
Step 3: Provide Organizational Support: Organizational support is provided by equipping employees with appropriate training, resources, tools, and continuous two-way feedback.
Steps in the Performance Management Process ( 4-6)
Step 4: Evaluate Performance: the manager and employee review and compare the employee’s goals and expected behaviours with their actual work results to see how well the employee is performing.
Step 5: Identify Development Opportunities: The manager and employee work together to identify strengths, improve weaknesses, and decide what actions, training, or changes are needed to improve performance.
Step 6: Provide Consequences: The organization provides rewards or corrective actions based on performance results, such as pay increases, bonuses, recognition, or improvement plans.
the three purposes of performance management
Strategic Purpose:
Performance management helps the organization achieve its goals by aligning employee behaviour and performance with the company’s business objectives.
Administrative Purpose:
Performance management provides information managers use to make decisions about pay, benefits, promotions, recognition, retention, or termination.
Developmental Purpose:
Performance management helps employees improve their skills and performance by providing feedback, coaching, and opportunities for learning and growth.
Top five changes organizations have made to their performance review systems
Shortened the performance review process
Increased the frequency of feedback
Added rating scales
Added peer or 360-degree reviews
Separated performance discussions from compensation discussions
AI uses in Performance MAnagement
Write and give feedback
Track and analyze performance
Create reports and recommendations
Identify talent and performance trends
Legal, Privacy & Ethical Issues
If performance management systems lead to discrimination or unfair dismissal claims.
Employee privacy can be affected by monitoring tools
When employees misuse work time (“time theft”) or take on multiple jobs without disclosure (“over-employment”).
When organizations fail to inform employees about the use of AI, especially when AI influences performance evaluations or decisions.
Over-Employment (OE) Survey
A survey of 1,272 remote workers found that many hold multiple jobs at the same time, especially in tech roles with flexible hours, and while some find managing multiple jobs easy, most find it somewhat difficult.
Ghostworking
Ghostworking refers to employees pretending to be busy at work.
Survey results show that many employees engage in behaviours like fake meetings, appearing engaged, or simulating work, with only a small percentage saying they never fake productivity.
Time theft Ruling
A legal ruling confirmed that employers can require employees to repay wages for “time theft” when monitoring software shows they were paid for time not spent working
Reinforcing that digital productivity tracking can be used as evidence in employment disputes.
AI- Augmented Performance
AI-augmented performance shows that when employees use GenAI, they can perform tasks outside their skill set more effectively, completing work faster and achieving significantly better results across data-related tasks.
Effective Performance Feedback
Effective performance feedback should be provided frequently rather than annually, occur in a supportive and well-prepared context.
Include employee self-assessment while involving ongoing collaborative discussions, and deliver balanced, accurate feedback that focuses on behaviour and goal setting.
Criteria for Performance management
Valid – measures the right things
Reliable – gives consistent results
Fit with strategy – supports organizational goals and culture
Acceptable – practical and fair to users
Specific – clear expectations of what and how
What does performance improvement depend on
Most effective way to improve performance varies according to the employee’s level of ability and motivation.
How is performance measured? : Comparisons-Based Methods
Simple ranking: employees are ranked from the highest performer to the lowest performer.
Forced-distribution: Assigns a certain percentage of employees to each category
[e.g. Outstanding (5%); Exceeds (20%); Meets (55%)]
Paired-comparison: compares each employee directly with every other employee to determine relative performance.
How is performance measured?: Rating Individuals Methods - Rating Attributions
Rate employee traits on a numerical scale; easy to use but often unreliable and unclear for improvement.
How is performance measured?: Rating Individuals Methods - Rating Behaviours
Critical-incident method: Records specific effective or ineffective behaviours; provides clear feedback but is time-consuming and hard to compare across employees.
BARS: Uses behaviour-based descriptions to anchor rating levels; improves reliability but can bias memory and is complex to develop.
BOS: Rates how often key behaviours occur; good for feedback and training but requires a lot of time and information.
How is performance measured? : Rating Individuals Methods - Results
OBM: Uses feedback and reinforcement to shape behaviour; effective for improving performance and safety but requires ongoing measurement and feedback.
Errors in Performance Measurement
Humans have limited ability to process information and therefore rely on mental shortcuts (heuristics) when evaluating people, which can lead to unconscious bias.
Sources of Performance Information
Performance information comes from managers, coworkers, self, customers, and technology.
Types of rating errors (5)
Similarity bias: Raters give higher evaluations to people they see as similar to themselves, which can lead to unfair or discriminatory decisions.
Contrast error: An employee is rated compared to coworkers instead of an objective standard, so good performers may be rated lower if surrounded by exceptional peers.
Distributional errors: Raters misuse the rating scale by rating everyone too high (leniency), too low (strictness), or in the middle (central tendency), making comparisons unreliable.
Halo error: A positive impression in one area causes the rater to judge all other areas positively.
Horns error: A negative impression in one area leads to unfairly negative ratings across all areas.
Chart referring to Positive Stereotyping at Work
This chart shows that men are significantly more likely to be described with positive, ability-based traits at work than women or non-binary/gender-fluid people.
These terms signal competence and innate ability, which strongly influence promotion and leadership perceptions.
Chart referring to Personality Feedback by Gender
This chart shows that women and men receive fundamentally different kinds of feedback, even when doing similar work. The key takeaway was women receive personality-focused and often penalizing feedback, while men receive feedback that signals leadership potential.
How to reduce errors
Comprehensive organizational strategy to address bias
Rater training
Mindfulness and unconscious bias training
Calibration meetings
Using data analytics & analysts
Ratee training