Understanding Rating Distortion
Chapter 6 Performance Analytics
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Overview
Components of Appraisal Forms
Features of Appraisal Forms
Determining Overall Rating
Appraisal Period and Number of Meetings
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Overview (Continued)
Who Should Provide Performance Information?
Understanding Intentional Rating Distortion: A Model of Rater Motivation
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Appraisal Forms: Eight Desirable Features
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Determining Overall Rating
Judgmental strategy
Consider every aspect of performance
Arrive at defensible summary
Mechanical strategy
Consider scores assigned to each section
Add weighted scores to obtain overall scores
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Open-Ended (Comments) Sections
Challenges
Difficult to systematically categorize and analyze
Quality, length, and content vary
Tools to overcome challenges
Computer-aided text analysis (CATA) software
Establish goals of information provided
Training in systematic and standardized rating skills
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Appraisal Period
Number of Meetings
Annual
May not provide sufficient opportunity for supervisor/employee discussion
Semi-annual
Quarterly
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Six Types of Formal Meetings (Can Be Combined)
System Inauguration
Self-Appraisal
Classical Performance Review
Merit/Salary Review
Development Plan
Objective Setting
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Who Should Provide Performance Information?
Employees should be involved in selecting
Which sources evaluate
Which performance dimensions
When employees are actively involved
Higher acceptance of results
Perception that system is fair
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Who Should Provide Performance Information?
Direct knowledge of employee performance
Supervisors
Peers
Direct reports
Self
Customers
Employee Performance Monitoring and Big Data
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Company Spotlight
Intermex required employees to download a mobile application to track client-related employee communication and travel
The app had to be active 24 hours a day, 7 days a week to function effectively
When an employee deactivated the app, she fired for noncompliance
Employee sued Intermex for $500,000
Lesson:
Critical to consider employee reactions before implementing employee performance monitoring systems
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Intermex and the lawsuit
https://www.youtube.com/watch?v=e7VZyEXQH_c
Why was Intermex subjected to a lawsuit?
What could have Intermex done differently?
What are other some of the advantages and disadvantages of using employee performance monitoring?
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Recommendations to increase chances of effective employee performance monitoring
Be Transparent
Be aware of all potential employee reactions
Use it for learning and development
Restrict use to job-related behaviors and results
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Employee Performance Monitoring
https://www.youtube.com/watch?v=yBmAtUWxCXU
Reflect on the different reactions to employee performance monitoring in this video. Why do they exist? Are they justified?
What are some of the recommendations for employee performance monitoring explained here?
What are some of the advantages? What are some of the disadvantages?
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Disagreement Across Sources of Performance Data
Expect disagreements
Ensure employee receives feedback by source
Assign differential weights to scores by source, depending on importance
Ensure employees take active role in selecting which sources will rate which dimensions
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Understanding Intentional Rating Distortions: A Model of Rater Motivation
Types of Rating Errors
Intentional errors
Rating inflation
Rating deflation
Unintentional errors
Due to complexity of task
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Intentional Rating Errors
Influenced by
Motivation to provide accurate ratings
Motivation to distort ratings
Motivation is determined by
Whether rater expects consequences of accurate ratings
Whether probability of receiving rewards or punishments will be high if accurate ratings are provided
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Rating Inflation and Deflation
Rating Inflation (also called leniency error)
When raters assign high lenient ratings to most or all employees
Rating Deflations (also called severity error)
When raters assign low ratings to most or all employees
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Motivation for Rating Distortion
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Reducing Intentional Rating Distortion
Recommendations:
Provide incentives for providing accurate ratings
Increase accountabilities
Have raters justify their ratings
Have raters justify their ratings in a face-to-face meeting
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Motivation—What’s in It for Me?
Benefits of providing accurate ratings need to outweigh costs
Assessing the performance of the supervisor in implementing and communicating performance management
Tools for providing accurate ratings (e.g., training on how to conduct appraisal interview)
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Appraisal Forms
Characteristics of Appraisal Forms
Determining Overall Rating
Appraisal Period and Number of Meetings
Who Should Provide Performance Information?
Understanding Intentional Rating Distortion: A Model of Rater Motivation
Quick Review
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