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Measures
Methods or techniques for assessing attributes that are of concern to us
Examples of measures
Tests of applicant KSAOs, job performance ratings
Goals of Measures
Obtain a score for a person on a given attribute and differentiate individuals to make decisions
Nominal Measurement
A given attribute is categorized, numbers are assigned to categories, and there is no order or level implied among categories
Ordinal Measurement
Objects are ranked according to how much of the attribute they possess
Interval Measurement
Objects are rank ordered and differences between adjacent points on measurement scale are equal in terms of attribute, no absolute zero point
Ratio Measure
Equal differences between scale points for attribute being measured, has a logical or absolute zero point
Scores
Numerical indicator of attribute
Central Tendency
Describes the center of the data
Variableity
Describes the spread of the data around the midpoint
Percentile
Percentage of people scoring below an individual in a distribution of scores
Correlations
Strength and direction of relationship between two sets of scores
Regression
Predicts outcome using one or more predictor variables
Reliability
Refers to how consistently a measure assesses a particular characteristic
Deficiency Error
When you fail to measure important aspects of the attributes
Contamination Error
When other factors unrelated to what is being assessed affect the score
Internal Consistency Reliability
Indicates the extent to which items on a given measure assess the same construct
Inter-rater reliability
Measures the consistency of scores given by different raters using the same scale or instrument
Test-retest reliability
Reflects the repeatability of scores over time
Intra-rater reliablity
Measures how consistent one rater when scoring the same item in two different time periods
Standard Error of Measrument
Margin of error that you should expect in an individual score because of the imperfect reliability of the measure
Validity
Refers to the extent to which a measure accurately assesses the specific attribute it is intended to measure
Criterion Related Validation
Process of demonstrating that there is a statistical relationship between scores from the predictor and the outcome
Concurrent Validity
The criterion data is collected at the same time as the predictor measure
Predictive Valdity
The criterion data is collected after the predictor measure
Content Validation
Process of demonstrating that the content of a measure assesses important job-related behaviors
Validity Generalization
The degree to which validity can be extended to other contexts
Standardization
Consistent administration and use of a measure
Properties of a standardized measure
Content is identical for all objects measures, administration of measure is identical for all objects, rules for assigning numbers are clearly specified and agreed on in advance
Selection
Process of assessing and evaluating people for purposes of determining the likely fit between the person and job
Selection Plan
Develop a list of KSAOs required for a job and decided if they need to be assessed in the selection process
Initial Assessment Methods
Minimize the costs associated with substantive assessment methods by reducing the number of people assessed
Resumes/Cover Letters
Applicants provide a resume summarizing their relevant education and experiences and express their interest in the position through a cover letter
Major issues of resumes/cover letters
Large number received by org., falsification and misrepresentation of information, difficult to compare applicants
Application Blanks
Forms that require applicants to provide written information about their skills and job relevant information
Weighted Application Blanks
Job applications on which different information receives different weights
Benefits of weighted application blanks
Well received by applicants, easy to use, relatively inexpensive
Biographical Information
Personal history information of applicant's background and interests
Cons of Biographical Information
Falsification can be a problem, managers and applicants do not like biodata problems
Letters of Recommendation Cons
Lack of standardization, cannot discern more qualified candidates from less qualified
Reference Checks
Verifying applicant’s background via contact with individual’s familiar with applicant
Initial Interview
Focus on an assessment of KSAOs that are absolute requirements for the applicant
Cons of initial interview
Most expensive method of initial assessment
Substantive Assessment Methods
Used to make more precise decisions about candidates and narrow the candidate pool down to finalists
Performance Tests
Assesses actual performance of preforming the job (fixing a car)
Performance test cons
Costs of realism, lack of generalization for future roles, assumption that candidates have KSAOs prior to hiring
Situational Judgment Tests
Places applicants in hypothetical, job related situations and then asked to choose the most appropriate course of action from several alternatives
Interviews
Most common and used to assess a variety of skills, abilities, and styles
Unstructured Interviews
Ask questions that vary from candidate to candidate and that differ across interviewers
Structured Interviews
Ask candidates a series of standardized, job-related questions with predetermined scores for different answers
Ability tests
Examines whether individuals have the necessary aptitude to learn and perform well on the job
Cognitive Ability Tests
Computerized or paper and pencil tests that assess candidate’s general mental abilities
Psychomotor Tests
Measures a person’s capacity to manipulate and control objects
Physical Ability Tests
Assess a person’s strength, endurance, and movement quality
Sensory/Perceptual Tests
Evaluate candidates’ visual, auditory, and speech perception
Job knowledge tests
Measure a candidates knowledge required by a job
Emotional intelligence tests
Ability to recognize, understand, and manage emotions in oneself and others
Personality tests
Big 5 are commonly measured by self-report surveys
Integrity Tests
Designed to assess a candidate’s likelihood of engaging in unethical behavior
Medical Exams
Used to identify potential health risks in candidates but most focus on job related factors essential to business needs
Internal Selection
Refers to the assessment and evaluation of employees from within the organization as they move between jobs via transfer and promotion system
Internal Selection pros
Greater depth and relevance of data available on internal candidates
Internal selection cons
Problems of impression management, favoritism, and gut instinct
Talent Management systems
Maintain ongoing records of employees’ skills, talents, and capabilities to support internal selection decisions
Peer Assessment
Ratings, nominations, and rankings, can be used in internal selection decisions
Peer assessment pros
More likely to view decisions as fair due to their input, are knowledgeable of applicants’ KSAOs
Peer Assessment cons
May encourage friendship bias, assessments not always clear
Seniority
Length of service with organization, department, or job
Experience
Not only length of service but kinds of activities an employee has undertaken
Why is seniority used?
Promoting senior employees is viewed as regarding loyalty, information is easily and cheaply obtained, has the KSAOs necessary to perform job
Why is experience superior?
More valid method, likely to be content valid when past or present jobs are similar to the future job
Job Knowledge Tests
Used for roles requiring technical or specialized knowledge that can’t be quickly learned
Performance Appraisal
Helps predict future performance
Performance Appraisal pros
Readily available, reflects ability and motivation
Performance appraisal cons
May not align with the requirements of the new role
Choice of assessment method
Select measures that assess KSAOs linked to different types of performance success
Incremental prediction
A selection method must add to the prediction of performance success above and beyond the forecasting powers of current methods
Hiring success
The proportion of new hires who turn out to be successful on the job
Selection ratio
Number hired divided by number of applicants
Base rate
Proportion of current employees who are successful
Taylor-Russel Tables
Selection tools are most valuable when the selection ratio is low, the base rate is low, and validity coefficient is high
Economic Gains
Contribution of different characteristics of the workforce to performance outcomes
Compensatory Model
Allows high scores on some assessments to compensate for low scores on other assessments
Multiple hurdles model
Candidates must receive a passing score on an assessment before being allowed to continue on in the selection process
Combined model
The process starts with the multiple hurdles model and ends with the compensatory model
Cut scores
Separates those who advance in the process from those who are rejected
Angoff method
Judgement of subject matter experts
Compensatory
Single aggregate scores across predictors
Conjuntive
Must pass standards for each predictor
Maximum competency
Screen for overqualified canddiates
Methods of final choice
Random selection, ranking, grouping and banding, differential weighting
Random selection
Each finalist has equal chance of being selected
Ranking
Finalists are ordered from most to least desirable based on results of discreitonary assesments
Grouping and banding
Finalists are banded together into rank ordered categories
Differential weighting
Incorporating weights on scores for determining final candidate eligibility
Length in inches is an example of a(n)
Ratio scale
Research has indicated that job applicants generally have a ___________ view of biodata
Negative
T/F: Personality tests and ability tests are examples of substantive assessment methods?
True