Evaluation of Psychometric tools
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Transcript of Evaluation of Psychometric tools
EVALUATION OF
PSYCHOMETRIC TOOLS
Ankit Amlan Fieldwork Intern, Kotak Mahindra Bank Limited
Psychological Assessment
Psychological Assessment
Measurement
Correct/incorrect item responses
Tests
Not using correct/ incorrect responses
Questionnaires/Inventories
Non-measurement
Interviews, observations
etc.
Other questionnaires/ checklists
etc.
•Measurement is the assignment of numbers to properties or attributes of people,
objects or events using a set of rules
•It uses a set of rules to quantify these. They must be standardized, clear, understandable
and easy to apply
Core Characteristics of Assessment
Standardized administration
• So that the administration and instructions are the same for everyone who takes them
A scientific rationale for what is being measured
An explanation of construction
Use of a large sample to establish norms or a process for comparison with others
Accuracy and error measures
The dangers of not doing so
• Purchasing an assessment which is inappropriate for the purpose required
• Purchasing one which is of poor quality
• Not understanding how to use the assessment
• Not administering or scoring the assessment effectively
• Misusing the test and the interpretation
Types of Measurements
How well a person performs in a particular field following instruction or teaching.
They range from abstract concepts to practical knowledge
Abstract reasoning
Numerical reasoning
Musical sensitivity
Programming aptitude
Spelling and grammar
These are the qualities, which are temporary and can be learnt and developed over a period of time.
Includes assessments of personality, belief, values and interests
Typical ways of thinking and behaving, being referred to as underlying characteristics or traits
Often assessed by self-report measures having multiple scales
The 16 Personality Factor questionnaire (16PF)
The Myers-Briggs Type Indicator (MBTI)
The Occupational Personality Questionnaire (OPQ)
These are traits which are generally permanent in nature in an individual
Measures of maximum performance
Measures of typical performance
Scales and Inventories for
Psychological Assessment
Nominal Scales
• Classify people into categories by labelling and
• Convenient method of describing them as individuals or groups
• Only a limited number of transformations and statistics can be conducted on data
Ordinal Scales
• More precise level of measurement than nominal scales and place people in some kind of hierarchical order by assigning numbers
• The scale is relative to the set of people being measured
Interval scales
• Like ordinal scales, assign numbers to indicate whether individuals are less than, greater than or equal to each other, but represent the difference between them
• intelligence tests
Ratio Scales
• Highest or ideal level of measurement, have a ‘true’ value of 0, indicating
• A complete absence of what is measured and also possess the characteristics of an interval scale
Psychological assessment scores , generally involves measurement on ordinal scales which
enable comparison of an individual with other which is then converted to interval scales for
representation.
Design of Personality Questionnaires
Yes – No items
• ‘I have often cried whilst watching sad films’. Yes – No.
Personal information
• I would rather work:
• a. in a business office, supervising people
• b. ?
• c. in a library, on my own
True – False items
• ‘People in authority frighten me’. True – False
Like – Dislike items
• ‘Spiders’. Like – Dislike
Items Having Rating Scales
• Strongly agree, agree, in-between, disagree, strongly disagree
Forced-choice Items
• When you are working, do you …
• enjoy times when you have to work hard to meet a deadline, or
• dislike working under undue stress, or
• try to plan ahead so that you don’t work under pressure?
Theories of personality
Types Theory Represent distinct groups of
people characterized by a unique configuration of features
Makes it easier to cope with a complex social world through labelling personality ‘types’
They also use rigid labels, which can be misleading
MBTI is an example of Type test
Trait Theory Usually used by psychologists
to study the various traits possessed by individuals which results in a particular behaviour
They are more straightforward than types, and are capable of measurement
They form a normally distributed continuum on a scale, having a mean score at the centre
PI is an example of Trait test
Paradigms of Assessment
The Psychodynamic Paradigm
• Lack scientific rigour and methods
• Different behaviours could be indicators of the same underlying impulse
The Cognitive-behavioural Paradigm
• Our behaviour defines our personalities
• Performance of role models could be observed and imitated by others
• Assessments involving individuals and situational variables, making use of observations, diaries and interviews
The Trait Paradigm
• Relatively enduring characteristics
• Independent of any stimulus external to a person
• Describes personality in terms of continuous scales and an inventory is made up of any number of them
The Trait paradigm
The trait paradigm assumes that:
Our thoughts, feelings and behaviours vary in a number of ways.
These variations can be measured.
When they are measured, they are normally distributed like other characteristics.
Eysenck (1967) suggested there are three dimensions along which personality varies:
• Introversion – Extraversion
• Neuroticism – Stability
• Psychoticism – Normality
These can be rated on a scale of zero to maximum for the purpose of rating
Cattell identified 16 important dimensions or ‘source traits’ which later came as 16PF(Personality Factor)
In contrast, some inventories appear to measure more of the original surface traits, such as the Occupational Personality Questionnaire (OPQ)
Source Traits 16PF
Psychometrics in India
Psychometric tests are widely used in the US and Europe
However, psychometric assessments are in a nascent stage in India
Some of the widely used psychometric tools:
Thomas profiling
16PF
Firo B
Predictive Index
DISC
MBTI
Personality and Preference Inventory-Normative (PAPI): Used predominantly used in India for hiring. It is also used for people who are in the system with up to 2 years of experience
SHL: competency tool for India
The Hay Group's psychometric tool
Purpose of the tests
Recruitment and selection
• Myers Briggs Type Indicator (MBTI) and Preference Inventory-Normative (PAPI) are used in India predominantly for hiring
Learning and development
Competency mapping
Performance appraisal
Validation of Interviews
55%
9%
18%
18%
Percentage of usage
Fresher level
Lateral hiring
Managerial level
Senior level
•In IT companies, psychometric assessments are
used for entry level
•In campus hiring psychometric tools are not
used, because of the costs and the time
•At the senior level psychometric tests are used
to check the technical knowledge of the person
in a domain.
Recruitment and Selection
Psychometric tests are used in the hiring process as
a validation tool for interviews and are therefore
often administered after interviewing
Psychometric tests don't come cheap
Last round of interviewing
In some cases, when not validation but, elimination is
a motive, psychometric tests are used before
interviewing
Study of different existing
Psychometric tests
MBTI
SHL CEB
DDI
Predictive Index (PI)
Hogan
MBTI (Myers- Briggs Type Indicator)
Developed by Briggs Myer’s out of the theories of Carl Jung, to describe 16 personality types based on the 4 dichotomies:
Extraversion – Introversion
Sensing – Intuition
Thinking – Feeling
Judging – Perceiving
Used in areas of pedagogy, team building, leadership training, executive coaching
89 of the Fortune 100 companies use it.
Statistical Validity of this method is questionable. Origins from psychoanalysis and hence, speculative
The 16 outcomes appear to represent ‘pure’ types and it is unlikely people will be purely one of them. People can be extroverted in some situations and introverted at others; they may be capable of both objective and subjective thought
Doesn’t include any assessment of test-takers’ attitudes, so conclusions can be distorted
SHL – OPQ32 (Occupational
Personality Questionnaire)
SHL’s Occupational Personality questionnaires provides
an indication of an individual’s preferred behavioural
style at work
Developed out of Item response theory containing
forced choices method of questionnaires having 32
personality traits being measured in terms of their
dominance
Used in selection, career development, team building
etc.
SHL is one of the few providers of cognitive ability tests
Predictive Index (PI)
Skill and behaviour assessment test used by many organizations
Originally a Trait type of test based on the Humanistic Psychology of human drives
It measures four drives in Humans:
Drive for Dominance
Drive for Extroversion
Drive for Patience
Drive for Formality
Using these drives, there are selection based questionnaires on “What people expect of us to do” and “What we actually do”.
Using the answers of the question leads to the mapping of data on the basis of self, self concept and synthesis, which is represented graphically.
Actively used worldwide by major corporate giants for recruitment, leadership development and career-planning.
DDI (Development Dimensions
International)
DDI’s pre- employment testing is a direct test which includes both normative and ipsative test manuals.
Multiple and repetitive questions ensure accuracy and validity of traits.
Eliminates the guesswork and helps in making the best decisions
• Candidates with higher scores are top performers
Better Hiring Decisions
• Can quickly zero-in on the most eligible candidate
Greater Process efficiency
• Results pin-point candidates who are more likely to engaged and stay longer
Most Eligible Candidate
• Gives a very larger picture of the personality
• Can be used for testing data and career development
Complete picture
India Inc.
More than 50%
Organizations used,
explored or
considered
psychometric tests
Could increase to
87% by 2016
More than 90% of
the companies
which have adopted
it, use it across all
verticals
However a large number of organizations, consider psychometric
tools but don’t use the tools for reasons such as Cost
Lack of knowledge in the domain
Validity and reliability of these tools
Selling psychometric tests to top management
Lack of statistics showing value for money
Reluctance of senior job applicants to fill out a test
Expectations of the Indian
Organizations
• Provide differences in candidates
• A test that can be used more often, on a large number of people, which is less costly
• Clear on what the company is hiring for - competency framework for the company
• Tools specific to Indian environment
• Flexibility of an online system and cost effectiveness
• A tool to provide specific training assessment and feedback
• A tool which can address the issues of attrition by mapping employee traits
Recommendation
Development of tools to address the menace of attrition should be prepared. Interviewing is not enough to gauge the factors of attrition. Implementing a psychometric screening tool that can predict and reduce attrition in addition to the selecting methods
A system to provide a low cost psychometric tool covering all the aspects
Successful implementation of psychometric tools other than recruitment, for competency mapping
There should be a tool which can map the ROI for recruitment