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Page 1: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Cognadev

People Assessment and Development

Page 2: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

New Frontiers in Harnessing Intellectual Capital

What could be more interesting than how the mind

works?

- Stephen Pinker

Page 3: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

We want to know how the mind works

Page 4: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Why?

Executive

successionJob

Profiling

Career

guidance

and pathing

Selection

and

Placement

Identify

talent

Job

structuring

Development(derailers &

enablers)

Page 5: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

What is it that we need to know?

How people think and learn

• Personal preferences and capabilities

• Strategic thinking

• Executive judgement and decision making

• Specialist capabilities and problem solving

• Learning potential (cognitive modifiability)

• Work complexity

• Values and worldviews

Page 6: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Cognition

Page 7: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

What is Cognition?

How we make meaning of our world

The universe is made of stories, not atoms

- Muriel Rukeyser

Page 8: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Why assess cognition?

To measure is to manage

Page 9: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Current practices in assessing Intellectual

functioning

• IQ test

• Structured interviews

• Assessment centers

• Situational judgement tests

• Simulations and gaming

Page 10: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

IQ tests

Page 11: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Interviews

Page 12: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Assessment centers

Page 13: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Questionnaires

Page 14: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Academic results(knowledge based and not psychometric test)

Page 15: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Simulation exercises

Page 16: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Simulation exercises

Aim: - to externalize and track thinking processes

Focus: - meaningfully interpret unfamiliar information

Measures: - cognitive preferences and capabilities:- learning potential, complexity capabilities

Uses: - selection, placement, development, succession

Strengths: - no manipulation of results, no reliance on knowledge- no subjective rater evaluations- no speed and power contamination- cross-culturally applicable

Criticism: - computer and performance anxiety

Page 17: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Statistics

Page 18: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Statistics

Psychometric measurement rely on statistical manipulation of data.

Consider the insights of leading researchers in Psychology:

No psychological characteristic varies as a quantityBarrett (2013), Michell (1999, 2009), Borsboom et al (2009), Grice (2012) and others

Equilibrium forces are at work when averaging findings. Meaning is lost through the calculation of averages and normal distributions.

Criticism by Nassim Taleb (2010) on bell curve; correlations, standard deviations, etc.

Significance testingZiliak and McCloskey (2009) sees it as a cult.

Page 19: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Statistics

David Freedman (2009) recommended a “low-tech” approachwhich “relies on intimate knowledge of the subject matter and ameticulous research design that eliminates rival explanations”.

Important are: careful planning of a research design, a fair degree ofaction research, appropriate statistical analysis, and the careful useand blending of intuitive insights.

Page 20: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Cognition: typical HR Challenges

Identify leadership potential

Retail

Ensure strategic capability

Succession planning

Selection and placement

Cognitive development

Page 21: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Key challenges in designing cognitive

assessment methodologies

Create a theoretical model (with construct validity) of the

cognitive constructs involved

Conceptualise a methodology to externalise and track

cognitive functioning

Capture this data numerically for algorithmic interpretation by

an expert system

Accommodate the challenges posed by cultural diversity

Measure learning potential and cognitive modifiability

Meet the psychometric requirements of validity and reliability

Page 22: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

A new approach

Integration of existing paradigms in intelligence research

o the differential

o information processing

o developmental

o contextual approaches

Sound theoretical foundation

Measurement methodology anchored in systems modelling

Accuracy in measurement of thinking processes

Cross-cultural validity (no adverse impact)

Practical utility within the work environment

Page 23: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

For these purposes the following assessments were

created:

The Cognitive Process Profile

(CPP)

The Learning Orientation Index (LOI)

Page 24: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

The Cognitive Process Profile

(CPP)

Page 25: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Simulation exercises

Page 26: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

The theoretical model of thinking processes

Page 27: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

The Metacognitive criteria which guide

thinking processes

Page 28: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

The CPP: Methodological approach

• An automated, online simulation exercise

• which externalises and tracks thinking processes

• according to thousands of measurement points and

feedback loops

• an expert system interprets the results algorithmically

• a report is generated automatically

Page 29: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

The CPP: Methodological approach

- Thinking processes - operationalised in terms of micro building blocks

- Tasks were created to reflect the use of these building blocks

- Automated tracking and interpretation by an algorithmic expert system

Page 30: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

The Constructs measured by the CPP

- Cognitive styles which indicate a preference for certain types of environments, work challenges

and subject matter

- Learning potential which indicates potential

growth and adaptability

- Complexity preferences and capabilities

- Suitability for particular work environments

(ranging from operational to strategic work)

- Processing strengths and development areas

- Developmental guidelines

Page 31: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

The Constructs measured by the CPP

Problem Solving StylesExplorativeAnalyticalStructured

HolisticIntuitiveMemory

IntegrativeLogical Reasoning

ReflectiveLearningRandom

ImpulsiveMetaphoric

Efficient/Quick InsightBalanced Profile

Left/Right Brain Metaphor Logical-Analytical

Integrative-Metaphoric-IntuitiveStructured-Memory-Reflective

Flexibility & Open-Minded Awareness, Learning

Current and Potential Level of Work Purely Operational

Diagnostic AccumulationAlternative Paths/Tactical Strategy

Parallel ProcessingPurely Strategic

Work-Related Processing Dimensions Detail Complexity

Dynamic ComplexityOperational Approach

Strategic ApproachShort-term OrientationLong-Term Orientation

StructuredUnstructured

Speed and Timing Speed

Quick InsightPace ControlQuick Closure

Learning PotentialTendency to prefer difficult to easy information

High general level of cognitive functioningCapacity to access higher levels of complexity

Tendency to seek cognitive challenge Good metacognitive awareness

Good learning capacity and cognitive modifiabilityTendency to get bored with unchallenging tasks

Insufficient detail & precisionApplication of weak problem solving strategies

Relatively quick insight, yet a tendency to work slowlyHolistic evaluation of the overall profile

Tendency to distrust own judgementHigh scores on verbal conceptualisation processes

Already developed strategies for managing complexityRight brain orientation

Low confidence

Information Processing CompetenceExploration: PragmaticExploration: Exploring

Analysis: AnalyticalAnalysis: Rule Oriented

Structuring: CategorisationStructuring: IntegrationStructuring: Complexity

Transformation: Logical ReasoningTransformation: Verbal Abstraction

Memory: Use of MemoryMemory: Memory StrategiesMetacognition: Judgement

Metacognition: Quick Insight LearningMetacognition: Experiential Learning

CPP

The pure and simple truth is rarely pure and never simple•Oscar Wilde

Page 32: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

The Results reported on by the CPP

• A suitable work environment that matches

the person’s cognitive preferences and

capabilities (SST)

• Work-related preferences (styles) and

capabilities

• Units of information (complexity)

• Cognitive strengths and development areas

• Learning potential

• Speed, quick insight and pace control

• Developmental guidelines

Page 33: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Logical Memory

Analytical Learning

Explorative Metaphoric

Trail-and-error

(Random)

Quick Insight

Reflective Structured

Reactive

(Impulsive)

Holistic

Intuitive Integrative

Cognitive Styles

Page 34: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

The SST work environments

-

Page 35: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Generic Level Representation

Page 36: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Processing Competencies

Page 37: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

CPP Research findings

• Construct validity

• Concurrent Validity

• IQ tests

• Structured interviews

• 360 degree evaluations

• Assessment centre results

• Personality tests

• Emotional Intelligence tests

• Values

• Predictive validity

Page 38: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Learning Orientations Index

Page 39: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Typical HR Challenges

Reducing academic failure

RetailIdentifying learning potential

Identifying bursary candidates

Career guidance

Cognitive development

Page 40: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Gen Y and Millennials

Page 41: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

The game

Page 42: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Metacognition

Page 43: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

But all Cognitive results must be

contextualised

The educational or work context

The value system or worldview of the person

The motivational drivers

As context, values and motivation play a

critical role in intellectual functioning

Page 44: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Recommended: A four-tiered assessment approach for HR

• Job analysis: of competency requirements of work

• Screening via volume assessment on social media

• In-depth individual assessment of a person’s:

o cognition,

o values

o motivation

• Competency-based reporting by linking people and

job profiles and by specifying developmental

guidelines

Page 45: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Recommended solution Solutions People management functions

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Volume assessment x x x

Job analysis x x x x x x x x x

Competency analysis & 360

degree evaluation

x x x x x x x x

Indepth assessment of: x x x x x

Values x x x x x x x

Cognition x x x x x

Motivation x x x x x x

Page 46: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Cognition

Values

Motivation

Competencies

Page 47: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Job Analysis

The CCM analyses:

SST level of the position

Cognitive competency requirements of work

Job-related competencies

Generates many different reports

Linked to an integrated report writer (ICR)

Page 48: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

The Value Orientations (VO)

Page 49: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

I learn

I perform

I control

We experience

We relate

We conform

We protect

Expressive (I) value systems Sacrificial (we) value systems

Page 50: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Motivational Profile

(MP)

Page 51: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Archetype Brief description

Mother Acting as source of nurturing and

unconditional love

Warrior To protect and fight for whatever is seen as

“right”

Guru Taking the role of teacher to the spiritual level

Martyr Defines life in terms of suffering and sacrifice

Father Protects, provides and oversees others, at

times also authority

Servant Bound by service to others whilst relinquishing

own power and needs

Beggar Dependent on kindness of others (e.g. for

money, love, approval, etc.)

Examples of archetypes

Page 52: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Motivation

Page 53: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),
Page 54: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Quick and affordable online psychometric assessment platform

to facilitate volume assessment, analytics and reporting.

Page 55: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Purposes of assessment

Mass assessments: organisationalaudits

Recruitment: internal and external Selection Placement SuccessionDevelopment Capitalising on social networks Analytics Reporting & HR planning

Page 56: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Cliquidity: tests for “Personal” use

Introducing the Cliquidity User Interface:

An easy-to-understand dashboard to guide candidates/ employees through the assessment process.

Page 57: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Cliquidity: for “Business”

Introducing the Cliquidity for Business Dashboard:

Making it quick and easy to find and assess job candidates and employees.

Page 58: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

ROI of assessment

Page 59: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

ROI of assessment

Page 60: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

ROI of assessment

Page 61: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

ROI of assessment

The cost of poor hiring decisions?

Costs include:

Advertising, interviews, administration, induction and on-

boarding, training and relocation expenses and the time it

takes to become effective.

Page 62: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

ROI of assessment

Estimates for cost of poor hiring decisions:

- in excess of 30% of the person’s annual salary

and benefits

- plus the placement fee which could be as high

as 20% – 33% of annual salary

The more influential the role involved, the more

expensive the direct cost of poor hiring decisions

become.

Page 63: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

ROI of assessment

Direct costs pale in comparison to the

indirect costs

Indirect costs include: severance expenses and legal

fees, retrenchment packages, staff replacement costs,

loss of customers, damage to the organisation’s

reputation and brand, as well as effects on team morale

and productivity.

Estimates of indirect costs come to 100% to 250% of

annual employment costs

Page 64: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

Question time

Page 65: Cognadev · Consider the insights of leading researchers in Psychology: No psychological characteristic varies as a quantity Barrett (2013), Michell (1999, 2009), Borsboom et al (2009),

www.cognadev.com