Gf
Gc Gwm The CHC taxonomy of
Gs
Glr
g Ga
cognitive abilities codebook:
Grw
Gv Gq
Current status
Dr. Kevin S. McGrew
Institute for Applied Psychometrics (IAP)
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
The CHC definitions included in this document are adapted from Schneider
and McGrew (2012) and McGrew, LaForte and Schrank (2014), which
include more in-depth definitions.
© Institute for Applied Psychometrics; Kevin McGrew 06-18-14
John Horn, compared the process of classifying
and categorizing human abilities and
intelligence to “slicing smoke”. (Horn, 1991)
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Gc Gwm Contemporary
Gf
Glr
Gs psychometric
g
Grw
Ga
research has
Gv Gq
converged on the
Cattell-Horn-Carroll
(CHC) model of
cognitive abilities as
the consensus
working taxonomy
of human
intelligence
© Institute for Applied
Psychometrics (IAP) Dr. Kevin
McGrew 06-14-14
From
Gc Gwm
Gf
Gs
Glr g
Ga
Grw
Gv Gq
The CHC taxonomy of cognitive abilities:
Current status
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Grw Gq Go Gk
Ga Gh
Gc Gkn Gv Gp
Sensory Motor
Acquired Knowledge Sensory-Motor Domain-Specific Abilities
(From Schneider & McGrew, 2012)
Gps
Gf Gsm Glr
Gs Gt
Memory General Speed
Conceptual Grouping
Parameters of Cognitive Efficiency
Functional Grouping
Domain-Independent General Capacities
CHC model is analogous to the Periodic Table of Elements in Chemistry
I RG RQ
Ideas Words Figures
WM MS AC
Domain-Independent
Capacities
MA MM M6 FI FA FE SP F0 NA FW LA FF FX
P N R9
Broad ability Glr-Learning efficiency
R1 R2 R4 R7 IT Glr-Retrieval fluency
Narrow ability
R3 PT MT
LD VL K0 LS CM MY The CHC Periodic
Acquired Knowledge
Table of Human
Systems
KL K1 K2 A5 MK KF LP BC
Abilities
V RD RC RS WA SG EU WS Adapted from Schneider & McGrew (2012)
and McGrew, LaForte and Schrank (2014)
KM A3
Sensory-Motor Domain-
Vz SR MV CS SS CF IM PI LE IL PN
Specific Abilities
U1
PC US UM U8 UR UP UL © Institute for Applied Psychometrics (IAP)
U9
Dr. Kevin McGrew 3-28-14
Sensory Motor
OM PI P2 P3 P4 P6 P7 A1
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 4-11-14
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 4-11-14
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 4-11-14
Gc Gwm Defining and
Gf
Gs measuring fluid
Glr
g Ga reasoning (Gf)
Grw
Gv Gq
Dr. Kevin S. McGrew
Institute for Applied Psychometrics (IAP)
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
I RG RQ
Fluid Reasoning (Gf):
Definition & features
The deliberate but flexible control of attention to solve novel
“on the spot” problems that cannot be performed by relying
exclusively on previously learned habits, schemas, and scripts.
• Solving unfamiliar problems (novel problem solving).
• Most evident in abstract reasoning that depends less on prior learning.
• Deductive and inductive reasoning are primary characteristics.
• Inferential reasoning; concept formation; classification of unfamiliar
stimuli; hypothesis generation and confirmation; identification of relevant
similarities; the perception of relevant consequences of newly acquired
knowledge; extrapolation of reasonable estimates in ambiguous situations.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
I RG RQ
Fluid Reasoning (Gf):
Narrow abilities and
definitions
Induction (I): The ability to observe a phenomenon and discover
the underlying principles or rules that determine its behavior.
General Sequential Reasoning (RG): The ability to reason logically
using known premises and principles. This ability also is known as
deductive reasoning or rule application.
Quantitative Reasoning (RQ): The ability to reason, either with
induction or deduction, with numbers, mathematical relations,
and operators.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Gc Gwm Defining and
Gf
Gs measuring
Glr
g Ga short-term
Grw
Gv Gq working
memory (Gwm)
Dr. Kevin S. McGrew
Institute for Applied Psychometrics (IAP)
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
WM MS AC
Short-term working memory (Gwm)
Definition & features
The ability to encode, maintain, and manipulate
information in one’s immediate awareness.
• A limited capacity system.
• Loses information quickly through decay of
memory traces, unless individual activates other
cognitive resources to maintain the information in
immediate awareness.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
WM MS AC
Short-term working memory (Gwm)
narrow definitions
Working Memory Capacity (WM): The ability to direct the focus of attention
to perform relatively simple manipulations, combinations, and
transformations of information within primary memory while avoiding
distracting stimuli and engaging in strategic/controlled searches for
information in secondary memory.
Memory Span (MS): The ability to encode information, maintain it in primary
memory, and immediately reproduce the information in the same sequence in
which it was represented
Attentional Control (AC): The ability to focus on task-relevant stimuli and
ignore task-irrelevant stimuli. The ability to regulate intentionality and direct
cognitive processing. Sometimes referred to as spotlight or focal attention,
focus, control of attention, executive controlled attention, or executive
attention © Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Gc Gwm
Gf
Gs
Defining and
Glr
g Ga
measuring long-
Grw
Gv Gq
term retrieval (Glr)
Dr. Kevin S. McGrew
Institute for Applied Psychometrics (IAP)
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Learning efficiency Learning retrieval
MA MM M6 FI FA FE SP F0 NA FW LA FF FX
Long-Term Retrieval (Glr)
Definition & features
The ability to store, consolidate, and retrieve information over periods
of time measured in minutes, hours, days, and years.
• A Glr test involves information that has been put out of immediate
awareness long enough for the contents of primary memory to be
displaced completely.
• Retrieving and recreating information from long-term memory.
• Learning efficiency abilities: Tasks were more information is presented
than can be retained in Gwm.
• Learning retrieval fluency abilities: The rate and fluency at which
individuals can access information stored in long-term memory
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Learning efficiency Learning retrieval
MA MM M6 FI FA FE SP F0 NA FW LA FF FX
Long-Term Retrieval (Glr)
Narrow ability definitions
Associative Memory (MA): The ability to remember previously
unrelated information as having been paired.
Meaningful Memory (MM): The ability to remember narratives
and other forms of semantically related information.
Free Recall Memory (M6): The ability to recall lists in any order.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Learning efficiency Learning retrieval
MA MM M6 FI FA FE SP F0 NA FW LA FF FX
Fluency abilities that involve the Long-Term Retrieval (Glr)
production of ideas Narrow ability definitions
Ideational Fluency (FI): The ability to rapidly produce a series of
ideas, words, or phrases related to a specific condition or object.
Quantity, not quality or response originality, is emphasized.
Associational Fluency (FA): The ability to rapidly produce a series
of original or useful ideas related to a particular concept. In
contrast to Ideational Fluency (FI), quality, rather quantity of
production, is emphasized.
Expressional Fluency (FE): The ability to rapidly think of different
ways of expressing an idea.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Learning efficiency Learning retrieval
MA MM M6 FI FA FE SP F0 NA FW LA FF FX
Fluency abilities that involve the Long-Term Retrieval (Glr)
production of ideas Narrow ability definitions
Sensitivity to Problems/Alterative Solution Fluency (SP): The
ability to rapidly think of a number of alternative solutions to a
particular practical problem.
Originality/Creativity (FO): The ability to rapidly produce original,
clever, and insightful responses (expressions, interpretations) to a
given topic, situation, or task.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Learning efficiency Learning retrieval
MA MM M6 FI FA FE SP F0 NA FW LA FF FX
Fluency abilities that involve the Long-Term Retrieval (Glr)
recall of words Narrow ability definitions
Naming Facility (NA): The ability to rapidly call objects by their names.
In contemporary reading research, this ability is called rapid automatic
naming (RAN), or speed of lexical access.
Word Fluency (FW): The ability to rapidly produce words that share a
phonological (e.g., fluency of retrieval of words via a phonological cue) or
semantic feature (e.g., fluency of retrieval of words via a meaning-based
representation). Also includes the ability to rapidly produce words that
share nonsemantic features (e.g., fluency of retrieval of words starting
with the letter T).
Speed of Lexical Access (LA): The ability to rapidly and fluently retrieve
words from an individual’s lexicon; verbal efficiency or automaticity of
lexical access.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Learning efficiency Learning retrieval
MA MM M6 FI FA FE SP F0 NA FW LA FF FX
Fluency abilities that Long-Term Retrieval (Glr)
involve figures Narrow ability definitions
Figural Fluency (FF): The ability to rapidly draw or sketch as
many things (or elaborations) as possible when presented with
a non-meaningful visual stimulus (e.g., set of unique visual
elements). Quantity is emphasized over quality.
Figural Flexibility (FX): The ability to rapidly draw different
solutions to figural problems.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Gwm
Gf
Gc
Defining and
Gs
Glr
g
measuring processing
Ga
Grw
speed (Gs)
Gv Gq
Dr. Kevin S. McGrew
Institute for Applied Psychometrics (IAP)
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
P N R9
Processing Speed (Gs)
Definition & features
The ability to perform both simple and complex repetitive
cognitive tasks quickly and fluently.
Automaticity.
Fluency of performing tasks.
Speed of executing relatively over-learned cognitive
processes.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
P N R9
Processing Speed (Gs)
Narrow ability definitions
Perceptual Speed (P): The speed at which visual stimuli can be compared
for similarities or differences.
Number Facility (N): The ability to manipulate numbers in working
memory, and the speed of number pattern comparison. It includes the
speed at which basic arithmetic operations are performed accurately.
Rate-of-Test-Taking (R9): The speed and fluency with which simple
cognitive tests are completed. Through the lens of CHC theory, the
definition of this factor has narrowed to simple tests that do not require
visual comparison (P) or mental arithmetic (N).
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Gc Gwm Defining and
Gf
Gs measuring
Glr
g Ga comprehension-
Grw
Gv Gq knowledge (Gc)
Dr. Kevin S. McGrew
Institute for Applied Psychometrics (IAP)
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
LD VL K0 LS CM MY
Comprehension – Knowledge (Gc)
Definition & features
The depth and breadth of knowledge and skills that
are valued by one’s culture.
• Skills and knowledge valued in a culture.
• The degree to which a person has learned
practically useful knowledge of language,
information, and concepts specific to a culture.
• Store of verbal or language-based knowledge.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
LD VL K0 LS CM MY
Comprehension – Knowledge (Gc)
Narrow ability definitions
Language Development (LD): The general understanding of spoken
language at the level of words, idioms, and sentences. Language
Development is at the core of Gc—understanding words in context.
Lexical Knowledge (VL): The knowledge of the definitions of words
and the concepts that underlie them. Understanding the definitions of
words in isolation. Vocabulary.
General (Verbal) Information (K0): The breadth and depth of
knowledge that one’s culture deems essential, practical, or otherwise
worthwhile for everyone to know.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
LD VL K0 LS CM MY
Comprehension – Knowledge (Gc)
Narrow ability definitions
Listening Ability (LS): The ability to understand speech. Tests of listening
ability typically have simple vocabulary but increasingly complex syntax
or increasingly long speech samples to listen to.
Communication Ability (CM): The ability to use speech to communicate
one’s thoughts clearly. This ability is comparable to Listening Ability
except that it is productive (expressive) rather than receptive.
Grammatical Sensitivity (MY): The awareness of the formal rules of
grammar and morphology of words in speech.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Gc Gwm Defining and
Gf
Gs measuring visual
Glr
g Ga processing (Gv)
Grw
Gv Gq
Dr. Kevin S. McGrew
Institute for Applied Psychometrics (IAP)
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Vz SR MV CS SS CF IM PI LE IL PN
Visual Processing (Gv)
Definition & features
The ability to make use of simulated mental imagery (often in
conjunction with currently perceived images) to solve
problems.
• Ability to generate, retain, retrieve, and transform well-structured
visual images
• The ability to perceive and transform visual shapes, forms, or
images
• The ability to maintain spatial orientation with regard to objects
that may change or move through space
• Processing visual shapes or images “in the minds eye”
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Vz SR MV CS SS CF IM PI LE IL PN
Visual Processing (Gv)
Narrow ability definitions
Visualization (Vz): The ability to perceive complex patterns and
mentally simulate how they might look when transformed (e.g.,
rotated, changed in size, partially obscured, and so forth). Vz is the
core ability of Gv.
Speeded Rotation (Spatial Relations; SR): The ability to solve visual
problems quickly using mental rotation of simple images. The speed at
which mental rotation tasks is completed is what is different from Vz.
Visual Memory (MV): The ability to remember complex images
over short periods of time (less than 30 seconds). The tasks that
define this factor involve being shown complex images and then
identifying them soon after then stimulus is removed.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Vz SR MV CS SS CF IM PI LE IL PN
Visual Processing (Gv)
Narrow ability definitions
Closure Speed (CS): The ability to quickly identify a familiar, meaningful visual
object from incomplete (e.g., vague, partially obscured, disconnected) visual
stimuli without knowing in advance what the object is. This ability is
sometimes called Gestalt Perception because it requires people to “fill in”
unseen or missing parts of an image to visualize a single percept.
Spatial Scanning (SS): The ability to quickly and accurately survey (visually
explore) a wide or complicated spatial field or pattern and to (a) identify a
particular target configuration or (b) identify a path through the field to a
determined end point. It is not clear whether this ability is related to complex
large-scale real-world navigation skills.
Flexibility of Closure (CF): The ability to identify a visual figure or pattern
embedded in a complex distracting or disguised visual pattern or array when
the pattern is known in advance.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Vz SR MV CS SS CF IM PI LE IL PN
Visual Processing (Gv)
Narrow ability definitions
Imagery (IM): The ability to mentally imagine very vivid images
Serial Perceptual Integration (PI): The ability to recognize an object
after only parts of it are shown in rapid succession.
Length Estimation (LE): The ability to visually estimate the length of
objects.
Perceptual Illusions (IL): The ability to not be fooled by visual
illusions.
Perceptual Alternations (PN): Consistency in the rate of alternating
between different visual perceptions.
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
Gc Gwm Defining and
Gf
Gs measuring
Glr
g Ga auditory
Grw
Gv Gq processing (Ga)
Dr. Kevin S. McGrew
Institute for Applied Psychometrics (IAP)
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
U1
PC US UM U8 UR UP UL
U9
Auditory Processing (Ga)
Definition & features
The ability to detect and process meaningful nonverbal
information in sound.
• Abilities that depend on sound as input and on the functioning or our
hearing apparatus.
• Key feature is the extent to which a person can cognitively “control” the
perception of auditory information.
• Wide range of abilities in this domain:
• Discriminating patterns in sounds an music
• Processing sounds with distracting background noise
• Analyze, manipulate, comprehend, and synthesize sound elements,
groups of sounds, or sound patterns
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
U1
PC US UM U8 UR UP UL
U9
Auditory Processing (Ga)
Narrow ability definitions
Phonetic Coding (PC): The ability to hear phonemes distinctly. This
ability also is referred to as phonological processing and phonological
awareness. People with poor phonetic coding have difficulty hearing
the internal structure of sound in words.
Speech Sound Discrimination (US): The ability to detect and
discriminate differences in speech sounds (other than phonemes) under
conditions of little or no distraction or distortion. Poor speech sound
discrimination can produce difficulty in the ability to distinguish
variations in tone, timbre, and pitch in speech.
Memory for Sound Patterns (UM): The ability to retain (on a short-term
basis) auditory codes such as tones, tonal patterns, or speech sounds .
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
U1
PC US UM U8 UR UP UL
U9
Auditory Processing (Ga)
Narrow ability definitions
Maintaining and Judging Rhythm (U8): The ability to recognize and
maintain a musical beat.
Resistance to Auditory Stimulus Distortion (UR): The ability to
hear words correctly even under conditions of distortion or loud
background noise.
Musical Discrimination and Judgment (U1 U9): The ability to
discriminate and judge tonal patterns in music with respect to
melodic, harmonic, and expressive aspects (phrasing, tempo,
harmonic complexity, intensity variations).
© Institute for Applied Psychometrics (IAP) Dr. Kevin McGrew 06-14-14
