SlideShare a Scribd company logo
1 of 7
Within and Cross-Battery Wechsler “Class Reunion” Factor Analysis Explanation Kevin S. McGrew 7-18-08 This is a small presentation I developed a number of years ago demonstrating how appropriate CHC test classifications requires  cross-battery (joint) factor analysis  with sufficient markers of relevant CHC abilities to correctly determine the CHC broad abilities measured by tests. This conceptual explanation demonstrates how the Wechsler Digit Span, Coding and Arithmetic tests, which for years were  incorrectly classified  as measuring a  “Freedom from Distractibility”  factor/ability due to reliance on  atheoretical within-battery factor analysis  results.  These three tests only became correctly classified (as per CHC theory) when sufficient indicators of the broad CHC abilities (esp. Gsm, Gs, and Gq) were included in cross-battery factor studies.  I use the analogy of the breadth of people present at class reunions to illustrate the limitations of within-battery factor analysis studies and the strengths of CHC (theory-based) cross-battery (joint) factor analysis.
THE  1974 WISC-R  CLASS REUNION Information Similarities Vocabulary Comprehension Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Arithmeti Digit Span Coding Verbal Comp. Clique - Gc Per. Organ. Clique - Gv FFD - not really a clique - “ our friends didn’t show”
WISC-III  REUNION: 17 YEARS LATER Information Similarities Vocabulary Comprehension Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Verbal Comp. Clique - Gc Per. Organ. Clique - Gv Arithmeti Digit Span FFD - not really a clique - “ our friends didn’t show” Coding Symbol Search Proc. Speed Clique - Gs
THE JOINT  WISC-III/WJ-R  REUNION Coding Symbol Search Proc. Speed Clique - Gs Vis. Matching Cross Out Information Similarities Vocabulary Comprehension Verbal Comp. Clique - Gc Pict. Vocab. Oral Vocab. Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Per. Organ. Clique - Gv Vis. Closure Pict. Recogn. Arithmetic Calculation Applied Prob. Quant. Clique - Gq Digit Span Mem. Words Mem. Sent. STM Clique - Gsm
Results of CHC Confirmatory Cross-Battery Factor Analysis of WISC-R and WJ-R Information Similarities Vocabulary Comprehension Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Arithmetic Gc Gv Calculation Applied Prob. Pict. Vocab. Oral Vocab. Vis. Closure Pict. Recogn. Gq Note:  WJ-R tests are indicated by bold rectangles Coding Gs Vis. Matching Cross Out Digit Span Mem. Words Mem. Sent. Gsm Incomplete Wds. Sound Blending Anal.-Synth. Conc. Form. Ga Gf Vis.Aud. Lrng Mem. for Names Glr
The Use Of Factor Analysis To  Classify Abilities Measured By Tests Within-battery factor analysis Information Similarities Vocabulary Comprehension Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Arithmeti Digit Span Coding Verbal Comp. Clique - Gc Per. Organ. Clique - Gv FFD - not really a clique - “ our friends didn’t show”
Information Similarities Vocabulary Comprehension Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Arithmetic Gc Gv Calculation Applied Prob. Pict. Vocab. Oral Vocab. Vis. Closure Pict. Recogn. Gq Note:  WJ-R tests are indicated by bold rectangles Coding Gs Vis. Matching Cross Out Digit Span Mem. Words Mem. Sent. Gsm The Use Of Factor Analysis To Classify Abilities Measured By Tests Cross-battery factor analysis   Incomplete Wds. Sound Blending Anal.-Synth. Conc. Form. Ga Gf Vis.Aud. Lrng Mem. for Names Glr

More Related Content

More from Kevin McGrew

The Model of Achievement Competence Motivation (MACM): Part A Introduction o...
The Model of Achievement Competence Motivation (MACM):  Part A Introduction o...The Model of Achievement Competence Motivation (MACM):  Part A Introduction o...
The Model of Achievement Competence Motivation (MACM): Part A Introduction o...Kevin McGrew
 
The WJ IV Cognitive GIA in iintellectual disability (ID) assessment
The WJ IV Cognitive GIA in iintellectual disability (ID) assessmentThe WJ IV Cognitive GIA in iintellectual disability (ID) assessment
The WJ IV Cognitive GIA in iintellectual disability (ID) assessmentKevin McGrew
 
The Evolution of the Cattell-Horn-Carrol (CHC) Theory of Intelligence: Schne...
The Evolution of the Cattell-Horn-Carrol (CHC) Theory of Intelligence:  Schne...The Evolution of the Cattell-Horn-Carrol (CHC) Theory of Intelligence:  Schne...
The Evolution of the Cattell-Horn-Carrol (CHC) Theory of Intelligence: Schne...Kevin McGrew
 
Beyond cognitive abilities: An integrative model of learning-related persona...
Beyond cognitive abilities:  An integrative model of learning-related persona...Beyond cognitive abilities:  An integrative model of learning-related persona...
Beyond cognitive abilities: An integrative model of learning-related persona...Kevin McGrew
 
What about executive functions and CHC theory: New research for discussion
What about executive functions and CHC theory:  New research for discussionWhat about executive functions and CHC theory:  New research for discussion
What about executive functions and CHC theory: New research for discussionKevin McGrew
 
"Intelligent" intelligence testing with the WJ IV COG: Why do some individua...
"Intelligent" intelligence testing with the WJ IV COG:  Why do some individua..."Intelligent" intelligence testing with the WJ IV COG:  Why do some individua...
"Intelligent" intelligence testing with the WJ IV COG: Why do some individua...Kevin McGrew
 
CHC model of inteligence revised (v2.4). Has Glr been incorrectly conceptual...
CHC model of inteligence revised (v2.4).  Has Glr been incorrectly conceptual...CHC model of inteligence revised (v2.4).  Has Glr been incorrectly conceptual...
CHC model of inteligence revised (v2.4). Has Glr been incorrectly conceptual...Kevin McGrew
 
What is "intelligent" intelligence testing
What is "intelligent" intelligence testingWhat is "intelligent" intelligence testing
What is "intelligent" intelligence testingKevin McGrew
 
"intelligent" intelligence testing: Why do some individuals obtain markedly ...
"intelligent" intelligence testing:  Why do some individuals obtain markedly ..."intelligent" intelligence testing:  Why do some individuals obtain markedly ...
"intelligent" intelligence testing: Why do some individuals obtain markedly ...Kevin McGrew
 
"intelligent" intelligence testing: Evaluating wihtin CHC domain test score ...
"intelligent" intelligence testing:  Evaluating wihtin CHC domain test score ..."intelligent" intelligence testing:  Evaluating wihtin CHC domain test score ...
"intelligent" intelligence testing: Evaluating wihtin CHC domain test score ...Kevin McGrew
 
How to evaulate the unusualness (base rate) of WJ IV cluster or test score di...
How to evaulate the unusualness (base rate) of WJ IV cluster or test score di...How to evaulate the unusualness (base rate) of WJ IV cluster or test score di...
How to evaulate the unusualness (base rate) of WJ IV cluster or test score di...Kevin McGrew
 
The WJ IV and Beyond CHC Theory: Kevin McGrew's NASP mini-skills workshop
The WJ IV and Beyond CHC Theory:  Kevin McGrew's NASP mini-skills workshopThe WJ IV and Beyond CHC Theory:  Kevin McGrew's NASP mini-skills workshop
The WJ IV and Beyond CHC Theory: Kevin McGrew's NASP mini-skills workshopKevin McGrew
 
The WJ IV Measurement of Auditory Processing (Ga)
The WJ IV Measurement of Auditory Processing (Ga)The WJ IV Measurement of Auditory Processing (Ga)
The WJ IV Measurement of Auditory Processing (Ga)Kevin McGrew
 
Overview of the WJ IV Cognitive Battery: GIA and CHC Clusters
Overview of the WJ IV Cognitive Battery: GIA and CHC ClustersOverview of the WJ IV Cognitive Battery: GIA and CHC Clusters
Overview of the WJ IV Cognitive Battery: GIA and CHC ClustersKevin McGrew
 
CHC Theory Codebook 2: Cognitive definitions
CHC Theory Codebook 2:  Cognitive definitionsCHC Theory Codebook 2:  Cognitive definitions
CHC Theory Codebook 2: Cognitive definitionsKevin McGrew
 
CHC Theory Codebook 1: Cognitive definitions
CHC Theory Codebook 1:  Cognitive definitionsCHC Theory Codebook 1:  Cognitive definitions
CHC Theory Codebook 1: Cognitive definitionsKevin McGrew
 
WJ IV Battery: Select Technical and Psychometric Information Overview
WJ IV Battery:  Select Technical and Psychometric Information OverviewWJ IV Battery:  Select Technical and Psychometric Information Overview
WJ IV Battery: Select Technical and Psychometric Information OverviewKevin McGrew
 
WJ IV Battery Introduction and Overview
WJ IV Battery Introduction and OverviewWJ IV Battery Introduction and Overview
WJ IV Battery Introduction and OverviewKevin McGrew
 
CHC theory 101: From general intelligence (g) to CHC theory
CHC theory 101:  From general intelligence (g) to CHC theoryCHC theory 101:  From general intelligence (g) to CHC theory
CHC theory 101: From general intelligence (g) to CHC theoryKevin McGrew
 
CHC theory 101: Introduction to "big picture" context
CHC theory 101:  Introduction to "big picture" contextCHC theory 101:  Introduction to "big picture" context
CHC theory 101: Introduction to "big picture" contextKevin McGrew
 

More from Kevin McGrew (20)

The Model of Achievement Competence Motivation (MACM): Part A Introduction o...
The Model of Achievement Competence Motivation (MACM):  Part A Introduction o...The Model of Achievement Competence Motivation (MACM):  Part A Introduction o...
The Model of Achievement Competence Motivation (MACM): Part A Introduction o...
 
The WJ IV Cognitive GIA in iintellectual disability (ID) assessment
The WJ IV Cognitive GIA in iintellectual disability (ID) assessmentThe WJ IV Cognitive GIA in iintellectual disability (ID) assessment
The WJ IV Cognitive GIA in iintellectual disability (ID) assessment
 
The Evolution of the Cattell-Horn-Carrol (CHC) Theory of Intelligence: Schne...
The Evolution of the Cattell-Horn-Carrol (CHC) Theory of Intelligence:  Schne...The Evolution of the Cattell-Horn-Carrol (CHC) Theory of Intelligence:  Schne...
The Evolution of the Cattell-Horn-Carrol (CHC) Theory of Intelligence: Schne...
 
Beyond cognitive abilities: An integrative model of learning-related persona...
Beyond cognitive abilities:  An integrative model of learning-related persona...Beyond cognitive abilities:  An integrative model of learning-related persona...
Beyond cognitive abilities: An integrative model of learning-related persona...
 
What about executive functions and CHC theory: New research for discussion
What about executive functions and CHC theory:  New research for discussionWhat about executive functions and CHC theory:  New research for discussion
What about executive functions and CHC theory: New research for discussion
 
"Intelligent" intelligence testing with the WJ IV COG: Why do some individua...
"Intelligent" intelligence testing with the WJ IV COG:  Why do some individua..."Intelligent" intelligence testing with the WJ IV COG:  Why do some individua...
"Intelligent" intelligence testing with the WJ IV COG: Why do some individua...
 
CHC model of inteligence revised (v2.4). Has Glr been incorrectly conceptual...
CHC model of inteligence revised (v2.4).  Has Glr been incorrectly conceptual...CHC model of inteligence revised (v2.4).  Has Glr been incorrectly conceptual...
CHC model of inteligence revised (v2.4). Has Glr been incorrectly conceptual...
 
What is "intelligent" intelligence testing
What is "intelligent" intelligence testingWhat is "intelligent" intelligence testing
What is "intelligent" intelligence testing
 
"intelligent" intelligence testing: Why do some individuals obtain markedly ...
"intelligent" intelligence testing:  Why do some individuals obtain markedly ..."intelligent" intelligence testing:  Why do some individuals obtain markedly ...
"intelligent" intelligence testing: Why do some individuals obtain markedly ...
 
"intelligent" intelligence testing: Evaluating wihtin CHC domain test score ...
"intelligent" intelligence testing:  Evaluating wihtin CHC domain test score ..."intelligent" intelligence testing:  Evaluating wihtin CHC domain test score ...
"intelligent" intelligence testing: Evaluating wihtin CHC domain test score ...
 
How to evaulate the unusualness (base rate) of WJ IV cluster or test score di...
How to evaulate the unusualness (base rate) of WJ IV cluster or test score di...How to evaulate the unusualness (base rate) of WJ IV cluster or test score di...
How to evaulate the unusualness (base rate) of WJ IV cluster or test score di...
 
The WJ IV and Beyond CHC Theory: Kevin McGrew's NASP mini-skills workshop
The WJ IV and Beyond CHC Theory:  Kevin McGrew's NASP mini-skills workshopThe WJ IV and Beyond CHC Theory:  Kevin McGrew's NASP mini-skills workshop
The WJ IV and Beyond CHC Theory: Kevin McGrew's NASP mini-skills workshop
 
The WJ IV Measurement of Auditory Processing (Ga)
The WJ IV Measurement of Auditory Processing (Ga)The WJ IV Measurement of Auditory Processing (Ga)
The WJ IV Measurement of Auditory Processing (Ga)
 
Overview of the WJ IV Cognitive Battery: GIA and CHC Clusters
Overview of the WJ IV Cognitive Battery: GIA and CHC ClustersOverview of the WJ IV Cognitive Battery: GIA and CHC Clusters
Overview of the WJ IV Cognitive Battery: GIA and CHC Clusters
 
CHC Theory Codebook 2: Cognitive definitions
CHC Theory Codebook 2:  Cognitive definitionsCHC Theory Codebook 2:  Cognitive definitions
CHC Theory Codebook 2: Cognitive definitions
 
CHC Theory Codebook 1: Cognitive definitions
CHC Theory Codebook 1:  Cognitive definitionsCHC Theory Codebook 1:  Cognitive definitions
CHC Theory Codebook 1: Cognitive definitions
 
WJ IV Battery: Select Technical and Psychometric Information Overview
WJ IV Battery:  Select Technical and Psychometric Information OverviewWJ IV Battery:  Select Technical and Psychometric Information Overview
WJ IV Battery: Select Technical and Psychometric Information Overview
 
WJ IV Battery Introduction and Overview
WJ IV Battery Introduction and OverviewWJ IV Battery Introduction and Overview
WJ IV Battery Introduction and Overview
 
CHC theory 101: From general intelligence (g) to CHC theory
CHC theory 101:  From general intelligence (g) to CHC theoryCHC theory 101:  From general intelligence (g) to CHC theory
CHC theory 101: From general intelligence (g) to CHC theory
 
CHC theory 101: Introduction to "big picture" context
CHC theory 101:  Introduction to "big picture" contextCHC theory 101:  Introduction to "big picture" context
CHC theory 101: Introduction to "big picture" context
 

Recently uploaded

Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsRoshan Dwivedi
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesBoston Institute of Analytics
 

Recently uploaded (20)

Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live StreamsTop 5 Benefits OF Using Muvi Live Paywall For Live Streams
Top 5 Benefits OF Using Muvi Live Paywall For Live Streams
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation Strategies
 

Intelligence test cross-battery factor analysis: The Wechsler class reunions

  • 1. Within and Cross-Battery Wechsler “Class Reunion” Factor Analysis Explanation Kevin S. McGrew 7-18-08 This is a small presentation I developed a number of years ago demonstrating how appropriate CHC test classifications requires cross-battery (joint) factor analysis with sufficient markers of relevant CHC abilities to correctly determine the CHC broad abilities measured by tests. This conceptual explanation demonstrates how the Wechsler Digit Span, Coding and Arithmetic tests, which for years were incorrectly classified as measuring a “Freedom from Distractibility” factor/ability due to reliance on atheoretical within-battery factor analysis results. These three tests only became correctly classified (as per CHC theory) when sufficient indicators of the broad CHC abilities (esp. Gsm, Gs, and Gq) were included in cross-battery factor studies. I use the analogy of the breadth of people present at class reunions to illustrate the limitations of within-battery factor analysis studies and the strengths of CHC (theory-based) cross-battery (joint) factor analysis.
  • 2. THE 1974 WISC-R CLASS REUNION Information Similarities Vocabulary Comprehension Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Arithmeti Digit Span Coding Verbal Comp. Clique - Gc Per. Organ. Clique - Gv FFD - not really a clique - “ our friends didn’t show”
  • 3. WISC-III REUNION: 17 YEARS LATER Information Similarities Vocabulary Comprehension Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Verbal Comp. Clique - Gc Per. Organ. Clique - Gv Arithmeti Digit Span FFD - not really a clique - “ our friends didn’t show” Coding Symbol Search Proc. Speed Clique - Gs
  • 4. THE JOINT WISC-III/WJ-R REUNION Coding Symbol Search Proc. Speed Clique - Gs Vis. Matching Cross Out Information Similarities Vocabulary Comprehension Verbal Comp. Clique - Gc Pict. Vocab. Oral Vocab. Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Per. Organ. Clique - Gv Vis. Closure Pict. Recogn. Arithmetic Calculation Applied Prob. Quant. Clique - Gq Digit Span Mem. Words Mem. Sent. STM Clique - Gsm
  • 5. Results of CHC Confirmatory Cross-Battery Factor Analysis of WISC-R and WJ-R Information Similarities Vocabulary Comprehension Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Arithmetic Gc Gv Calculation Applied Prob. Pict. Vocab. Oral Vocab. Vis. Closure Pict. Recogn. Gq Note: WJ-R tests are indicated by bold rectangles Coding Gs Vis. Matching Cross Out Digit Span Mem. Words Mem. Sent. Gsm Incomplete Wds. Sound Blending Anal.-Synth. Conc. Form. Ga Gf Vis.Aud. Lrng Mem. for Names Glr
  • 6. The Use Of Factor Analysis To Classify Abilities Measured By Tests Within-battery factor analysis Information Similarities Vocabulary Comprehension Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Arithmeti Digit Span Coding Verbal Comp. Clique - Gc Per. Organ. Clique - Gv FFD - not really a clique - “ our friends didn’t show”
  • 7. Information Similarities Vocabulary Comprehension Pic. Completion Pic. Arrangement Block Design Obj. Assembly Mazes Arithmetic Gc Gv Calculation Applied Prob. Pict. Vocab. Oral Vocab. Vis. Closure Pict. Recogn. Gq Note: WJ-R tests are indicated by bold rectangles Coding Gs Vis. Matching Cross Out Digit Span Mem. Words Mem. Sent. Gsm The Use Of Factor Analysis To Classify Abilities Measured By Tests Cross-battery factor analysis Incomplete Wds. Sound Blending Anal.-Synth. Conc. Form. Ga Gf Vis.Aud. Lrng Mem. for Names Glr