Showing posts with label Wechsler batteries. Show all posts
Showing posts with label Wechsler batteries. Show all posts

Tuesday, April 08, 2025

Research Byte: Conjectures and refutations in #cognitive ability #structuralvalidity research [with #WISC-V]: Insights from Bayesian structural equation modeling - #schoolpsychology #IQ #intelligence #Wechslers #WISC-V

Conjectures and refutations in cognitive ability structural validity research [with #WISC-V]: Insights from Bayesian structural equation modeling

Click here to view Journal of Psychology of School Psychology source of publication - not open access.

Abstract

The use of Bayesian structural equation modeling (BSEM) provided additional insight into the WISC–V theoretical structure beyond that offered by traditional factor analytic approaches (e.g., exploratory factor analysis and maximum likelihood confirmatory factor analysis) through the specification of all cross loadings and correlated residual terms. The results indicated that a five-factor higher-order model with a correlated residual between the Visual-Spatial and Fluid Reasoning group factors provided a superior fit to the four bifactor model that has been preferred in prior research. There were no other statistically significant correlated residual terms or cross loadings in the measurement model. The results further suggest that the WISC–V ten subtest primary battery readily attains simple structure and its index level scores may be interpreted as suggested in the WISC–V's scoring and interpretive manual. Moreover, BSEM may help to advance IQ theory by providing contemporary intelligence researchers with a novel tool to explore complex interrelationships among cognitive abilities—relationships that traditional structural equation modeling methods may overlook. It can also help attenuate the replication crises in school psychology within the area of cognitive assessment structural validity research through systematic evaluation of complex structural relationships obviating the need for CFA based post hoc specification searches which can be prone to confirmation bias and capitalization on chance.

Wednesday, May 04, 2016

"Intelligent" intelligence testing with the WJ IV Tests of Cognitive Ability #4: Evaluating within-CHC domain test score differences


Recently the following was posted to the CHC listerv.

"While working on an assessment this morning, I found another example of Verbal Attention as a measure of Gwm being discordant from other measures of short-term and working memory: 
18 year old with high functioning autism and LD:
WAIS IV FSIQ = 84; WJ IV GIA = 81
WJ IV Verbal Attn - 91, Story Recall - 91, Vis Aud Learning - 76;
(Gc-73, Gf-94, Gv-121, Ga- 61, Gs-82)
WAIS-IV DSF-3, DSB - 7, DSS - 6, Arith - 4
CTOPP 2 Phonol Memory - 70; Rapid Naming - 52  
Thoughts on the Verbal Attention score of 91?"

A number of members provided some good responses.  I have been working on a response, and this is installment #1.  The rest of the response, which gets into substantive hypotheses about why Verbal Attention may differ from other Gwm test scores, is almost done and will be posted (hopefully) by the end of this week.

I apologize for not continuing my "Intelligent" intelligence testing series...it has been a long time since the last post in that series.  Just busy busy busy.

Enjoy

PS.   By clicking on the "in" icon in the lower right corner of the control pane, one can reach a site to download the slides.  For those who want a crisp clear set of the slides in PDF, click on this link.



Thursday, September 24, 2015

WISC-V expanded index scores: Verbal Expanded Crystallized (Gc) and Expanded Fluid (Gf) index scores and tables

Click on image to enlarge for clearer reading

Somehow I seemed to have missed this development on my research literature monitoring radar.  More comments and a link to the technical report can be found at Joel Schneider's excellent blog.

Monday, June 15, 2015

WAIS-IV Canadian/US norm controversy--all articles for readers to review



I previously provided an FYI post on a hot topic in Canada...claims that the new WAIS-IV Canadian norms were flawed.  There are now three articles outlining the different arguments.  The three articles, published in JPA, can be found here, here, and here.

I continue to not comment on this controversy given my obvious conflict of interest as a coauthor of the competing WJ-IV.

Kevin McGrew

Tuesday, April 07, 2015

Friday, March 20, 2015

Canadian-US IQ "difference/IQ test methdology flaw" reports -- wait a minute.

Recently and article was published in the Journal of Psychoeducational Assessment that raised concerns about the accuracy of the Canadian norms for the Wechsler Adult Intelligence Scale--Fourth Edition (WAIS-IV).  Social media picked up on the story with various attention-getting headlines such as "Common IQ methodology may be flawed" and "Flawed IQ scoring system: Important difference in American, Canadian scoring systems".  The article citation and abstract are below:

  • Harrison, A. G., Holmes, A., Silvestri, R., & Armstrong, I. T. (2015). Implications for Educational Classification and Psychological Diagnoses Using the Wechsler Adult Intelligence Scale–Fourth Edition With Canadian Versus American Norms. Journal of Psychoeducational Assessment, 0734282915573723.
Abstract:  Building on a recent work of Harrison, Armstrong, Harrison, Iverson and Lange which suggested that Wechsler Adult Intelligence Scale–Fourth Edition (WAIS-IV) scores might systematically overestimate the severity of intellectual impairments if Canadian norms are used, the present study examined differences between Canadian and American derived WAIS-IV scores from 861 postsecondary students attending school across the province of Ontario, Canada. This broader data set confirmed a trend whereby individuals’ raw scores systematically produced lower standardized scores through the use of Canadian as opposed to American norms. The differences do not appear to be due to cultural, educational, or population differences, as participants acted as their own controls. The ramifications of utilizing the different norms were examined with regard to psychoeducational assessments and educational placement decisions particularly with respect to the diagnoses of Learning Disability and Intellectual Disability.
I have not studied the Harrison et al. study in depth, but would like to share, with his permission, portions of an email  shared with me by Dr. Larry Weiss, Vice President, Global Research & Development, Pearson Clinical and Talent Assessment (the publisher of the WAIS-IV).  Dr. Weiss and I briefly talked about this controversial paper at the recent NASP conference.
 Dr. Larry Weiss comments ( email 3-18-15 - shared with permission)

"To follow up on our discussion about the Harrison el al. paper, they found that a large percent of Canadian college students obtained scores below the average range on the WAIS-IV FSIQ when using the Canadian norms.  They considered this finding to be highly unexpected for a sample of college students, and questioned the validity of the WAIS-IV Canadian norms.  However, the authors of that study did not adequately take into account that 75% of their sample had clinical diagnoses.   

To demonstrate the impact of clinical status on IQ test scores, my research team drew a sample of American subjects matched to the Harrison sample on clinical status and educational level.  We then scored the American sample on U.S. norms, and found that the percentage obtaining below average FSIQ scores was almost identical to that reported by Harrison et. al. using Canadian norms.  This demonstrates that the Harrison et al. findings are not unique to the Canadian norms, but are due to the mixed clinical status of their sample.  Details of our matched sample analysis will appear in an upcoming issue of the Journal of Psychoeducational Assessment in an article by Miller, Weiss, Beal, Saklofske, Zhu, & Holdnack."

Although I will not comment on the specific WAIS-IV study and methodology in question, I can point out that in a special ASB (ASB #12 Use of the Woodcock-Johnson III NU Tests of Cognitive Abilities and Tests of Achievement with Canadian Populations) where I and others reported the performance of a sample of Canadians on the WJ III NU battery, when the Canadian subjects (who were a randomly selected representative sample--not a largely clinically preselected sample), where matched on critical demographic variables to a sample of US subjects, we found that "while some minor score differences are reported across the two samples, the study findings generally support the use of the U.S.-based WJ III NU norms with Canadian school-age populations."  In other words, when comparable (demographically matched) Canadian and US subjects were compared on the WJ III NU cognitive battery, no significant Canadian-US IQ scores, beyond some minor exceptions, were found.
Readers should wait until the Miller et al. (in press) response paper is released before jumping to any quick conclusions.

[Conflict of interest disclosure:  I am a coauthor of the WJ III and WJ IV, a direct competitor to the Wechsler batteries]

Wednesday, March 04, 2015

Sharing An Examination of the Wechsler Adult Intelligence Scales, Fourth Edition (WAIS-IV) in Individuals with Complicated Mild, Moderate and Severe Traumatic Brain Injury (TBI) via BrowZine

An Examination of the Wechsler Adult Intelligence Scales, Fourth Edition (WAIS-IV) in Individuals with Complicated Mild, Moderate and Severe Traumatic Brain Injury (TBI)
Carlozzi, Noelle E.; Kirsch, Ned L.; Kisala, Pamela A.; Tulsky, David S.
The Clinical Neuropsychologist, Vol. 29 Issue 1 – 2015: 21 - 37

10.1080/13854046.2015.1005677

University of Minnesota Users:
http://login.ezproxy.lib.umn.edu/login?url=http://www.tandfonline.com/doi/abs/10.1080/13854046.2015.1005677

Non-University of Minnesota Users: (Full text may not be available)
http://www.tandfonline.com/doi/abs/10.1080/13854046.2015.1005677

Accessed with BrowZine, supported by University of Minnesota.


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Thursday, July 31, 2014

WJ IV update: WJ IV g-scores (GIA,BIA,Gf-Gc composite) correlations with WISC-IV/WAIS-IV FS and GAI IQ scores

In the WJ IV technical manual (McGrew, LaForte, Schrank, 2014) concurrent validity results are presented for the WJ IV COG with the WISC-IV and WAIS-IV (click here for WJ IV COG overview and select correlation information from tech. manual).

A number of psychologists have asked about correlations between the primary WJ IV COG g-scores and the Wechsler General Ability Index (GAI).  They are not presented in the technical manual.  I have now computed those correlations, as well as a few others with the Wechsler GAI, and they are now part of the SlideShare at the link above and are also reported below.  Click on image to enlarge.


Monday, September 02, 2013

The Wechsler Arithmetic subtest measures quantitative reasoning...another study

A new study on the now "old" WISC-III which still provides insights into the debate regarding what the Wechsler Arithmetic subtest measures. Consistent with research I have coauthored and my analysis of other studies (click here to view), this new study is consistent with the classification of Arithmetic as primarily a measure of quantitative reasoning.

Click on images to enlarge.







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Monday, May 20, 2013

Cluster analysis of the WJ III/WISC-III intelligence tests: OBG post


This is a OBG (oldie but goodie) post that has new updated links

In a prior shameless plug, I briefly summarized the results of a recently published CHC-based confirmatory factor analysis study of a WJ-III/WISC-III cross-battery data set (Phelps, McGrew, Knopik & Ford, 2005). Following a favorite quantoid mantra ("there is more than one way to explore a data set"), I couldn't resist but conduct a more loosey-goosey (sp?) exploratory analysis of the data.

One of my favorite exploratory tools, given the Gv presentation of the multivariate structure of the data, is hierarchical cluster analysis (sometimes referred to as the "poor man's" factor analysis). Without going into detail, I subjected the data set previously described to Ward's clustering algorithm. As a word of caution, it is important to note that cluster analysis will provide neat looking cluster dendograms for random data....so one must be careful not to over-interpret the results. Yet, I find the looser constraints of cluster analysis and, in particular, the continued collapsing of clusters of tests (and lower-order clusters) into ever increasing broad higher-order clusters very thought provoking---the results often suggest different broad (stratum II) or intermediate level strata (as per Carroll's 3-stratum model).

I present the current results "as is" (click here to view or download). Blogsters will need to consult prior posts to glean the necessary pieces of information to interpret the CHC factor codes and names, the abilities measured by the WJ III tests, etc.

To say the least, some interesting hypothesis are suggested. In particular, I continue to be intrigued by the possibility of a higher-order dual cognitive processing model structure (within the CHC taxonomy) --that is, a distinction between automatic vs controlled/deliberate processing

Sunday, January 27, 2013

Research Byte: Which is better measure of intelligence? WAIS-III or WAIS-IV

A new article comparing the changes from the WAIS-III to the WAIS-IV with implications for Atkins cases by Taub and Benson. Below is the abstract. Dr. Taub can be contacted via this link.

A previous IAP AP101 report dealing with WAIS-III/WAIS-IV structural changes is worth reading when reviewing this current article.

 

Friday, September 07, 2012

Historical review of WISC to WISC-IV

This article is an open access article and thus I am providing a link to a copy.

The article helps users understand the various changes that have occurred in this series, changes which may help explain IQ score differences in individuals who may have taken various versions over time.

 

Friday, July 06, 2012

Research byte: WAIS-IV Visual Puzzles study

Click on image to enlarge


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