Sunday, August 07, 2005

CHC theories and models - clarification note

I'm often asked to explain how Cattell-Horn Gf-Gc and Carroll's Three-Stratum "theories" can be subsumed under a single theoretical umbrella....aka...CHC (Cattell-Horn-Caroll) Theory.

I've typically responded by indicating that CHC theory is the broad umbrella term for the most empirically supported psychometric structural theory of intelligence, and Cattell-Horn and Carroll simply have two different "flavors" of frameworks (models) for organizing and explaining the underlying structural elements. Stated more simply....CHC theory is the broad umbrella term that subsumes these two promient models.

I just ran across a quote that, I believe, supports my arm-chair distinction between the related concepts of a theory and a model. Below is a small section from the introduction of the following article. I think it supports the idea of a broad CHC theory under which there are two prominent specifications/organizations of the primary elements of the theory....aka, the Cattell-Horn and the Carroll models. I hope this helps.

Karr, C. A., & Larson, L. M. (2005). Use of theory-driven research in counseling: Investigating three counseling psychology journals from 1990 to 1999. Counseling Psychologist, 33(3), 299-326.

  • "The definition of theory used for this study was “a general principle formulated to explain a group of related phenomena” (Chaplin, 1985, p. 467). For the purposes of this study, a model was construed as “a description of the assumed structure of a set of observations” (Everitt &Wykes, 1999, p. 119). Although similar, the former utilizes a general tenet to explain related interactions, while the latter describes the expected observable interactions in more detail. By definition, theories and models are similar in function and scope. Forster (2000) stated that the best way to distinguish theories and models is to discuss each in conjunction with predictive hypotheses. In his conceptualization, the three are hierarchically arranged, with “theories at the most general level, models applied to concrete systems in the middle, and predictive hypotheses at the lowest level, which result from fitting models to data” (Forster, 2000, p. 233). He emphasized that “the essential point of this tripartite distinction is that predictive accuracy is a property of predictive hypotheses at the very bottom of the hierarchy, and is traded-off against the truth at the next level up—the level of models” (Forster, 2000, p. 233). In this way, both theories1 and models are tested by the utilization of tailored predictive hypotheses" (p. 300).

Friday, August 05, 2005

Humor break - Gf and Go

Coming out of the closet - looking forward to MN winter

I apologize to those who have been checking my blog with regularity the past month. I've NOT been able to post with any regularity. Frankly, summers seem to make me less productive. Yep...I'm willing to come out of the closet and admit that I, a Minnesota native for all but 2 years of my life, look forward to winters...........Because I can then FINALLY attend to all that scholarly stuff I've been wanting to do...analyze data and read journal articles on cold nights.

Yep...I must admit that despite the usual moaning and groaning about Minnesota winters, I find a silver lining to the cold and dark nights............time to get caught up on everything...Including this blog.

Seriously, I've now put "blog" on my MS Outlook calendar as a daily event.....to remind myself to nurture this pet project with more diligence. I will try hard.

Saturday, July 23, 2005

CHC Theory: Historical context and introduction presentations

It was time to do some hard drive cleaning.

Over the past decade I have developed a variety of Cattell-Horn-Carroll (CHC) PowerPoint presentations. They have proliferated like rabbits, often only being a few slides different. This past week I decided it was time to clean house and develop a nice, clean, crisp and smaller set. These are meant to be introductory presentations to share with others.

The results are posted at the links below. By clicking on each link (regular click to view; right click to download) you will be granted access to PDF viewable copies of the two CHC modules....with two slides per page.

When I can get around to it (shortly, I hope), I will also post the actual PPT slides for download, either at this blog or at my web page.

Feedback is welcomed. Enjoy. Spread the word.

Keywords: CHC teaching tool PPT

Friday, July 22, 2005

Humor break - Glr

Keywords: CHC teaching tool humor Glr

Tuesday, July 19, 2005

Humor break - Grw

Keywords: CHC teaching tool humor Grw

Sunday, July 17, 2005

Humor break - Ga

Keywords: CHC teaching tool humor Ga

Friday, July 15, 2005

CHC study of WJ-R and DAS in preschool sample

Tusing, M. B., & Ford, L. (2004). Examining preschool cognitive abilities using a CHC framework. International Journal of Testing, 4(2), 91-114.


Abstract

  • Although there has been a substantial growth in the number of published studies examining tests of cognitive abilities and using contemporary theories of cognitive abilities, to date none have done so with preschool cognitive tests. In this study the relation between cognitive ability measures for young children and Cattell–Horn–Carroll (CHC) theory is examined. Tests and subtests from the Differential Ability Scales: Upper Preschool Level and the Woodcock–Johnson Tests of Cognitive Ability–Revised with a sample of 158 children between 4 and 5 years of age were used in a series of joint factor analyses. Although a series of models were explored, the model representative of the CHC theory of cognitive abilities was best supported by the data. This provides evidence for a greater differentiation of young children’s cognitive abilities than are typically interpreted. Results are discussed with regard to understanding the link between contemporary theories of intelligence and young children’s cognitive abilities, as well as implications for intellectual assessment practices with young children.

Additional comments (by study authors) in discussion section
  • "The notion that young children's cognitive abilities are best conceptualized as dichotomous is dismissed."
  • "In this study, five broad ability factors were reliably identified: Gc intelligence, Glr, Gsm, Ga, and a fifth factor that we originally referred to as nonverbal ability."
  • "Evidence for the differentiation of the Gy factor represented in Carroll's three-stratum theory into two distinct broad abilities (Glr and Gsm) and the identification of visual-memory as a narrow ability under Gv provide further support for McGrew and Flanagan's (McGrew, 1997; McGrew & Flanagan, 1998) integration of three-stratum theory and Gf--Gc theory into CHC theory."
  • "Two broad ability factors thought to be represented by the subtests included in this study did not significantly distinguish themselves in this sample, namely, Gf and Gq. It is possible that these broad ability factors are not able to be distinguishedcfrom other broad abilities with samples of young children, as their loadingscon the broad ability factor with which they were identified were significant.cHowever, failure to identify the specific broad abilities of Gf and Gq is more likely due to a lack of additional tasks measuring the same abilities."

Humor break - Gv


Humor break - Gf



Wednesday, July 13, 2005

Longitudinal child development research program - ALSPAC

While skimming a journal article that presented the results of a longitudinal investigation of the consequences of poor phonological awareness (Ga) abilities (at age 5 - follow-up at age 8), I discovered that the investigators were part of a larger systematic longitudinal child development research program that might be worth monitoring.

Below is a description from the The Avon Longitudinal Study of Parents and Children (ALSPAC) [also known as 'Children of the 90s'] web page. As stated on their page, ALSPAC is:

  • "aimed at identifying ways in which to optimise the health and development of children..Our main goal is to understand the ways in which the physical and social environment interact, over time, with the genetic inheritance to affect the child's health, behaviour and development."
A review of published/unpublished reports suggests that these have been a busy group of researchers.

With regard to the article mentioned above, the formal citation, followed by the abstract, is presented below:
  • Gathercole, S. E., Tiffany, C., Briscoe, J., & Thorn, A. (2005). Developmental consequences of poor phonological short-term memory function in childhood: a longitudinal study. Journal of Child Psychology and Psychiatry, 46(6), 598-611.
Abstract
  • Background: A longitudinal study investigated the cognitive skills and scholastic attainments at 8 years of age of children selected on the basis of poor phonological loop skills at 5 years. Methods: Children with low and average performance at 5 years were tested three years later on measures of working memory, phonological awareness, vocabulary, language, reading, and number skill. Results: Two subgroups of children with poor early performance on phonological memory tests were identified. In one subgroup, the poor phonological memory skills persisted at 8 years. These children performed at comparable levels to the control group on measures of vocabulary, language and mathematics. They scored more poorly on literacy assessments, but this deficit was associated with group differences in comp