A Misuse of IQ Scores: Using the Dual Discrepancy/Consistency Model for Identifying Specific Learning Disabilities.

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The purpose of this article is to describe the origins of patterns of strengths and weaknesses (PSW) methods for identifying specific learning disabilities (SLD) and to provide a comprehensive review of the assumptions and evidence supporting the most commonly-used PSW method in the United States: Dual Discrepancy/Consistency (DD/C). Given their use in determining whether students have access to special education and related services, it is important that any method used to identify SLD have supporting evidence. A review of the DD/C evidence indicates it cannot currently be classified as an evidence-based method for identifying individuals with a SLD. We show that the DD/C method is unsound for three major reasons: (a) it requires test scores have properties that they fundamentally lack, (b) lack of experimental utility evidence supporting its use, and (c) evidence supporting the inability of the method to identify SLD accurately.

Highlights

  • The study of intelligence and education have long been intertwined.1 The first widely used IQ test, created by Alfred Binet [1], was developed to be used within elementary schools to identify students who had an intellectual disability

  • We described the dual discrepancy/consistency (DD/C) method for identifying an specific learning disabilities (SLD)

  • patterns of strengths and weaknesses (PSW) methods in general, and DD/C methods in particular, are often described by their proponents as something new and revolutionary, this is not the case. These methods have been articulated in the professional literature for decades and prominent assessment scholars regard them as a reissuing of cognitive profile analysis that have long been regarded as problematic [118]

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The study of intelligence and education have long been intertwined. The first widely used IQ test, created by Alfred Binet [1], was developed to be used within elementary schools to identify students who had an intellectual disability. The novelty of the Wechsler–Bellevue was that all the subtests were scaled so that they had the same mean and standard deviation Did this allow clinicians to use IQ tests to examine delays in intellectual development, but it allowed clinicians to use them to diagnose other forms of psychopathology (e.g., schizophrenia, bipolar disorder) [4]. Such diagnoses were made predicated on the idea that intelligence is best understood as a group of multiple, functionally independent attributes whose development is relatively uniform.

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ReferencesShowing 10 of 85 papers
  • Cite Count Icon 157
  • 10.2307/1511299
On Babies and Bathwater: Addressing the Problems of Identification of Learning Disabilities
  • Aug 1, 2002
  • Learning Disability Quarterly
  • Thomas E Scruggs + 1 more

  • Open Access Icon
  • Cite Count Icon 28
  • 10.1093/arclin/acw104
Let's Not Do Away with Comprehensive Cognitive Assessments Just Yet.
  • Dec 19, 2016
  • Archives of Clinical Neuropsychology
  • W Joel Schneider + 1 more

  • Cite Count Icon 436
  • 10.2307/747729
Discrepancy Definitions of Reading Disability: Has Intelligence Led Us Astray?
  • Jan 1, 1991
  • Reading Research Quarterly
  • Keith E Stanovich

  • Cite Count Icon 35
  • 10.1002/9781119095910
Psychological Science Under Scrutiny
  • Feb 3, 2017
  • Scott O Lilienfeld + 1 more

  • Cite Count Icon 74
  • 10.1207/s15327752jpa8502_05
What If There Were No Psychometrics?: Constructs, Complexity, and Measurement
  • Oct 1, 2005
  • Journal of Personality Assessment
  • Paul Barrett

  • Cite Count Icon 16
  • 10.1037/h0070345
Some fallacies underlying the use of psychological "tests."
  • Jan 1, 1928
  • Psychological Review
  • H M Johnson

  • Cite Count Icon 258
  • 10.1177/002221940003300303
What Definitions of Learning Disability Say and Don't Say
  • May 1, 2000
  • Journal of Learning Disabilities
  • Kenneth A Kavale + 1 more

  • Cite Count Icon 145
  • 10.1016/j.jsp.2018.12.004
Test use and assessment practices of school psychologists in the United States: Findings from the 2017 National Survey
  • Dec 30, 2018
  • Journal of School Psychology
  • Nicholas F Benson + 5 more

  • Open Access Icon
  • PDF Download Icon
  • Cite Count Icon 622
  • 10.3389/fpsyg.2012.00001
Attentional routes to conscious perception.
  • Jan 1, 2012
  • Frontiers in Psychology
  • Ana B Chica + 1 more

  • Cite Count Icon 75
  • 10.1177/001440291307900200
Does Cognitively Focused Instruction Improve the Academic Performance of Low-Achieving Students?
  • Jan 1, 2013
  • Exceptional Children
  • Devin M Kearns + 1 more

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Dual discrepancy/consistency pattern of strengths and weaknesses method of specific learning disability identification: Classification accuracy when combining clinical judgment with assessment data
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  • Journal of School Psychology
  • Kathrin E Maki + 2 more

Dual discrepancy/consistency pattern of strengths and weaknesses method of specific learning disability identification: Classification accuracy when combining clinical judgment with assessment data

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L’analyse du profil dans le WISC-V : une pratique fondée sur les preuves ?
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L’analyse du profil dans le WISC-V : une pratique fondée sur les preuves ?

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  • Cite Count Icon 1
  • 10.1177/09731342241248423
Critical Review of Use of Medical Versus Social Model for Identification of Learning Disabilities
  • May 22, 2024
  • Journal of Indian Association for Child and Adolescent Mental Health
  • Geetika Kapoor + 1 more

The process of identification of specific learning disability (SLD), in India, is dominated by the medical model with strong emphasis on an IQ score of 85 and above, as an important inclusion criterion. In addition, there is minimal emphasis on tracking learning history for quality interventions. Only parent reports that they have been teaching the child and child’s attendance of a formal school since the beginning of their scholastic journey are taken as indicators that the child has been taught the foundational skills of reading, writing, and maths but has failed to show mastery. The focus of the research paper is to critically review the medical model and social model to be able to make suggestions of best fit. The perspective is to be able to look at learning disability from the point of functionality and bring forth the options that can assist specific cases of scholastic underachievement. The present paper outlines the problems with following the IQ score driven, medical model while addressing an educational problem. Further, suggestions are made toward creating a social, problem-solving approach toward identification of SLD that will focus more on teaching toward closing of scholastic lags and identification of specific needs and supports that learners need to successfully complete their schooling, with confidence and pride.

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  • Cite Count Icon 5
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Would, early, versus late hydroxocobalamin dose intensification treatment, prevent cognitive decline, macular degeneration and ocular disease, in 5 patients with early-onset cblC deficiency?
  • Aug 11, 2023
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Would, early, versus late hydroxocobalamin dose intensification treatment, prevent cognitive decline, macular degeneration and ocular disease, in 5 patients with early-onset cblC deficiency?

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Research studies on dyslexia: participant inclusion and exclusion criteria
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  • European Journal of Special Needs Education
  • João A Lopes + 3 more

ABSTRACT Dyslexia is a term widely used to describe reading characterised by problems with the fluent and accurate letter or word recognition. Nevertheless, there is no consensus about the definition, origin, and diagnosis of dyslexia and the term is often used very differently by researchers and practitioners. In many cases, research findings are employed by clinicians in ways that are misleading and potentially counterproductive. The present study takes the form of an examination of participant samples included in studies of dyslexia (n = 800) over 20 years (2000–2019). The findings show that (1) researchers use a wide range of inclusion and exclusion criteria; that (2) IQ-reading achievement discrepancy is the most common inclusion criterion for dyslexia samples; (3) studies typically compare dyslexic samples to normal controls but not to other poor readers; (4) dyslexia seems to be employed as a catch-all term for poor readers in general, not as a term to define a specific type of poor reader. Finally, (5) dyslexia studies are very rarely published in educational journals.

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A Systematic Review of the PSW Diagnostic Accuracy Evidence for SLD Identification: Is It Time to Abandon PSW?
  • Jun 17, 2024
  • School Psychology Review
  • Stefan C Dombrowski + 2 more

Procedures for identifying specific learning disabilities (SLD) have been controversial, if not contentious, for many decades. Over this period, researchers and policymakers have sought to replace the IQ-achievement discrepancy (IAD) method, the original method used to identify SLD, with alternative research-based approaches. Patterns of strengths and weaknesses (PSW) is advocated as overcoming the limitations of the IAD method, is allowed under federal special education regulations, and has been adopted by at least 14 states. Questions remain, however, regarding whether PSW is evidence-based as an identification procedure. This study sought to understand the evidentiary basis of PSW for SLD identification through a systematic review of the diagnostic accuracy evidence. Review results showed that PSW identifies SLD at the level of chance (e.g., a coin flip) regardless of PSW method used, instrument employed, and whether real or simulated data are used. The evidence to date suggests that PSW may not be worth the time or effort for SLD identification, and therefore, psychologists are encouraged to consider alternative SLD identification methods. Impact Statement This study reviews the diagnostic accuracy research surrounding patterns of strengths and weaknesses (PSW) for specific learning disabilities (SLD) identification. The results indicated that no matter what PSW method is used, the procedure is only about as accurate as a coin flip when used to identify SLD. School districts and school psychology practitioners should look to alternative procedures to PSW when seeking a method for SLD identification.

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  • Cite Count Icon 12
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Dimensional Evaluation of Cognitive Measures: Methodological Confounds and Theoretical Concerns
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The current study provides a methodological review of studies supporting a general factor of intelligence as the primary model for contemporary measures of cognitive abilities. A further evaluation is provided by an empirical evaluation that compares statistical estimates using different approaches in a large sample of children (ages 9–13 years, N = 780) administered a comprehensive battery of cognitive measures. Results from this study demonstrate the ramifications of using the bifactor and Schmid–Leiman (BF/SL) technique and suggest that using BF/SL methods limit interpretation of cognitive abilities to only a general factor. The inadvertent use of BF/SL methods is demonstrated to impact both model dimensionality and variance estimates for specific measures. As demonstrated in this study, conclusions from both exploratory and confirmatory studies using BF/SL methods are significantly questioned, especially for studies with a questionable theoretical basis. Guidelines for the interpretation of cognitive test scores in applied practice are discussed.

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Learning Disabilities
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Learning Disabilities

  • Research Article
  • Cite Count Icon 7
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Cognitive correlates of borderline intellectual functioning in borderline personality disorder
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The effect of measurement error on the positive predictive value of PSW methods for SLD identification: How buffer zones dispel the illusion of inaccuracy
  • Jan 10, 2024
  • Journal of school psychology
  • W Joel Schneider + 3 more

The effect of measurement error on the positive predictive value of PSW methods for SLD identification: How buffer zones dispel the illusion of inaccuracy

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  • Feb 1, 1992
  • Pediatrics

Approximately 10% of young persons between the ages of 6 and 17 years receive special education and related services.1 An additional 750 000 neonates each year may have or be at risk for having developmental disabilities.2 Therefore, pediatricians have many patients who have disabling conditions or are at risk for them. Federal legislation requires each child identified as having a disability to have a written plan of service: an Individual Education Plan (IEP) for children aged 3 through 21 years or an Individual Family Service Plan (IFSP) for children aged birth through 2 years. The pediatrician is in a unique position to be involved in planning and providing care for both groups of children. BACKGROUND The Individual Education Plan In 1975 Congress passed Public Law 94-142, the Education for All Handicapped Children Act, as an educational bill of rights to guarantee handicapped children a free and appropriate education. The law required that identification, diagnosis, education, and related services be provided for children 5 to 18 years of age. In 1977, the age range was extended to include children aged 3 to 21 years, with services for children aged 3 to 5 years remaining optional. Not only were these services to be provided, but states also were encouraged to seek out children who had not been served previously. Conditions eligible under Public Law 94-142 include mental retardation, hearing deficiencies, speech and language impairments, specific learning disabilities, visual handicaps, emotional disturbances, orthopedic impairments, and a variety of other medical conditions categorized as "other health impaired."

  • Research Article
  • Cite Count Icon 16
  • 10.1002/aur.2517
Who gains and who loses? Sociodemographic disparities in access to special education services among autistic students.
  • Apr 26, 2021
  • Autism Research
  • Alexandra Sturm + 2 more

Little is known about differences in the allocation of special education services to students with autism compared with students with other primary learning differences (e.g., intellectual disability [ID], specific learning disability [SLD]) and the comparative impact of sociodemographic factors on special education service receipt. The present study aimed to compare allocation of services (i.e., quantity and types) between students eligible for special education services under autism, SLD and ID, and to identify differences in sociodemographic predictors (e.g., race, neighborhood income) of service allocation. Data were culled from special education administrative records from a large urban, primarily Hispanic, Latino, or Spanish-serving school district from academic years 2011-2012 to 2016-2017. Participants included N=76,428 students (Nautism =18,151, NSLD =54,001, NID =4,276) ages 2-18. Results showed that autistic students received, on average, more services than students with SLD. Services received by students served under autism and SLD eligibility were more congruent with areas of need (e.g., language, occupational therapy) relative to students served under ID. Student-level socioeconomic status (free and reduced lunch) was more positively predictive of the number of special education services received than the neighborhood income of the school the student attended. Finally, the most significant racial disparities in service allocation were observed among students served under autism eligibility. The present study demonstrates the critical role of economic resources in the quantity and types of services received, and the desirability of a public education for well-resourced families who are possibly best situated to navigate special education services. LAY SUMMARY: An eligibility of autism in special education confers a significant advantage in the number of services a student receives. Disparity in the quantity of special education services exists among autistic students across many sociodemographic factors. Most notably, greater allocation of services to non-Hispanic, Latino, or Spanish, White American, European American, or Middle Eastern American students and students who do not receive free and reduced lunch.

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