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Using PSW to Identify SLD
Milton J. Dehn, Ed.D. Winter 2018
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Workshop Information Sources
Essentials of Processing Assessment, 2nd Ed. Psychological Processing Analyzer (PPA) 5.6 Research articles questions to:
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Workshop Topics Processes to assess Processes and academic skills
The PSW approach and Dehn’s PSW Model Processes in Minnesota’s SLD criteria SLD determination Selective, multi-battery testing Identifying processing deficits with the PPA CPPS overview
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The Need for Processing Assessment
Part of a neuropsychological approach Not just for SLD but Autism, ADHD, TBI, etc. Neuroscience has increased our understanding of brain-learning relationships A deficit in a “psychological process” is part of federal and states’ SLD definitions Identification of processing deficits leads to more appropriate & effective interventions
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Additional Reasons for Assessing Psychological Processes
Identify students with SLD more accurately Identify them earlier IQ does not identify SLD very well IQ-Achievement discrepancy may be due to factors other than SLD Helps understand “why” the student struggles with learning
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The “Why” in SLD Learning disabilities have a neurological basis
Understanding the brain basis as to why a student has a learning disability is important Identifying processing deficits helps to answer the why question Assessment that answers some why questions benefits the learner even without placement or interventions
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Working Memory (WM) Example
10% of children have a WM deficit Of those in the bottom 10% percentiles, 80% have significant learning problems A working memory deficit can be used to predict LD with 80% accuracy WM evidence-based interventions Interventions should differ depending on whether SLD is due to a WM deficit
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Processing Assessment and RTI
Both value early identification When RTI fails, a processing deficit is probably the cause Addressing processing deficits makes academic interventions more successful Direct Instruction example Minnesota SLD criteria require processing assessment/weaknesses even when using RTI for SLD idenfication
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What are Psychological Processes?
Brain processes, operations, functions When information is perceived, transformed, manipulated, stored, retrieved, expressed Include the subset of “cognitive” processes Whenever we think, reason, problem-solve Both basic and higher level processes For SLD assessment, focus on processes highly related to academics, regardless of whether they are broad processes or narrow
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Psychological Processes are Not
Not IQ, but they contribute to IQ Not all are broad abilities; some are more specific brain processes that underlie abilities More like aptitudes than abilities; aptitudes are more specific, abilities are more general Not skills; skills and knowledge are the product of processes Dehn’s model does not include social-emotional or crystallized intelligence
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Processes to Assess They are brain-based (neuropsychological)
They are broad and narrow processes Highly related to specific areas of achievement Deficits in these processes “cause” or are highly related with SLD They are observable in the classroom They have evidence-based interventions
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13 Processes for SLD Assessment
Attention (rating scales helpful) Auditory Processing Executive Functions (rating scales helpful) Fine Motor Fluid Reasoning Verbal Long-Term Recall Visual-Spatial Long-Term Recall Oral Language (can use Speech/Lang. scores) Phonological Processing (split from Auditory) Processing Speed Visual-Spatial Processing Verbal Working Memory Visual-Spatial Working Memory
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Human Processing Limitations
Human limitations Which processes does the chimp excel at?
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Attention Types: Selective, focused, divided, sustained
Necessary for learning and memory Attention deficits part of SLD Not necessarily ADHD (not enough symptoms) ADHD is more hyperactive/impulsive Inattentive type is closer to SLD Problem: attentional control & inhibition Control of attention is part of working memory Can use rating scales to assess in this processing model
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Auditory Processing Ability to perceive, analyze, synthesize, and discriminate auditory stimuli, mainly speech Perceiving and comprehending instruction Being able to understand words with background noise Phonological processing involves manipulation of sounds whereas auditory does not. Auditory processing is distinct from oral language in that it auditory is receptive only.
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Executive Functions Self-regulation of cognitive functions and psychological processes There are more than 30 exec processes Effectiveness depends on self-monitoring, self-regulation, and metacognition Has a longer course of development More to do with classroom performance than learning of academic skills
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Fine Motor Related with early academic development Plateaus by age 7
Focus on fine motor control processes, such as motor planning Includes graphomotor skills Sensory scores can be entered under this category as unlisted scores
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Fluid Reasoning Deductive, inductive reasoning, especially with novel materials Closely linked with IQ Has a longer course of development More important for applied academics Needs adequate working memory
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Long-Term Recall Focus on long-term memory processes, not the amount of content stored Close connection with other processes and with academic learning in general Includes encoding, consolidation, storage, and retrieval processes PPA divides into Verbal & Visual-Spatial Verbal a more frequent deficit with SLD
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Oral Language Not the content (vocabulary)
But the oral language & linguistic processes Includes the processing aspect of crystallized intelligence Morphology: manipulation of the meaningful units of speech Syntax: forming phrases and grammatically correct sentences Highly dependent on all types of memory
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Phonological Processing
A narrow ability of auditory processing but is considered a separate process because of its importance for reading Awareness, processing, and manipulation of phonemes, e.g. rhyming, segmentation, blending Phonemic awareness is part of
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Processing Speed How quickly information flows through the processing system; a matter of efficiency Too slow: information lost, process not completed Can slow retrieval Unique in that is not tied to a brain structure(s) as all the other processes are
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Visual-Spatial Processing
The ability to perceive, analyze, synthesize, manipulate and think with visual patterns Includes orthographic processing A strength in most SLD cases Has weak relations with all academics; more of a “threshold” process Consider visual and spatial separately
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Working Memory Processing while retaining information
Includes short-term memory WM is both cognitive and executive WM interfaces with both short and long- term memory In PPA divided into Verbal and Visual- Spatial Verbal is more common weakness with SLD Reference: Essentials of Working Memory
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Specific/Narrow Processes
Processing deficit need not be the entire/broad process Specific/narrow processes can be used Example: Auditory Short-Term Memory deficit when overall verbal working memory is average Digits Forward an 80; Backward a 95 Other auditory STM scores in 70’s and 80’s
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Related Processes Neuropsychological processes work in an integrated fashion Thus, scores on many processes will be similar Some processes are more interrelated than others When a process is low check level of others that are highly related
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Processing Clusters: Executive Functions
Attention Working Memory (both types) Fluid Reasoning
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Processing Clusters: Oral Language
Auditory Processing Verbal Long-Term Recall Phonological Processing Verbal Working Memory
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Processing Clusters: Visual-Motor
Fine motor Visual-spatial processing
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Developmental Groupings
Mature early after gradual development: Auditory Processing Fine Motor Processing Long-Term Recall Phonological Processing Visual-Spatial Processing Child may use different processes depending on age
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Mature Later After Gradual Development
Attention Executive Functions Fluid Reasoning Oral Language Working Memory
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Processing Speed Matures early after rapid development
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Processes and Academic Learning
Psychological processes are like “aptitudes” Relations established through research Flanagan et al., & McGrew WJ research Swanson, Geary, and other research For SLD look for academic area and related psychological processes to both be low See Table PPA uses this table to check consistency
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Research Example: SLD by Processing Subtypes
Visual-Spatial Deficits: Math calculation and math problem solving Processing Speed Deficits: Reading comprehension, written expression Working Memory Deficit: Math calculation, Written expression Attention: Written expression Source: Hain, Hale, Kendorski
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Some Evidence for the SLD-Processing Weaknesses Connection
Meta-Analysis of 32 studies by Johnson et al. (2010) found “moderately large to large effect sizes (many close to one standard deviation of difference) in cognitive processing differences between groups of students with SLD and typically achieving students.” The processes included were: Working memory, short-term memory, phonological processing, processing speed, executive function, and language.”
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The SLD-Processing Connection from Study with the CPPS
LD subjects had significantly higher means on all 11 processes; about 1.5 SD difference Link
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Processing and SLD The more processing deficits related to a specific academic skill, the greater the learning challenges and the greater the risk of SLD The more processing deficits, the more severe the SLD The more severe the processing deficit(s), more likely to be more than one SLD
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Federal Regulations: Origin of PSW
IDEIA 2004 Federal Regulations define SLD as “a disorder in one or more of the basic psychological processes” First method: IQ-Achievement Discrepancy Second method: RTI The third method allowed for SLD identification using “alternative research-based procedures” PSW goes under the third method
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PSW Assessment for SLD The “third method” allows the use of a “pattern of strengths and weaknesses” (PSW) in achievement, cognitive abilities, or psychological processes Assumption: a neurologically-based processing weakness underlies or “causes” learning disabilities (Hale & Fiorello, 2004) The occurrence of significant intra-individual processing weaknesses indicates SLD
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The PSW Triangle (Naglieri)
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The PSW Triangle Significant discrepancy among processing strengths and weaknesses Significant discrepancy among achievement strengths and weaknesses Consistency between related processing weaknesses and related achievement weaknesses (they both have low scores)
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Process Scores Allowed in Dehn’s Model
The 13 processes Rating scales are included Achievement-like scores such as verbal, crystallized intelligence (Gc), vocabulary are excluded from processes Some subtests are re-classified based on the their primary task demands
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Why Not Crystallized Intelligence
This is not a CHC model Gc is mostly the acquired knowledge, not a direct measure of processing Vocabulary and knowledge are not processes Gc language processes under Oral Language Gc is a good predictor of all types of achievement because it is achievement Gc deficit is a result, not cause of SLD Omitting it reduces concerns about cultural and linguistic differences
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Expert Consensus Supporting Dehn’s Model
Neurologically-based deficits underlie SLD There’s no SLD if there’s no processing deficit Some processes highly related with academic skills Processing deficits related to academic deficits SLD have average or near average cognitive ability Weakness should be normative & intra-individual Weakness: statistically significant and unusual PSW doesn’t mean there is a learning disability.
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Dehn’s SLD Criteria Using PSW
Link Which of these are similar to criteria you use now? Which of these are different from what you are using now?
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MN SLD Basic Psychological Processing Requirement
The information processing condition may be manifested by behaviors such as inadequate: acquisition of information; organization; planning and sequencing; working memory, including verbal, visual, or spatial; visual and auditory processing, speed of processing; verbal and nonverbal expression; transfer of information; and motor control for written tasks. Note it says “such as”
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Match With Minnesota Criteria
Dehn’s Model Attention Auditory Processing Executive Functions Fine Motor Fluid Reasoning Long-Term Recall Oral Language Phonological Processing Processing Speed Visual-Spatial Processing Working Memory Minnesota Criteria Acquisition Auditory processing Organization/planning Motor control Nonverbal expression Verbal expression Speed of processing Visual processing Visual-spatial & verbal working memory
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Processing Assessment Challenges
Connecting to academic concerns Interrelated processes Not all are found in one convenient battery Selecting appropriate measures Doing it efficiently Linking with interventions SLD vs Global Learning Disability Analyzing data
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Processing Assessment Components
History Interviews Observations Standardized testing Analyzing data for PSW Checking results with PSW and SLD criteria
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Observations An observed behavior is often due to more than one process Look for several problematic behaviors that go with a specific process List is on CD in Essentials of Processing, 2nd Ed book See link
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Interviews Get interviewee’s hypotheses regarding the cause of the learning difficulty Directly address the possibility of processing problems See examples
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Multi-Battery, Selective Testing
Start with batteries you have Try to limit number of supplemental batteries Avoid redundancies Tests should be normed about the same time Only selected subtests administered Two subtests or a composite score is best May include rating scales Use multi-battery analysis procedures
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Multi-Battery, Selective Testing
Test all processes important for academics with most attention to an in-depth assessment of hypothesized weaknesses Pick composites first Use your selective testing table Link Or, tables in PPA Manual Link
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Psychological Processing Analyzer (PPA) Overview
Is PSW software that does a statistical analysis of processing and achievement scores and compares the two (all 3 sides of the PSW triangle) Is a download to your computer Individual purchases/use Site licenses for 5 years; unlimited use; free updates See sample report
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Hypothesis Testing Approach
Given academic deficiency, what are the most likely processing deficits Link It’s “why” the child has a learning problem Include non-processes Must collect assessment data to “test” hypotheses Try to avoid “confirmatory bias” We all have weaknesses and strengths
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Planning a Processing Assessment
Assess most major processes, especially those hypothesized to be deficits Do not need to test areas that are clearly strengths Use the CPPS rating scale to reduce need to test Identify academic deficiencies Generate processing deficit hypotheses based on relations with academics Decide on assessment method Select tests and subtests, not entire batteries
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Planning a Processing Assessment
Completing the processing assessment planner Consider concern; look at academic relations table; hypothesize which processes involved Consider non-processing hypotheses Fill in all processes tested by primary scale Find other scales to cover remaining processes See Partially Completed Example
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Case Study Risk Factors
Blood clot in umbilical cord Abusive father; stressful home environment ADHD Speech/language delay and disorder
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Six-Year Old Case Study Concerns
Learning colors, letters, and numbers Inconsistent performance Recognizing and generating rhyming words Reading difficulties Doesn’t remember directions Difficulty getting started on a task Word retrieval problems Math learning difficulties
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Case Study WJ III Achievement Scores
Basic Reading Skills 84 Math Calculation 89 Written Expression 79
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Planning Practice Complete planner using case study; begin by generating processing deficit hypotheses and non-processing hypotheses Then select batteries to use and some subtests or composites if known
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Case Study Results See PPA Analysis Results (see Summary Table)
Intra-Individual Weaknesses in Attention, Executive Functions, Verbal Long-Term Recall, Oral Language, Verbal Working Memory Strengths in Phonological and Visual-Spatial Weakness hypotheses not supported: Phonological and Visual-Spatial
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Does Case Study Meet PSW Criteria?
There is at least one intra-individual weakness There is at least one strength The intra-individual weaknesses are statistically significant The scores used for diagnosis are unitary The weaknesses relate to the deficient skills There is consistency between the process and eligible related achievement scores
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Case Study Consistency Pairs
Basic Reading Skills (84) Oral Language Verbal Long-Term Recall Verbal Working Memory Written Expression (79) Attention Executive Functions Case study’s primary disability surprise
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Psychological Processing Analyzer (PPA) 5.6.1
Is PSW software that does a statistical analysis of processing and achievement scores and compares the two (all 3 sides of the PSW triangle) Is a download to your computer Individual purchases/use Site licenses for 5 years; unlimited use; free updates
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Processes Included in the Psychological Processing Analyzer (PPA)
Attention Auditory Processing Executive Functions Fine Motor Fluid Reasoning Verbal Long-Term Recall Visual-Spatial Long-Term Recall Oral Language Phonological Processing Processing Speed Visual-Spatial Processing Verbal Working Memory Visual-Spatial Working Memory
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Achievement/SLD Areas Included in the PPA
Basic Reading Skills Reading Fluency Reading Comprehension Math Calculation Math Problem Solving Written Expression Oral Expression Listening Comprehension
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Using the PPA 5.0 Select and administer tests for processes Link
No minimum number of processes required Enter scaled scores, T-scores, standard scores Program transforms scores to standard scores Four scores, composites or subtests can be entered for each process and achievement area Option of entering unlisted composites & subtests IQ can be used as predictor
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Two Kinds of Weaknesses/Strengths
Normative weakness: It is below the average range (below 85) Normative strength: It is 115 or above Set PPA average range at Intra-Individual Ss an Ws Determined statistically by PPA .05 level of significance is recommended Use .01 to document severity or reduce concern that this discrepancy is common (base rate) Use Intra-Individual Ws for SLD determination
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Normative Weakness Options
Can select the average range Will apply to all entries Options: 90-109 85-114 80-119 This will determine what is identified as normative weaknesses and also the deficits
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Deficits and Assets Normative weakness + intra-individual weakness = deficit and two strengths = asset Three reasons for deficit emphasis Both weaknesses together is statistically rare A deficit indicates an underlying neurological impairment Students with both kinds of weaknesses really need special ed. A deficit tells you how severe the SLD is, but no need to use this for criteria purposes Use Intra-Individual S/W for SLD determination
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When to Use IQ Instead of Mean of the Process Scores
Okay to use IQ as predictor because it has high correlations with most processes Is technically more appropriate because it has known reliability and SEM Use when only weak processes tested Use when only a few processes tested Use when a legal challenge is anticipated Do not use when processes pull down IQ IQ is not used in the Achievement PSW section of PPA
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Composites vs Subtests
Official composite scores preferred over subtest scores because composite scores have higher reliability coefficients Best when SLD PSW decisions based on at least two subtests for that area Clinical composites are computed by PPA when official composites not available Reliability coefficient is then the average of the subtest reliability coefficients
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PPA Composites and Subtests
Does not include all composites and subtests in each battery Composite and subtests are limited to those that primarily are measuring that process Some are re-classified based on the primary demands of the task Crystallized intelligence excluded
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Some Subtests are Classified Differently Through Task Analysis
No such thing as “pure” subtest measure Consider definition of the process Consider factor analytic information What is the primary process being measured by the subtest? (not just input or output) Which primary process allows the examinee to successfully complete the task What the task is typically used to measure
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Entering Unlisted Scores
Can be for IQ/Cognitive composite predictor or processing and achievement scores If a composite, type it in uppercase Must know the reliability coefficient and enter it Three listed scores can be combined with it
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Non-Unitary Scores When standard score difference is greater than 20 points The inconsistency indicates that the average score does represent the overall ability/skill well Why: Something different is being measured or something is different about the task Investigate further with more testing Could be a more specific/narrow weakness SLD determination should not be based on a non- unitary score
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Checking Pairs for Significance
Pairwise comparisons of process scores is not diagnostic but provides more details and intervention ideas Only logically connected process pairs included A greater discrepancy is required for significance between pairs (.01 level) Achievement and Process pairs are diagnostic Only related pairs included The “no’s” are diagnostic “No” means they are not significantly different and therefore consistent
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Processing-Achievement Consistency
When the process score and achievement score are consistent, this is evidence that the processing weakness is causing the achievement deficiency When process score significantly higher than achievement, something other than the process is causing the achievement deficiency When the process score is significantly weaker than the achievement, the student is overachieving or other strong processes are being used to compensate (it still counts as a weakness)
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SLD Eligible Achievement Areas
Select criterion of <85 or <90 An eligible achievement area needs a supporting (related) intra-individual processing weakness that is consistent with the eligible achievement area Only eligible pairs are listed in the PPA narrative and the Consistent Achievement-Process Scores table
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Saving the Scores and Report
Reports can be saved and then edited later Will be saved to a PPA Reports file in your Document folder You can only open saved reports through the PPA program
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Main PPA Equations Converts all scores (except raw scores) to standard scores with a mean of 100/SD of 15 .01 or .05 level of significance Difference formulas based on reliability coefficients of composites/subtests Regression toward the mean Predicted score based on mean of other 10 Non-unitary scores are flagged Checks processes and achievement for consistency using difference formula
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PPA 5.6.1 Demo: First Screen Windows 10 – Set Display Scaling at 125%
Download Manual from Help menu Under Edit, set Preferences Select level, range, and criterion Select Mean or IQ as predictor Unlisted cognitive score may be entered Reliability coefficient needed
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PPA 5.6.1 Demo: Entering Scores
Unlisted test entry option only under first drop down menu of the 4 Up to 4 composites or subtests; can’t mix within a process area T-Score differences: Positive or Negative Can use arrows to advance through screens Click calculate button after all entries If changing any scores or criteria or levels, click calculate again
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PPA Report Results tables, graphs, and a narrative
Pairwise comparisons also provided All PPA results transfer to Word except long- detailed results tables (covered by Summary tables that transfer) See sample report
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Using Rating Scales for Processing Assessment
Processing deficits are manifested through behaviors Behavior ratings can be used to reliably and validly assess processing abilities Research: rating scales just as valid if not more so for some processes than direct testing Examples: BRIEF & Executive Function Scales Also, the new CPPS NU
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Children’s Psychological Processes Scale Normative Update (CPPS NU)
Standardized teacher rating scale Ages to 121 items across 11 subscales Entirely online, internet-web based Online administration time of 15 minutes Online scoring and report Author: Milton Dehn; published by Schoolhouse Educational Services, 2012 Measurement Consultant: Kevin McGrew
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CPPS NU Standardization
1,321 subjects 128 communities in >30 states Heavy sampling in California All data collected online Demographics match U.S. Census well Norms: 5 age groups (5-6; 7-8; 9-10; 11-12; ) Included children with disabilities
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CPPS NU Processes Attention Auditory Processing Executive Functions
Fine Motor Fluid Reasoning Long-Term Recall Oral Language Phonological Processing Processing Speed Visual-Spatial Processing Working Memory
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Main Uses of the CPPS NU To identify psychological (cognitive) processing weaknesses in SLD evaluations Can be used as in PPA analysis Covers processes not directly tested Progress monitoring Screening Ideal for African-American assessments
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The CPPS Identifies Children with SLD
The CPPS has high classification accuracy in regards to LD 37 LD subjects compared with matched controls Using CPPS GPA cutoff of 60 had 92% classification accuracy across 74 subjects Brief Demo
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Using Assessment Results to Plan an Intervention
Select deficits and intra-individual weaknesses for intervention Normative weaknesses also appropriate Consider related processing weaknesses Consider executive and WM limitations Prioritize Individualize and differentiate
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Conclusions About PSW Approach
Supported by neuroscience and neuropsychology and educational research Identifies why there is an achievement deficiency An approved method that is consistent with federal and state criteria Can be done efficiently Can be done statistically
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Discussion How has this workshop information changed your view of processing weaknesses and their relationship with SLDs? How might you change how you do this type of assessment?
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