Phonological Awareness Literacy Screening (PALS)
PALS for Kindergarten

Summary

The Phonological Awareness Literacy Screening (PALS) is a criterion-referenced screening, diagnostic, and progress monitoring tool. PALS consists of two instruments (PALS-K and PALS 1-3) that measure young children’s knowledge of important literacy fundamentals: phonological awareness, alphabet awareness, letter sound knowledge, spelling, concept of word, word recognition in isolation, and oral passage reading. The major purpose of PALS is to identify students who may be at risk for reading difficulties and who need intensive literacy intervention beyond what is provided to typically developing readers. The second purpose of PALS is to provide teachers with explicit diagnostic information about what students know and need to know about the fundamental components of literacy that may be used to target instruction to meet students’ needs. The third purpose of PALS is to monitor students’ progress and determine the effectiveness of instruction or intervention PALS-K PALS-K measures kindergarten students’ knowledge of phonological awareness and early literacy skills. The phonological awareness component of PALS–K instrument is a measure of a young child’s ability to identify rhyme units and isolate beginning sounds. The literacy skills component of PALS-K measures a young child’s knowledge of alphabet recognition, letter sounds, phoneme-grapheme correspondences, concept of word, and word recognition.

Where to Obtain:
Developer: Invernizzi Publisher: VA Department of Education & the University of Virginia
pals@virginia.edu
UVA/PALS PO Box 800785, Charlottesville, VA 22908-8785
888-UVA-PALS
pals.virginia.edu
Initial Cost:
$5.50 per student
Replacement Cost:
Contact vendor for pricing details.
Included in Cost:
ADDITIONAL COST INFO: *It is free for all teachers/students in public schools in VA K-3 and all children in PreK with state funding. Pricing below reflects IO Education/Illuminate pricing for all schools outside of VA or private schools in VA 5.50/child for an annual basic license; minimal of 20 licenses or 7.25/student license for “Premier” which includes access to PD resources such as webinars etc.; minimal 20 licenses. Shipping costs for one-time student materials/binders Materials include an Introduction and Overview, an Administration and Scoring Guide, teacher materials, student materials, information regarding interpreting PALS-K results, and a PALS-K Technical Reference.
Large Print is available, as is, information on using the PALS-K assessment with students who have disabilities that require a non-standard approach to administering the assessment.
Training Requirements:
Less than 1 hr of training
Qualified Administrators:
No minimum qualifications specified.
Access to Technical Support:
Options include email & phone technical & literacy support, data analytics, online self-paced literacy courses, monthly topical webinars, personalized PD, online PD modules & online PD
Assessment Format:
  • Direct: Computerized
  • One-to-one
Scoring Time:
  • Scoring is automatic OR
  • 0 minutes per student
Scores Generated:
  • Developmental benchmarks
  • Developmental cut points
  • Composite scores
  • Subscale/subtest scores
  • Other: item level responses
Administration Time:
  • 20 minutes per student
Scoring Method:
  • Manually (by hand)
  • Automatically (computer-scored)
Technology Requirements:
Accommodations:
Large Print is available, as is, information on using the PALS-K assessment with students who have disabilities that require a non-standard approach to administering the assessment.

Descriptive Information

Please provide a description of your tool:
The Phonological Awareness Literacy Screening (PALS) is a criterion-referenced screening, diagnostic, and progress monitoring tool. PALS consists of two instruments (PALS-K and PALS 1-3) that measure young children’s knowledge of important literacy fundamentals: phonological awareness, alphabet awareness, letter sound knowledge, spelling, concept of word, word recognition in isolation, and oral passage reading. The major purpose of PALS is to identify students who may be at risk for reading difficulties and who need intensive literacy intervention beyond what is provided to typically developing readers. The second purpose of PALS is to provide teachers with explicit diagnostic information about what students know and need to know about the fundamental components of literacy that may be used to target instruction to meet students’ needs. The third purpose of PALS is to monitor students’ progress and determine the effectiveness of instruction or intervention PALS-K PALS-K measures kindergarten students’ knowledge of phonological awareness and early literacy skills. The phonological awareness component of PALS–K instrument is a measure of a young child’s ability to identify rhyme units and isolate beginning sounds. The literacy skills component of PALS-K measures a young child’s knowledge of alphabet recognition, letter sounds, phoneme-grapheme correspondences, concept of word, and word recognition.
The tool is intended for use with the following grade(s).
not selected Preschool / Pre - kindergarten
selected Kindergarten
not selected First grade
not selected Second grade
not selected Third grade
not selected Fourth grade
not selected Fifth grade
not selected Sixth grade
not selected Seventh grade
not selected Eighth grade
not selected Ninth grade
not selected Tenth grade
not selected Eleventh grade
not selected Twelfth grade

The tool is intended for use with the following age(s).
not selected 0-4 years old
selected 5 years old
not selected 6 years old
not selected 7 years old
not selected 8 years old
not selected 9 years old
not selected 10 years old
not selected 11 years old
not selected 12 years old
not selected 13 years old
not selected 14 years old
not selected 15 years old
not selected 16 years old
not selected 17 years old
not selected 18 years old

The tool is intended for use with the following student populations.
not selected Students in general education
not selected Students with disabilities
not selected English language learners

ACADEMIC ONLY: What skills does the tool screen?

Reading
Phonological processing:
not selected RAN
not selected Memory
selected Awareness
selected Letter sound correspondence
selected Phonics
not selected Structural analysis

Word ID
not selected Accuracy
not selected Speed

Nonword
not selected Accuracy
not selected Speed

Spelling
not selected Accuracy
not selected Speed

Passage
selected Accuracy
not selected Speed

Reading comprehension:
not selected Multiple choice questions
not selected Cloze
not selected Constructed Response
not selected Retell
not selected Maze
not selected Sentence verification
not selected Other (please describe):


Listening comprehension:
not selected Multiple choice questions
not selected Cloze
not selected Constructed Response
not selected Retell
not selected Maze
not selected Sentence verification
not selected Vocabulary
not selected Expressive
not selected Receptive

Mathematics
Global Indicator of Math Competence
not selected Accuracy
not selected Speed
not selected Multiple Choice
not selected Constructed Response

Early Numeracy
not selected Accuracy
not selected Speed
not selected Multiple Choice
not selected Constructed Response

Mathematics Concepts
not selected Accuracy
not selected Speed
not selected Multiple Choice
not selected Constructed Response

Mathematics Computation
not selected Accuracy
not selected Speed
not selected Multiple Choice
not selected Constructed Response

Mathematic Application
not selected Accuracy
not selected Speed
not selected Multiple Choice
not selected Constructed Response

Fractions/Decimals
not selected Accuracy
not selected Speed
not selected Multiple Choice
not selected Constructed Response

Algebra
not selected Accuracy
not selected Speed
not selected Multiple Choice
not selected Constructed Response

Geometry
not selected Accuracy
not selected Speed
not selected Multiple Choice
not selected Constructed Response

not selected Other (please describe):

Please describe specific domain, skills or subtests:
BEHAVIOR ONLY: Which category of behaviors does your tool target?


BEHAVIOR ONLY: Please identify which broad domain(s)/construct(s) are measured by your tool and define each sub-domain or sub-construct.

Acquisition and Cost Information

Where to obtain:
Email Address
pals@virginia.edu
Address
UVA/PALS PO Box 800785, Charlottesville, VA 22908-8785
Phone Number
888-UVA-PALS
Website
pals.virginia.edu
Initial cost for implementing program:
Cost
$5.50
Unit of cost
student
Replacement cost per unit for subsequent use:
Cost
Unit of cost
Duration of license
Additional cost information:
Describe basic pricing plan and structure of the tool. Provide information on what is included in the published tool, as well as what is not included but required for implementation.
ADDITIONAL COST INFO: *It is free for all teachers/students in public schools in VA K-3 and all children in PreK with state funding. Pricing below reflects IO Education/Illuminate pricing for all schools outside of VA or private schools in VA 5.50/child for an annual basic license; minimal of 20 licenses or 7.25/student license for “Premier” which includes access to PD resources such as webinars etc.; minimal 20 licenses. Shipping costs for one-time student materials/binders Materials include an Introduction and Overview, an Administration and Scoring Guide, teacher materials, student materials, information regarding interpreting PALS-K results, and a PALS-K Technical Reference.
Provide information about special accommodations for students with disabilities.
Large Print is available, as is, information on using the PALS-K assessment with students who have disabilities that require a non-standard approach to administering the assessment.

Administration

BEHAVIOR ONLY: What type of administrator is your tool designed for?
not selected General education teacher
not selected Special education teacher
not selected Parent
not selected Child
not selected External observer
not selected Other
If other, please specify:

What is the administration setting?
not selected Direct observation
not selected Rating scale
not selected Checklist
not selected Performance measure
not selected Questionnaire
selected Direct: Computerized
selected One-to-one
not selected Other
If other, please specify:

Does the tool require technology?
No

If yes, what technology is required to implement your tool? (Select all that apply)
not selected Computer or tablet
not selected Internet connection
not selected Other technology (please specify)

If your program requires additional technology not listed above, please describe the required technology and the extent to which it is combined with teacher small-group instruction/intervention:

What is the administration context?
selected Individual
selected Small group   If small group, n=
not selected Large group   If large group, n=
not selected Computer-administered
not selected Other
If other, please specify:

What is the administration time?
Time in minutes
20
per (student/group/other unit)
student

Additional scoring time:
Time in minutes
0
per (student/group/other unit)
student

ACADEMIC ONLY: What are the discontinue rules?
selected No discontinue rules provided
not selected Basals
not selected Ceilings
not selected Other
If other, please specify:


Are norms available?
No
Are benchmarks available?
Yes
If yes, how many benchmarks per year?
2
If yes, for which months are benchmarks available?
Fall & Spring
BEHAVIOR ONLY: Can students be rated concurrently by one administrator?
If yes, how many students can be rated concurrently?

Training & Scoring

Training

Is training for the administrator required?
Yes
Describe the time required for administrator training, if applicable:
Less than 1 hr of training
Please describe the minimum qualifications an administrator must possess.
selected No minimum qualifications
Are training manuals and materials available?
Yes
Are training manuals/materials field-tested?
Yes
Are training manuals/materials included in cost of tools?
Yes
If No, please describe training costs:
Can users obtain ongoing professional and technical support?
Yes
If Yes, please describe how users can obtain support:
Options include email & phone technical & literacy support, data analytics, online self-paced literacy courses, monthly topical webinars, personalized PD, online PD modules & online PD

Scoring

How are scores calculated?
selected Manually (by hand)
selected Automatically (computer-scored)
not selected Other
If other, please specify:

Do you provide basis for calculating performance level scores?
Yes
What is the basis for calculating performance level and percentile scores?
not selected Age norms
not selected Grade norms
not selected Classwide norms
not selected Schoolwide norms
not selected Stanines
not selected Normal curve equivalents

What types of performance level scores are available?
not selected Raw score
not selected Standard score
not selected Percentile score
not selected Grade equivalents
not selected IRT-based score
not selected Age equivalents
not selected Stanines
not selected Normal curve equivalents
selected Developmental benchmarks
selected Developmental cut points
not selected Equated
not selected Probability
not selected Lexile score
not selected Error analysis
selected Composite scores
selected Subscale/subtest scores
selected Other
If other, please specify:
item level responses

Does your tool include decision rules?
Yes
If yes, please describe.
If a child is below the threshold on the Rhyme Awareness or Beginning Sounds subtasks the teacher administers these individually (standard administration is a group of 5 or less) and then takes that score for the final score
Can you provide evidence in support of multiple decision rules?
No
If yes, please describe.
This decision rule has been in place since the creation of the test and the technical manual provides evidence of strong test-retest reliability (p. 26, Table 11 of the technical manual) as well as strong inter-rater reliability (Table 14 of the technical manual).
Please describe the scoring structure. Provide relevant details such as the scoring format, the number of items overall, the number of items per subscale, what the cluster/composite score comprises, and how raw scores are calculated.
There are criterion reference scores, not standard scores. Age and grade-based performance as well as expert review panels set the criterion reference scores. The cluster/composite score is called the sum score. In Kindergarten this is the raw total of the subtests (Rhyme Awareness, Beginning Sounds, Alphabet Recognition, Spelling, Letter Sounds, Concept of Word: Word List)
Describe the tool’s approach to screening, samples (if applicable), and/or test format, including steps taken to ensure that it is appropriate for use with culturally and linguistically diverse populations and students with disabilities.
The PALS K approach to screening is grounded in literacy developmental theory. Briefly, a substantial research base has suggested key foundational literacy skills that are most important to later reading success and that also help identify children most likely to experience subsequent difficulties with reading achievement. Robust predictors are related to print and alphabet, phonological awareness, as well as tasks that require their integration, such as invented spelling and concept of word in text. The PALS- K examines each of these subdomains in depth through individual tasks, as well as examines overall performance through a summed score. Students demonstrate their skills in each domain to their classroom teacher, who administers PALS in the classroom (after reading the PALS Administration and Scoring Guide and watching online training modules). The performance-based tasks do not have a time limit; they are administered in a combination of 1:1 and small group. For the small group tasks (rhyme and beginning sounds) teachers provide children an opportunity to take that test 1:1 should they fall below expectations in a small group setting. Each task contains a criterion score or benchmark for a minimal level of competency. The benchmarks change from fall to spring. Cultural diversity was addressed in the development of PALS tasks and items, during which process external reviewers were asked to examine all PALS materials and items with an eye toward potential bias. Our reliability analyses, including differential item functioning (DIFF) have been disaggregated by gender, race/ethnicity, SES and even geographical regions for years, as described in the attached Technical Reference and in this application. All of PALS K has been used as the statewide literacy screener for the Commonwealth of Virginia since 1997-1998.

Technical Standards

Classification Accuracy & Cross-Validation Summary

Grade Kindergarten
Classification Accuracy Fall Data unavailable
Classification Accuracy Winter Data unavailable
Classification Accuracy Spring Partially convincing evidence
Legend
Full BubbleConvincing evidence
Half BubblePartially convincing evidence
Empty BubbleUnconvincing evidence
Null BubbleData unavailable
dDisaggregated data available

MAP

Classification Accuracy

Select time of year
Describe the criterion (outcome) measure(s) including the degree to which it/they is/are independent from the screening measure.
MAP DESCRIPTION: The MAP is a widely used computer-adaptive test of reading, language arts, and math. Analyses for this application used the reading MAP scores as a criterion/outcome measure and this measure has appeared as a screening tool in reading (like PALS) on the tools chart from the Center on Response to Intervention and also appears on the new chart within the National Center for Intensive Intervention. The reading test in K is designed to align to Common Core state standards and many state learning standards and provides an overall scaled score (RIT score), a percentile rank, and a lexile range. We use the scaled score in our analyses. The MAP test focuses broadly on reading, measuring individual foundational skills. It is designed to measure a child’s general ability in reading text, print concepts, vocabulary, phonemic awareness, listening, and writing. Subtest scores are not available. We focused on the relation of the percentiles of children’s performance based on PALS sum scores and MAP scaled scores.
Do the classification accuracy analyses examine concurrent and/or predictive classification?

Describe when screening and criterion measures were administered and provide a justification for why the method(s) you chose (concurrent and/or predictive) is/are appropriate for your tool.
Describe how the classification analyses were performed and cut-points determined. Describe how the cut points align with students at-risk. Please indicate which groups were contrasted in your analyses (e.g., low risk students versus high risk students, low risk students versus moderate risk students).
We used the established cutoffs based on the 20th percentile for outcome measures as well as PALS sum scores. Classifications were based on simple 2 x 2 analyses of risk status on both measures. All classification analyses were performed in R version 3.5.1 “Feather Spray” using the ‘pROC’, ‘caret’, and ‘EvaluationMeasures’ packages.
Were the children in the study/studies involved in an intervention in addition to typical classroom instruction between the screening measure and outcome assessment?
Yes
If yes, please describe the intervention, what children received the intervention, and how they were chosen.
Children scoring below the PALS benchmarks are designated to receive an additional 2.5 hours of intensive literacy intervention per week until the next screening window, as per an early reading policy initiative originating in the Commonwealth of Virginia. Intervention is to be based on strengths and needs identified through the PALS screening. At subsequent screening windows, children’s performance relative to PALS benchmarks determines whether they continue to receive this additional dose of literacy instruction.

Cross-Validation

Has a cross-validation study been conducted?
Yes
If yes,
Select time of year.
Describe the criterion (outcome) measure(s) including the degree to which it/they is/are independent from the screening measure.
MAP DESCRIPTION: The MAP is a widely used computer-adaptive test of reading, language arts, and math. Analyses for this application used the reading MAP scores as a criterion/outcome measure and this measure has appeared as a screening tool in reading (like PALS) on the tools chart from the Center on Response to Intervention and also appears on the new chart within the National Center for Intensive Intervention. The reading test in K is designed to align to Common Core state standards and many state learning standards and provides an overall scaled score (RIT score), a percentile rank, and a lexile range. We use the scaled score in our analyses. The MAP test focuses broadly on reading, measuring individual foundational skills. It is designed to measure a child’s general ability in reading text, print concepts, vocabulary, phonemic awareness, listening, and writing. Subtest scores are not available. We focused on the relation of the percentiles of children’s performance based on PALS sum scores and MAP scaled scores.
Do the cross-validation analyses examine concurrent and/or predictive classification?

Describe when screening and criterion measures were administered and provide a justification for why the method(s) you chose (concurrent and/or predictive) is/are appropriate for your tool.
Describe how the cross-validation analyses were performed and cut-points determined. Describe how the cut points align with students at-risk. Please indicate which groups were contrasted in your analyses (e.g., low risk students versus high risk students, low risk students versus moderate risk students).
We used the established cutoffs based on the 20th percentile for outcome measures as well as PALS sum scores. Classifications were based on simple 2 x 2 analyses of risk status on both measures. All classification analyses were performed in R version 3.5.1 “Feather Spray” using the ‘pROC’, ‘caret’, and ‘EvaluationMeasures’ packages.
Were the children in the study/studies involved in an intervention in addition to typical classroom instruction between the screening measure and outcome assessment?
Yes
If yes, please describe the intervention, what children received the intervention, and how they were chosen.
Children scoring below the PALS benchmarks are designated to receive an additional 2.5 hours of intensive literacy intervention per week until the next screening window, as per an early reading policy initiative originating in the Commonwealth of Virginia. Intervention is to be based on strengths and needs identified through the PALS screening. At subsequent screening windows, children’s performance relative to PALS benchmarks determines whether they continue to receive this additional dose of literacy instruction.

Istation Indicators of Progress (ISIP) Reading

Classification Accuracy

Select time of year
Describe the criterion (outcome) measure(s) including the degree to which it/they is/are independent from the screening measure.
iSTATION DESCRIPTION: Istation Indicators of Progress (the formative assessment series) for Reading in kindergarten are individually given computer adaptive tests with national norms that examine foundational skills in early literacy related to Listening Comprehension, letter knowledge, vocabulary, phonemic awareness. The total score allows children to have a Lexile equivalent score, percentile rank, grade equivalency, and also places children in a 1-3 categorical ‘priority’ group. This measure is entirely separate from the PALS but is based on a similar theoretical basis of early foundational skills in reading. The PALS test has specific overlap with iStation in its assessment of letter knowledge and phonemic awareness. The PALS additionally tests for spelling, concept of word, letter sound knowledge, and phonological awareness. It does not directly assess vocabulary or listening comprehension. However, given the strong correlation among oral and written language skills in the early grades (K), both iStation and PALS are seen to be screeners of early reading foundational skills and are expected to function similarly in the field. We focused on the relation of the percentiles of children’s performance based on PALS sum scores and iStation Lexile scores.
Do the classification accuracy analyses examine concurrent and/or predictive classification?

Describe when screening and criterion measures were administered and provide a justification for why the method(s) you chose (concurrent and/or predictive) is/are appropriate for your tool.
Describe how the classification analyses were performed and cut-points determined. Describe how the cut points align with students at-risk. Please indicate which groups were contrasted in your analyses (e.g., low risk students versus high risk students, low risk students versus moderate risk students).
We used the established cutoffs based on the 20th percentile for outcome measures as well as PALS sum scores. Classifications were based on simple 2 x 2 analyses of risk status on both measures. All classification analyses were performed in R version 3.5.1 “Feather Spray” using the ‘pROC’, ‘caret’, and ‘EvaluationMeasures’ packages.
Were the children in the study/studies involved in an intervention in addition to typical classroom instruction between the screening measure and outcome assessment?
Yes
If yes, please describe the intervention, what children received the intervention, and how they were chosen.
Children scoring below the PALS benchmarks are designated to receive an additional 2.5 hours of intensive literacy intervention per week until the next screening window, as per an early reading policy initiative originating in the Commonwealth of Virginia. Intervention is to be based on strengths and needs identified through the PALS screening. At subsequent screening windows, children’s performance relative to PALS benchmarks determines whether they continue to receive this additional dose of literacy instruction.

Cross-Validation

Has a cross-validation study been conducted?
Yes
If yes,
Select time of year.
Describe the criterion (outcome) measure(s) including the degree to which it/they is/are independent from the screening measure.
iSTATION DESCRIPTION: Istation Indicators of Progress (the formative assessment series) for Reading in kindergarten are individually given computer adaptive tests with national norms that examine foundational skills in early literacy related to Listening Comprehension, letter knowledge, vocabulary, phonemic awareness. The total score allows children to have a Lexile equivalent score, percentile rank, grade equivalency, and also places children in a 1-3 categorical ‘priority’ group. This measure is entirely separate from the PALS but is based on a similar theoretical basis of early foundational skills in reading. The PALS test has specific overlap with iStation in its assessment of letter knowledge and phonemic awareness. The PALS additionally tests for spelling, concept of word, letter sound knowledge, and phonological awareness. It does not directly assess vocabulary or listening comprehension. However, given the strong correlation among oral and written language skills in the early grades (K), both iStation and PALS are seen to be screeners of early reading foundational skills and are expected to function similarly in the field. We focused on the relation of the percentiles of children’s performance based on PALS sum scores and iStation Lexile scores.
Do the cross-validation analyses examine concurrent and/or predictive classification?

Describe when screening and criterion measures were administered and provide a justification for why the method(s) you chose (concurrent and/or predictive) is/are appropriate for your tool.
Describe how the cross-validation analyses were performed and cut-points determined. Describe how the cut points align with students at-risk. Please indicate which groups were contrasted in your analyses (e.g., low risk students versus high risk students, low risk students versus moderate risk students).
We used the established cutoffs based on the 20th percentile for outcome measures as well as PALS sum scores. Classifications were based on simple 2 x 2 analyses of risk status on both measures. All classification analyses were performed in R version 3.5.1 “Feather Spray” using the ‘pROC’, ‘caret’, and ‘EvaluationMeasures’ packages.
Were the children in the study/studies involved in an intervention in addition to typical classroom instruction between the screening measure and outcome assessment?
Yes
If yes, please describe the intervention, what children received the intervention, and how they were chosen.
Children scoring below the PALS benchmarks are designated to receive an additional 2.5 hours of intensive literacy intervention per week until the next screening window, as per an early reading policy initiative originating in the Commonwealth of Virginia. Intervention is to be based on strengths and needs identified through the PALS screening. At subsequent screening windows, children’s performance relative to PALS benchmarks determines whether they continue to receive this additional dose of literacy instruction.

Classification Accuracy - Spring

Evidence Kindergarten Kindergarten
Criterion measure MAP Istation Indicators of Progress (ISIP) Reading
Cut Points - Percentile rank on criterion measure 20 20
Cut Points - Performance score on criterion measure CO Students: 149 / WI Students: 150 194.35
Cut Points - Corresponding performance score (numeric) on screener measure 90 90
Classification Data - True Positive (a)
Classification Data - False Positive (b)
Classification Data - False Negative (c)
Classification Data - True Negative (d)
Area Under the Curve (AUC) 0.74 0.74
AUC Estimate’s 95% Confidence Interval: Lower Bound 0.72 0.72
AUC Estimate’s 95% Confidence Interval: Upper Bound 0.76 0.76
Statistics Kindergarten Kindergarten
Base Rate
Overall Classification Rate
Sensitivity
Specificity
False Positive Rate
False Negative Rate
Positive Predictive Power
Negative Predictive Power
Sample Kindergarten Kindergarten
Date Spring Spring
Sample Size
Geographic Representation East North Central (WI)
Mountain (CO)
South Atlantic (VA)
Male    
Female    
Other    
Gender Unknown    
White, Non-Hispanic    
Black, Non-Hispanic    
Hispanic    
Asian/Pacific Islander    
American Indian/Alaska Native    
Other    
Race / Ethnicity Unknown    
Low SES    
IEP or diagnosed disability    
English Language Learner    

Cross-Validation - Spring

Evidence Kindergarten Kindergarten
Criterion measure MAP Istation Indicators of Progress (ISIP) Reading
Cut Points - Percentile rank on criterion measure 20 20
Cut Points - Performance score on criterion measure CO Students: 149 / WI Students: 150 194.35
Cut Points - Corresponding performance score (numeric) on screener measure 90 90
Classification Data - True Positive (a)
Classification Data - False Positive (b)
Classification Data - False Negative (c)
Classification Data - True Negative (d)
Area Under the Curve (AUC) 0.71 0.71
AUC Estimate’s 95% Confidence Interval: Lower Bound 0.69 0.69
AUC Estimate’s 95% Confidence Interval: Upper Bound 0.72 0.72
Statistics Kindergarten Kindergarten
Base Rate
Overall Classification Rate
Sensitivity
Specificity
False Positive Rate
False Negative Rate
Positive Predictive Power
Negative Predictive Power
Sample Kindergarten Kindergarten
Date Spring Spring
Sample Size
Geographic Representation East North Central (WI)
Mountain (CO)
South Atlantic (VA)
Male    
Female    
Other    
Gender Unknown    
White, Non-Hispanic    
Black, Non-Hispanic    
Hispanic    
Asian/Pacific Islander    
American Indian/Alaska Native    
Other    
Race / Ethnicity Unknown    
Low SES    
IEP or diagnosed disability    
English Language Learner    

Reliability

Grade Kindergarten
Rating Convincing evidence d
Legend
Full BubbleConvincing evidence
Half BubblePartially convincing evidence
Empty BubbleUnconvincing evidence
Null BubbleData unavailable
dDisaggregated data available
*Offer a justification for each type of reliability reported, given the type and purpose of the tool.
The first reliability estimate is coefficient alpha. It is appropriate because of the use of task scores when making instructional decisions. The confidence interval for coefficient alpha is based on Felt’s derivation of the sampling distribution of coefficient alpha. The second type of reliability estimate is Pearson correlation coefficients between raters’ subtask scores. It is appropriate to determine that two scorers can reach nearly the same score while observing the same child. Test-retest reliability is the correlation between the same child’s scores on the test when administered at different points in time. Test-retest reliability is crucial in determining stability over time.
*Describe the sample(s), including size and characteristics, for each reliability analysis conducted.
For PALS-K, the coefficient alphas are based on a sample of 114,686 Kindergarten students in the Commonwealth of Virginia. The percentage of males (52%) and females (48%) was similar. The percentage of white (51% and non-white students (49%) was also similar. About 11% were ESL students. Inter-rater reliabilities were calculated from studies conducted in Fall 1997 and Spring 1999. One person administered the PALS-K subtasks while a second person observed and scored at the same time. Test-retest reliability were calculated from the Fall of 2002 sample of 473 students. Students were tested a second time no more than two weeks from the first administration.
*Describe the analysis procedures for each reported type of reliability.
For the coefficient alphas, the analysis procedures involved subsetting the data for each subgroup and computing coefficient alpha and its confidence interval. For inter-rater reliabilities, the scores from the two raters were correlated (Table 14 in the PALS K Technical Manual). Test-retest reliabilities were calculated using the Pearson correlation between the two administrations (Table 11 in the PALS K Technical Manual).

*In the table(s) below, report the results of the reliability analyses described above (e.g., internal consistency or inter-rater reliability coefficients).

Type of Subgroup Informant Age / Grade Test or Criterion n Median Coefficient 95% Confidence Interval
Lower Bound
95% Confidence Interval
Upper Bound
Results from other forms of reliability analysis not compatible with above table format:
Manual cites other published reliability studies:
No
Provide citations for additional published studies.
Do you have reliability data that are disaggregated by gender, race/ethnicity, or other subgroups (e.g., English language learners, students with disabilities)?
Yes

If yes, fill in data for each subgroup with disaggregated reliability data.

Type of Subgroup Informant Age / Grade Test or Criterion n Median Coefficient 95% Confidence Interval
Lower Bound
95% Confidence Interval
Upper Bound
Results from other forms of reliability analysis not compatible with above table format:
Additional disaggregated data is available from the Center upon request.
Manual cites other published reliability studies:
No
Provide citations for additional published studies.

Validity

Grade Kindergarten
Rating Convincing evidence
Legend
Full BubbleConvincing evidence
Half BubblePartially convincing evidence
Empty BubbleUnconvincing evidence
Null BubbleData unavailable
dDisaggregated data available
*Describe each criterion measure used and explain why each measure is appropriate, given the type and purpose of the tool.
Stanford Achievement Test, developed by Pearson, is a set of standardized achievement tests used by school districts in the United States and in American schools abroad for assessing children from kindergarten through high school.
*Describe the sample(s), including size and characteristics, for each validity analysis conducted.
The analysis relating PALS-K to the Stanford Achievement Test is based on 78 males and 69 female kindergartners (11.6% Black or African American; 82.3% White; 4.8% Hispanic; 1.4% Other) from two schools in Virginia (1 rural, 1 suburban). 4.1% were ESL students and 6.8% received special education services (Developmental Delay, 2%; Speech & Language, 4.8%)
*Describe the analysis procedures for each reported type of validity.
Correlation between Fall PALS-K Summed Score and Stanford-9 Total reading scaled score.

*In the table below, report the results of the validity analyses described above (e.g., concurrent or predictive validity, evidence based on response processes, evidence based on internal structure, evidence based on relations to other variables, and/or evidence based on consequences of testing), and the criterion measures.

Type of Subgroup Informant Age / Grade Test or Criterion n Median Coefficient 95% Confidence Interval
Lower Bound
95% Confidence Interval
Upper Bound
Results from other forms of validity analysis not compatible with above table format:
1) “Exploratory factor analysis revealed a theoretically defensible measurement structure that was found to replicate in a randomly selected hold-out sample when examined through the lens of confirmatory factor analytic methods. Multigroup latent variable comparisons between Spanish-speaking English-language learners (ELLS) and non-ELL students largely demonstrated the PALS-K to yield configural and metric invariance with respect to associations between subtests and latent dimensions.” (Huang & Konold, 2014) 2) Construct Validity - As one piece of evidence in support of the construct validity of PALS-K, we conduct Principal Component Analyses on the tasks that make up the PALS-K Summed Score each year, based on statewide data. These analyses consistently yield a single factor (eigenvalue greater than 1.0) that accounts for approximately two-thirds of the variance (.65 in Spring 2008) in these data. 3) Content Validity - The content validity is supported by the process of item development (described in the Technical Reference, Section III, pp. 11 – 19). The guiding principles underlying this process were that (a) tasks and items were a representative sample of tasks from other early literacy screening instruments, (b) items had a history of use in phonological awareness and early literacy research, and (c) items were aligned with Virginia’s Standards of Learning for English (Reading). Each of these principles was further supported by the process of review by an Advisory Panel of literacy professionals from across Virginia, and by an External Review Panel, which consisted of nationally recognized experts in the field of reading, communication sciences, or psychology.
Manual cites other published reliability studies:
Yes
Provide citations for additional published studies.
1) Huang, F. L., & Konold, T. R. (2014). A latent variable investigation of the Phonological Awareness Literacy Screening-Kindergarten assessment: Construct identification and multigroup comparisons between Spanish-speaking English-language learners (ELLs) and non-ELL students. Language Testing, 31(2), 205-221. 2) Invernizzi, M., Robey, R., & Moon, T. (1999). Phonological Awareness Literacy Screening (PALS) 1997-1998: Description of sample, first-year results, task analyses, and revisions. Technical manual and report prepared for the Virginia Department of Education. Charlottesville, VA: University Printing Services.
Describe the degree to which the provided data support the validity of the tool.
Do you have validity data that are disaggregated by gender, race/ethnicity, or other subgroups (e.g., English language learners, students with disabilities)?
No

If yes, fill in data for each subgroup with disaggregated validity data.

Type of Subgroup Informant Age / Grade Test or Criterion n Median Coefficient 95% Confidence Interval
Lower Bound
95% Confidence Interval
Upper Bound
Results from other forms of validity analysis not compatible with above table format:
Manual cites other published reliability studies:
No
Provide citations for additional published studies.

Bias Analysis

Grade Kindergarten
Rating Yes
Have you conducted additional analyses related to the extent to which your tool is or is not biased against subgroups (e.g., race/ethnicity, gender, socioeconomic status, students with disabilities, English language learners)? Examples might include Differential Item Functioning (DIF) or invariance testing in multiple-group confirmatory factor models.
Yes
If yes,
a. Describe the method used to determine the presence or absence of bias:
We used the Mantel-Haenszel procedure to test for differential item functioning (DIF). We combined this hypothesis testing procedures with the common-odds ratio effect size to determine the practical significance of DIF. We followed the ETS classification criteria of A, B, C to indicate no, moderate, and large amount of DIF
b. Describe the subgroups for which bias analyses were conducted:
Identified/Not Identified (for intensive intervention) (see Table 16, p. 33 of Technical Reference); White/Non-White (see table below; ESL/Non-ESL (see table below); Male/Female (see table below)
c. Describe the results of the bias analyses conducted, including data and interpretative statements. Include magnitude of effect (if available) if bias has been identified.
see doc attached in validity section

Data Collection Practices

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