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  • Intensive Intervention (Part 2): Collecting and Analyzing Data for Data-Based Individualization
Challenge
Initial Thoughts
Perspectives & Resources

What is data-based individualization?

  • 1: Overview of Data-Based Individualization

How can school personnel use data to make instructional decisions?

  • 2: Collecting and Evaluating Data
  • 3: Progress Monitoring
  • 4: Analyzing Progress Monitoring Data
  • 5: Diagnostic Assessment
  • 6: Error Analysis for Reading
  • 7: Error Analysis for Mathematics
  • 8: Making Data-Based Instructional Decisions for Reading
  • 9: Making Data-Based Instructional Decisions for Mathematics

Resources

  • 10: References, Additional Resources, and Credits
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How can school personnel use data to make instructional decisions?

Page 6: Error Analysis for Reading

To conduct an error analysis for students reading at a first- through third-grade instructional level, the teacher typically administers a passage reading fluency (PRF) measure, which is a general indicator of a student’s reading skills. As the student reads aloud for one minute, the teacher records any errors, such as misread words, skipped words, or added words. It is beneficial for the teacher to note the substitution the student used. For example, if the word is “learned” and the student says “listened,” the teacher should note this on the probe.

pdf icon Click here to review an example of a PRF probe on which the teacher has marked Natalia’s errors as well as recorded the substitutions.

 

For Your Information

For some students, the PRF is not the most appropriate progress monitoring measure to administer. For students who have difficulty on a PRF measure (i.e., read 10 words or less correctly), the teacher might want to instead administer a word identification fluency (WIF) measure.

After administering and scoring the progress monitoring measure or work sample, it is important to analyze the types of errors the student makes. One way to do this is to systematically record the errors on a form like the one below, using the following steps.

  1. In the Actual Word column, record the words from the passage that the student read incorrectly.
  2. In the Student’s Response column, the teacher writes what the student actually said.
  3. For each row, decide what type of error(s) the student made and place an “X” in the appropriate box(es).
  4. Review the completed table, noting the type of error(s) that the student consistently made.

In the table below, Natalia’s first three errors have been recorded and categorized.

Error Categories
Actual Word Student Responses Sight word Beginning sounds Ending sounds Short vowels Long vowels Silent e rule Vowel teams Consonant blends Other
snowstorm snowman X
trouble problems X
never not X
Created by the Iowa Department of Education and made available by Doing What Works. Used under a Creative Common License.

For Your Information

The error analysis method described above is only one way to identify and categorize student errors. Alternatively, teachers might consider administering a phonics inventory that consists of nonsense words to help identify word patterns (e.g., vowel-consonant-vowel) with which a student is having difficulty. The National Center on Intensive Intervention offers more information about using a phonics inventory.

Handout: Phonics Inventory

Activity

Using Natalia’s marked probe (the same probe as above), complete the remainder of the table, noting the written word, spoken word, and type of error.

Error Categories
Actual word Student responses Sight word Beginning sounds Ending sounds Short vowels Long vowels Silent e rule Vowel teams Consonant blends Other
snowstorm snowman X
trouble problems X
never not X
Click here for feedback.

Error Categories
Actual word Student responses Sight word Beginning sounds Ending sounds Short vowels Long vowels Silent e rule Vowel teams Consonant blends Other
snowstorm snowman X
trouble problems X
never not X
morning Monday X
turned took X
weather winter X
Maybe Many X
storm snow X
counted colored X
passengers passing X
boy baby X

Based on the data, in most instances when Natalia read a word, she got the initial sound correct but got the end of the word incorrect. An examination of the words she missed suggests that Natalia is guessing at the words based on their initial sounds.

 

Resources for Addressing Reading Skills

After identifying the types of errors a student consistently makes, the teacher should use the data to make instructional adaptations to the student’s reading intervention. The resources below provide information for addressing reading skills.

Meadows Center for Preventing Education Risk logoThe Meadows Center for Preventing Education Risk: Word Study for Students with Learning Disabilities and English Language Learners

Florida Center for Reading ResearchFlorida Center for Reading Research: Sample Lessons for Kindergarten through Third Grade (phonemic awareness, phonics, fluency, vocabulary, comprehension)

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