Is "Response/No Response" Too Simple a Notion for RTI Frameworks? Exploring Multiple Response Types With Latent Profile Analysis

J Learn Disabil. 2020 Nov/Dec;53(6):454-468. doi: 10.1177/0022219420931818. Epub 2020 Jul 4.

Abstract

We conducted a secondary analysis of data from a randomized control trial to explore this question: Does "response/no response" best characterize students' reactions to a generally efficacious first-grade reading program, or is a more nuanced characterization necessary? Data were collected on 265 at-risk readers' word reading prior to and immediately following program implementation in first grade and in spring of second grade. Pretreatment data were also obtained on domain-specific skills (letter knowledge, decoding, passage comprehension, language) and domain-general skills (working memory, non-verbal reasoning). Latent profile analysis of word reading across the three time points with controls as a local norm revealed a strongly responsive group (n = 45) with mean word-reading z scores of 0.25, 1.64, and 1.26 at the three time points, respectively; a mildly responsive group (n = 109), z scores = 0.30, 0.47, and 0.55; a mildly non-responsive group (n = 90), z scores = -0.11, -0.15, and -0.55; and a strongly non-responsive group (n = 21), z scores = -1.24, -1.26, and -1.57. The two responsive groups had stronger pretreatment letter knowledge and passage comprehension than the two non-responsive groups. The mildly non-responsive group demonstrated better pretreatment passage comprehension than the strongly non-responsive group. No domain-general skill distinguished the four groups. Findings suggest response to early reading intervention was more complicated than response/no response, and pretreatment reading comprehension was an important predictor of response even with pretreatment word reading controlled.

Keywords: RTI; at-risk readers; domain-specific and domain-general skills; latent profile analysis; reading comprehension.

Publication types

  • Randomized Controlled Trial
  • Research Support, N.I.H., Extramural

MeSH terms

  • Child
  • Comprehension*
  • Dyslexia / rehabilitation*
  • Education, Special*
  • Educational Measurement* / methods
  • Educational Measurement* / standards
  • Educational Measurement* / statistics & numerical data
  • Female
  • Humans
  • Language Tests
  • Male
  • Neuropsychological Tests
  • Outcome Assessment, Health Care* / methods
  • Outcome Assessment, Health Care* / standards
  • Outcome Assessment, Health Care* / statistics & numerical data
  • Reading*
  • Risk