Abstract

This study investigates intraindividual variability (IIV) in curriculum-based measurements of writing (CBM-W) among primary school children. Inspired by the idea that such fluctuations may not only represent measurement error but also warrant description in relation to writing performance and development, the study examines patterns of IIV in this context. Data were collected from 345 children (51.6% female) in Grades 3–6 in Switzerland (mean age 10;5), including both monolinguals and multilinguals learning German. Students produced 10 writing samples at two time points (fall, spring), scored for correct writing sequences. The coefficient of variation quantified IIV at both times. Results show that IIV is systematically associated with performance level, with higher variability among lower-performing students. No clear age-related pattern was found once performance level was taken into account. IIV did not emerge as a predictor of subsequent writing development among students with comparable initial performance. In addition, students’ home language background did not moderate the association between IIV and subsequent writing development. These findings suggest that IIV in CBM-W is closely related to performance level and highlight the importance of interpreting variability in relation to students’ performance, calling for caution when using CBM-W in educational decision-making.

Journal
Assessing Writing
Published
2026-07-01
DOI
10.1016/j.asw.2026.101073
CompPile
Open Access
OA PDF Hybrid
Topics
Export

Citation context

Cited by in this index (0)

No articles in this index cite this work.

References (67) · 1 in this index

  1. An investigation of intra-individual variability in children with fetal alcohol spectrum …
    Child Neuropsychology: A Journal on Normal and Abnormal Development in Childhood and Adolescence  ↗
  2. Technical adequacy of curriculum-based measures in writing in grades 1–3.
    Reading & Writing Quarterly
  3. Editorial: The variable mind? How apparently inconsistent effects might inform model building
    Frontiers in Psychology  ↗
  4. Curriculum-based measurement of oral reading: standard errors associated with progress mo…
    School Psychology Review  ↗
  5. Day-to-day variation in students' academic success: The role of self-regulation, working …
    Developmental Science  ↗
Show all 67 →
  1. Increased intraindividual variability is a marker of ADHD but also of dyslexia: A study o…
    Brain and Cognition  ↗
  2. Chapter 9. A critical appraisal of the CDST approach to investigating linguistic complexi…
  3. Strategies for minimizing variability in progress monitoring of oral reading fluency
    TEACHING Exceptional Children  ↗
  4. Foundations of fluency-based assessments in behavioral and psychometric paradigms
    The Fluency Construct: Curriculum-Based Measurement Concepts and Applications
  5. Do executive functions contribute to writing quality in beginning writers? A longitudinal…
    Reading and Writing  ↗
  6. Intra-individual variability in task performance after cognitive training is associated w…
    Developmental Science  ↗
  7. Curriculum-based measurement: The emerging alternative
    Exceptional Children  ↗
  8. Data-Based Decision-Making
    Handbook of Response to Intervention: The Science and Practice of Multi-Tiered Systems of Support (2nd ed. 2016
  9. Handbook of Intraindividual Variability Across the Life Span
  10. Fluctuations in elementary school children’s working memory performance in the school context
    Journal of Educational Psychology  ↗
  11. Assessing children's writing products: The role of curriculum-based measures
    British Educational Research Journal  ↗
  12. Intra-individual variability from a lifespan perspective: A comparison of latency and acc…
    Journal of Intelligence  ↗
  13. Applying generalizability theory for making quantitative RTI progress-monitoring decisions
    Assessment for Effective Intervention  ↗
  14. Investigating variability in L2 development: Extending a complexity theory perspective on…
    Applied Linguistics  ↗
  15. Curriculum-based measurement for written expression with postsecondary students with inte…
    Journal of Inclusive Postsecondary Education
  16. Curriculum-based measurement as the emerging alternative: Three decades later
    Learning Disabilities Research & Practice  ↗
  17. Using CBM for Progress Monitoring in Written Expression and Spelling
  18. Critique of the national evaluation of response to intervention: A case for simpler frameworks
    Exceptional Children  ↗
  19. The technical adequacy of curriculum-based and rating-based measures of written expressio…
    School Psychology Review  ↗
  20. Intra-individual variability in ADHD, autism spectrum disorders and Tourette's syndrome
    Neuropsychologia  ↗
  21. Reaction time variability in children with ADHD symptoms and/or dyslexia
    Developmental Neuropsychology  ↗
  22. Informing Writing: The Benefits of Formative Assessment: A Carnegie Corporation Time to Act report
  23. Hammil, D.D., & Larsen, S.C. (2009). Test of Written Language TOWL-4 (4th ed.). Pro-Ed.
  24. The ABC's of CBM: A Practical Guide to Curriculum-based Measurement (Second edition)
    The Guilford practical intervention in the schools series
  25. What is writing assessment for tiered decision making?
    Writing Instruction and Intervention for Struggling Writers: Multi-Tiered Systems of Support
  26. Variability as predictor in L2 writing proficiency
    Journal of Second Language Writing  ↗
  27. Attentional fluctuations in preschoolers: Direct and indirect relations with task accurac…
    Journal of Experimental Child Psychology  ↗
  28. The utility of CBM written language indices: An investigation of production-dependent, pr…
    School Psychology Review  ↗
  29. Working memory capacity, variability, and response to intervention at age 6 and its assoc…
    Cognitive Development  ↗
  30. Generalizability theory reliability of written expression curriculum-based measurement in…
    School Psychology Quarterly: The Official Journal of the Division of School Psychology, American Psychological Association  ↗
  31. Validity and diagnostic accuracy of written expression curriculum-based measurement for s…
    Reading & Writing Quarterly  ↗
  32. Theorization and an empirical investigation of the component-based and developmental text…
    Journal of Learning Disabilities
  33. Writing evaluation: Rater and task effects on the reliability of writing scores for child…
    Reading and Writing  ↗
  34. Intraindividual variability in ADHD and its implications for research of causal links
    Current Topics in Behavioral Neurosciences  ↗
  35. Chaos/complexity science and second language acquisition
    Applied Linguistics  ↗
  36. Individual differences and the ergodicity problem
    Language Learning  ↗
  37. Intraindividual Variability - An Indicator of Vulnerability or Resilience in Adult Develo…
    Handbook of Intraindividual Variability Across the Life Span
  38. Developmental, gender, and practical considerations in scoring curriculum-based measureme…
    Psychology in the Schools  ↗
  39. Curriculum-based measures of beginning writing: Technical features of the slope
    Exceptional Children  ↗
  40. Technical features of curriculum-based measurement in writing
    The Journal of Special Education  ↗
  41. Monitoring elementary students’ writing progress using curriculum-based measures: Grade a…
    Reading and Writing  ↗
  42. Emphasizing intraindividual variability in the study of development over the life span
  43. Variability in DIBELS next progress monitoring measures for students at risk for reading …
    Remedial and Special Education  ↗
  44. Assessing teacher usability of written expression curriculum-based measurement
    Assessment for Effective Intervention  ↗
  45. Variability as a functional marker of second language development in older adult learners
    Studies in Second Language Acquisition  ↗
  46. Indicators of fluent writing in beginning writers
    The Fluency Construct: Curriculum-Based Measurement Concepts and Applications
  47. Meta-analysis of criterion validity for curriculum-based measurement in written language
    The Journal of Special Education  ↗
  48. The relationship between executive functions and writing in children: A systematic review
    Child Neuropsychology: A Journal on Normal and Abnormal Development in Childhood and Adolescence  ↗
  49. Response to intervention in writing: A suggested framework for screening, intervention, a…
    Reading & Writing Quarterly  ↗
  50. The role of executive functions and transcription skills in writing: A cross-sectional st…
    Reading and Writing  ↗
  51. Implications of within-person variability in cognitive and neuropsychological functioning…
    Neuropsychology  ↗
  52. Assessment: periodic assessment to monitor progress
    Handbook of Response to Intervention: The Science and Practice of Multi-Tiered Systems of Support (2nd ed
  53. Entwicklung hierarchieniedriger Schreibprozesse
    Handbuch: Schriftspracherwerb und weiterführendes Lesen und Schreiben
  54. Graph out loud: Pre-service teachers’ data decisions and interpretations of CBM progress graphs
    Journal of Learning Disabilities
  55. Assessing Writing
  56. The nature and meaning of intraindividual variability in development in the early life span
    Handbook of Intraindividual Variability across the Life-span
  57. Focus on variability: New tools to study intra-individual variability in developmental data
    Infant Behavior and Development  ↗
  58. Measures of variability in transitional phases in second language development
    International Review of Applied Linguistics in Language Teaching
  59. Curriculum-based measures of writing across grade levels
    Journal of School Psychology  ↗
  60. Generalizability of automated scores of writing quality in Grades 3–5
    Journal of Educational Psychology  ↗
  61. Generalizability of Written Expression Curriculum-Based-Measurement in the German Languag…
    Frontiers in Education  ↗
  62. Lernverlaufsdiagnostik Schreiben (LVD – Schreiben): Reliabilität, Validität und Sensitivi…
    Vierteljahresschrift Für Heilpädagogik Und Ihre Nachbargebiete  ↗