Individual Differences in Reading Development: A Review of 25 Years of Empirical Research on Matthew Effects in Reading
Abstract
The idea of Matthew effects in reading—the widening achievement gap between good and poor readers—has attracted considerable attention in education research in the past 25 years. Despite the popularity of the topic, however, empirical studies that have analyzed the core assumption of Matthew effects in reading have produced inconsistent results. This review summarizes the empirical findings on the development of early interindividual differences in reading. We did not find strong support for the general validity of a pattern of widening achievement differences or for a pattern of decreasing achievement differences in reading. The inclusion of moderating variables, however, allowed a clearer picture to be painted. Matthew effects were more likely to occur for measures of decoding efficiency, vocabulary, and composite reading scores when the achievement tests were not affected by deficits in measurement precision. Furthermore, moderators such as the applied analytic method or the orthographic consistency of the language were of less importance for the emergence of Matthew effects in reading. An additional meta-analysis of studies reporting correlations between a baseline level and a growth parameter yielded a small, negative mean correlation (r = −.214), which again was moderated by properties of the measures. Possible explanations for the reported findings are discussed.
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A Meta-Analytic Review of the Relations Between Motivation and Reading Achievement for K–12 Students
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- Authors
- Pfost, M., Hattie, J., Dörfler, T., & Artelt, C.
- Affiliations
- University of Bamberg (DE)
- The University of Melbourne (AU)
- Heidelberg University of Education (DE)
- Venue
- Review of Educational Research
- Published
- 2014-06
- Volume
- 84
- Issue
- 2
- Pages
- 203-244
- ISSN
- 0034-6543 (ISSN-L)
- 1935-1046
- OpenAlex
- W2122761354
- Cited by
- 224
- References
- 6
- Citations by year
- 2026: 17 · 2025: 33 · 2024: 24 · 2023: 26 · 2022: 21 · 2021: 17 · 2020: 15 · 2019: 22 · 2018: 15 · 2017: 12 · 2016: 9 · 2015: 9 · 2014: 3
- FWCI
- 14.48
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Review of Educational Research (publishedVersion)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
- Social Sciences › Education › Early Childhood Education and Development
- Social Sciences › Education › School Choice and Performance
- Keywords
- Matthew effect, reading development, individual differences, reading achievement gap, decoding efficiency, vocabulary, measurement precision, orthographic consistency, growth parameters, early reading
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