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Psyridou, Maria; Tolvanen, Asko; Patel, Priyanka; Khanolainen, Daria; Lerkkanen, Marja-Kristiina; Poikkeus, Anna-Maija; Torppa, Minna – Scientific Studies of Reading, 2023
Purpose: We aim to identify the most accurate model for predicting adolescent (Grade 9) reading difficulties (RD) in reading fluency and reading comprehension using 17 kindergarten-age variables. Three models (neural networks, linear, and mixture) were compared based on their accuracy in predicting RD. We also examined whether the same or a…
Descriptors: Reading Difficulties, Networks, Artificial Intelligence, Predictor Variables
Torppa, Minna; Soodla, Piret; Lerkkanen, Marja-Kristiina; Kikas, Eve – Journal of Research in Reading, 2019
Background: The present study examined differences in the prediction of reading development and reading difficulties in Estonia (n = 348) and Finland (n = 344). These neighbouring countries share many similarities in terms of their language, orthography and educational system; however, they differ in the timing of the onset of reading instruction,…
Descriptors: Foreign Countries, Kindergarten, Grade 1, Grade 2
Psyridou, Maria; Tolvanen, Asko; de Jong, Peter F.; Lerkkanen, Marja-Kristiina; Poikkeus, Anna-Maija; Torppa, Minna – Developmental Psychology, 2021
This study examined developmental profiles of reading fluency and reading comprehension in Grades 1 to 9 (ages 7 to 15) in a large Finnish sample (N = 2,518). In addition, early predictors of the profiles were analyzed with respect to kindergarten cognitive skills (phonological awareness, letter knowledge, rapid automized naming [RAN], number…
Descriptors: Reading Comprehension, Reading Fluency, Grade 1, Grade 9
Torppa, Minna; Georgiou, George K.; Niemi, Pekka; Lerkkanen, Marja-Kristiina; Poikkeus, Anna-Maija – Annals of Dyslexia, 2017
Research and clinical practitioners have mixed views whether reading and spelling difficulties should be combined or seen as separate. This study examined the following: (a) if double dissociation between reading and spelling can be identified in a transparent orthography (Finnish) and (b) the cognitive and noncognitive precursors of this…
Descriptors: Spelling, Reading Instruction, Phoneme Grapheme Correspondence, Reading Difficulties
Torppa, Minna; Georgiou, George K.; Lerkkanen, Marja-Kristiina; Niemi, Pekka; Poikkeus, Anna-Maija – Merrill-Palmer Quarterly: Journal of Developmental Psychology, 2016
This study examined the dynamic relationships among the components of the Simple View of Reading (SVR) in a transparent orthography (Finnish) and the predictive value of cognitive skills (phonological awareness, letter knowledge, rapid naming, and vocabulary) on the SVR components. Altogether, 1,815 Finnish children were followed from kindergarten…
Descriptors: Longitudinal Studies, Kindergarten, Grade 1, Grade 2
Magi, Katrin; Torppa, Minna; Lerkkanen, Marja-Kristiina; Poikkeus, Anna-Maija; Rasku-Puttonen, Helena; Nurmi, Jari-Erik – Learning and Individual Differences, 2013
A latent profile analysis approach was used to examine the developmental profiles of task-avoidant behaviour and reading skills in Grades 1 and 2, as well as their antecedents in kindergarten. The participants in this study were 448 children. Four different developmental profiles of task-avoidant behaviour and reading skills were identified. Our…
Descriptors: Grade 1, Grade 2, Elementary School Students, Kindergarten