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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
Manu, Mari; Torppa, Minna; Eklund, Kenneth; Poikkeus, Anna-Maija; Lerkkanen, Marja-Kristiina; Niemi, Pekka – Reading and Writing: An Interdisciplinary Journal, 2021
One of the aims for compulsory education is to diminish or alleviate differences in children's skills existing prior to school entry. However, a growing gender gap in reading development has increasingly been documented. Regrettably, there is scant evidence on whether differences between genders (favouring girls) have their roots in pre-reading…
Descriptors: Foreign Countries, Kindergarten, Young Children, Prereading Experience
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; Niemi, Pekka; Vasalampi, Kati; Lerkkanen, Marja-Kristiina; Tolvanen, Asko; Poikkeus, Anna-Maija – Child Development, 2020
This study examines associations between leisure reading and reading skills in data of 2,525 students followed from age 7 to 16. As a step further from traditional cross-lagged analysis, a random intercept cross-lagged panel model was used to identify within-person associations of leisure reading (books, magazines, newspapers, and digital…
Descriptors: Leisure Time, Recreational Reading, Reading Skills, Correlation
Rimkute, Laura; Torppa, Minna; Eklund, Kenneth; Nurmi, Jari-Erik; Lyytinen, Heikki – Reading and Writing: An Interdisciplinary Journal, 2014
The present study examined the role that adolescents' dyslexia plays in their educational expectations, as well as their parents' expectations concerning their offspring's future education. To investigate this, 170 adolescents were asked to report their educational expectations on two occasions while they were still attending…
Descriptors: Dyslexia, Adolescents, Expectation, Parent Attitudes