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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; Vasalampi, Kati; Eklund, Kenneth; Sulkunen, Sari; Niemi, Pekka – Educational Psychology, 2020
This paper examined if difficulty in reading comprehension (PISA) is distinct from difficulty in reading fluency and if the distinct types of reading difficulties are differently associated with learning motivation, school burnout, and school enjoyment. The participants were 1324 Finnish ninth graders. Findings suggested that difficulties in…
Descriptors: Reading Comprehension, Difficulty Level, Reading Fluency, Learning Motivation
Paakkari, Olli; Torppa, Minna; Villberg, Jari; Kannas, Lasse; Paakkari, Leena – Health Education, 2018
Purpose: The purpose of this paper is to explore Finnish adolescents' subjective health literacy (HL) in association to school achievement, learning difficulties, educational aspirations, and family affluence. Design/methodology/approach: Nationally representative data were collected in Finland as a part of the international Health Behaviour in…
Descriptors: Health Education, Health Promotion, Learning Problems, Academic Achievement