TY - JOUR A1 - Karageorgos, Panagiotis A1 - Wallot, Sebastian A1 - Müller, Bettina A1 - Schindler, Julia A1 - Richter, Tobias T1 - Distinguishing between struggling and skilled readers based on their prosodic speech patterns in oral reading: an exploratory study in grades 2 and 4 T2 - Acta psychologica N2 - The purpose of this study was to examine if prosodic patterns in oral reading derived from Recurrence Quantification Analysis (RQA) could distinguish between struggling and skilled German readers in Grades 2 (n = 67) and 4 (n = 69). Furthermore, we investigated whether models estimated with RQA measures outperformed models estimated with prosodic features derived from prosodic transcription. According to the findings, struggling second graders appear to have a slower reading rate, longer intervals between pauses, and more repetitions of recurrent amplitudes and pauses, whereas struggling fourth graders appear to have less stable pause patterns over time, more pitch repetitions, more similar amplitude patterns over time, and more repetitions of pauses. Additionally, the models with prosodic patterns outperformed models with prosodic features. These findings suggest that the RQA approach provides additional information about prosody that complements an established approach. KW - Recurrence quantification analysis KW - Reading prosody KW - German primary school Y1 - 2023 UR - http://publikationen.ub.uni-frankfurt.de/frontdoor/index/index/docId/78927 UR - https://nbn-resolving.org/urn:nbn:de:hebis:30:3-789273 SN - 0001-6918 VL - 235 IS - 103892 PB - Elsevier CY - Amsterdam ER -