The Effects of Input Modality, Word Difficulty and Reading Experience on Word Recognition Accuracy

Author:

Wolf Merel C.1,Meyer Antje S.2,Rowland Caroline F.2,Hintz Florian3

Affiliation:

1. Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands; International Max PlanckResearch School for Language Sciences, Nijmegen, The Netherlands

2. Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands; Radboud University, Nijmegen, the Netherlands

3. Max Planck Institute for Psycholinguistics, Nijmegen, the Netherlands

Abstract

Language users encounter words in at least two different modalities. Arguably, the most frequent encounters are in spoken or written form. Previous research has shown that – compared to the spoken modality – written language features more difficult words. An important question is whether input modality has effects on word recognition accuracy. In the present study, we investigated whether input modality (spoken, written, or bimodal) affected word recognition accuracy and whether such a modality effect interacted with word difficulty. Moreover, we tested whether the participants’ reading experience interacted with word difficulty and whether this interaction was influenced by modality. We re-analyzed data from 48 Dutch university students that were collected in the context of a vocabulary test development to assess in which modality test words should be presented. Participants carried out a word recognition task, where non-words and words of varying difficulty were presented in auditory, visual and audio-visual modalities. In addition, they completed a receptive vocabulary and an author recognition test to measure their exposure to literary texts. Our re-analyses showed that word difficulty interacted with reading experience in that frequent readers (i.e., with more exposure to written texts) were more accurate in recognizing difficult words than individuals who read less frequently. However, there was no evidence for an effect of input modality on word recognition accuracy, nor for interactions with word difficulty or reading experience. Thus, in our study, input modality did not influence word recognition accuracy. We discuss the implications of this finding and describe possibilities for future research involving other groups of participants and/or different languages.

Publisher

University of California Press

Subject

General Psychology

Reference53 articles.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Research on word difficulty classification based on machine learning;2023 IEEE 6th International Conference on Information Systems and Computer Aided Education (ICISCAE);2023-09-23

2. Research on the Development of Wordle Based on LSTM and XGBoost;2023 IEEE 6th International Conference on Information Systems and Computer Aided Education (ICISCAE);2023-09-23

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