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Pan J, Wang A, Zhang M, Tsang YK, Yan M. Printing words in alternating colors facilitates eye movements among young and older Chinese adults. Psychon Bull Rev 2024:10.3758/s13423-024-02581-6. [PMID: 39375300 DOI: 10.3758/s13423-024-02581-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/30/2024] [Indexed: 10/09/2024]
Abstract
It is well known that the Chinese writing system lacks visual cues for word boundaries, such as interword spaces. However, characters must be grouped into words or phrases for understanding, and the lack of interword spaces can cause certain ambiguity. In the current study, young and older Chinese adults' eye movements were recorded during their reading of naturally unspaced sentences, where consecutive words or nonwords were printed using alternating colors. The eye movements of both the Chinese young and older adults were clearly influenced by this explicit word boundary information. Across a number of eye-movement measures, in addition to a general age-related slowdown, the results showed that both groups benefited overall from the explicit color-based word boundary and experienced interference from the nonword boundary. Moreover, the manipulations showed stronger effects among the older adults. We discuss implications for practical application.
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Affiliation(s)
- Jinger Pan
- Department of Psychology, The Education University of Hong Kong, Ting Kok, Hong Kong, China
| | - Aiping Wang
- Faculty of Psychology, Beijing Normal University, Beijing, China
| | - Mingsha Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG, Division of Psychology, McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Yiu-Kei Tsang
- Department of Education Studies, Hong Kong Baptist University, Hong Kong, China
- Centre for Learning Sciences, Hong Kong Baptist University, Hong Kong, China
| | - Ming Yan
- Department of Psychology, University of Macau, Macau, China.
- Center for Cognitive and Brain Sciences, University of Macau, Macau, China.
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Tsang YK, Huang J, Wang S, Wang J, Wong AWK. Comparing word recognition in simplified and traditional Chinese: A megastudy approach. Q J Exp Psychol (Hove) 2024; 77:593-610. [PMID: 37154615 DOI: 10.1177/17470218231176472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Although it is well established that the visual complexity of a written word can influence processing, it is far less clear from a cross-script perspective, whether the overall visual complexity of the entire written lexicon also affects word recognition. This question can be answered with the data in megastudy of lexical decision in Chinese (MELD-CH), which was developed with over 800 participants responding to 12,587 simplified and traditional Chinese words. The results showed that lexical decision was slower but more accurate in simplified Chinese, which has about 22.5% less strokes, than traditional Chinese. This pattern could not be explained by a speed-accuracy trade-off. Moderate correlations were found in response times and error rates between the two scripts, indicating considerable overlap in processing despite the script difference. In addition, (generalised) linear mixed-effects modelling was used to examine whether the simplified and traditional Chinese groups differed in sensitivity towards linguistic variables. The results showed that the effects of word frequency, word length, and number of strokes were stronger in recognising simplified Chinese words, whereas the effects of number of words formed and number of meanings of the constituent characters were stronger in traditional Chinese. These results suggested that the visual-perceptual processing demands of simplified Chinese might force readers to focus more on local properties of the words, making them less sensitive to global properties that are defined over the entire lexicon. Finally, limitations and alternative explanations of the results were discussed.
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Affiliation(s)
- Yiu-Kei Tsang
- Department of Education Studies, Hong Kong Baptist University, Kowloon, Hong Kong
- Centre for Learning Sciences, Hong Kong Baptist University, Kowloon, Hong Kong
| | - Jian Huang
- School of Psychology, South China Normal University, Guangzhou, China
| | - Suiping Wang
- School of Psychology, South China Normal University, Guangzhou, China
| | - Jie Wang
- Department of Psychology, The Education University of Hong Kong, Tai Po, Hong Kong
| | - Andus Wing-Kuen Wong
- Department of Social and Behavioural Sciences, City University of Hong Kong, Kowloon, Hong Kong
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Zou Y, Tsang YK, Shum YH, Tse CY. Full-form vs. combinatorial processing of Chinese compound words: Evidence from mismatch negativity. Int J Psychophysiol 2023; 187:11-19. [PMID: 36809841 DOI: 10.1016/j.ijpsycho.2023.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Revised: 02/11/2023] [Accepted: 02/15/2023] [Indexed: 02/22/2023]
Abstract
This study examined whether Chinese spoken compound words are processed via full-form access or combination through morphemes by recording mismatch negativity (MMN). MMN has been shown to be larger for linguistic units that involves full-form access (lexical MMN enhancement) and smaller for separate but combinable units (combinatorial MMN reduction). Chinse compound words were compared against pseudocompounds, which do not have full-form representations in the long-term memory and are "illegal" combinations. All stimuli were disyllabic (bimorphemic). Word frequency was manipulated with the prediction that low-frequency compounds are more likely processed combinatorially, while high-frequency ones are more likely accessed in full forms. The results showed that low-frequency words elicited smaller MMNs than pseudocompounds, which supported the prediction of combinatorial processing. However, neither MMN enhancement nor reduction was found for high-frequency words. These results were interpreted within the dual-route model framework that assumes simultaneous access to words and morphemes.
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Affiliation(s)
- Yun Zou
- Department of Psychological and Brain Sciences, University of Massachusetts Amherst, United States of America
| | - Yiu-Kei Tsang
- Department of Education Studies, Hong Kong Baptist University, Hong Kong; Centre for Learning Sciences, Hong Kong Baptist University, Hong Kong.
| | - Yu-Hei Shum
- Department of Psychology, Humboldt Universität zu Berlin, Germany
| | - Chun-Yu Tse
- Department of Social and Behavioural Sciences, City University of Hong Kong, Hong Kong.
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Tsang YK, Zou Y, Tse CY. Semantic transparency in Chinese compound word processing: Evidence from mismatch negativity. Neuroscience 2022; 490:216-223. [DOI: 10.1016/j.neuroscience.2022.03.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 02/18/2022] [Accepted: 03/05/2022] [Indexed: 11/17/2022]
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The Beijing Sentence Corpus: A Chinese sentence corpus with eye movement data and predictability norms. Behav Res Methods 2021; 54:1989-2000. [PMID: 34816386 DOI: 10.3758/s13428-021-01730-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/18/2021] [Indexed: 11/08/2022]
Abstract
This report introduces the Beijing Sentence Corpus (BSC). This is a Chinese sentence corpus of eye-tracking data with relatively clear word boundaries. In addition, we report predictability norms for each word in the corpus. Eye movement corpora are available in alphabetic scripts such as English, German, and French. However, there is no publicly available corpus for Chinese. Thus, to study predictive processes during reading in Chinese, it is necessary to establish such a corpus. Also, given the clear word boundaries in the sentences, BSC is especially useful to provide evidence relevant to the theoretical debate of saccade target selection in Chinese. With the large-scale predictability norms, we conducted new analyses based on 60 BSC readers, testing the influences of launch word and target word properties while controlling for visual and oculomotor constraints, as well as sentence and subject-level individual differences. We discuss implications for guidance of eye movements in Chinese reading.
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Morphosemantic activation of opaque Chinese words in sentence comprehension. PLoS One 2020; 15:e0236697. [PMID: 32785231 PMCID: PMC7423111 DOI: 10.1371/journal.pone.0236697] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2019] [Accepted: 07/12/2020] [Indexed: 11/22/2022] Open
Abstract
Two cross-modal priming experiments were conducted to investigate morphological processing in Chinese spoken word recognition during sentence comprehension. Participants heard sentences that contained opaque prime words and performed lexical decisions on visual targets that were related to second morpheme meanings of opaque words or whole-word meanings. The targets were presented at the auditory onset of the second morphemes or the subsequent syllables after the opaque primes to examine the time course of effects. In a neutral sentence context (Experiment 1), opaque word morpheme meanings produced morphological priming on target word recognition, which preceded lexical priming. When context biased toward whole opaque words (Experiment 2), morphological priming disappeared, while the effect of lexical meanings remained significant and emerged earlier than the effect of lexical meanings in the neutral context. These findings suggest that morphemes play a role in Chinese spoken word recognition, but their effects depend on the prior context during sentence comprehension.
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Chang M, Zhang K, Hao L, Zhao S, McGowan VA, Warrington KL, Paterson KB, Wang J, Gunn SC. Word predictability depends on parafoveal preview validity in Chinese reading. VISUAL COGNITION 2020. [DOI: 10.1080/13506285.2020.1714825] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Min Chang
- Academy of Psychology and Behaviour, Tianjin Normal University, Tianjin, People’s Republic of China
- Faculty of Psychology, Tianjin Normal University, Tianjin, People’s Republic of China
| | - Kuo Zhang
- Department of Social Psychology, Nankai University, Tianjin, People’s Republic of China
| | - Lisha Hao
- Academy of Psychology and Behaviour, Tianjin Normal University, Tianjin, People’s Republic of China
- Faculty of Psychology, Tianjin Normal University, Tianjin, People’s Republic of China
| | - Sainan Zhao
- Academy of Psychology and Behaviour, Tianjin Normal University, Tianjin, People’s Republic of China
- Faculty of Psychology, Tianjin Normal University, Tianjin, People’s Republic of China
| | - Victoria A. McGowan
- Department of Neuroscience, Psychology and Behaviour, University of Leicester, Leicester, UK
| | - Kayleigh L. Warrington
- Department of Neuroscience, Psychology and Behaviour, University of Leicester, Leicester, UK
| | - Kevin B. Paterson
- Department of Neuroscience, Psychology and Behaviour, University of Leicester, Leicester, UK
| | - Jingxin Wang
- Academy of Psychology and Behaviour, Tianjin Normal University, Tianjin, People’s Republic of China
- Faculty of Psychology, Tianjin Normal University, Tianjin, People’s Republic of China
| | - Sarah C. Gunn
- Department of Neuroscience, Psychology and Behaviour, University of Leicester, Leicester, UK
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Vasilev MR, Yates M, Slattery TJ. Do Readers Integrate Phonological Codes Across Saccades? A Bayesian Meta-Analysis and a Survey of the Unpublished Literature. J Cogn 2019; 2:43. [PMID: 31750415 PMCID: PMC6838770 DOI: 10.5334/joc.87] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 10/08/2019] [Indexed: 11/28/2022] Open
Abstract
It is commonly accepted that phonological codes can be activated parafoveally during reading and later used to aid foveal word recognition- a finding known as the phonological preview benefit. However, a closer look at the literature shows that this effect may be less consistent than what is sometimes believed. To determine the extent to which phonology is processed parafoveally, a Bayesian meta-analysis of 27 experiments and a survey of the unpublished literature were conducted. While the results were generally consistent with the phonological preview benefit (>90% probability of a true effect in gaze durations), the size of the effect was small. Readers of alphabetical orthographies obtained a modest benefit of only 4 ms in gaze durations. Interestingly, Chinese readers showed a larger effect (6-14 ms in size). There was no difference in the magnitude of the phonological preview benefit between homophone and pseudo-homophone previews, thus suggesting that the modest processing advantage is indeed related to the activation of phonological codes from the parafoveal word. Simulations revealed that the results are relatively robust to missing studies, although the effects may be 19-22% smaller if all missing studies found a null effect. The results suggest that while phonology can be processed parafoveally, this happens only to a limited extent. Because phonological priming effects in single-word recognition are small (10-13 ms; Rastle & Brysbaert, 2006) and there is a loss of visual acuity in the parafovea, it is argued that large phonological preview benefit effects may be unlikely.
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Affiliation(s)
| | - Mark Yates
- University of South Alabama, Department of Psychology, US
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Ma G, Li D, Zhuang X. Do visual word segmentation cues improve reading performance in Chinese reading?. ERGONOMICS 2019; 62:1086-1097. [PMID: 31002292 DOI: 10.1080/00140139.2019.1608315] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Revised: 03/31/2019] [Accepted: 04/02/2019] [Indexed: 06/09/2023]
Abstract
It is controversial whether providing visual word segmentation cues can improve Chinese reading performance. This study investigated this topic by examining how visual word segmentation cues such as grey highlighting, red colour and interword spacing influence global sentence reading and local word recognition during reading Chinese text in three experiments. The results showed that interword spacing could facilitate local word recognition but could not increase reading speed. In contrast, grey highlighting and red colour could improve neither local word recognition nor global sentence reading performance. Instead, these cues increased the number of fixations and saccades, resulting in slower reading speed. These results suggest that even red colour is not a practically visual cue for Chinese word segmentation and the corresponding mechanisms were discussed. Practitioner Summary: We studied how visual cues such as grey highlighting, red colour and interword spacing influenced Chinese reading performance. Our data showed that even the red colour was not an efficient cue for Chinese word segmentation. The corresponding mechanisms and future direction were discussed regarding how to improve Chinese reading performance.
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Affiliation(s)
- Guojie Ma
- a Shaanxi Key Laboratory of Behavior and Cognitive Neuroscience, School of Psychology , Shaanxi Normal University , Xi'an , China
| | - Danxin Li
- a Shaanxi Key Laboratory of Behavior and Cognitive Neuroscience, School of Psychology , Shaanxi Normal University , Xi'an , China
| | - Xiangling Zhuang
- a Shaanxi Key Laboratory of Behavior and Cognitive Neuroscience, School of Psychology , Shaanxi Normal University , Xi'an , China
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Syllabic tone articulation influences the identification and use of words during Chinese sentence reading: Evidence from ERP and eye movement recordings. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2016; 16:72-92. [PMID: 26311442 DOI: 10.3758/s13415-015-0368-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
In two experiments, we examined the contribution of articulation-specific features to visual word recognition during the reading of Chinese. In spoken Standard Chinese, a syllable with a full tone can be tone-neutralized through sound weakening and pitch contour change, and there are two types of two-character compound words with respect to their articulation variation. One type requires articulation of a full tone for each constituent character, and the other requires a full- and a neutral-tone articulation for the first and second characters, respectively. Words of these two types with identical first characters were selected and embedded in sentences. Native speakers of Standard Chinese were recruited to read the sentences. In Experiment 1, the individual words of a sentence were presented serially at a fixed pace while event-related potentials were recorded. This resulted in less-negative N100 and anterior N250 amplitudes and in more-negative N400 amplitudes when targets contained a neutral tone. Complete sentences were visible in Experiment 2, and eye movements were recorded while participants read. Analyses of oculomotor activity revealed shorter viewing durations and fewer refixations on-and fewer regressive saccades to-target words when their second syllable was articulated with a neutral rather than a full tone. Together, the results indicate that readers represent articulation-specific word properties, that these representations are routinely activated early during the silent reading of Chinese sentences, and that the representations are also used during later stages of word processing.
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Yan M. Visually complex foveal words increase the amount of parafoveal information acquired. Vision Res 2015; 111:91-6. [PMID: 25911574 DOI: 10.1016/j.visres.2015.03.025] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Revised: 03/21/2015] [Accepted: 03/23/2015] [Indexed: 11/26/2022]
Abstract
This study investigates the effect of foveal load (i.e., processing difficulty of currently fixated words) on parafoveal information processing. Contrary to the commonly accepted view that high foveal load leads to reduced parafoveal processing efficiency, results of the present study showed that increasing foveal visual (but not linguistic) processing load actually increased the amount of parafoveal information acquired, presumably due to the fact that longer fixation duration on the pretarget word provided more time for parafoveal processing of the target word. It is therefore proposed in the present study that foveal linguistic processing load is not the only factor that determines parafoveal processing; preview time (afforded by foveal word visual processing load) may jointly influence parafoveal processing.
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Affiliation(s)
- Ming Yan
- Department of Psychology, University of Potsdam, Karl-Liebknecht-Str. 24/25, 14476 Potsdam-Golm, Germany.
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Yan M, Pan J, Bélanger NN, Shu H. Chinese deaf readers have early access to parafoveal semantics. J Exp Psychol Learn Mem Cogn 2014; 41:254-61. [PMID: 24999711 DOI: 10.1037/xlm0000035] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
In the present study, we manipulated different types of information available in the parafovea during the reading of Chinese sentences and examined how deaf readers make use of the parafoveal information. Results clearly indicate that although the reading-level matched hearing readers make greater use of orthographic information in the parafovea, parafoveal semantic information is obtained earlier among the deaf readers. In addition, a phonological preview benefit effect was found for the better deaf readers (relative to less-skilled deaf readers), although we also provide an alternative explanation for this effect. Providing evidence that Chinese deaf readers have higher efficiency when processing parafoveal semantics, the study indicates flexibility across individuals in the mechanisms underlying word recognition adapting to the inputs available in the linguistic environment.
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Affiliation(s)
| | | | | | - Hua Shu
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University
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Tsai JL, Kliegl R, Yan M. Parafoveal semantic information extraction in traditional Chinese reading. Acta Psychol (Amst) 2012; 141:17-23. [PMID: 22820455 DOI: 10.1016/j.actpsy.2012.06.004] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2012] [Revised: 06/05/2012] [Accepted: 06/06/2012] [Indexed: 11/27/2022] Open
Abstract
Semantic information extraction from the parafovea has been reported only in simplified Chinese for a special subset of characters and its generalizability has been questioned. This study uses traditional Chinese, which differs from simplified Chinese in visual complexity and in mapping semantic forms, to demonstrate access to parafoveal semantic information during reading of this script. Preview duration modulates various types (identical, phonological, and unrelated) of parafoveal information extraction. Parafoveal semantic extraction is more elusive in English; therefore, we conclude that such effects in Chinese are presumably caused by substantial cross-language differences from alphabetic scripts. The property of Chinese characters carrying rich lexical information in a small region provides the possibility of semantic extraction in the parafovea.
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