Agarwal, A., Hari, K., & Arun, S. P. (2019). Reading Increases the Compositionality of Visual Word Representations. Psychological Science, 30(12), 1707–1723. https://doi.org/10.1177/0956797619881134.
Article
Google Scholar
Avidan, G., Tanzer, M., & Behrmann, M. (2011). Impaired holistic processing in congenital prosopagnosia. Neuropsychologia, 49(9), 2541–2552.
Article
Google Scholar
Bartlett, J. C., & Searcy, J. (1993). Inversion and configuration of faces. Cognitive Psychology, 25(3), 281–316. https://doi.org/10.1006/cogp.1993.1007
Article
PubMed
Google Scholar
Björnström, L. E., Hills, C., Hanif, H., & Barton, J. J. S. (2014). Visual Word Expertise: A Study of Inversion and the Word-Length Effect, with Perceptual Transforms. Perception, 43, 438–450.
Article
Google Scholar
Bonnen, K., Klare, B., & Jain, A. (2013). Component-based representation in automated face recognition. IEEE Transactions on Information Forensics and Security, 8(1), 239–253. https://doi.org/10.1109/TIFS.2012.2226580
Article
Google Scholar
Brace, N. A., Hole, G. J., Kemp, R. I., Pike, G. E., Van Duuren, M., & Norgate, L. (2001). Developmental changes in the effect of inversion: Using a picture book to investigate face recognition. Perception, 30, 85–94. https://doi.org/10.1068/p3059
Article
PubMed
Google Scholar
Bukach, C. M., Gauthier, I., & Tarr, J. M. (2006). Beyond faces and modularity: The power of an expertise framework. Trends in Cognitive Sciences, 10, 156–166. https://doi.org/10.1016/j.tics.2006.02.004
Article
Google Scholar
Burton, A. M., Schweinberger, S. R., Jenkins, R., & Kaufmann, J. M. (2015). Arguments against a configural processing account of familiar face recognition. Perspectives on Psychological Science, 10(4), 482–496. https://doi.org/10.1177/1745691615583129
Article
PubMed
Google Scholar
Cabeza, R., & Kato, T. (2000). Features are also important: Contributions of featural and configural processing to face recognition. Psychological Science, 11(5), 429–433. https://doi.org/10.1111/1467-9280.00283
Article
PubMed
Google Scholar
Cao, X., Yang, Q., Zhong, P., & Chen, C. (2019). The characteristics of face configural effect in illiterates and literates. Acta Psychologica, 201, 102951.
Article
Google Scholar
Carey, S., & Diamond, R. (1977). From piecemeal to configurational representation of faces. Science, 195, 312–314. https://doi.org/10.1126/science.831281
Article
PubMed
Google Scholar
Chan, C. Y. H., Chan, A. B., Lee, T. M. C., & Hsiao, J. H. (2018). Eye movement patterns in face recognition are associated with cognitive decline in older adults. Psychonomic Bulletin & Review, 25(6), 2200–2207. https://doi.org/10.3758/s13423-017-1419-0
Article
Google Scholar
Chan, D. W., Ho, C.S.-H., Tsang, S.-M., Lee, S.-H., & Chung, K. K. H. (2006). Exploring the reading-writing connection in Chinese children with dyslexia. Reading and Writing, 19, 543–561. https://doi.org/10.1007/s11145-006-9008-z
Article
Google Scholar
Chen, Y. P., Allport, D. A., & Marshall, J. C. (1996). What are the functional orthographic units in Chinese word recognition: The stroke or the stroke pattern? Quarterly Journal of Experimental Psychology A, 49, 1024–1043. https://doi.org/10.1080/027249896392423
Article
Google Scholar
Chung, H. K. S., Leung, J. C. Y., Wong, V. M. Y., & Hsiao, J. H. (2018). When is the right hemisphere holistic and when is it not? The case of Chinese character recognition. Cognition. https://doi.org/10.1016/j.cognition.2018.04.022.
Article
PubMed
Google Scholar
Chuk, T., Chan, A. B., & Hsiao, J. H. (2017). Is having similar eye movement patterns during face learning and recognition beneficial for recognition performance? Evidence from hidden Markov modeling. Vision Research, 141, 204–216. https://doi.org/10.1016/j.visres.2017.03.010
Article
PubMed
Google Scholar
Chuk, T., Crookes, K., Hayward, W. G., Chan, A. B., & Hsiao, J. H. (2017). Hidden Markov model analysis reveals the advantage of analytic eye movement patterns in face recognition across cultures. Cognition, 169, 102–117. https://doi.org/10.1016/j.cognition.2017.08.003
Article
PubMed
Google Scholar
Curriculum Development Council. (2017). Kindergarten education curriculum guide. EDB, HKSARG.
Google Scholar
Davies, R. A., Arnell, R., Birchenough, J. M., Grimmond, D., & Houlson, S. (2017). Reading through the life span: Individual differences in psycholinguistic effects. Journal of Experimental Psychology: Learning, Memory, and Cognition, 43(8), 1298–1338.
PubMed
Google Scholar
Dehaene, S., Cohen, L. D., Morais, J., & Kolinsky, R. (2015). Illiterate to literate: behavioural and cerebral changes induced by reading acquisition. Nature Reviews Neuroscience, 16, 234–244.
Article
Google Scholar
Dehaene, S., Pegado, F., Braga, L. W., Ventura, P., Filho, G. N., Jobert, A., Dehaene-Lambertz, G., Kolinsky, R., Morais, J., & Cohen, L. (2010). How learning to read changes the cortical networks for vision and language. Science, 330, 1359–1364.
Article
Google Scholar
Denckla, M. B., & Rudel, R. (1974). Rapid “automatised” naming of pictured objects, colors, letters and numbers by normal children. Cortex, 10, 186–202. https://doi.org/10.1016/0028-3932(76)90075-0
Article
PubMed
Google Scholar
Ding, L., Shu, C., Fang, C., & Ding, X. (2010). Computers do better than experts matching faces in a large population. In 9th IEEE international conference cognitive informatics (ICCI) (pp. 280–284).
Donaldson, W. (1993). Accuracy of d′ and A′ as estimates of sensitivity. Bulletin of the Psychonomic Society, 31, 271–274. https://doi.org/10.3758/BF03334926
Article
Google Scholar
Galmar, B., Chung, H., & Hsiao, J. H. (2014). Face drawing experience is associated with better face recognition performance and reduced left-side bias in face perception. Journal of Vision, 14, 1260. https://doi.org/10.1167/14.10.1260
Article
Google Scholar
Gauthier, I., & Bukach, C. (2007). Should we reject the expertise hypothesis? Cognition, 103, 322–330. https://doi.org/10.1016/j.cognition.2006.05.003
Article
PubMed
Google Scholar
Gauthier, I., Klaiman, C., & Schultz, R. T. (2009). Face composite effects reveal abnormal face processing in Autism spectrum disorders. Vision Research, 49(4), 470–478.
Article
Google Scholar
Gauthier, I., Tarr, M. J., Anderson, A. W., Skudlerski, P., & Gore, J. C. (1999). Activation of the middle fusiform “face area” increases with expertise in recognizing novel objects. Nature Neuroscience, 2, 658–573. https://doi.org/10.1038/9224
Article
Google Scholar
Ge, L., Wang, Z., McGleery, J. P., & Lee, K. (2006). Activation of face expertise and the inversion effect. Psychological Science, 17, 12–16. https://doi.org/10.1111/j.1467-9280.2005.01658.x
Article
PubMed
Google Scholar
Guan, C. Q., & Fraundorf, S. H. (2020). Cross-linguistic word recognition development among Chinese children: A multilevel linear mixed-effects modeling approach. Frontiers in Psychology, 11, 544.
Article
Google Scholar
Guan, C. Q., Fraundorf, S. H., & Perfetti, C. A. (2020). Character and child factors contribute to character recognition development among good and poor Chinese readers from grade 1 to 6. Annals of Dyslexia, 70(2), 220–242.
Article
Google Scholar
Guan, C. Q., Liu, Y., Chan, D. H. L., Ye, F., & Perfetti, C. A. (2011). Writing strengthens orthographic and alphabetic-coding strengthens phonology in learning to read Chinese. Journal of Educational Psychology, 103(3), 509–522. https://doi.org/10.1037/a0023730
Article
Google Scholar
He, A. G., Tan, L. H., Tang, Y., James, A., Wright, P., & Eckert, M. A. (2003). Modulation of neural connectivity during tongue movement and reading. Human Brain Mapping, 18, 222–232. https://doi.org/10.1002/hbm.10097
Article
PubMed
PubMed Central
Google Scholar
Ho, C. S., & Kwan, T. W. (2001). Hong Kong, Mainland China & Taiwan: Chinese character frequency-A trans-regional, diachronic survey. Retrieved December 30, 2011, from Character Frequency, http://arts.cuhk.edu.hk/Lexis/chifreq/.
Ho, C. S.-H., & Lai, D. N.-C. (1999). Naming-speed deficits and phonological memory deficits in Chinese developmental dyslexia. Learning and Individual Differences, 11(2), 173–186.
Article
Google Scholar
Ho, C. S., Ng, T., & Ng, W. (2003). A radical approach to reading development in Chinese: The role of semantic radicals and phonetic radicals. Journal of Literacy Research, 35, 849–878. https://doi.org/10.1207/s15548430jlr3503_3
Article
Google Scholar
Holm, A., & Dodd, B. (1996). The effect of first written language on the acquisition of English literacy. Cognition, 59(2), 119–147.
Article
Google Scholar
Hsiao, J. H., & Cottrell, G. (2009). Not all visual expertise in holistic, but it may be leftist: The case of Chinese character recognition. Psychological Science, 20(4), 455–463. https://doi.org/10.1111/j.1467-9280.2009.02315.x
Article
PubMed
Google Scholar
Hsiao, J. H., & Galmar, B. (2016). Holistic processing as measured in the composite task does not always go with right hemisphere processing in face perception. Neurocomputing, 182, 165–177. https://doi.org/10.1016/j.neucom.2015.12.018
Article
Google Scholar
Hsiao, J. H., & Lam, S. M. (2013). The Modulation of Visual and Task Characteristics of a Writing System on Hemispheric Lateralization in Visual Word Recognition-A Computational Exploration. Cognitive Science, 37(5), 861–890. https://doi.org/10.1111/cogs.12033.
Article
PubMed
Google Scholar
Hsiao, J. H., & Shillcock, R. (2006). Analysis of a Chinese phonetic compound database: Implications for orthographic processing. Journal of Psycholinguistic Research, 35, 405–426. https://doi.org/10.1007/s10936-006-9022-y
Article
PubMed
Google Scholar
Hsiao, J. H., & Liu, T. T. (2012). The optimal viewing position in face recognition. Journal of Vision, 12(2), 22–22. https://doi.org/10.1167/12.2.22.
Article
PubMed
Google Scholar
Hsiao, J. H., An, J., Zheng, Y., & Chan, A. B. (2021). Do portrait artists have enhanced face processing abilities? Evidence from hidden Markov modeling of eye movements. Cognition,. https://doi.org/10.1016/j.cognition.2021.104616.
Article
PubMed
Google Scholar
Huang, H. S., & Hanley, J. R. (1995). Phonological awareness and visual skills in learning to read Chinese and English. Cognition, 54(1), 73–98.
Article
Google Scholar
James, K. H., & Atwood, T. P. (2009). The role of sensorimotor learning in the perception of letter-like forms: Tracking the causes of neural specialization for letters. Cognitive Neuropsychology, 26, 91–110. https://doi.org/10.1080/02643290802425914
Article
PubMed
Google Scholar
Kao, C.-H., Chen, D.-Y., & Chen, C.-C. (2010). The inversion effect in visual word form processing. Cortex, 46, 217–230.
Article
Google Scholar
Leder, H., & Bruce, V. (1998). Local and relational aspects of face distinctiveness. Quarterly Journal of Experimental Psychology A, 51(3), 449–473. https://doi.org/10.1080/713755777
Article
Google Scholar
Leung, M. T., & Lee, A. W. Y. (2001). The Hong Kong corpus of primary school Chinese. Paper presented at the 9th meeting of the International Clinical Phonetics and Linguistics Association, Hong Kong.
Liu, T., Chuk, T., Yeh, S. L., & Hsiao, J. H. (2016). Transfer of perceptual expertise: The case of simplified and traditional Chinese character recognition. Cognitive Science, 40(8), 1941–1968.
Article
Google Scholar
Liu, T., Yeh, S.-L., & Hsiao, J. H. (2018). Transfer of the left-side bias effect in perceptual expertise: The case of simplified and traditional Chinese character recognition. PLOS ONE, 13(4), https://doi.org/10.1371/journal.pone.0194405.
Article
PubMed
PubMed Central
Google Scholar
Liu, T., Chuk, T. Y., Yeh, S.-L., & Hsiao, J. H. (2016). Transfer of Perceptual Expertise: The Case of Simplified and Traditional Chinese Character Recognition. Cognitive Science, 40(8), 1941–1968. https://doi.org/10.1111/cogs.12307.
Article
PubMed
Google Scholar
Longcamp, M., Anton, J. L., Roth, M., & Velay, J. L. (2003). Visual presentation of single letters activates a premotor area involved in writing. NeuroImage, 19, 1492–1500. https://doi.org/10.1016/j.neuropsychologia.2005.01.020
Article
PubMed
Google Scholar
Maurer, D., Grand, R. L., & Mondloch, C. J. (2002). The many faces of configural processing. Trends in Cognitive Sciences, 6(6), 255–260. https://doi.org/10.1016/s1364-6613(02)01903-4
Article
PubMed
Google Scholar
McBride-Chang, C., & Treiman, R. (2003). Hong Kong Chinese kindergartners learn to read English analytically. Psychological Science, 14(2), 138–143.
Article
Google Scholar
McBride-Chang, C., Chung, K. K. H., & Tong, X. (2011). Copying skills in relation to word reading and writing in Chinese children with and without dyslexia. Journal of Experimental Child Psychology, 110, 422–433. https://doi.org/10.1016/j.jecp.2011.04.014
Article
PubMed
Google Scholar
McBride-Chang, C., Zhou, Y., Cho, J.-R., Aram, D., Levin, I., & Tolchinsky, L. (2011). Visual spatial skill: A consequence of learning to read? Journal of Experimental Child Psychology, 109, 256–262. https://doi.org/10.1016/j.jecp.2010.12.003
Article
PubMed
Google Scholar
McKone, E., Kanwisher, N., & Duchaine, B. C. (2007). Can generic expertise explain special processing for faces? Trends in Cognitive Sciences, 11, 8–15. https://doi.org/10.1016/j.tics.2006.11.002
Article
PubMed
Google Scholar
Norton, E. S., & Wolf, M. (2012). Rapid automatised naming (RAN) and reading fluency: Implications for understanding and treatment of reading disabilities. Annual Review of Psychology, 63, 427–452. https://doi.org/10.1146/annurev-psych-120710-100431
Article
PubMed
Google Scholar
Pomerantz, J. R., & Portillo, M. C. (2011). Grouping and emer- gent features in vision: Toward a theory of basic Gestalts. Journal of Experimental Psychology: Human Perception and Performance, 37, 1331–1349.
PubMed
Google Scholar
Richler, J. J., Cheung, O. S., & Gauthier, I. (2011). Beliefs alter holistic face processing … if response bias is not taken into account. Journal of Vision. https://doi.org/10.1167/10.7.679
Article
PubMed
Google Scholar
Richler, J. J., Wong, Y. K., & Gauthier, I. (2011). Perceptual expertise as a shift from strategic interference to automatic holistic processing. Current Directions in Psychological Science, 20(2), 129–134. https://doi.org/10.1177/0963721411402472
Article
PubMed
PubMed Central
Google Scholar
Robbins, R., & McKone, E. (2007). No face-like processing for objects of expertise in three behavioural tasks. Cognition, 103, 34–79. https://doi.org/10.1016/j.cognition.2006.02.008
Article
PubMed
Google Scholar
Rossion, B. (2013). The composite face illusion: a whole window into our understanding of holistic face perception. Visual Cognition, 21, 139–253.
Article
Google Scholar
Schwarzer, G. (2002). Processing of facial and non-facial visual stimuli in 2- to 5-year-old children. Infant and Child Development, 11, 253–269. https://doi.org/10.1002/icd.257
Article
Google Scholar
Sekuler, A. B., Gaspar, C. M., Gold, J. M., & Bennett, P. J. (2004). Inversion leads to quantitative, not qualitative, changes in face processing. Current Biology, 14(5), 391–396. https://doi.org/10.1016/j.cub.2004.02.028
Article
PubMed
Google Scholar
Shu, H. (2003). Chinese writing system and learning to read. International Journal of Psychology, 38, 274–285. https://doi.org/10.1080/00207590344000060
Article
Google Scholar
Siok, W. T., Perfetti, C. R., Jin, Z., & Tan, L. H. (2004). Biological abnormality of impaired reading is constrained by culture. Nature, 431, 71–76. https://doi.org/10.1038/nature02865
Article
PubMed
Google Scholar
Siok, W. T., Spinks, J. A., Jin, Z., & Tan, L. H. (2009). Developmental dyslexia is characterised by the co-existence of visuospatial and phonological disorders in Chinese. Current Biology, 19, 890–892. https://doi.org/10.1016/j.cub.2009.08.014
Article
Google Scholar
Stanislaw, H., & Todorov, N. (1999). Calculation of signal detection theory measures. Behavior Research Methods, Instruments & Computers, 31, 137–149. https://doi.org/10.3758/BF03207704
Article
Google Scholar
Tan, L. H., Spinks, J. A., Eden, G. F., Perfetti, C. A., & Siok, W. T. (2005). Reading depends on writing, in Chinese. PNAS, 102, 8781–8785. https://doi.org/10.1002/hbm.20134
Article
PubMed
PubMed Central
Google Scholar
Tse, H. M., Kwan, D. P., & Ho, C. S. (2010). Should dyslexic children stop copying? Exploring the relationship between word reading, copying and dictation. Paper presented at the Annual international academy for research in learning disabilities conference.
Tso, R. V. Y., Au, T. K., & Hsiao, J. H. (2014). Perceptual expertise: Can sensorimotor experience change holistic processing and left side bias? Psychological Science, 25(9), 1757–1767. https://doi.org/10.1177/0956797614541284
Article
PubMed
Google Scholar
Tso, R. V., Chan, R. T., Chan, Y., & Lin, D. (2021). Holistic processing of Chinese characters in college students with dyslexia. Scientific Reports, 11(1), 1973. https://doi.org/10.1038/s41598-021-81553-5
Article
PubMed
PubMed Central
Google Scholar
Tso, R. V., Chan, R. T., & Hsiao, J. H. (2020). Holistic but with reduced right-hemisphere involvement: The case of dyslexia in Chinese character recognition. Psychonomic Bulletin and Review, 27, 553–562. https://doi.org/10.3758/s13423-020-01721-y)
Article
PubMed
Google Scholar
Wiens, S., & Nilsson, M. E. (2017). Performing contrast analysis in factorial designs: From NHST to confidence intervals and beyond. Educational and Psychological Measurement, 77(4), 690–715. https://doi.org/10.1177/0013164416668950
Article
PubMed
Google Scholar
Wolf, M., & Bowers, P. G. (1999). The double-deficit hypothesis for the developmental dyslexias. Journal of Educational Psychology, 91(3), 415–438.
Article
Google Scholar
Wong, A. C., & Gauthier, I. (2006). An analysis of letter expertise in a levels-of-categorization framework. Visual Cognition, 15, 854–879. https://doi.org/10.1080/13506280600948350
Article
Google Scholar
Wong, A. C., Palmeri, T. J., & Gauthier, I. (2009). Conditions for face-like expertise with objects: Becoming a ziggerin expert-but which type? Psychological Science, 20, 1108–1117. https://doi.org/10.1111/j.1467-9280.2009.02430.x
Article
PubMed
Google Scholar
Wong, A.C.-N., Wong, Y. K., Lui, K. F. H., Ng, T. Y. K., & Ngan, V. S. H. (2019). Sensitivity to configural information and expertise in visual word recognition. Journal of Experimental Psychology: Human Perception and Performance, 45(1), 82–99.
PubMed
Google Scholar
Zhou, G., Cheng, Z., Zhang, X., & Wong, A.C.-N. (2012). Smaller holistic processing of faces associated with face drawing experience. Psychonomic Bulletin & Review, 19(2), 157–162. https://doi.org/10.3758/s13423-011-0174-x
Article
Google Scholar