Eye-tracking literacy effects in face and graphism recognition in a non-weird population: the Karaja of central Brazil

Marcus Maia,
Aniela Improta França

Resumo

This eye-tracking study investigates the Karajá, a Brazilian indigenous ethnic group, to examine how literacy may influence implicitly developed cognitive processes. We compared unschooled illiterate and literate participants regarding their eye gaze patterns across three categories: (i) faces of Karajá, other indigenous groups, and non-indigenous individuals; (ii) graphemes; and (iii) graphisms created by Karajá, other indigenous, and Western artists. Our findings reveal that literacy significantly impacts face processing. Literate participants, overcoming the natural left-right invariance, displayed a more symmetric visual inspection of faces, a pattern not observed in their inspection of graphisms. In contrast, illiterate participants primarily focused their gaze on the right side of faces, with significantly higher fixation counts and average fixation times on this side. Additionally, literacy appeared to indirectly reinforce the own-race bias: literate Karajá participants correctly identified faces from their ethnic group in 85% of trials, compared to a 65% success rate among illiterate participants. Overall, these results contribute to a less dogmatic understanding of the interplay between cognitive and cultural factors in non-WEIRD populations. By emphasizing the role of cultural and literacy-related influences, the study provides a framework in which cognitive processes can be understood as a harmonious modulation of nature and nurture effects. Furthermore, the findings challenge prevailing assumptions in the field, particularly regarding the dichotomy between bottom-up algorithms and top-down heuristics. They highlight the potential of non-WEIRD populations as a valuable and underexplored resource for addressing foundational questions in the nature/nurture debate, offering fresh perspectives for future research.

Referências

ARNOLD, L. From Gatekeeping to Inclusion in the Introductory Linguistics Curriculum In: Decolonizing Linguistics. Edited by: Anne H. Charity Hudley, Christine Mallinson e Mary Bucholtz, Oxford University Press, 2024.

BANICH, M., & COMPTON, R. (2018). Object Recognition. In Cognitive Neuroscience (pp. 167-197). Cambridge: Cambridge University Press. doi:10.1017/9781316664018.008

BRIGHAM, J. C., & MALPASS, R. S. (1985). The role of experience and contact in the recognition of faces of own - and other race persons. Journal of Social Issues, 41, 139-155.

BUSWELL, G. T. How People look at pictures. Chicago: University of Chicago Press, 1935.

CALDARA R, ROSSION B, BOVET P, HAUERT C A, 2004 "Event-related potentials and time course of the ’other-race’ face classification advantage" Neuroreport 15 905-910

CAO R, WANG S, RAO C, FU J. Task-irrelevant own-race faces capture attention: eye-tracking evidence. Scand J Psychol. 2013 Apr;54(2):78-81. doi: 10.1111/sjop.12027. Epub 2013 Jan 3. PMID: 23282372.

CHANCE, J. E., TURNER, A. L., & GOLDSTEIN, A. G. (1982). Development of differential recognition for own and other-race faces. Journal of Psychology, 112, 29-37.

CHANCE, J. E., & GOLDSTEIN, A. G. (1996). The other race effect and eyewitness identification. In S. L. Sporer, R. S. Malpass, & G. Koehnken (Eds.), Psychological Issues in Eyewitness Identification (pp. 153-176). Mahwah, NJ: Erlbaum.

CHEN L, WASSERMANN D, ABRAMS DA, KOCHALKA J, GALLARDO-DIEZ G, MENON V. The visual word form area (VWFA) is part of both language and attention circuitry. Nature Communications. 10: 5601. PMID 31811149 DOI: 10.1038/s41467-019-13634-z

COHEN, L. LEHÉRICY, S.; CHOCHON, F.; LEMER, C.; RIVAUD,S.; DEHAENE, S. (2002) Language-specific tuning of visual cortex? Functional properties of the visual word form area. Brain 125, 1054–1069.

COHEN, L., DEHAENE, S. (2004) Specialization within the ventral stream: the case for the visual word form area. Neuroimage, v. 22. 231-247.

DEHAENE-LAMBERTZ G, MONZALVO K, DEHAENE S. (2018) The emergence of the visual word form: Longitudinal evolution of category-specific ventral visual areas during reading acquisition. PLOS Biology 16(3): e2004103.

DEHAENE, S., PEGADO, F., BRAGA, L.W., VENTURA, P., FILHO, 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, v.330, n.6009, p. 1359.

DEHAENE, S.; COHEN, L. (2011) The unique role of the visual word form area in reading. Trends in Cognitive Sciences 15(6):254-62.

DE MORAES, R. JR., MARINHO DE SOUSA, B., AND FUKUSIMA, S. (2014). Hemispheric specialization in face recognition: from spatial frequencies to holistic/analytic cognitive processing. Psychol. Neurosci. 7, 503–511.

DHARANI, K. (2015). Chapter 8 - Memory, Intelligence and Molecular Grid In: The Biology of Thought, Editor(s): Krishnagopal Dharani, Academic Press, Pages 143-161.

DICARLO, J. J., ZOCCOLAN, D., RUST, N. C. (2012) How does the brain solve visual object recognition? Neuron, v.73, n.3, p. 415–434,

FRANKS, J. J., & BRANSFORD, J. D. (1971). Abstraction of visual patterns. Journal of Experimental Psychology, 90, 65-74.

FU, G., HU, C. S., WANG, Q., QUINN, P. C., & LEE, K. (2012). Adults scan own- and other-race faces differently. PloS one, 7(6), e37688. https://doi.org/10.1371/journal.pone.0037688

FURL, N., PHILLIPS, P. J., & O’TOOLE, A. J. (2002). Face recognition algorithms and the other race effect: Computational mechanisms for a developmental contact hypothesis. Cognitive Science, 26, 797-815.

GIESE MA, LEOPOLD DA. Physiologically inspired neural model for the encoding of face spaces. Neurocomputing. 2005;65-66:93–101.

GRONER R, WALDER F, GRONER M (1984) Looking at faces: local and global aspects of scanpaths. In: Gale AG, Johnson F, eds. Theoretical and applied aspects of eye movements research. Amsterdam: Elsevier. pp 523–533.

HENRICH, J., HEINE, S AND NORENZAYAN, A. (2010). The weirdest people in the world? Behavioral and Brain Sciences 33: 61-135. doi:10.1017/S0140525X0999152X.

HOLMES, T, ZANKER, J. M. Using an Oculomotor Signature as an Indicator of Aesthetic Preference in Perception, Sage Journal Volume: 3 issue: 7, page(s): 426-439

KOLINSKY, R., & FERNANDES, T. (2014). A cultural side effect: Learning to read interferes with identity processing of familiar objects. Frontiers in Psychology, 5, Article 1224.

KOLINSKY, R., VERHAEGHE A., FERNANDES T., MENGARDA E., GRIMMCABRAL L., MORAIS J. (2011). Enantiomorphy through the looking glass: literacy effects on mirror-image discrimination. J. Exp. Psychol. 140 210–238. 10.1037/a0022168 - DOI - PubMed

KOLINSKY, R; VERHAEGHE., 2014 A. How literacy affects vision: further data on the processing of mirror images by illiterate adults. Revista LinguíStica / Universidade Federal do Rio de Janeiro. V7, N2. ISSN 1808-835X

LEWIS MB. Face-space-R: Towards a unified account of face recognition. Visual Cognition. 2004;11:29–69

LINDSAY, D. S., CHRISTIAN, M. A., & JACK, P. C. (1991). Other-race face perception. Journal of Applied Psychology, 76, 587-589.

LÓPEZ-BARROSO D, THIEBAUT DE SCHOTTEN M, MORAIS J, KOLINSKY R, BRAGA LW, GUERREIRO-TAUIL A, DEHAENE S, COHEN L. (2020). Impact of literacy on the functional connectivity of vision and language related networks. Neuroimage. 116722.

MAIA M (2008) Processos bottom-up e top-down no rastreamento ocular de imagens. Veredas on-line – Psicolinguística – 2/2008, P. 01-07.

MAIA, M; LEMLE, M; FRANÇA, A. I. Efeito Stroop e rastreamento ocular no processamento de palavras. Ciências & Cognição (UFRJ), v.12, p.02 - 17, 2007.

MASSARO D, SAVAZZI F, DI DIO C, FREEDBERG D, GALLESE V, et al. (2012) When Art Moves the Eyes: A Behavioral and Eye-Tracking Study. PLoS ONE 7(5): e37285.

MCCANDLISS, B.; COHEN, L.; DEHAENE, S. (2003) The visual word form area: expertise for reading in the fusiform gyrus TRENDS in Cognitive Sciences Vol.7 No.7.

MEISSNER, C. A., AND BRIGHAM, J. C. (2001). Thirty years of investigating the own-race bias in memory for faces: a meta-analytic review. Psychol. Public Policy Law 7, 3–35. doi: 10.1037//1076-8971.7.1.3

MORAIS, J., & KOLINSKY, R. (2005). Literacy and cognitive change. In M. Snowling & C. Hulme (Eds.), The science of reading: A handbook (pp. 188–203). Oxford, England: Blackwell

ORUC, I.; BALAS, B LANDY, M.S. (2019) Vision Face perception: A brief journey through recent discoveries and current directions. Vision Res. 157:1-9.

PEGADO, F., NAKAMURA, K., COHEN, L. AND DEHAENE, S. (2011) Breaking the symmetry: mirror discrimination for single letters but not for pictures in the Visual Word Form Area. Neuroimage, 55(2), 742–9.

PRICE C.J.; DEVLIN J.T. (2003) The myth of the visual word form area. Neuroimage. 19: 473

RHODES, G., BRAKE, S., TAYLOR, K., E TAN, S. (1989) Expertise and configural coding in face recognition. British Journal of Psychology, 80, 313-331.

RHODES, G., BRENNAN, S., & CAREY, S. (1987). Identification and ratings of caricatures: Implications for mental representations of faces. Cognitive Psychology, 19, 473-497.

RHODES G, JEFFERY L. Adaptive norm-based coding of facial identity. Vision Research. 2006;46:2977–2987.

ROSCH, E., Prototype classification and logical classification: The two systems in Scholnick, E., New Trends in Cognitive Representation: Challenges to Piaget's Theory. Hillsdale, NJ: Lawrence Erlbaum Associates: 73-86, 1983.

ROSSION B, HANSEEUW B, DRICOT L. Defining face perception areas in the human brain: a large-scale factorial fMRI face localizer analysis. Brain Cogn. 2012 Jul;79(2):138-57. doi: 10.1016/j.bandc.2012.01.001.

SOUZA, W. C. (2008) Face perception in its neurobiological and social context. Psychol. Neurosci. vol.1, n.1.

SPORER, S. L. (2001). Recognizing faces of other ethnic groups: an integration of theories. Psychol. Public Policy Law 7, 36–97. doi: 10.1037/1076-8971.7.1.36

TANAKA, J. W., AND PIERCE, L. J. (2009). The neural plasticity of other-race face recognition. Cognit. Affect. Behav. Neurosci. 9, 122–131. doi: 10.3758/CABN.9.1.122

TANG, H., KREIMAN, G. (2017). Recognition of Occluded Objects. 10.1007/978-981-10-0213-7_3.

TSAO, D. Y., AND LIVINGSTONE, M. S. (2008). Mechanisms of face perception. Annu. Rev. Neurosci. 31, 411–437.

VALENTINE, T A unified account of the effects of distinctiveness, inversion, and race in face recognition. Q J Exp Psychol A. 1991 May; 43(2):161-204.

VENTURA P. (2014). Let's face it: reading acquisition, face and word processing. Frontiers in psychology, 5, 787. https://doi.org/10.3389/fpsyg.2014.00787

YARBUS, A. L. (1967). Eye movements and vision (B. Haigh, Trans.). New York: Plenum Press.

WHALEN, D.H. AND MCDONOUGH, J. (2015). Taking the Laboratory into the Field. Annual Review of Linguistics 1: 395-415