DOCUMENTS

The ability to follow new instructions is crucial for acquiring behaviors and the cultural
transmission of performance-related knowledge. In this article, we discuss the observation
that successful instruction following seems to require both the capacity to understand verbal
information, but also the ability to transform this information into a procedural format. Here
we review the behavioural and neuroimaging literature on following new instructions and
discuss how it contributes to our understanding of the functional mechanisms underlying
instruction following. Based on this review, we distinguish three phases of instruction
following. In the instruction phase, the declarative information of the task instruction is
transformed into a task model consisting of a structured representation of the relevant
condition-action rules. In the implementation phase, elements of this task model are
transformed into a highly accessible state guiding behaviour. In the application phase, the
relevant condition-action rules are applied. We discuss the boundary conditions and capacity
limits of these phases, determine their neural correlates, and relate them to recent models
of working memory.

Standard dual process models in the action domain postulate that stimulus-driven
processes are responsible for suboptimal behavior because they take them to be rigid and
automatic and therefore the default. We propose an alternative dual process model in which
goal-directed processes are the default instead. We then transfer the dual process logic from
the action domain to the emotion domain. This reveals that emotional action tendencies are
often attributed to stimulus-driven processes. Our alternative model submits that emotional
action tendencies can also be caused by goal-directed processes. We evaluate the type of
empirical evidence required for validating our model and we consider implications of our
model for behavior change, encouraging strategies focused on the expectancies and values of
action outcomes.

Unlike other animals, humans have the unique ability to share and use verbal instructions to prepare
for upcoming tasks. Recent research showed that instructions are sufficient for the automatic, reflexlike activation of responses. However, systematic studies into the limits of these automatic effects of
task instructions remain relatively scarce. In this study, we set out to investigate whether this
instruction-based automatic activation of responses can be context-dependent. Specifically,
participants performed a task of which the stimulus-response rules and context (location on the screen)
could either coincide or not with those of an instructed to-be-performed task (whose instructions
changed every run). In two experiments, we showed that the instructed task rules had an automatic
impact on performance – performance was slowed down when the merely instructed task rules did not
coincide, but, importantly, this effect was not context-dependent. Interestingly, a third and fourth
experiment suggests that context dependency can actually be observed, but only when practicing the
task in its appropriate context for over sixty trials or after a sufficient amount of practice on a fixed
context (the context was the same for all instructed tasks). Together, these findings seem to suggest
that instructions can establish stimulus-response representations that have a reflexive impact on
behavior, but are insensitive to the context in which the task is known to be valid. Instead, contextspecific task representations seem to require practice.

With the discovery of the blocking effect, learning theory took a huge leap forward, because
blocking provided a crucial clue that surprise is what drives learning. This in turn stimulated the
development of novel association-formation theories of learning. Eventually, the ability to explain
blocking became nothing short of a touchstone for the validity of any theory of learning, including
propositional and other non-associative theories. The abundance of publications reporting a
blocking effect and the importance attributed to it suggest that it is a robust phenomenon. Yet, in
the current paper we report fifteen failures to observe a blocking effect despite the use of
procedures that are highly similar or identical to those used in published studies. Those failures raise
doubts regarding the canonical nature of the blocking effect and call for a reevaluation of the central
status of blocking in theories of learning. They may also illustrate how publication bias influences
our perspective towards the robustness and reliablilty of seemingly established effects in the
psychological literature.

Evaluative conditioning (EC) is sometimes portrayed as a primitive way of changing attitudes
that is fundamentally different from persuasion via arguments. We provide a new perspective
on the nature of EC and its relation to persuasion by exploring the idea that stimulus pairings
can function as a symbol that conveys the nature of the relation between stimuli. We put
forward the concept of symbolic EC to refer to changes in liking that occur because stimulus
pairings function as symbols. The idea of symbolic EC is consistent with at least some current
theories of persuasion. It clarifies what EC research can add to the understanding of the origins
of our preferences and has implications for how (symbolic and non-symbolic) EC can be
established, the boundaries of EC research, and cognitive and functional models of EC.

Ventura, P., Fernandes, T., Cohen, L., Morais, J., Kolinsky, R., & Dehaene, S. (2013). Literacy acquisition reduces the influence of automatic holistic processing of faces and houses. NeuroScience Letters, 554, 105-109.

Writing was invented too recently to have influenced the human genome. Consequently, reading acqui- sition must rely on partial recycling of pre-existing brain systems. Prior fMRI evidence showed that in literates a left-hemispheric visual region increases its activation to written strings relative to illit- erates and reduces its response to faces. Increasing literacy also leads to a stronger right-hemispheric lateralization for faces. Here, we evaluated whether this reorganization of the brain’s face system has behavioral consequences for the processing of non-linguistic visual stimuli. Three groups of adult illiter- ates, ex-illiterates and literates were tested with the sequential composite face paradigm that evaluates the automaticity with which faces are processed as wholes. Illiterates were consistently more holistic than participants with reading experience in dealing with faces. A second experiment replicated this effect with both faces and houses. Brain reorganization induced by literacy seems to reduce the influence of automatic holistic processing of faces and houses by enabling the use of a more analytic and flexible processing strategy, at least when holistic processing is detrimental to the task.

Kolinsky, R., Morais, J., Cohen, L., Dehaene-Lambertz, G. & Dehaene, S. (2014). L’influence de l’apprentissage du langage écrit sur les aires du langage/The impact of literacy on the language brain areas. Revue de Neuropsychologie, 6, 173-181.

L’acquisition de la lecture et de l’écriture, ou littératie,constitue vraisemblablement l’un des plus puissants instruments de transformation cognitive et cérébrale que nous acquérons au cours de notre vie. Dans cette revue, nous discutons du fait que, en plus de permettre l’acquisition de nouvelles connaissances (par l’intermédiaire de la lecture) et le stockage extérieur de l’information (via les notes manuscrites, les livres, les ordinateurs, etc.), la littéeatie entraîne trois grands types de changements dans les circuits cérébraux du langage. Nous illustrons le fait que l’apprentissage de l’écrit mène non seulement à une activation des aires du langage parlé par l’écrit, mais aussi à des modifications du traitement du langage parlé lui-même, et ce par deux mécanismes. En effet, la littératie améliore le codage phonologique (dans le planum temporale) et conduit, dans certaines situations d’écoute, à une activation « top-down » des représentations orthographiques (dans le cortex occipito-temporal gauche). En outre, l’acquisition de la littératie s’accompagne de changements anatomiques, notamment dans la connectivité intra- et inter-hémisphérique. Pour finir, nous discutons des implications théoriques et pratiques de ces découvertes pour les neuropsychologues.

Kolinsky, R., & Fernandes, T. (2014). A cultural side effect: Learning to read interferes with object identity processing. Frontiers in Psychology. 5: 1224 doi: 10.3389/fpsyg.2014.01224

Based on the "neuronal recycling hypothesis" (Dehaene and Cohen, 2007), we examined whether reading acquisition has a cost for the recognition of non-linguistic visual materials. More specifically, we checked whether the ability to discriminate between mirror images, which develops through literacy acquisition, interferes with object identity judgments, and whether interference strength varies as a function of the nature of the non-linguistic material. To these aims we presented illiterate, late literate (who learned to read at adult age), and early literate adults with an orientation-independent, identity-based same-different comparison task in which they had to respond “same” to both physically identical and mirrored or plane-rotated images of pictures of familiar objects (Experiment 1) or of geometric shapes (Experiment 2). Interference from irrelevant orientation variations was stronger with plane rotations than with mirror images, and stronger with geometric shapes than with objects. Illiterates were the only participants almost immune to mirror variations, but only for familiar objects. Thus, the process of unlearning mirror-image generalization, necessary to acquire literacy in the Latin alphabet, has a cost for a basic function of the visual ventral object recognition stream, i.e., identification of familiar objects. This demonstrates that neural recycling is not just an adaptation to multi-use but a process of at least partial exaptation.

Kolinsky, R., Monteiro-Plantin, R. S., Mengarda, E. J., Grimm-Cabral, L., Scliar-Cabral, L., & Morais, J. (2014). How formal education and literacy impact on the content and structure of semantic categories. Trends in Neuroscience and Education, 3, 106-121. DOI: 10.1016/j.tine.2014.08.001

We examined the hypothesis that formal education and literacy impact the richness and precision of semantic knowledge but not the organization of semantic categories and basic mechanisms of access to them.
In Experiment 1, adults of varying levels of formal education were presented with semantic fluency tests and a superordinate naming task. Experiment 2 examined the impact of reading proficiency on adults of varying degrees of literacy. They were presented with simple semantic, alternating semantic and phonemic fluency tasks, as well as with literacy-related, reasoning and memory tests.
Fluency was analyzed in terms of overall performance, sequential order and speed of responses. Despite lower performance, illiterates and adults with null or limited formal education displayed taxonomic clustering and retrieval by semantic subcategory, as did participants with higher formal education levels. Yet, formal education and literacy slightly speed up access to categories, probably providing useful cues for generating category exemplars.

Kolinsky, R. (2015). How learning to read influences language and cognition. In A. Pollatsek & R. Treiman (Eds.), The Oxford Handbook of Reading. New York: Oxford University Press (pp. 377-393). doi: 10.1093/oxfordhb/9780199324576.013.29.

As illustrated in this handbook, a substantial body of work now exists that examines which factors
and functions affect reading acquisition and reading pro ciency, and which brain areas are involved. The converse relationship—namely, which functions and brain areas are affected by literacy—has received
far less attention, probably because reading acquisition lags speech and vision by several years and because the crucial comparison of illiterate adults with people who learned to read as adults is difficult to undertake. However, this chapter illustrates that learning to read has profound influences on the processing of spoken language and beyond the domain of language, in particular on visual nonlinguistic perception. The chapter discusses research with literate adults in these areas, including the influence of spelling knowledge on speech perception. It also covers research with illiterate adults and on people who first learned to read as adults.

Dehaene, S., Cohen, L., Morais, J., & Kolinsky, R. (2015). Illiterate to literate: Behavioural and cerebral changes induced by reading acquisition. Nature Reviews Neuroscience, 16, 234-244. The acquisition of literacy transforms the human brain. By reviewing studies of illiterate subjects, we propose specific hypotheses on how the functions of core brain systems are partially reoriented or ‘recycled’ when learning to read. Literacy acquisition improves early visual processing and reorganizes the ventral occipito-temporal pathway: responses to written characters are increased in the left occipito-temporal sulcus, whereas responses to faces shift towards the right hemisphere. Literacy also modifies phonological coding and strengthens the functional and anatomical link between phonemic and graphemic representations. Literacy acquisition therefore provides a remarkable example of how the brain reorganizes to accommodate a novel cultural skill.

105. Pegado, F., Comerlato, E., Ventura, F., Jobert, A., Nakamura, K., Buiatti, M., Ventura, P., Dehaene-Lambertz, G., Kolinsky, R., Morais, J., Braga, L. W., Cohen, L., & Dehaene, S. (2014). Timing the impact of literacy on visual processing. Proceedings of the National Academy of Sciences of the United States of America, 111(49), E5233–E5242. doi: 10.1073/pnas.1417347111.

Learning to read requires the acquisition of an efficient visual procedure for quickly recognizing fine print. Thus, reading practice could induce a perceptual learning effect in early vision. Using functional magnetic resonance imaging (fMRI) in literate and illiterate adults, we previously demonstrated an impact of reading acquisition on both high- and low-level occipitotemporal visual areas, but could not resolve the time course of these effects. To clarify whether literacy affects early vs. late stages of visual processing, we measured event-related potentials to various categories of visual stimuli in healthy adults with variable levels of literacy, including completely illiterate subjects, early-schooled literate subjects, and subjects who learned to read in adulthood (ex-illiterates). The stimuli included written letter strings forming pseudowords, on which literacy is expected to have a major impact, as well as faces, houses, tools, checkerboards, and false fonts. To evaluate the precision with which these stimuli were encoded, we studied repetition effects by presenting the stimuli in pairs composed of repeated, mirrored, or unrelated pictures from the same category. The results indicate that reading ability is correlated with a broad enhancement of early visual processing, including increased repetition suppression, suggesting better exemplar discrimination, and increased mirror discrimination, as early as ∼100–150 ms in the left occipitotemporal region. These effects were found with letter strings and false fonts, but also were partially generalized to other visual categories. Thus, learning to read affects the magnitude, precision, and invariance of early visual processing.

Demoulin, C., & Kolinsky, R. (2016, in press). Does learning to read shape verbal working memory? Psychonomic Bulletin & Review . DOI 10.3758/s13423-015-0956-7. Many experimental studies have investigated the relationship between the acquisition of reading and working memory in a unidirectional way, attempting to determine to what extent individual differences in working memory can predict reading achievement. In contrast, very little attention has been dedicated to the converse possibility that learning to read shapes the development of verbal memory processes. In this paper, we present available evidence that advocates a more prominent role for reading acquisition on verbal working memory and then discuss the potential mechanisms of such literacy effects. First, the early decoding activities might bolster the development of subvocal rehearsal, which, in turn, would enhance serial order performance in immediate memory tasks. In addition, learning to read and write in an alphabetical system allows the emergence of phonemic awareness and finely tuned phonological representations, as well as of orthographic representations. This could improve the quality, strength, and precision of lexical representations, and hence offer better support for the temporary encoding of memory items and/or for their retrieval.

Fernandes, T., Leite, I., & Kolinsky, R. (2016, in press). Into the looking glass: Literacy acquisition and mirror invariance in preschool and first-grade children. Child Development. At what point in reading development does literacy impact object recognition and orientation processing? Is it specific to mirror images? To answer these questions, forty-six 5-7-year-old preschoolers and first graders performed two same-different tasks differing in the matching criterion - orientation-based vs. shape-based (orientation-independent) - on geometric shapes and letters. On orientation-based judgments, first graders outperformed preschoolers who had the strongest difficulty with mirrored pairs. On shape-based judgments, first graders were slower for mirrored than identical pairs, and even slower than preschoolers. This mirror cost emerged with letter knowledge. Only first graders presented worse shape-based judgments for mirrored and rotated pairs of reversible (e.g., b-d; b-q) than non-reversible (e.g., e-ә) letters, indicating readers’ difficulty in ignoring orientation-contrasts relevant to letters.