Publications

Displaying 801 - 900 of 1173
  • Ravignani, A., Thompson, B., Lumaca, M., & Grube, M. (2018). Why do durations in musical rhythms conform to small integer ratios? Frontiers in Computational Neuroscience, 12: 86. doi:10.3389/fncom.2018.00086.

    Abstract

    One curious aspect of human timing is the organization of rhythmic patterns in small integer ratios. Behavioral and neural research has shown that adjacent time intervals in rhythms tend to be perceived and reproduced as approximate fractions of small numbers (e.g., 3/2). Recent work on iterated learning and reproduction further supports this: given a randomly timed drum pattern to reproduce, participants subconsciously transform it toward small integer ratios. The mechanisms accounting for this “attractor” phenomenon are little understood, but might be explained by combining two theoretical frameworks from psychophysics. The scalar expectancy theory describes time interval perception and reproduction in terms of Weber's law: just detectable durational differences equal a constant fraction of the reference duration. The notion of categorical perception emphasizes the tendency to perceive time intervals in categories, i.e., “short” vs. “long.” In this piece, we put forward the hypothesis that the integer-ratio bias in rhythm perception and production might arise from the interaction of the scalar property of timing with the categorical perception of time intervals, and that neurally it can plausibly be related to oscillatory activity. We support our integrative approach with mathematical derivations to formalize assumptions and provide testable predictions. We present equations to calculate durational ratios by: (i) parameterizing the relationship between durational categories, (ii) assuming a scalar timing constant, and (iii) specifying one (of K) category of ratios. Our derivations provide the basis for future computational, behavioral, and neurophysiological work to test our model.
  • Raviv, L., & Arnon, I. (2018). Systematicity, but not compositionality: Examining the emergence of linguistic structure in children and adults using iterated learning. Cognition, 181, 160-173. doi:10.1016/j.cognition.2018.08.011.

    Abstract

    Recent work suggests that cultural transmission can lead to the emergence of linguistic structure as speakers’ weak individual biases become amplified through iterated learning. However, to date no published study has demonstrated a similar emergence of linguistic structure in children. The lack of evidence from child learners constitutes a problematic
    2
    gap in the literature: if such learning biases impact the emergence of linguistic structure, they should also be found in children, who are the primary learners in real-life language transmission. However, children may differ from adults in their biases given age-related differences in general cognitive skills. Moreover, adults’ performance on iterated learning tasks may reflect existing (and explicit) linguistic biases, partially undermining the generality of the results. Examining children’s performance can also help evaluate contrasting predictions about their role in emerging languages: do children play a larger or smaller role than adults in the creation of structure? Here, we report a series of four iterated artificial language learning studies (based on Kirby, Cornish & Smith, 2008) with both children and adults, using a novel child-friendly paradigm. Our results show that linguistic structure does not emerge more readily in children compared to adults, and that adults are overall better in both language learning and in creating linguistic structure. When languages could become underspecified (by allowing homonyms), children and adults were similar in developing consistent mappings between meanings and signals in the form of structured ambiguities. However, when homonimity was not allowed, only adults created compositional structure. This study is a first step in using iterated language learning paradigms to explore child-adult differences. It provides the first demonstration that cultural transmission has a different effect on the languages produced by children and adults: While children were able to develop systematicity, their languages did not show compositionality. We focus on the relation between learning and structure creation as a possible explanation for our findings and discuss implications for children’s role in the emergence of linguistic structure.

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  • Raviv, L., & Arnon, I. (2018). The developmental trajectory of children’s auditory and visual statistical learning abilities: Modality-based differences in the effect of age. Developmental Science, 21(4): e12593. doi:10.1111/desc.12593.

    Abstract

    Infants, children and adults are capable of extracting recurring patterns from their environment through statistical learning (SL), an implicit learning mechanism that is considered to have an important role in language acquisition. Research over the past 20 years has shown that SL is present from very early infancy and found in a variety of tasks and across modalities (e.g., auditory, visual), raising questions on the domain generality of SL. However, while SL is well established for infants and adults, only little is known about its developmental trajectory during childhood, leaving two important questions unanswered: (1) Is SL an early-maturing capacity that is fully developed in infancy, or does it improve with age like other cognitive capacities (e.g., memory)? and (2) Will SL have similar developmental trajectories across modalities? Only few studies have looked at SL across development, with conflicting results: some find age-related improvements while others do not. Importantly, no study to date has examined auditory SL across childhood, nor compared it to visual SL to see if there are modality-based differences in the developmental trajectory of SL abilities. We addressed these issues by conducting a large-scale study of children's performance on matching auditory and visual SL tasks across a wide age range (5–12y). Results show modality-based differences in the development of SL abilities: while children's learning in the visual domain improved with age, learning in the auditory domain did not change in the tested age range. We examine these findings in light of previous studies and discuss their implications for modality-based differences in SL and for the role of auditory SL in language acquisition. A video abstract of this article can be viewed at: https://www.youtube.com/watch?v=3kg35hoF0pw.

    Additional information

    Video abstract of the article
  • Raviv, L., Meyer, A. S., & Lev-Ari, S. (2018). The role of community size in the emergence of linguistic structure. In C. Cuskley, M. Flaherty, H. Little, L. McCrohon, A. Ravignani, & T. Verhoef (Eds.), Proceedings of the 12th International Conference on the Evolution of Language (EVOLANG XII) (pp. 402-404). Toruń, Poland: NCU Press. doi:10.12775/3991-1.096.
  • Redl, T., Eerland, A., & Sanders, T. J. M. (2018). The processing of the Dutch masculine generic zijn ‘his’ across stereotype contexts: An eye-tracking study. PLoS One, 13(10): e0205903. doi:10.1371/journal.pone.0205903.

    Abstract

    Language users often infer a person’s gender when it is not explicitly mentioned. This information is included in the mental model of the described situation, giving rise to expectations regarding the continuation of the discourse. Such gender inferences can be based on two types of information: gender stereotypes (e.g., nurses are female) and masculine generics, which are grammatically masculine word forms that are used to refer to all genders in certain contexts (e.g., To each his own). In this eye-tracking experiment (N = 82), which is the first to systematically investigate the online processing of masculine generic pronouns, we tested whether the frequently used Dutch masculine generic zijn ‘his’ leads to a male bias. In addition, we tested the effect of context by introducing male, female, and neutral stereotypes. We found no evidence for the hypothesis that the generically-intended masculine pronoun zijn ‘his’ results in a male bias. However, we found an effect of stereotype context. After introducing a female stereotype, reading about a man led to an increase in processing time. However, the reverse did not hold, which parallels the finding in social psychology that men are penalized more for gender-nonconforming behavior. This suggests that language processing is not only affected by the strength of stereotype contexts; the associated disapproval of violating these gender stereotypes affects language processing, too.

    Additional information

    pone.0205903.s001.pdf data files
  • Reesink, G. (2013). Expressing the GIVE event in Papuan languages: A preliminary survey. Linguistic Typology, 17(2), 217-266. doi:10.1515/lity-2013-0010.

    Abstract

    The linguistic expression of the GIVE event is investigated in a sample of 72 Papuan languages, 33 belonging to the Trans New Guinea family, 39 of various non-TNG lineages. Irrespective of the verbal template (prefix, suffix, or no indexation of undergoer), in the majority of languages the recipient is marked as the direct object of a monotransitive verb, which sometimes involves stem suppletion for the recipient. While a few languages allow verbal affixation for all three arguments, a number of languages challenge the universal claim that the `give' verb always has three arguments.
  • Regier, T., Khetarpal, N., & Majid, A. (2013). Inferring semantic maps. Linguistic Typology, 17, 89-105. doi:10.1515/lity-2013-0003.

    Abstract

    Semantic maps are a means of representing universal structure underlying crosslanguage semantic variation. However, no algorithm has existed for inferring a graph-based semantic map from data. Here, we note that this open problem is formally identical to the known problem of inferring a social network from disease outbreaks. From this identity it follows that semantic map inference is computationally intractable, but that an efficient approximation algorithm for it exists. We demonstrate that this algorithm produces sensible semantic maps from two existing bodies of data. We conclude that universal semantic graph structure can be automatically approximated from cross-language semantic data.
  • Reinisch, E., Weber, A., & Mitterer, H. (2013). Listeners retune phoneme categories across languages. Journal of Experimental Psychology: Human Perception and Performance, 39, 75-86. doi:10.1037/a0027979.

    Abstract

    Native listeners adapt to noncanonically produced speech by retuning phoneme boundaries by means of lexical knowledge. We asked whether a second language lexicon can also guide category retuning and whether perceptual learning transfers from a second language (L2) to the native language (L1). During a Dutch lexical-decision task, German and Dutch listeners were exposed to unusual pronunciation variants in which word-final /f/ or /s/ was replaced by an ambiguous sound. At test, listeners categorized Dutch minimal word pairs ending in sounds along an /f/–/s/ continuum. Dutch L1 and German L2 listeners showed boundary shifts of a similar magnitude. Moreover, following exposure to Dutch-accented English, Dutch listeners also showed comparable effects of category retuning when they heard the same speaker speak her native language (Dutch) during the test. The former result suggests that lexical representations in a second language are specific enough to support lexically guided retuning, and the latter implies that production patterns in a second language are deemed a stable speaker characteristic likely to transfer to the native language; thus retuning of phoneme categories applies across languages.
  • Reinisch, E., & Sjerps, M. J. (2013). The uptake of spectral and temporal cues in vowel perception is rapidly influenced by context. Journal of Phonetics, 41, 101-116. doi:10.1016/j.wocn.2013.01.002.

    Abstract

    Speech perception is dependent on auditory information within phonemes such as spectral or temporal cues. The perception of those cues, however, is affected by auditory information in surrounding context (e.g., a fast context sentence can make a target vowel sound subjectively longer). In a two-by-two design the current experiments investigated when these different factors influence vowel perception. Dutch listeners categorized minimal word pairs such as /tɑk/–/taːk/ (“branch”–“task”) embedded in a context sentence. Critically, the Dutch /ɑ/–/aː/ contrast is cued by spectral and temporal information. We varied the second formant (F2) frequencies and durations of the target vowels. Independently, we also varied the F2 and duration of all segments in the context sentence. The timecourse of cue uptake on the targets was measured in a printed-word eye-tracking paradigm. Results show that the uptake of spectral cues slightly precedes the uptake of temporal cues. Furthermore, acoustic manipulations of the context sentences influenced the uptake of cues in the target vowel immediately. That is, listeners did not need additional time to integrate spectral or temporal cues of a target sound with auditory information in the context. These findings argue for an early locus of contextual influences in speech perception.
  • Reinisch, E., Jesse, A., & Nygaard, L. C. (2013). Tone of voice guides word learning in informative referential contexts. Quarterly Journal of Experimental Psychology, 66, 1227-1240. doi:10.1080/17470218.2012.736525.

    Abstract

    Listeners infer which object in a visual scene a speaker refers to from the systematic variation of the speaker's tone of voice (ToV). We examined whether ToV also guides word learning. During exposure, participants heard novel adjectives (e.g., “daxen”) spoken with a ToV representing hot, cold, strong, weak, big, or small while viewing picture pairs representing the meaning of the adjective and its antonym (e.g., elephant-ant for big-small). Eye fixations were recorded to monitor referent detection and learning. During test, participants heard the adjectives spoken with a neutral ToV, while selecting referents from familiar and unfamiliar picture pairs. Participants were able to learn the adjectives' meanings, and, even in the absence of informative ToV, generalise them to new referents. A second experiment addressed whether ToV provides sufficient information to infer the adjectival meaning or needs to operate within a referential context providing information about the relevant semantic dimension. Participants who saw printed versions of the novel words during exposure performed at chance during test. ToV, in conjunction with the referential context, thus serves as a cue to word meaning. ToV establishes relations between labels and referents for listeners to exploit in word learning.
  • Reis, A., Faísca, L., Ingvar, M., & Petersson, K. M. (2006). Color makes a difference: Two-dimensional object naming in literate and illiterate subjects. Brain and Cognition, 60, 49-54. doi:10.1016/j.bandc.2005.09.012.

    Abstract

    Previous work has shown that illiterate subjects are better at naming two-dimensional representations of real objects when presented as colored photos as compared to black and white drawings. This raises the question if color or textural details selectively improve object recognition and naming in illiterate compared to literate subjects. In this study, we investigated whether the surface texture and/or color of objects is used to access stored object knowledge in illiterate subjects. A group of illiterate subjects and a matched literate control group were compared on an immediate object naming task with four conditions: color and black and white (i.e., grey-scaled) photos, as well as color and black and white (i.e., grey-scaled) drawings of common everyday objects. The results show that illiterate subjects perform significantly better when the stimuli are colored and this effect is independent of the photographic detail. In addition, there were significant differences between the literacy groups in the black and white condition for both drawings and photos. These results suggest that color object information contributes to object recognition. This effect was particularly prominent in the illiterate group
  • Rey, A., & Schiller, N. O. (2006). A case of normal word reading but impaired letter naming. Journal of Neurolinguistics, 19(2), 87-95. doi:10.1016/j.jneuroling.2005.09.003.

    Abstract

    A case of a word/letter dissociation is described. The present patient has a quasi-normal word reading performance (both at the level of speed and accuracy) while he has major problems in nonword and letter reading. More specifically, he has strong difficulties in retrieving letter names but preserved abilities in letter identification. This study complements previous cases reporting a similar word/letter dissociation by focusing more specifically on word reading and letter naming latencies. The results provide new constraints for modeling the role of letter knowledge within reading processes and during reading acquisition or rehabilitation.
  • Riedel, M., Wittenburg, P., Reetz, J., van de Sanden, M., Rybicki, J., von Vieth, B. S., Fiameni, G., Mariani, G., Michelini, A., Cacciari, C., Elbers, W., Broeder, D., Verkerk, R., Erastova, E., Lautenschlaeger, M., Budich, R. G., Thielmann, H., Coveney, P., Zasada, S., Haidar, A. and 9 moreRiedel, M., Wittenburg, P., Reetz, J., van de Sanden, M., Rybicki, J., von Vieth, B. S., Fiameni, G., Mariani, G., Michelini, A., Cacciari, C., Elbers, W., Broeder, D., Verkerk, R., Erastova, E., Lautenschlaeger, M., Budich, R. G., Thielmann, H., Coveney, P., Zasada, S., Haidar, A., Buechner, O., Manzano, C., Memon, S., Memon, S., Helin, H., Suhonen, J., Lecarpentier, D., Koski, K., & Lippert, T. (2013). A data infrastructure reference model with applications: Towards realization of a ScienceTube vision with a data replication service. Journal of Internet Services and Applications, 4, 1-17. doi:10.1186/1869-0238-4-1.

    Abstract

    The wide variety of scientific user communities work with data since many years and thus have already a wide variety of data infrastructures in production today. The aim of this paper is thus not to create one new general data architecture that would fail to be adopted by each and any individual user community. Instead this contribution aims to design a reference model with abstract entities that is able to federate existing concrete infrastructures under one umbrella. A reference model is an abstract framework for understanding significant entities and relationships between them and thus helps to understand existing data infrastructures when comparing them in terms of functionality, services, and boundary conditions. A derived architecture from such a reference model then can be used to create a federated architecture that builds on the existing infrastructures that could align to a major common vision. This common vision is named as ’ScienceTube’ as part of this contribution that determines the high-level goal that the reference model aims to support. This paper will describe how a well-focused use case around data replication and its related activities in the EUDAT project aim to provide a first step towards this vision. Concrete stakeholder requirements arising from scientific end users such as those of the European Strategy Forum on Research Infrastructure (ESFRI) projects underpin this contribution with clear evidence that the EUDAT activities are bottom-up thus providing real solutions towards the so often only described ’high-level big data challenges’. The followed federated approach taking advantage of community and data centers (with large computational resources) further describes how data replication services enable data-intensive computing of terabytes or even petabytes of data emerging from ESFRI projects.
  • Rietbergen, M., Roelofs, A., Den Ouden, H., & Cools, R. (2018). Disentangling cognitive from motor control: Influence of response modality on updating, inhibiting, and shifting. Acta Psychologica, 191, 124-130. doi:10.1016/j.actpsy.2018.09.008.

    Abstract

    It is unclear whether cognitive and motor control are parallel and interactive or serial and independent processes. According to one view, cognitive control refers to a set of modality-nonspecific processes that act on supramodal representations and precede response modality-specific motor processes. An alternative view is that cognitive control represents a set of modality-specific operations that act directly on motor-related representations, implying dependence of cognitive control on motor control. Here, we examined the influence of response modality (vocal vs. manual) on three well-established subcomponent processes of cognitive control: shifting, inhibiting, and updating. We observed effects of all subcomponent processes in reaction times. The magnitude of these effects did not differ between response modalities for shifting and inhibiting, in line with a serial, supramodal view. However, the magnitude of the updating effect differed between modalities, in line with an interactive, modality-specific view. These results suggest that updating represents a modality-specific operation that depends on motor control, whereas shifting and inhibiting represent supramodal operations that act independently of motor control.
  • Rietveld, T., & Chen, A. (2006). How to obtain and process perceptual judgements of intonational meaning. In S. Sudhoff, D. Lenertová, R. Meyer, S. Pappert, P. Augurzky, I. Mleinek, N. Richter, & J. Schliesser (Eds.), Methods in empirical prosody research (pp. 283-319). Berlin: Mouton de Gruyter.
  • Rietveld, C. A., Medland, S. E., Derringer, J., Yang, J., Esko, T., Martin, N. W., Westra, H.-J., Shakhbazov, K., Abdellaoui, A., Agrawal, A., Albrecht, E., Alizadeh, B. Z., Amin, N., Barnard, J., Baumeister, S. E., Benke, K. S., Bielak, L. F., Boatman, J. A., Boyle, P. A., Davies, G. and 184 moreRietveld, C. A., Medland, S. E., Derringer, J., Yang, J., Esko, T., Martin, N. W., Westra, H.-J., Shakhbazov, K., Abdellaoui, A., Agrawal, A., Albrecht, E., Alizadeh, B. Z., Amin, N., Barnard, J., Baumeister, S. E., Benke, K. S., Bielak, L. F., Boatman, J. A., Boyle, P. A., Davies, G., de Leeuw, C., Eklund, N., Evans, D. S., Ferhmann, R., Fischer, K., Gieger, C., Gjessing, H. K., Hägg, S., Harris, J. R., Hayward, C., Holzapfel, C., Ibrahim-Verbaas, C. A., Ingelsson, E., Jacobsson, B., Joshi, P. K., Jugessur, A., Kaakinen, M., Kanoni, S., Karjalainen, J., Kolcic, I., Kristiansson, K., Kutalik, Z., Lahti, J., Lee, S. H., Lin, P., Lind, P. A., Liu, Y., Lohman, K., Loitfelder, M., McMahon, G., Vidal, P. M., Meirelles, O., Milani, L., Myhre, R., Nuotio, M.-L., Oldmeadow, C. J., Petrovic, K. E., Peyrot, W. J., Polasek, O., Quaye, L., Reinmaa, E., Rice, J. P., Rizzi, T. S., Schmidt, H., Schmidt, R., Smith, A. V., Smith, J. A., Tanaka, T., Terracciano, A., van der Loos, M. J. H. M., Vitart, V., Völzke, H., Wellmann, J., Yu, L., Zhao, W., Allik, J., Attia, J. R., Bandinelli, S., Bastardot, F., Beauchamp, J., Bennett, D. A., Berger, K., Bierut, L. J., Boomsma, D. I., Bültmann, U., Campbell, H., Chabris, C. F., Cherkas, L., Chung, M. K., Cucca, F., de Andrade, M., De Jager, P. L., De Neve, J.-E., Deary, I. J., Dedoussis, G. V., Deloukas, P., Dimitriou, M., Eiríksdóttir, G., Elderson, M. F., Eriksson, J. G., Evans, D. M., Faul, J. D., Ferrucci, L., Garcia, M. E., Grönberg, H., Guðnason, V., Hall, P., Harris, J. M., Harris, T. B., Hastie, N. D., Heath, A. C., Hernandez, D. G., Hoffmann, W., Hofman, A., Holle, R., Holliday, E. G., Hottenga, J.-J., Iacono, W. G., Illig, T., Järvelin, M.-R., Kähönen, M., Kaprio, J., Kirkpatrick, R. M., Kowgier, M., Latvala, A., Launer, L. J., Lawlor, D. A., Lehtimäki, T., Li, J., Lichtenstein, P., Lichtner, P., Liewald, D. C., Madden, P. A., Magnusson, P. K. E., Mäkinen, T. E., Masala, M., McGue, M., Metspalu, A., Mielck, A., Miller, M. B., Montgomery, G. W., Mukherjee, S., Nyholt, D. R., Oostra, B. A., Palmer, L. J., Palotie, A., Penninx, B. W. J. H., Perola, M., Peyser, P. A., Preisig, M., Räikkönen, K., Raitakari, O. T., Realo, A., Ring, S. M., Ripatti, S., Rivadeneira, F., Rudan, I., Rustichini, A., Salomaa, V., Sarin, A.-P., Schlessinger, D., Scott, R. J., Snieder, H., St Pourcain, B., Starr, J. M., Sul, J. H., Surakka, I., Svento, R., Teumer, A., Tiemeier, H., van Rooij, F. J. A., Van Wagoner, D. R., Vartiainen, E., Viikari, J., Vollenweider, P., Vonk, J. M., Waeber, G., Weir, D. R., Wichmann, H.-E., Widen, E., Willemsen, G., Wilson, J. F., Wright, A. F., Conley, D., Davey-Smith, G., Franke, L., Groenen, P. J. F., Hofman, A., Johannesson, M., Kardia, S. L. R., Krueger, R. F., Laibson, D., Martin, N. G., Meyer, M. N., Posthuma, D., Thurik, A. R., Timpson, N. J., Uitterlinden, A. G., van Duijn, C. M., Visscher, P. M., Benjamin, D. J., Cesarini, D., Koellinger, P. D., & Study LifeLines Cohort (2013). GWAS of 126,559 individuals identifies genetic variants associated with educational attainment. Science, 340(6139), 1467-1471. doi:10.1126/science.1235488.

    Abstract

    A genome-wide association study (GWAS) of educational attainment was conducted in a discovery sample of 101,069 individuals and a replication sample of 25,490. Three independent single-nucleotide polymorphisms (SNPs) are genome-wide significant (rs9320913, rs11584700, rs4851266), and all three replicate. Estimated effects sizes are small (coefficient of determination R(2) ≈ 0.02%), approximately 1 month of schooling per allele. A linear polygenic score from all measured SNPs accounts for ≈2% of the variance in both educational attainment and cognitive function. Genes in the region of the loci have previously been associated with health, cognitive, and central nervous system phenotypes, and bioinformatics analyses suggest the involvement of the anterior caudate nucleus. These findings provide promising candidate SNPs for follow-up work, and our effect size estimates can anchor power analyses in social-science genetics.

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  • Roberts, L. (2013). Discourse processing. In P. Robinson (Ed.), The Routledge encyclopedia of second language acquisition (pp. 190-194). New York: Routledge.
  • Roberts, S. G. (2013). [Review of the book The Language of Gaming by A. Ensslin]. Discourse & Society, 24(5), 651-653. doi:10.1177/0957926513487819a.
  • Roberts, S. G. (2013). A Bottom-up approach to the cultural evolution of bilingualism. In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Meeting of the Cognitive Science Society (CogSci 2013) (pp. 1229-1234). Austin, TX: Cognitive Science Society. Retrieved from http://mindmodeling.org/cogsci2013/papers/0236/index.html.

    Abstract

    The relationship between individual cognition and cultural phenomena at the society level can be transformed by cultural transmission (Kirby, Dowman, & Griffiths, 2007). Top-down models of this process have typically assumed that individuals only adopt a single linguistic trait. Recent extensions include ‘bilingual’ agents, able to adopt multiple linguistic traits (Burkett & Griffiths, 2010). However, bilingualism is more than variation within an individual: it involves the conditional use of variation with different interlocutors. That is, bilingualism is a property of a population that emerges from use. A bottom-up simulation is presented where learners are sensitive to the identity of other speakers. The simulation reveals that dynamic social structures are a key factor for the evolution of bilingualism in a population, a feature that was abstracted away in the top-down models. Top-down and bottom-up approaches may lead to different answers, but can work together to reveal and explore important features of the cultural transmission process.
  • Roberts, S. G., & Winters, J. (2013). Linguistic diversity and traffic accidents: Lessons from statistical studies of cultural traits. PLoS One, 8(8): e70902. doi:doi:10.1371/journal.pone.0070902.

    Abstract

    The recent proliferation of digital databases of cultural and linguistic data, together with new statistical techniques becoming available has lead to a rise in so-called nomothetic studies [1]–[8]. These seek relationships between demographic variables and cultural traits from large, cross-cultural datasets. The insights from these studies are important for understanding how cultural traits evolve. While these studies are fascinating and are good at generating testable hypotheses, they may underestimate the probability of finding spurious correlations between cultural traits. Here we show that this kind of approach can find links between such unlikely cultural traits as traffic accidents, levels of extra-martial sex, political collectivism and linguistic diversity. This suggests that spurious correlations, due to historical descent, geographic diffusion or increased noise-to-signal ratios in large datasets, are much more likely than some studies admit. We suggest some criteria for the evaluation of nomothetic studies and some practical solutions to the problems. Since some of these studies are receiving media attention without a widespread understanding of the complexities of the issue, there is a risk that poorly controlled studies could affect policy. We hope to contribute towards a general skepticism for correlational studies by demonstrating the ease of finding apparently rigorous correlations between cultural traits. Despite this, we see well-controlled nomothetic studies as useful tools for the development of theories.
  • Roberts, L. (2013). Processing of gender and number agreement in late Spanish bilinguals: A commentary on Sagarra and Herschensohn. International Journal of Bilingualism, 17(5), 628-633. doi:10.1177/1367006911435693.

    Abstract

    Sagarra and Herschensohn’s article examines English L2 learners’ knowledge of Spanish gender and number agreement and their sensitivity to gender and number agreement violations (e.g. *El ingeniero presenta el prototipo *famosa/*famosos en la conferencia) during real-time sentence processing. It raises some interesting questions that are central to both acquisition and processing research. In the following paper, I discuss a selection of these topics, for instance, what types of knowledge may or may not be available/accessible during real-time L2 processing at different proficiency levels, what the differences may be between the processing of number versus gender concord, and perhaps most importantly, the problem of how to characterize the relationship between the grammar and the parser, both in general terms and in the context of language acquisition.
  • Roberts, L., Matsuo, A., & Duffield, N. (2013). Processing VP-ellipsis and VP-anaphora with structurally parallel and nonparallel antecedents: An eyetracking study. Language and Cognitive Processes, 28, 29-47. doi:10.1080/01690965.2012.676190.

    Abstract

    In this paper, we report on an eye-tracking study investigating the processing of English VP-ellipsis (John took the rubbish out. Fred did [] too) (VPE) and VP-anaphora (John took the rubbish out. Fred did it too) (VPA) constructions, with syntactically parallel versus nonparallel antecedent clauses (e.g., The rubbish was taken out by John. Fred did [] too/Fred did it too). The results show first that VPE involves greater processing costs than VPA overall. Second, although the structural nonparallelism of the antecedent clause elicited a processing cost for both anaphor types, there was a difference in the timing and the strength of this parallelism effect: it was earlier and more fleeting for VPA, as evidenced by regression path times, whereas the effect occurred later with VPE completions, showing up in second and total fixation times measures, and continuing on into the reading of the adjacent text. Taking the observed differences between the processing of the two anaphor types together with other research findings in the literature, we argue that our data support the idea that in the case of VPE, the VP from the antecedent clause necessitates more computation at the elision site before it is linked to its antecedent than is the case for VPA.

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  • Roberts, L. (2013). Sentence processing in bilinguals. In R. Van Gompel (Ed.), Sentence processing. London: Psychology Press.
  • Robinson, S. (2006). The phoneme inventory of the Aita dialect of Rotokas. Oceanic Linguistics, 45(1), 206-209.

    Abstract

    Rotokas is famous for possessing one of the world’s smallest phoneme inventories. According to one source, the Central dialect of Rotokas possesses only 11 segmental phonemes (five vowels and six consonants) and lacks nasals while the Aita dialect possesses a similar-sized inventory in which nasals replace voiced stops. However, recent fieldwork reveals that the Aita dialect has, in fact, both voiced and nasal stops, making for an inventory of 14 segmental phonemes (five vowels and nine consonants). The correspondences between Central and Aita Rotokas suggest that the former is innovative with respect to its consonant inventory and the latter conservative, and that the small inventory of Central Rotokas arose by collapsing the distinction between voiced and nasal stops.
  • Rodenas-Cuadrado, P., Mengede, J., Baas, L., Devanna, P., Schmid, T. A., Yartsev, M., Firzlaff, U., & Vernes, S. C. (2018). Mapping the distribution of language related genes FoxP1, FoxP2 and CntnaP2 in the brains of vocal learning bat species. Journal of Comparative Neurology, 526(8), 1235-1266. doi:10.1002/cne.24385.

    Abstract

    Genes including FOXP2, FOXP1 and CNTNAP2, have been implicated in human speech and language phenotypes, pointing to a role in the development of normal language-related circuitry in the brain. Although speech and language are unique human phenotypes, a comparative approach is possible by addressing language-relevant traits in animal model systems. One such trait, vocal learning, represents an essential component of human spoken language, and is shared by cetaceans, pinnipeds, elephants, some birds and bats. Given their vocal learning abilities, gregarious nature, and reliance on vocalisations for social communication and navigation, bats represent an intriguing mammalian system in which to explore language-relevant genes. We used immunohistochemistry to detail the distribution of FoxP2, FoxP1 and Cntnap2 proteins, accompanied by detailed cytoarchitectural histology in the brains of two vocal learning bat species; Phyllostomus discolor and Rousettus aegyptiacus. We show widespread expression of these genes, similar to what has been previously observed in other species, including humans. A striking difference was observed in the adult Phyllostomus discolor bat, which showed low levels of FoxP2 expression in the cortex, contrasting with patterns found in rodents and non-human primates. We created an online, open-access database within which all data can be browsed, searched, and high resolution images viewed to single cell resolution. The data presented herein reveal regions of interest in the bat brain and provide new opportunities to address the role of these language-related genes in complex vocal-motor and vocal learning behaviours in a mammalian model system.
  • Roelofs, A. (2006). The influence of spelling on phonological encoding in word reading, object naming, and word generation. Psychonomic Bulletin & Review, 13(1), 33-37.

    Abstract

    Does the spelling of a word mandatorily constrain spoken word production, or does it do so only
    when spelling is relevant for the production task at hand? Damian and Bowers (2003) reported spelling
    effects in spoken word production in English using a prompt–response word generation task. Preparation
    of the response words was disrupted when the responses shared initial phonemes that differed
    in spelling, suggesting that spelling constrains speech production mandatorily. The present experiments,
    conducted in Dutch, tested for spelling effects using word production tasks in which spelling
    was clearly relevant (oral reading in Experiment 1) or irrelevant (object naming and word generation
    in Experiments 2 and 3, respectively). Response preparation was disrupted by spelling inconsistency
    only with the word reading, suggesting that the spelling of a word constrains spoken word production
    in Dutch only when it is relevant for the word production task at hand.
  • Roelofs, A., & Piai, V. (2013). Associative facilitation in the Stroop task: Comment on Mahon et al. Cortex, 49, 1767-1769. doi:10.1016/j.cortex.2013.03.001.

    Abstract

    First paragraph: A fundamental issue in psycholinguistics concerns how speakers retrieve intended words from long-term memory. According to a selection by competition account (e.g., Levelt
    et al., 1999), conceptually driven word retrieval involves the activation of a set of candidate words and a competitive selection
    of the intended word from this set.
  • Roelofs, A., Piai, V., & Schriefers, H. (2013). Context effects and selective attention in picture naming and word reading: Competition versus response exclusion. Language and Cognitive Processes, 28, 655-671. doi:10.1080/01690965.2011.615663.

    Abstract

    For several decades, context effects in picture naming and word reading have been extensively investigated. However, researchers have found no agreement on the explanation of the effects. Whereas it has long been assumed that several types of effect reflect competition in word selection, recently it has been argued that these effects reflect the exclusion of articulatory responses from an output buffer. Here, we first critically evaluate the findings on context effects in picture naming that have been taken as evidence against the competition account, and we argue that the findings are, in fact, compatible with the competition account. Moreover, some of the findings appear to challenge rather than support the response exclusion account. Next, we compare the response exclusion and competition accounts with respect to their ability to explain data on word reading. It appears that response exclusion does not account well for context effects on word reading times, whereas computer simulations reveal that a competition model like WEAVER++ accounts for the findings.

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  • Roelofs, A. (2006). Context effects of pictures and words in naming objects, reading words, and generating simple phrases. Quarterly Journal of Experimental Psychology, 59(10), 1764-1784. doi:10.1080/17470210500416052.

    Abstract

    In five language production experiments it was examined which aspects of words are activated in memory by context pictures and words. Context pictures yielded Stroop-like and semantic effects on response times when participants generated gender-marked noun phrases in response to written words (Experiment 1A). However, pictures yielded no such effects when participants simply read aloud the noun phrases (Experiment 2). Moreover, pictures yielded a gender congruency effect in generating gender-marked noun phrases in response to the written words (Experiments 3A and 3B). These findings suggest that context pictures activate lemmas (i.e., representations of syntactic properties), which leads to effects only when lemmas are needed to generate a response (i.e., in Experiments 1A, 3A, and 3B, but not in Experiment 2). Context words yielded Stroop-like and semantic effects in picture naming (Experiment 1B). Moreover, words yielded Stroop-like but no semantic effects in reading nouns (Experiment 4) and in generating noun phrases (Experiment 5). These findings suggest that context words activate the lemmas and forms of their names, which leads to semantic effects when lemmas are required for responding (Experiment 1B) but not when only the forms are required (Experiment 4). WEAVER++ simulations of the results are presented.
  • Roelofs, A., Van Turennout, M., & Coles, M. G. H. (2006). Anterior cingulate cortex activity can be independent of response conflict in stroop-like tasks. Proceedings of the National Academy of Sciences of the United States of America, 103(37), 13884-13889. doi:10.1073/pnas.0606265103.

    Abstract

    Cognitive control includes the ability to formulate goals and plans of action and to follow these while facing distraction. Previous neuroimaging studies have shown that the presence of conflicting response alternatives in Stroop-like tasks increases activity in dorsal anterior cingulate cortex (ACC), suggesting that the ACC is involved in cognitive control. However, the exact nature of ACC function is still under debate. The prevailing conflict detection hypothesis maintains that the ACC is involved in performance monitoring. According to this view, ACC activity reflects the detection of response conflict and acts as a signal that engages regulative processes subserved by lateral prefrontal brain regions. Here, we provide evidence from functional MRI that challenges this view and favors an alternative view, according to which the ACC has a role in regulation itself. Using an arrow–word Stroop task, subjects responded to incongruent, congruent, and neutral stimuli. A critical prediction made by the conflict detection hypothesis is that ACC activity should be increased only when conflicting response alternatives are present. Our data show that ACC responses are larger for neutral than for congruent stimuli, in the absence of response conflict. This result demonstrates the engagement of the ACC in regulation itself. A computational model of Stroop-like performance instantiating a version of the regulative hypothesis is shown to account for our findings.
  • Roelofs, A. (2006). Functional architecture of naming dice, digits, and number words. Language and Cognitive Processes, 21(1/2/3), 78-111. doi:10.1080/01690960400001846.

    Abstract

    Five chronometric experiments examined the functional architecture of naming dice, digits, and number words. Speakers named pictured dice, Arabic digits, or written number words, while simultaneously trying to ignore congruent or incongruent dice, digit, or number word distractors presented at various stimulus onset asynchronies (SOAs). Stroop-like interference and facilitation effects were obtained from digits and words on dice naming latencies, but not from dice on digit and word naming latencies. In contrast, words affected digit naming latencies and digits affected word naming latencies to the same extent. The peak of the interference was always around SOA = 0 ms, whereas facilitation was constant across distractor-first SOAs. These results suggest that digit naming is achieved like word naming rather than dice naming. WEAVER++simulations of the results are reported.
  • Roelofs, A. (2006). Modeling the control of phonological encoding in bilingual speakers. Bilingualism: Language and Cognition, 9(2), 167-176. doi:10.1017/S1366728906002513.

    Abstract

    Phonological encoding is the process by which speakers retrieve phonemic segments for morphemes from memory and use
    the segments to assemble phonological representations of words to be spoken. When conversing in one language, bilingual
    speakers have to resist the temptation of encoding word forms using the phonological rules and representations of the other
    language. We argue that the activation of phonological representations is not restricted to the target language and that the
    phonological representations of languages are not separate. We advance a view of bilingual control in which condition-action
    rules determine what is done with the activated phonological information depending on the target language. This view is
    computationally implemented in the WEAVER++ model. We present WEAVER++ simulations of the cognate facilitation effect
    (Costa, Caramazza and Sebasti´an-Gall´es, 2000) and the between-language phonological facilitation effect of spoken
    distractor words in object naming (Hermans, Bongaerts, de Bot and Schreuder, 1998).
  • Roelofs, A., Dijkstra, T., & Gerakaki, S. (2013). Modeling of word translation: Activation flow from concepts to lexical items. Bilingualism: Language and Cognition, 16, 343-353. doi:10.1017/S1366728912000612.

    Abstract

    Whereas most theoretical and computational models assume a continuous flow of activation from concepts to lexical items in spoken word production, one prominent model assumes that the mapping of concepts onto words happens in a discrete fashion (Bloem & La Heij, 2003). Semantic facilitation of context pictures on word translation has been taken to support the discrete-flow model. Here, we report results of computer simulations with the continuous-flow WEAVER++ model (Roelofs, 1992, 2006) demonstrating that the empirical observation taken to be in favor of discrete models is, in fact, only consistent with those models and equally compatible with more continuous models of word production by monolingual and bilingual speakers. Continuous models are specifically and independently supported by other empirical evidence on the effect of context pictures on native word production.
  • Roelofs, A., Piai, V., & Schriefers, H. (2013). Selection by competition in word production: Rejoinder to Janssen (2012). Language and Cognitive Processes, 28, 679-683. doi:10.1080/01690965.2013.770890.

    Abstract

    Roelofs, Piai, and Schriefers argue that several findings on the effect of distractor words and pictures in producing words support a selection-by-competition account and challenge a non-competitive response-exclusion account. Janssen argues that the findings do not challenge response exclusion, and he conjectures that both competitive and non-competitive mechanisms underlie word selection. Here, we maintain that the findings do challenge the response-exclusion account and support the assumption of a single competitive mechanism underlying word selection.

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  • Rohlfing, K., Loehr, D., Duncan, S., Brown, A., Franklin, A., Kimbara, I., Milde, J.-T., Parrill, F., Rose, T., Schmidt, T., Sloetjes, H., Thies, A., & Wellinghof, S. (2006). Comparison of multimodal annotation tools - workshop report. Gesprächforschung - Online-Zeitschrift zur Verbalen Interaktion, 7, 99-123.
  • Rommers, J., Meyer, A. S., & Huettig, F. (2013). Object shape and orientation do not routinely influence performance during language processing. Psychological Science, 24, 2218-2225. doi:10.1177/0956797613490746.

    Abstract

    The role of visual representations during language processing remains unclear: They could be activated as a necessary part of the comprehension process, or they could be less crucial and influence performance in a task-dependent manner. In the present experiments, participants read sentences about an object. The sentences implied that the object had a specific shape or orientation. They then either named a picture of that object (Experiments 1 and 3) or decided whether the object had been mentioned in the sentence (Experiment 2). Orientation information did not reliably influence performance in any of the experiments. Shape representations influenced performance most strongly when participants were asked to compare a sentence with a picture or when they were explicitly asked to use mental imagery while reading the sentences. Thus, in contrast to previous claims, implied visual information often does not contribute substantially to the comprehension process during normal reading.

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  • Rommers, J., Meyer, A. S., Praamstra, P., & Huettig, F. (2013). The contents of predictions in sentence comprehension: Activation of the shape of objects before they are referred to. Neuropsychologia, 51(3), 437-447. doi:10.1016/j.neuropsychologia.2012.12.002.

    Abstract

    When comprehending concrete words, listeners and readers can activate specific visual information such as the shape of the words’ referents. In two experiments we examined whether such information can be activated in an anticipatory fashion. In Experiment 1, listeners’ eye movements were tracked while they were listening to sentences that were predictive of a specific critical word (e.g., “moon” in “In 1969 Neil Armstrong was the first man to set foot on the moon”). 500 ms before the acoustic onset of the critical word, participants were shown four-object displays featuring three unrelated distractor objects and a critical object, which was either the target object (e.g., moon), an object with a similar shape (e.g., tomato), or an unrelated control object (e.g., rice). In a time window before shape information from the spoken target word could be retrieved, participants already tended to fixate both the target and the shape competitors more often than they fixated the control objects, indicating that they had anticipatorily activated the shape of the upcoming word's referent. This was confirmed in Experiment 2, which was an ERP experiment without picture displays. Participants listened to the same lead-in sentences as in Experiment 1. The sentence-final words corresponded to the predictable target, the shape competitor, or the unrelated control object (yielding, for instance, “In 1969 Neil Armstrong was the first man to set foot on the moon/tomato/rice”). N400 amplitude in response to the final words was significantly attenuated in the shape-related compared to the unrelated condition. Taken together, these results suggest that listeners can activate perceptual attributes of objects before they are referred to in an utterance.
  • Rommers, J., & Federmeier, K. D. (2018). Electrophysiological methods. In A. M. B. De Groot, & P. Hagoort (Eds.), Research methods in psycholinguistics and the neurobiology of language: A practical guide (pp. 247-265). Hoboken: Wiley.
  • Rommers, J., & Federmeier, K. D. (2018). Lingering expectations: A pseudo-repetition effect for words previously expected but not presented. NeuroImage, 183, 263-272. doi:10.1016/j.neuroimage.2018.08.023.

    Abstract

    Prediction can help support rapid language processing. However, it is unclear whether prediction has downstream
    consequences, beyond processing in the moment. In particular, when a prediction is disconfirmed, does it linger,
    or is it suppressed? This study manipulated whether words were actually seen or were only expected, and probed
    their fate in memory by presenting the words (again) a few sentences later. If disconfirmed predictions linger,
    subsequent processing of the previously expected (but never presented) word should be similar to actual word
    repetition. At initial presentation, electrophysiological signatures of prediction disconfirmation demonstrated that
    participants had formed expectations. Further downstream, relative to unseen words, repeated words elicited a
    strong N400 decrease, an enhanced late positive complex (LPC), and late alpha band power decreases. Critically,
    like repeated words, words previously expected but not presented also attenuated the N400. This “pseudorepetition
    effect” suggests that disconfirmed predictions can linger at some stages of processing, and demonstrates
    that prediction has downstream consequences beyond rapid on-line processing
  • Rommers, J., & Federmeier, K. D. (2018). Predictability's aftermath: Downstream consequences of word predictability as revealed by repetition effects. Cortex, 101, 16-30. doi:10.1016/j.cortex.2017.12.018.

    Abstract

    Stimulus processing in language and beyond is shaped by context, with predictability having a
    particularly well-attested influence on the rapid processes that unfold during the presentation
    of a word. But does predictability also have downstream consequences for the quality of the
    constructed representations? On the one hand, the ease of processing predictablewordsmight
    free up time or cognitive resources, allowing for relatively thorough processing of the input. On
    the other hand, predictabilitymight allowthe systemto run in a top-down “verificationmode”,
    at the expense of thorough stimulus processing. This electroencephalogram (EEG) study
    manipulated word predictability, which reduced N400 amplitude and inter-trial phase clustering
    (ITPC), and then probed the fate of the (un)predictable words in memory by presenting
    them again. More thorough processing of predictable words should increase repetition effects,
    whereas less thorough processing should decrease them. Repetition was reflected in N400 decreases,
    late positive complex (LPC) enhancements, and late alpha/beta band power decreases.
    Critically, prior predictability tended to reduce the repetition effect on the N400, suggesting less
    priming, and eliminated the repetition effect on the LPC, suggesting a lack of episodic recollection.
    These findings converge on a top-down verification account, on which the brain processes
    more predictable input less thoroughly. More generally, the results demonstrate that
    predictability hasmultifaceted downstreamconsequences beyond processing in the moment
  • Rommers, J., Dijkstra, T., & Bastiaansen, M. C. M. (2013). Context-dependent semantic processing in the human brain: Evidence from idiom comprehension. Journal of Cognitive Neuroscience, 25(5), 762-776. doi:10.1162/jocn_a_00337.

    Abstract

    Language comprehension involves activating word meanings and integrating them with the sentence context. This study examined whether these routines are carried out even when they are theoretically unnecessary, namely in the case of opaque idiomatic expressions, for which the literal word meanings are unrelated to the overall meaning of the expression. Predictable words in sentences were replaced by a semantically related or unrelated word. In literal sentences, this yielded previously established behavioral and electrophysiological signatures of semantic processing: semantic facilitation in lexical decision, a reduced N400 for semantically related relative to unrelated words, and a power increase in the gamma frequency band that was disrupted by semantic violations. However, the same manipulations in idioms yielded none of these effects. Instead, semantic violations elicited a late positivity in idioms. Moreover, gamma band power was lower in correct idioms than in correct literal sentences. It is argued that the brain's semantic expectancy and literal word meaning integration operations can, to some extent, be “switched off” when the context renders them unnecessary. Furthermore, the results lend support to models of idiom comprehension that involve unitary idiom representations.
  • Rommers, J. (2013). Seeing what's next: Processing and anticipating language referring to objects. PhD Thesis, Radboud University Nijmegen, Nijmegen.
  • Rösler, D., & Skiba, R. (1986). Ein vernetzter Lehrmaterial-Steinbruch für Deutsch als Zweitsprache (Projekt EKMAUS, FU Berlin). Deutsch Lernen: Zeitschrift für den Sprachunterricht mit ausländischen Arbeitnehmern, 2, 68-71. Retrieved from http://www.daz-didaktik.de/html/1986.html.
  • Rossano, F. (2013). Gaze in conversation. In J. Sidnell, & T. Stivers (Eds.), The handbook of conversation analysis (pp. 308-329). Malden, MA: Wiley-Blackwell. doi:10.1002/9781118325001.ch15.

    Abstract

    This chapter contains sections titled: Introduction Background: The Gaze “Machinery” Gaze “Machinery” in Social Interaction Future Directions
  • Rossano, F., Carpenter, M., & Tomasello, M. (2013). One-year-old infants follow others’ voice direction. Psychological Science, 23, 1298-1302. doi:10.1177/0956797612450032.

    Abstract

    We investigated 1-year-old infants’ ability to infer an adult’s focus of attention solely on the basis of her voice direction. In Studies 1 and 2, 12- and 16-month-olds watched an adult go behind a barrier and then heard her verbally express excitement about a toy hidden in one of two boxes at either end of the barrier. Even though they could not see the adult, infants of both ages followed her voice direction to the box containing the toy. Study 2 showed that infants could do this even when the adult was positioned closer to the incorrect box while she vocalized toward the correct one (and thus ruled out the possibility that infants were merely approaching the source of the sound). In Study 3, using the same methods as in Study 2, we found that chimpanzees performed the task at chance level. Our results show that infants can determine the focus of another person’s attention through auditory information alone—a useful skill for establishing joint attention.

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  • Rossi, G. (2018). Composite social actions: The case of factual declaratives in everyday interaction. Research on Language and Social Interaction, 51(4), 379-397. doi:10.1080/08351813.2018.1524562.

    Abstract

    When taking a turn at talk, a speaker normally accomplishes a sequential action such as a question, answer, complaint, or request. Sometimes, however, a turn at talk may accomplish not a single but a composite action, involving a combination of more than one action. I show that factual declaratives (e.g., “the feed drip has finished”) are recurrently used to implement composite actions consisting of both an informing and a request or, alternatively, a criticism and a request. A key determinant between these is the recipient’s epistemic access to what the speaker is describing. Factual declaratives afford a range of possible responses, which can tell us how the composite action has been understood and give us insights into its underlying structure. Evidence for the stacking of composite actions, however, is not always directly available in the response and may need to be pieced together with the help of other linguistic and contextual considerations. Data are in Italian with English translation.
  • Rowland, C. F., & Fletcher, S. L. (2006). The effect of sampling on estimates of lexical specificity and error rates. Journal of Child Language, 33(4), 859-877. doi:10.1017/S0305000906007537.

    Abstract

    Studies based on naturalistic data are a core tool in the field of language acquisition research and have provided thorough descriptions of children's speech. However, these descriptions are inevitably confounded by differences in the relative frequency with which children use words and language structures. The purpose of the present work was to investigate the impact of sampling constraints on estimates of the productivity of children's utterances, and on the validity of error rates. Comparisons were made between five different sized samples of wh-question data produced by one child aged 2;8. First, we assessed whether sampling constraints undermined the claim (e.g. Tomasello, 2000) that the restricted nature of early child speech reflects a lack of adultlike grammatical knowledge. We demonstrated that small samples were equally likely to under- as overestimate lexical specificity in children's speech, and that the reliability of estimates varies according to sample size. We argued that reliable analyses require a comparison with a control sample, such as that from an adult speaker. Second, we investigated the validity of estimates of error rates based on small samples. The results showed that overall error rates underestimate the incidence of error in some rarely produced parts of the system and that analyses on small samples were likely to substantially over- or underestimate error rates in infrequently produced constructions. We concluded that caution must be used when basing arguments about the scope and nature of errors in children's early multi-word productions on analyses of samples of spontaneous speech.
  • Rowland, C. F. (2018). The principles of scientific inquiry. Linguistic Approaches to Bilingualism, 8(6), 770-775. doi:10.1075/lab.18056.row.
  • Rubio-Fernández, P. (2018). Trying to discredit the Duplo task with a partial replication: Reply to Paulus and Kammermeier (2018). Cognitive Development, 48, 286-288. doi:10.1016/j.cogdev.2018.07.006.

    Abstract

    Kammermeier and Paulus (2018) report a partial replication of the results of Rubio-Fernández and Geurts (2013) but present their study as a failed replication. Paulus and Kammermeier (2018) insist on a negative interpretation of their findings, discrediting the Duplo task against their own empirical evidence. Here I argue that Paulus and Kammermeier may try to make an impactful contribution to the field by adding to the growing skepticism towards early Theory of Mind studies, but fail to make any significant contribution to our understanding of young children’s Theory of Mind abilities.
  • Rubio-Fernández, P. (2018). What do failed (and successful) replications with the Duplo task show? Cognitive Development, 48, 316-320. doi:10.1016/j.cogdev.2018.07.004.
  • Rubio-Fernández, P. (2013). Associative and inferential processes in pragmatic enrichment: The case of emergent properties. Language and Cognitive Processes, 28(6), 723-745. doi:10.1080/01690965.2012.659264.

    Abstract

    Experimental research on word processing has generally focused on properties that are associated to a concept in long-term memory (e.g., basketball—round). The present study addresses a related issue: the accessibility of “emergent properties” or conceptual properties that have to be inferred in a given context (e.g., basketball—floats). This investigation sheds light on a current debate in cognitive pragmatics about the number of pragmatic systems that are there (Carston, 2002a, 2007; Recanati, 2004, 2007). Two experiments using a self-paced reading task suggest that inferential processes are fully integrated in the processing system. Emergent properties are accessed early on in processing, without delaying later discourse integration processes. I conclude that the theoretical distinction between explicit and implicit meaning is not paralleled by that between associative and inferential processes.
  • Rubio-Fernández, P. (2013). Perspective tracking in progress: Do not disturb. Cognition, 129(2), 264-272. doi:10.1016/j.cognition.2013.07.005.

    Abstract

    Two experiments tested the hypothesis that indirect false-belief tests allow participants to track a protagonist’s perspective uninterruptedly, whereas direct false-belief tests disrupt the process of perspective tracking in various ways. For this purpose, adults’ performance was compared on indirect and direct false-belief tests by means of continuous eye-tracking. Experiment 1 confirmed that the false-belief question used in direct tests disrupts perspective tracking relative to what is observed in an indirect test. Experiment 2 confirmed that perspective tracking is a continuous process that can be easily disrupted in adults by a subtle visual manipulation in both indirect and direct tests. These results call for a closer analysis of the demands of the false-belief tasks that have been used in developmental research.
  • Rubio-Fernández, P., & Jara-Ettinger, J. (2018). Joint inferences of speakers’ beliefs and referents based on how they speak. In C. Kalish, M. Rau, J. Zhu, & T. T. Rogers (Eds.), Proceedings of the 40th Annual Conference of the Cognitive Science Society (CogSci 2018) (pp. 991-996). Austin, TX: Cognitive Science Society.

    Abstract

    For almost two decades, the poor performance observed with the so-called Director task has been interpreted as evidence of limited use of Theory of Mind in communication. Here we propose a probabilistic model of common ground in referential communication that derives three inferences from an utterance: what the speaker is talking about in a visual context, what she knows about the context, and what referential expressions she prefers. We tested our model by comparing its inferences with those made by human participants and found that it closely mirrors their judgments, whereas an alternative model compromising the hearer’s expectations of cooperativeness and efficiency reveals a worse fit to the human data. Rather than assuming that common ground is fixed in a given exchange and may or may not constrain reference resolution, we show how common ground can be inferred as part of the process of reference assignment.
  • Rubio-Fernández, P., & Geurts, B. (2013). How to pass the false-belief task before your fourth birthday. Psychological Science, 24(1), 27-33. doi:10.1177/0956797612447819.

    Abstract

    The experimental record of the last three decades shows that children under 4 years old fail all sorts of variations on the standard false-belief task, whereas more recent studies have revealed that infants are able to pass nonverbal versions of the task. We argue that these paradoxical results are an artifact of the type of false-belief tasks that have been used to test infants and children: Nonverbal designs allow infants to keep track of a protagonist’s perspective over a course of events, whereas verbal designs tend to disrupt the perspective-tracking process in various ways, which makes it too hard for younger children to demonstrate their capacity for perspective tracking. We report three experiments that confirm this hypothesis by showing that 3-year-olds can pass a suitably streamlined version of the verbal false-belief task. We conclude that young children can pass the verbal false-belief task provided that they are allowed to keep track of the protagonist’s perspective without too much disruption.
  • De Ruiter, J. P., Mitterer, H., & Enfield, N. J. (2006). Projecting the end of a speaker's turn: A cognitive cornerstone of conversation. Language, 82(3), 515-535.

    Abstract

    A key mechanism in the organization of turns at talk in conversation is the ability to anticipate or PROJECT the moment of completion of a current speaker’s turn. Some authors suggest that this is achieved via lexicosyntactic cues, while others argue that projection is based on intonational contours. We tested these hypotheses in an on-line experiment, manipulating the presence of symbolic (lexicosyntactic) content and intonational contour of utterances recorded in natural conversations. When hearing the original recordings, subjects can anticipate turn endings with the same degree of accuracy attested in real conversation. With intonational contour entirely removed (leaving intact words and syntax, with a completely flat pitch), there is no change in subjects’ accuracy of end-of-turn projection. But in the opposite case (with original intonational contour intact, but with no recognizable words), subjects’ performance deteriorates significantly. These results establish that the symbolic (i.e. lexicosyntactic) content of an utterance is necessary (and possibly sufficient) for projecting the moment of its completion, and thus for regulating conversational turn-taking. By contrast, and perhaps surprisingly, intonational contour is neither necessary nor sufficient for end-of-turn projection.
  • De Ruiter, J. P. (2006). Can gesticulation help aphasic people speak, or rather, communicate? Advances in Speech-Language Pathology, 8(2), 124-127. doi:10.1080/14417040600667285.

    Abstract

    As Rose (2006) discusses in the lead article, two camps can be identified in the field of gesture research: those who believe that gesticulation enhances communication by providing extra information to the listener, and on the other hand those who believe that gesticulation is not communicative, but rather that it facilitates speaker-internal word finding processes. I review a number of key studies relevant for this controversy, and conclude that the available empirical evidence is supporting the notion that gesture is a communicative device which can compensate for problems in speech by providing information in gesture. Following that, I discuss the finding by Rose and Douglas (2001) that making gestures does facilitate word production in some patients with aphasia. I argue that the gestures produced in the experiment by Rose and Douglas are not guaranteed to be of the same kind as the gestures that are produced spontaneously under naturalistic, communicative conditions, which makes it difficult to generalise from that particular study to general gesture behavior. As a final point, I encourage researchers in the area of aphasia to put more emphasis on communication in naturalistic contexts (e.g., conversation) in testing the capabilities of people with aphasia.
  • Rumsey, A., San Roque, L., & Schieffelin, B. (2013). The acquisition of ergative marking in Kaluli, Ku Waru and Duna (Trans New Guinea). In E. L. Bavin, & S. Stoll (Eds.), The acquisition of ergativity (pp. 133-182). Amsterdam: Benjamins.

    Abstract

    In this chapter we present material on the acquisition of ergative marking on noun phrases in three languages of Papua New Guinea: Kaluli, Ku Waru, and Duna. The expression of ergativity in all the languages is broadly similar, but sensitive to language-specific features, and this pattern of similarity and difference is reflected in the available acquisition data. Children acquire adult-like ergative marking at about the same pace, reaching similar levels of mastery by 3;00 despite considerable differences in morphological complexity of ergative marking among the languages. What may be more important – as a factor in accounting for the relative uniformity of acquisition in this respect – are the similarities in patterns of interactional scaffolding that emerge from a comparison of the three cases.
  • Sadakata, M., & McQueen, J. M. (2013). High stimulus variability in nonnative speech learning supports formation of abstract categories: Evidence from Japanese geminates. Journal of the Acoustical Society of America, 134(2), 1324-1335. doi:10.1121/1.4812767.

    Abstract

    This study reports effects of a high-variability training procedure on nonnative learning of a Japanese geminate-singleton fricative contrast. Thirty native speakers of Dutch took part in a 5-day training procedure in which they identified geminate and singleton variants of the Japanese fricative /s/. Participants were trained with either many repetitions of a limited set of words recorded by a single speaker (low-variability training) or with fewer repetitions of a more variable set of words recorded by multiple speakers (high-variability training). Both types of training enhanced identification of speech but not of nonspeech materials, indicating that learning was domain specific. High-variability training led to superior performance in identification but not in discrimination tests, and supported better generalization of learning as shown by transfer from the trained fricatives to the identification of untrained stops and affricates. Variability thus helps nonnative listeners to form abstract categories rather than to enhance early acoustic analysis.
  • Sakkalou, E., Ellis-Davies, K., Fowler, N., Hilbrink, E., & Gattis, M. (2013). Infants show stability of goal-directed imitation. Journal of Experimental Child Psychology, 114, 1-9. doi:10.1016/j.jecp.2012.09.005.

    Abstract

    Previous studies have reported that infants selectively reproduce observed actions and have argued that this selectivity reflects understanding of intentions and goals, or goal-directed imitation. We reasoned that if selective imitation of goal-directed actions reflects understanding of intentions, infants should demonstrate stability across perceptually and causally dissimilar imitation tasks. To this end, we employed a longitudinal within-participants design to compare the performance of 37 infants on two imitation tasks, with one administered at 13 months and one administered at 14 months. Infants who selectively imitated goal-directed actions in an object-cued task at 13 months also selectively imitated goal-directed actions in a vocal-cued task at 14 months. We conclude that goal-directed imitation reflects a general ability to interpret behavior in terms of mental states.
  • Saleh, A., Beck, T., Galke, L., & Scherp, A. (2018). Performance comparison of ad-hoc retrieval models over full-text vs. titles of documents. In M. Dobreva, A. Hinze, & M. Žumer (Eds.), Maturity and Innovation in Digital Libraries: 20th International Conference on Asia-Pacific Digital Libraries, ICADL 2018, Hamilton, New Zealand, November 19-22, 2018, Proceedings (pp. 290-303). Cham, Switzerland: Springer.

    Abstract

    While there are many studies on information retrieval models using full-text, there are presently no comparison studies of full-text retrieval vs. retrieval only over the titles of documents. On the one hand, the full-text of documents like scientific papers is not always available due to, e.g., copyright policies of academic publishers. On the other hand, conducting a search based on titles alone has strong limitations. Titles are short and therefore may not contain enough information to yield satisfactory search results. In this paper, we compare different retrieval models regarding their search performance on the full-text vs. only titles of documents. We use different datasets, including the three digital library datasets: EconBiz, IREON, and PubMed. The results show that it is possible to build effective title-based retrieval models that provide competitive results comparable to full-text retrieval. The difference between the average evaluation results of the best title-based retrieval models is only 3% less than those of the best full-text-based retrieval models.
  • Salomo, D., & Liszkowski, U. (2013). Sociocultural settings influence the emergence of prelinguistic deictic gestures. Child development, 84(4), 1296-1307. doi:10.1111/cdev.12026.

    Abstract

    Daily activities of forty-eight 8- to 15-month-olds and their interlocutors were observed to test for the presence and frequency of triadic joint actions and deictic gestures across three different cultures: Yucatec-Mayans (Mexico), Dutch (Netherlands), and Shanghai-Chinese (China). The amount of joint action and deictic gestures to which infants were exposed differed systematically across settings, allowing testing for the role of social–interactional input in the ontogeny of prelinguistic gestures. Infants gestured more and at an earlier age depending on the amount of joint action and gestures infants were exposed to, revealing early prelinguistic sociocultural differences. The study shows that the emergence of basic prelinguistic gestures is socially mediated, suggesting that others' actions structure the ontogeny of human communication from early on.
  • Sampaio, C., & Konopka, A. E. (2013). Memory for non-native language: The role of lexical processing in the retention of surface form. Memory, 21, 537-544. doi:10.1080/09658211.2012.746371.

    Abstract

    Research on memory for native language (L1) has consistently shown that retention of surface form is inferior to that of gist (e.g., Sachs, 1967). This paper investigates whether the same pattern is found in memory for non-native language (L2). We apply a model of bilingual word processing to more complex linguistic structures and predict that memory for L2 sentences ought to contain more surface information than L1 sentences. Native and non-native speakers of English were tested on a set of sentence pairs with different surface forms but the same meaning (e.g., “The bullet hit/struck the bull's eye”). Memory for these sentences was assessed with a cued recall procedure. Responses showed that native and non-native speakers did not differ in the accuracy of gist-based recall but that non-native speakers outperformed native speakers in the retention of surface form. The results suggest that L2 processing involves more intensive encoding of lexical level information than L1 processing.

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  • San Roque, L. (2018). Egophoric patterns in Duna verbal morphology. In S. Floyd, E. Norcliffe, & L. San Roque (Eds.), Egophoricity (pp. 405-436). Amsterdam: Benjamins.

    Abstract

    In the language Duna (Trans New Guinea), egophoric distributional patterns are a pervasive characteristic of verbal morphology, but do not comprise a single coherent system. Many morphemes, including evidential markers and future time inflections, show strong tendencies to co-occur with ‘informant’ subjects (the speaker in a declarative, the addressee in an interrogative), or alternatively with non-informant subjects. The person sensitivity of the Duna forms is observable in frequency, speaker judgments of sayability, and subject implicatures. Egophoric and non-egophoric distributional patterns are motivated by the individual semantics of the morphemes, their perspective-taking properties, and logical and/or conventionalised expectations of how people experience and talk about events. Distributional tendencies can also be flouted, providing a resource for speakers to convey attitudes towards their own knowledge and experiences, or the knowledge and experiences of others.
  • San Roque, L., Floyd, S., & Norcliffe, E. (2018). Egophoricity: An introduction. In S. Floyd, E. Norcliffe, & L. San Roque (Eds.), Egophoricity (pp. 1-78). Amsterdam: Benjamins.
  • San Roque, L., & Schieffelin, B. B. (2018). Learning how to know. In S. Floyd, E. Norcliffe, & L. San Roque (Eds.), Egophoricity (pp. 437-471). Amsterdam: Benjamins. doi:10.1075/tsl.118.14san.

    Abstract

    Languages with egophoric systems require their users to pay special attention to who knows what in the speech situation, providing formal marking of whether the speaker or addressee has personal knowledge of the event being discussed. Such systems have only recently come to be studied in cross-linguistic perspective. This chapter has two aims in regard to contributing to our understanding of egophoric marking. Firstly, it presents relevant data from a relatively under-described and endangered language, Kaluli (aka Bosavi), spoken in Papua New Guinea. Unusually, Kaluli tense inflections appear to show a mix of both egophoric and first vs non-first person-marking features, as well as other contrasts that are broadly relevant to a typology of egophoricity, such as special constructions for the expression of involuntary experience. Secondly, the chapter makes a preliminary foray into issues concerning egophoric marking and child language, drawing on a naturalistic corpus of child-caregiver interactions. Questions for future investigation raised by the Kaluli data concern, for example, the potentially challenging nature of mastering inflections that are sensitive to both person and speech act type, the possible role of question-answer pairs in children’s acquisition of egophoric morphology, and whether there are special features of epistemic access and authority that relate particularly to child-adult interactions.
  • San Roque, L., Kendrick, K. H., Norcliffe, E., & Majid, A. (2018). Universal meaning extensions of perception verbs are grounded in interaction. Cognitive Linguistics, 29, 371-406. doi:10.1515/cog-2017-0034.
  • Sauppe, S., Norcliffe, E., Konopka, A. E., Van Valin Jr., R. D., & Levinson, S. C. (2013). Dependencies first: Eye tracking evidence from sentence production in Tagalog. In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Meeting of the Cognitive Science Society (CogSci 2013) (pp. 1265-1270). Austin, TX: Cognitive Science Society.

    Abstract

    We investigated the time course of sentence formulation in Tagalog, a verb-initial language in which the verb obligatorily agrees with one of its arguments. Eye-tracked participants described pictures of transitive events. Fixations to the two characters in the events were compared across sentences differing in agreement marking and post-verbal word order. Fixation patterns show evidence for two temporally dissociated phases in Tagalog sentence production. The first, driven by verb agreement, involves early linking of concepts to syntactic functions; the second, driven by word order, involves incremental lexical encoding of these concepts. These results suggest that even the earliest stages of sentence formulation may be guided by a language's grammatical structure.
  • Sauter, D. A., & Eisner, F. (2013). Commonalities outweigh differences in the communication of emotions across human cultures [Letter]. Proceedings of the National Academy of Sciences of the United States of America, 110, E180. doi:10.1073/pnas.1209522110.
  • Schaeffer, J., van Witteloostuijn, M., & Creemers, A. (2018). Article choice, theory of mind, and memory in children with high-functioning autism and children with specific language impairment. Applied Psycholinguistics, 39(1), 89-115. doi:10.1017/S0142716417000492.

    Abstract

    Previous studies show that young, typically developing (TD) children (age 5) make errors in the choice between a definite and an indefinite article. Suggested explanations for overgeneration of the definite article include failure to distinguish speaker from hearer assumptions, and for overgeneration of the indefinite article failure to draw scalar implicatures, and weak working memory. However, no direct empirical evidence for these accounts is available. In this study, 27 Dutch-speaking children with high-functioning autism, 27 children with SLI, and 27 TD children aged 5–14 were administered a pragmatic article choice test, a nonverbal theory of mind test, and three types of memory tests (phonological memory, verbal, and nonverbal working memory). The results show that the children with high-functioning autism and SLI (a) make similar errors, that is, they overgenerate the indefinite article; (b) are TD-like at theory of mind, but (c) perform significantly more poorly than the TD children on phonological memory and verbal working memory. We propose that weak memory skills prevent the integration of the definiteness scale with the preceding discourse, resulting in the failure to consistently draw the relevant scalar implicature. This in turn yields the occasional erroneous choice of the indefinite article a in definite contexts.
  • Schapper, A., & Hammarström, H. (2013). Innovative numerals in Malayo-Polynesian languages outside of Oceania. Oceanic Linguistics, 52, 423-455.
  • Scharenborg, O., & Merkx, D. (2018). The role of articulatory feature representation quality in a computational model of human spoken-word recognition. In Proceedings of the Machine Learning in Speech and Language Processing Workshop (MLSLP 2018).

    Abstract

    Fine-Tracker is a speech-based model of human speech
    recognition. While previous work has shown that Fine-Tracker
    is successful at modelling aspects of human spoken-word
    recognition, its speech recognition performance is not
    comparable to that of human performance, possibly due to
    suboptimal intermediate articulatory feature (AF)
    representations. This study investigates the effect of improved
    AF representations, obtained using a state-of-the-art deep
    convolutional network, on Fine-Tracker’s simulation and
    recognition performance: Although the improved AF quality
    resulted in improved speech recognition; it, surprisingly, did
    not lead to an improvement in Fine-Tracker’s simulation power.
  • Scharenborg, O., Wan, V., & Moore, R. K. (2006). Capturing fine-phonetic variation in speech through automatic classification of articulatory features. In Speech Recognition and Intrinsic Variation Workshop [SRIV2006] (pp. 77-82). ISCA Archive.

    Abstract

    The ultimate goal of our research is to develop a computational model of human speech recognition that is able to capture the effects of fine-grained acoustic variation on speech recognition behaviour. As part of this work we are investigating automatic feature classifiers that are able to create reliable and accurate transcriptions of the articulatory behaviour encoded in the acoustic speech signal. In the experiments reported here, we compared support vector machines (SVMs) with multilayer perceptrons (MLPs). MLPs have been widely (and rather successfully) used for the task of multi-value articulatory feature classification, while (to the best of our knowledge) SVMs have not. This paper compares the performances of the two classifiers and analyses the results in order to better understand the articulatory representations. It was found that the MLPs outperformed the SVMs, but it is concluded that both classifiers exhibit similar behaviour in terms of patterns of errors.
  • Scharenborg, O., & Janse, E. (2013). Changes in the role of intensity as a cue for fricative categorisation. In Proceedings of INTERSPEECH 2013: 14th Annual Conference of the International Speech Communication Association (pp. 3147-3151).

    Abstract

    Older listeners with high-frequency hearing loss rely more on intensity for categorisation of /s/ than normal-hearing older listeners. This study addresses the question whether this increased reliance comes about immediately when the need
    arises, i.e., in the face of a spectrally-degraded signal. A phonetic categorisation task was carried out using intensitymodulated fricatives in a clean and a low-pass filtered condition with two younger and two older listener groups.
    When high-frequency information was removed from the speech signal, younger listeners started using intensity as a cue. The older adults on the other hand, when presented with the low-pass filtered speech, did not rely on intensity differences for fricative identification. These results suggest that the reliance on intensity shown by the older hearingimpaired adults may have been acquired only gradually with
    longer exposure to a degraded speech signal.
  • Scharenborg, O., & Janse, E. (2013). Comparing lexically guided perceptual learning in younger and older listeners. Attention, Perception & Psychophysics, 75, 525-536. doi:10.3758/s13414-013-0422-4.

    Abstract

    Numerous studies have shown that younger adults engage in lexically guided perceptual learning in speech perception. Here, we investigated whether older listeners are also able to retune their phonetic category boundaries. More specifically, in this research we tried to answer two questions. First, do older adults show perceptual-learning effects of similar size to those of younger adults? Second, do differences in lexical behavior predict the strength of the perceptual-learning effect? An age group comparison revealed that older listeners do engage in lexically guided perceptual learning, but there were two age-related differences: Younger listeners had a stronger learning effect right after exposure than did older listeners, but the effect was more stable for older than for younger listeners. Moreover, a clear link was shown to exist between individuals’ lexical-decision performance during exposure and the magnitude of their perceptual-learning effects. A subsequent analysis on the results of the older participants revealed that, even within the older participant group, with increasing age the perceptual retuning effect became smaller but also more stable, mirroring the age group comparison results. These results could not be explained by differences in hearing loss. The age effect may be accounted for by decreased flexibility in the adjustment of phoneme categories or by age-related changes in the dynamics of spoken-word recognition, with older adults being more affected by competition from similar-sounding lexical competitors, resulting in less lexical guidance for perceptual retuning. In conclusion, our results clearly show that the speech perception system remains flexible over the life span.
  • Schepens, J., Dijkstra, T., Grootjen, F., & Van Heuven, W. J. (2013). Cross-language distributions of high frequency and phonetically similar cognates. PLoS One, 8(5): e63006. doi:10.1371/journal.pone.0063006.

    Abstract

    The coinciding form and meaning similarity of cognates, e.g. ‘flamme’ (French), ‘Flamme’ (German), ‘vlam’ (Dutch), meaning ‘flame’ in English, facilitates learning of additional languages. The cross-language frequency and similarity distributions of cognates vary according to evolutionary change and language contact. We compare frequency and orthographic (O), phonetic (P), and semantic similarity of cognates, automatically identified in semi-complete lexicons of six widely spoken languages. Comparisons of P and O similarity reveal inconsistent mappings in language pairs with deep orthographies. The frequency distributions show that cognate frequency is reduced in less closely related language pairs as compared to more closely related languages (e.g., French-English vs. German-English). These frequency and similarity patterns may support a better understanding of cognate processing in natural and experimental settings. The automatically identified cognates are available in the supplementary materials, including the frequency and similarity measurements.
  • Schepens, J., Van der Slik, F., & Van Hout, R. (2013). The effect of linguistic distance across Indo-European mother tongues on learning Dutch as a second language. In L. Borin, & A. Saxena (Eds.), Approaches to measuring linguistic differences (pp. 199-230). Berlin: Mouton de Gruyter.
  • Schijven, D., Kofink, D., Tragante, V., Verkerke, M., Pulit, S. L., Kahn, R. S., Veldink, J. H., Vinkers, C. H., Boks, M. P., & Luykx, J. J. (2018). Comprehensive pathway analyses of schizophrenia risk loci point to dysfunctional postsynaptic signaling. Schizophrenia Research, 199, 195-202. doi:10.1016/j.schres.2018.03.032.

    Abstract

    Large-scale genome-wide association studies (GWAS) have implicated many low-penetrance loci in schizophrenia. However, its pathological mechanisms are poorly understood, which in turn hampers the development of novel pharmacological treatments. Pathway and gene set analyses carry the potential to generate hypotheses about disease mechanisms and have provided biological context to genome-wide data of schizophrenia. We aimed to examine which biological processes are likely candidates to underlie schizophrenia by integrating novel and powerful pathway analysis tools using data from the largest Psychiatric Genomics Consortium schizophrenia GWAS (N=79,845) and the most recent 2018 schizophrenia GWAS (N=105,318). By applying a primary unbiased analysis (Multi-marker Analysis of GenoMic Annotation; MAGMA) to weigh the role of biological processes from the Molecular Signatures Database (MSigDB), we identified enrichment of common variants in synaptic plasticity and neuron differentiation gene sets. We supported these findings using MAGMA, Meta-Analysis Gene-set Enrichment of variaNT Associations (MAGENTA) and Interval Enrichment Analysis (INRICH) on detailed synaptic signaling pathways from the Kyoto Encyclopedia of Genes and Genomes (KEGG) and found enrichment in mainly the dopaminergic and cholinergic synapses. Moreover, shared genes involved in these neurotransmitter systems had a large contribution to the observed enrichment, protein products of top genes in these pathways showed more direct and indirect interactions than expected by chance, and expression profiles of these genes were largely similar among brain tissues. In conclusion, we provide strong and consistent genetics and protein-interaction informed evidence for the role of postsynaptic signaling processes in schizophrenia, opening avenues for future translational and psychopharmacological studies.
  • Schilberg, L., Engelen, T., Ten Oever, S., Schuhmann, T., De Gelder, B., De Graaf, T. A., & Sack, A. T. (2018). Phase of beta-frequency tACS over primary motor cortex modulates corticospinal excitability. Cortex, 103, 142-152. doi:10.1016/j.cortex.2018.03.001.

    Abstract

    The assessment of corticospinal excitability by means of transcranial magnetic stimulation-induced motor evoked potentials is an established diagnostic tool in neurophysiology and a widely used procedure in fundamental brain research. However, concern about low reliability of these measures has grown recently. One possible cause of high variability of MEPs under identical acquisition conditions could be the influence of oscillatory neuronal activity on corticospinal excitability. Based on research showing that transcranial alternating current stimulation can entrain neuronal oscillations we here test whether alpha or beta frequency tACS can influence corticospinal excitability in a phase-dependent manner. We applied tACS at individually calibrated alpha- and beta-band oscillation frequencies, or we applied sham tACS. Simultaneous single TMS pulses time locked to eight equidistant phases of the ongoing tACS signal evoked MEPs. To evaluate offline effects of stimulation frequency, MEP amplitudes were measured before and after tACS. To evaluate whether tACS influences MEP amplitude, we fitted one-cycle sinusoids to the average MEPs elicited at the different phase conditions of each tACS frequency. We found no frequency-specific offline effects of tACS. However, beta-frequency tACS modulation of MEPs was phase-dependent. Post hoc analyses suggested that this effect was specific to participants with low (<19 Hz) intrinsic beta frequency. In conclusion, by showing that beta tACS influences MEP amplitude in a phase-dependent manner, our results support a potential role attributed to neuronal oscillations in regulating corticospinal excitability. Moreover, our findings may be useful for the development of TMS protocols that improve the reliability of MEPs as a meaningful tool for research applications or for clinical monitoring and diagnosis. (C) 2018 Elsevier Ltd. All rights reserved.
  • Schiller, N. O., Schuhmann, T., Neyndorff, A. C., & Jansma, B. M. (2006). The influence of semantic category membership on syntactic decisions: A study using event-related brain potentials. Brain Research, 1082(1), 153-164. doi:10.1016/j.brainres.2006.01.087.

    Abstract

    An event-related brain potentials (ERP) experiment was carried out to investigate the influence of semantic category membership on syntactic decision-making. Native speakers of German viewed a series of words that were semantically marked or unmarked for gender and made go/no-go decisions about the grammatical gender of those words. The electrophysiological results indicated that participants could make a gender decision earlier when words were semantically gender-marked than when they were semantically gender-unmarked. Our data provide evidence for the influence of semantic category membership on the decision of the syntactic gender of a visually presented German noun. More specifically, our results support models of language comprehension in which semantic information processing of words is initiated prior to syntactic information processing is finalized.
  • Schiller, N. O., & Verdonschot, R. G. (2018). Morphological theory and neurolinguistics. In J. Audring, & F. Masini (Eds.), The Oxford Handbook of Morphological Theory (pp. 554-572). Oxford: Oxford University Press.

    Abstract

    This chapter describes neurolinguistic aspects of morphology, morphological theory, and especially morphological processing. It briefly mentions the main processing models in the literature and how they deal with morphological issues, i.e. full-listing models (all morphologically related words are listed separately in the lexicon and are processed individually), full-parsing or decompositional models (morphologically related words are not listed in the lexicon but are decomposed into their constituent morphemes, each of which is listed in the lexicon), and hybrid, so-called dual route, models (regular morphologically related words are decomposed, irregular words are listed). The chapter also summarizes some important findings from the literature that bear on neurolinguistic aspects of morphological processing, from both language comprehension and language production, taking into consideration neuropsychological patient studies as well as studies employing neuroimaging methods.
  • Schiller, N. O., & Costa, A. (2006). Different selection principles of freestanding and bound morphemes in language production. Journal of Experimental Psychology: Learning, Memory, and Cognition, 32(5), 1201-1207. doi:10.1037/0278-7393.32.5.1201.

    Abstract

    Freestanding and bound morphemes differ in many (psycho)linguistic aspects. Some theorists have claimed that the representation and retrieval of freestanding and bound morphemes in the course of language production are governed by similar processing mechanisms. Alternatively, it has been proposed that both types of morphemes may be selected for production in different ways. In this article, the authors first review the available experimental evidence related to this topic and then present new experimental data pointing to the notion that freestanding and bound morphemes are retrieved following distinct processing principles: freestanding morphemes are subject to competition, bound morphemes not.
  • Schiller, N. O. (2006). Lexical stress encoding in single word production estimated by event-related brain potentials. Brain Research, 1112(1), 201-212. doi:10.1016/j.brainres.2006.07.027.

    Abstract

    An event-related brain potentials (ERPs) experiment was carried out to investigate the time course of lexical stress encoding in language production. Native speakers of Dutch viewed a series of pictures corresponding to bisyllabic names which were either stressed on the first or on the second syllable and made go/no-go decisions on the lexical stress location of those picture names. Behavioral results replicated a pattern that was observed earlier, i.e. faster button-press latencies to initial as compared to final stress targets. The electrophysiological results indicated that participants could make a lexical stress decision significantly earlier when picture names had initial than when they had final stress. Moreover, the present data suggest the time course of lexical stress encoding during single word form formation in language production. When word length is corrected for, the temporal interval for lexical stress encoding specified by the current ERP results falls into the time window previously identified for phonological encoding in language production.
  • Schiller, N. O., Jansma, B. M., Peters, J., & Levelt, W. J. M. (2006). Monitoring metrical stress in polysyllabic words. Language and Cognitive Processes, 21(1/2/3), 112-140. doi:10.1080/01690960400001861.

    Abstract

    This study investigated the monitoring of metrical stress information in internally generated speech. In Experiment 1, Dutch participants were asked to judge whether bisyllabic picture names had initial or final stress. Results showed significantly faster decision times for initially stressed targets (e.g., KAno ‘‘canoe’’) than for targets with final stress (e.g., kaNON ‘‘cannon’’; capital letters indicate stressed syllables). It was demonstrated that monitoring latencies are not a function of the picture naming or object recognition latencies to the same pictures. Experiments 2 and 3 replicated the outcome of the first experiment with trisyllabic picture names. These results are similar to the findings of Wheeldon and Levelt (1995) in a segment monitoring task. The outcome might be interpreted to demonstrate that phonological encoding in speech production is a rightward incremental process. Alternatively, the data might reflect the sequential nature of a perceptual mechanism used to monitor lexical stress.
  • Schiller, N. O., & Caramazza, A. (2006). Grammatical gender selection and the representation of morphemes: The production of Dutch diminutives. Language and Cognitive Processes, 21, 945-973. doi:10.1080/01690960600824344.

    Abstract

    In this study, we investigated grammatical feature selection during noun phrase production in Dutch. More specifically, we studied the conditions under which different grammatical genders select either the same or different determiners. Pictures of simple objects paired with a gender-congruent or a gender-incongruent distractor word were presented. Participants named the pictures using a noun phrase with the appropriate gender-marked determiner. Auditory (Experiment 1) or visual cues (Experiment 2) indicated whether the noun was to be produced in its standard or diminutive form. Results revealed a cost in naming latencies when target and distractor take different determiner forms independent of whether or not they have the same gender. This replicates earlier results showing that congruency effects are due to competition during the selection of determiner forms rather than gender features. The overall pattern of results supports the view that grammatical feature selection is an automatic consequence of lexical node selection and therefore not subject to interference from incongruent grammatical features. Selection of the correct determiner form, however, is a competitive process, implying that lexical node and grammatical feature selection operate with distinct principles.
  • Schillingmann, L., Ernst, J., Keite, V., Wrede, B., Meyer, A. S., & Belke, E. (2018). AlignTool: The automatic temporal alignment of spoken utterances in German, Dutch, and British English for psycholinguistic purposes. Behavior Research Methods, 50(2), 466-489. doi:10.3758/s13428-017-1002-7.

    Abstract

    In language production research, the latency with which speakers produce a spoken response to a stimulus and the onset and offset times of words in longer utterances are key dependent variables. Measuring these variables automatically often yields partially incorrect results. However, exact measurements through the visual inspection of the recordings are extremely time-consuming. We present AlignTool, an open-source alignment tool that establishes preliminarily the onset and offset times of words and phonemes in spoken utterances using Praat, and subsequently performs a forced alignment of the spoken utterances and their orthographic transcriptions in the automatic speech recognition system MAUS. AlignTool creates a Praat TextGrid file for inspection and manual correction by the user, if necessary. We evaluated AlignTool’s performance with recordings of single-word and four-word utterances as well as semi-spontaneous speech. AlignTool performs well with audio signals with an excellent signal-to-noise ratio, requiring virtually no corrections. For audio signals of lesser quality, AlignTool still is highly functional but its results may require more frequent manual corrections. We also found that audio recordings including long silent intervals tended to pose greater difficulties for AlignTool than recordings filled with speech, which AlignTool analyzed well overall. We expect that by semi-automatizing the temporal analysis of complex utterances, AlignTool will open new avenues in language production research.
  • Schoenmakers, G.-J., & Piepers, J. (2018). Echter kan het wel. Levende Talen Magazine, 105(4), 10-13.
  • De Schryver, J., Neijt, A., Ghesquière, P., & Ernestus, M. (2013). Zij surfde, maar hij durfte niet: De spellingproblematiek van de zwakke verleden tijd in Nederland en Vlaanderen. Dutch Journal of Applied Linguistics, 2(2), 133-151. doi:10.1075/dujal.2.2.01de.

    Abstract

    Hoewel de spelling van Nederlandse verledentijdsvormen van zwakke werkwoorden algemeen als eenvoudig wordt beschouwd (ze zijn immers klankzuiver) maken zelfs universiteitsstudenten opvallend veel fouten bij de keuze tussen de uitgangen -te en -de. Voor een deel zijn die fouten ‘natuurlijk’ in die zin dat ze het gevolg zijn van de werking van frequentie en analogie. Anderzijds stellen we vast dat Nederlanders veel meer fouten maken dan Vlamingen, althans als de stam op een coronale fricatief eindigt (s, z, f, v). Aangezien de Nederlandse proefpersonen de ‘regel’ (het ezelsbruggetje ’t kofschip) beter lijken te beheersen dan de Vlamingen, moet de verklaring voor het verschil gezocht worden in een klankverandering die zich wel in Nederland maar niet of nauwelijks in Vlaanderen voordoet, de verstemlozing van de fricatieven. Het spellingprobleem vraagt om didactische maatregelen en/of politieke: het kan wellicht grotendeels worden opgelost door de spellingregels een weinig aan te passen.
  • Schweinfurth, M. K., De Troy, S. E., Van Leeuwen, E. J. C., Call, J., & Haun, D. B. M. (2018). Spontaneous social tool use in Chimpanzees (Pan troglodytes). Journal of Comparative Psychology, 132(4), 455-463. doi:10.1037/com0000127.

    Abstract

    Although there is good evidence that social animals show elaborate cognitive skills to deal with others, there are few reports of animals physically using social agents and their respective responses as means to an end—social tool use. In this case study, we investigated spontaneous and repeated social tool use behavior in chimpanzees (Pan troglodytes). We presented a group of chimpanzees with an apparatus, in which pushing two buttons would release juice from a distantly located fountain. Consequently, any one individual could only either push the buttons or drink from the fountain but never push and drink simultaneously. In this scenario, an adult male attempted to retrieve three other individuals and push them toward the buttons that, if pressed, released juice from the fountain. With this strategy, the social tool user increased his juice intake 10-fold. Interestingly, the strategy was stable over time, which was possibly enabled by playing with the social tools. With over 100 instances, we provide the biggest data set on social tool use recorded among nonhuman animals so far. The repeated use of other individuals as social tools may represent a complex social skill linked to Machiavellian intelligence.
  • Scott, K., Sakkalou, E., Ellis-Davies, K., Hilbrink, E., Hahn, U., & Gattis, M. (2013). Infant contributions to joint attention predict vocabulary development. In M. Knauff, M. Pauen, I. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Conference of the Cognitive Science Society (pp. 3384-3389). Austin,TX: Cognitive Science Society. Retrieved from http://mindmodeling.org/cogsci2013/papers/0602/index.html.

    Abstract

    Joint attention has long been accepted as constituting a privileged circumstance in which word learning prospers. Consequently research has investigated the role that maternal responsiveness to infant attention plays in predicting language outcomes. However there has been a recent expansion in research implicating similar predictive effects from individual differences in infant behaviours. Emerging from the foundations of such work comes an interesting question: do the relative contributions of the mother and infant to joint attention episodes impact upon language learning? In an attempt to address this, two joint attention behaviours were assessed as predictors of vocabulary attainment (as measured by OCDI Production Scores). These predictors were: mothers encouraging attention to an object given their infant was already attending to an object (maternal follow-in); and infants looking to an object given their mothers encouragement of attention to an object (infant follow-in). In a sample of 14-month old children (N=36) we compared the predictive power of these maternal and infant follow-in variables on concurrent and later language performance. Results using Growth Curve Analysis provided evidence that while both maternal follow-in and infant follow-in variables contributed to production scores, infant follow-in was a stronger predictor. Consequently it does appear to matter whose final contribution establishes joint attention episodes. Infants who more often follow-in into their mothers’ encouragement of attention have larger, and faster growing vocabularies between 14 and 18-months of age.
  • Scott, S., & Sauter, D. (2006). Non-verbal expressions of emotion - acoustics, valence, and cross cultural factors. In Third International Conference on Speech Prosody 2006. ISCA.

    Abstract

    This presentation will address aspects of the expression of emotion in non-verbal vocal behaviour, specifically attempting to determine the roles of both positive and negative emotions, their acoustic bases, and the extent to which these are recognized in non-Western cultures.
  • Scott, D. R., & Cutler, A. (1984). Segmental phonology and the perception of syntactic structure. Journal of Verbal Learning and Verbal Behavior, 23, 450-466. Retrieved from http://www.sciencedirect.com/science//journal/00225371.

    Abstract

    Recent research in speech production has shown that syntactic structure is reflected in segmental phonology--the application of certain phonological rules of English (e.g., palatalization and alveolar flapping) is inhibited across phrase boundaries. We examined whether such segmental effects can be used in speech perception as cues to syntactic structure, and the relation between the use of these segmental features as syntactic markers in production and perception. Speakers of American English (a dialect in which the above segmental effects occur) could indeed use the segmental cues in syntax perception; speakers of British English (in which the effects do not occur) were unable to make use of them, while speakers of British English who were long-term residents of the United States showed intermediate performance.
  • Scott, S. K., McGettigan, C., & Eisner, F. (2013). The neural basis of links and dissociations between speech perception and production. In J. J. Bolhuis, & M. Everaert (Eds.), Birdsong, speech and language: Exploring the evolution of mind and brain (pp. 277-294). Cambridge, Mass: MIT Press.
  • Seeliger, K., Fritsche, M., Güçlü, U., Schoenmakers, S., Schoffelen, J.-M., Bosch, S. E., & Van Gerven, M. A. J. (2018). Convolutional neural network-based encoding and decoding of visual object recognition in space and time. NeuroImage, 180, 253-266. doi:10.1016/j.neuroimage.2017.07.018.

    Abstract

    Representations learned by deep convolutional neural networks (CNNs) for object recognition are a widely
    investigated model of the processing hierarchy in the human visual system. Using functional magnetic resonance
    imaging, CNN representations of visual stimuli have previously been shown to correspond to processing stages in
    the ventral and dorsal streams of the visual system. Whether this correspondence between models and brain
    signals also holds for activity acquired at high temporal resolution has been explored less exhaustively. Here, we
    addressed this question by combining CNN-based encoding models with magnetoencephalography (MEG).
    Human participants passively viewed 1,000 images of objects while MEG signals were acquired. We modelled
    their high temporal resolution source-reconstructed cortical activity with CNNs, and observed a feed-forward
    sweep across the visual hierarchy between 75 and 200 ms after stimulus onset. This spatiotemporal cascade
    was captured by the network layer representations, where the increasingly abstract stimulus representation in the
    hierarchical network model was reflected in different parts of the visual cortex, following the visual ventral
    stream. We further validated the accuracy of our encoding model by decoding stimulus identity in a left-out
    validation set of viewed objects, achieving state-of-the-art decoding accuracy.
  • Segaert, K., Mazaheri, A., & Hagoort, P. (2018). Binding language: Structuring sentences through precisely timed oscillatory mechanisms. European Journal of Neuroscience, 48(7), 2651-2662. doi:10.1111/ejn.13816.

    Abstract

    Syntactic binding refers to combining words into larger structures. Using EEG, we investigated the neural processes involved in syntactic binding. Participants were auditorily presented two-word sentences (i.e. pronoun and pseudoverb such as ‘I grush’, ‘she grushes’, for which syntactic binding can take place) and wordlists (i.e. two pseudoverbs such as ‘pob grush’, ‘pob grushes’, for which no binding occurs). Comparing these two conditions, we targeted syntactic binding while minimizing contributions of semantic binding and of other cognitive processes such as working memory. We found a converging pattern of results using two distinct analysis approaches: one approach using frequency bands as defined in previous literature, and one data-driven approach in which we looked at the entire range of frequencies between 3-30 Hz without the constraints of pre-defined frequency bands. In the syntactic binding (relative to the wordlist) condition, a power increase was observed in the alpha and beta frequency range shortly preceding the presentation of the target word that requires binding, which was maximal over frontal-central electrodes. Our interpretation is that these signatures reflect that language comprehenders expect the need for binding to occur. Following the presentation of the target word in a syntactic binding context (relative to the wordlist condition), an increase in alpha power maximal over a left lateralized cluster of frontal-temporal electrodes was observed. We suggest that this alpha increase relates to syntactic binding taking place. Taken together, our findings suggest that increases in alpha and beta power are reflections of distinct the neural processes underlying syntactic binding.
  • Segaert, K., Kempen, G., Petersson, K. M., & Hagoort, P. (2013). Syntactic priming and the lexical boost effect during sentence production and sentence comprehension: An fMRI study. Brain and Language, 124, 174-183. doi:10.1016/j.bandl.2012.12.003.

    Abstract

    Behavioral syntactic priming effects during sentence comprehension are typically observed only if both the syntactic structure and lexical head are repeated. In contrast, during production syntactic priming occurs with structure repetition alone, but the effect is boosted by repetition of the lexical head. We used fMRI to investigate the neuronal correlates of syntactic priming and lexical boost effects during sentence production and comprehension. The critical measure was the magnitude of fMRI adaptation to repetition of sentences in active or passive voice, with or without verb repetition. In conditions with repeated verbs, we observed adaptation to structure repetition in the left IFG and MTG, for active and passive voice. However, in the absence of repeated verbs, adaptation occurred only for passive sentences. None of the fMRI adaptation effects yielded differential effects for production versus comprehension, suggesting that sentence comprehension and production are subserved by the same neuronal infrastructure for syntactic processing.

    Additional information

    Segaert_Supplementary_data_2013.docx
  • Segaert, K., Weber, K., De Lange, F., Petersson, K. M., & Hagoort, P. (2013). The suppression of repetition enhancement: A review of fMRI studies. Neuropsychologia, 51, 59-66. doi:10.1016/j.neuropsychologia.2012.11.006.

    Abstract

    Repetition suppression in fMRI studies is generally thought to underlie behavioural facilitation effects (i.e., priming) and it is often used to identify the neuronal representations associated with a stimulus. However, this pays little heed to the large number of repetition enhancement effects observed under similar conditions. In this review, we identify several cognitive variables biasing repetition effects in the BOLD response towards enhancement instead of suppression. These variables are stimulus recognition, learning, attention, expectation and explicit memory. We also evaluate which models can account for these repetition effects and come to the conclusion that there is no one single model that is able to embrace all repetition enhancement effects. Accumulation, novel network formation as well as predictive coding models can all explain subsets of repetition enhancement effects.
  • Seidl, A., & Johnson, E. K. (2006). Infant word segmentation revisited: Edge alignment facilitates target extraction. Developmental Science, 9(6), 565-573.

    Abstract

    In a landmark study, Jusczyk and Aslin (1995) demonstrated that English-learning infants are able to segment words from continuous speech at 7.5 months of age. In the current study, we explored the possibility that infants segment words from the edges of utterances more readily than the middle of utterances. The same procedure was used as in Jusczyk and Aslin (1995); however, our stimuli were controlled for target word location and infants were given a shorter familiarization time to avoid ceiling effects. Infants were familiarized to one word that always occurred at the edge of an utterance (sentence-initial position for half of the infants and sentence-final position for the other half) and one word that always occurred in sentence-medial position. Our results demonstrate that infants segment words from the edges of an utterance more readily than from the middle of an utterance. In addition, infants segment words from utterance-final position just as readily as they segment words from utterance-initial position. Possible explanations for these results, as well as their implications for current models of the development of word segmentation, are discussed.
  • Seifart, F., Evans, N., Hammarström, H., & Levinson, S. C. (2018). Language documentation twenty-five years on. Language, 94(4), e324-e345. doi:10.1353/lan.2018.0070.

    Abstract

    This discussion note reviews responses of the linguistics profession to the grave issues of language
    endangerment identified a quarter of a century ago in the journal Language by Krauss,
    Hale, England, Craig, and others (Hale et al. 1992). Two and a half decades of worldwide research
    not only have given us a much more accurate picture of the number, phylogeny, and typological
    variety of the world’s languages, but they have also seen the development of a wide range of new
    approaches, conceptual and technological, to the problem of documenting them. We review these
    approaches and the manifold discoveries they have unearthed about the enormous variety of linguistic
    structures. The reach of our knowledge has increased by about 15% of the world’s languages,
    especially in terms of digitally archived material, with about 500 languages now
    reasonably documented thanks to such major programs as DoBeS, ELDP, and DEL. But linguists
    are still falling behind in the race to document the planet’s rapidly dwindling linguistic diversity,
    with around 35–42% of the world’s languages still substantially undocumented, and in certain
    countries (such as the US) the call by Krauss (1992) for a significant professional realignment toward
    language documentation has only been heeded in a few institutions. Apart from the need for
    an intensified documentarist push in the face of accelerating language loss, we argue that existing
    language documentation efforts need to do much more to focus on crosslinguistically comparable
    data sets, sociolinguistic context, semantics, and interpretation of text material, and on methods
    for bridging the ‘transcription bottleneck’, which is creating a huge gap between the amount we
    can record and the amount in our transcribed corpora.*
  • Seifart, F., & Hammarström, H. (2018). Language Isolates in South America. In L. Campbell, A. Smith, & T. Dougherty (Eds.), Language Isolates (pp. 260-286). London: Routledge.
  • Sekine, K. (2006). Developmental changes in spatial frame of reference among preschoolers: Spontaneous gestures and speech in route descriptions. The Japanese journal of developmental psychology, 17(3), 263-271.

    Abstract

    This research investigated how spontaneous gestures during speech represent “Frames of Reference” (FoR) among preschool children, and how their FoRs change with age. Four-, five-, and six-year-olds (N=55) described the route from the nursery school to their own homes. Analysis of children’s utterances and gestures showed that mean length of utterance, speech time, and use of landmarks or right/left terms to describe a route, all increased with age. Most of 4-year-olds made gestures in the direction of the actual route to their homes, and their hands tend to be raised above the shoulder. In contrast, 6-year-olds used gestures to give directions that did not match the actual route, as if they were creating a virtual space in front of the speaker. Some 5- and 6-year-olds produced gestures that represented survey mapping. These results indicated that development of FoR in childhood may change from an egocentric FoR to a fixed FoR. As factors underlying development of FoR, verbal encoding skills and the commuting experience were also discussed.

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