TY - JOUR A1 - Hohenstein, Sven A1 - Kliegl, Reinhold T1 - Semantic preview benefit during reading JF - Journal of experimental psychology : Learning, memory, and cognition N2 - Word features in parafoveal vision influence eye movements during reading. The question of whether readers extract semantic information from parafoveal words was studied in 3 experiments by using a gaze-contingent display change technique. Subjects read German sentences containing 1 of several preview words that were replaced by a target word during the saccade to the preview (boundary paradigm). In the 1st experiment the preview word was semantically related or unrelated to the target. Fixation durations on the target were shorter for semantically related than unrelated previews, consistent with a semantic preview benefit. In the 2nd experiment, half the sentences were presented following the rules of German spelling (i.e., previews and targets were printed with an initial capital letter), and the other half were presented completely in lowercase. A semantic preview benefit was obtained under both conditions. In the 3rd experiment, we introduced 2 further preview conditions, an identical word and a pronounceable nonword, while also manipulating the text contrast. Whereas the contrast had negligible effects, fixation durations on the target were reliably different for all 4 types of preview. Semantic preview benefits were greater for pretarget fixations closer to the boundary (large preview space) and, although not as consistently, for long pretarget fixation durations (long preview time). The results constrain theoretical proposals about eye movement control in reading. KW - eye movements KW - reading KW - semantic preview benefit KW - parafoveal processing KW - display change awareness Y1 - 2014 U6 - https://doi.org/10.1037/a0033670 SN - 0278-7393 SN - 1939-1285 VL - 40 IS - 1 SP - 166 EP - 190 PB - American Psychological Association CY - Washington ER - TY - JOUR A1 - Fernandez, Gerardo A1 - Shalom, Diego E. A1 - Kliegl, Reinhold A1 - Sigman, Mariano T1 - Eye movements during reading proverbs and regular sentences: the incoming word predictability effect JF - Language, cognition and neuroscience KW - eye movements KW - reading KW - proverbs KW - incoming word predictability effect Y1 - 2014 U6 - https://doi.org/10.1080/01690965.2012.760745 SN - 2327-3798 SN - 2327-3801 VL - 29 IS - 3 SP - 260 EP - 273 PB - Routledge, Taylor & Francis Group CY - Abingdon ER - TY - JOUR A1 - Risse, Sarah A1 - Hohenstein, Sven A1 - Kliegl, Reinhold A1 - Engbert, Ralf T1 - A theoretical analysis of the perceptual span based on SWIFT simulations of the n+2 boundary paradigm JF - Visual cognition N2 - Eye-movement experiments suggest that the perceptual span during reading is larger than the fixated word, asymmetric around the fixation position, and shrinks in size contingent on the foveal processing load. We used the SWIFT model of eye-movement control during reading to test these hypotheses and their implications under the assumption of graded parallel processing of all words inside the perceptual span. Specifically, we simulated reading in the boundary paradigm and analysed the effects of denying the model to have valid preview of a parafoveal word n + 2 two words to the right of fixation. Optimizing the model parameters for the valid preview condition only, we obtained span parameters with remarkably realistic estimates conforming to the empirical findings on the size of the perceptual span. More importantly, the SWIFT model generated parafoveal processing up to word n + 2 without fitting the model to such preview effects. Our results suggest that asymmetry and dynamic modulation are plausible properties of the perceptual span in a parallel word-processing model such as SWIFT. Moreover, they seem to guide the flexible distribution of processing resources during reading between foveal and parafoveal words. KW - Eye movements KW - Reading KW - Computational modelling KW - Perceptual span KW - Preview Y1 - 2014 U6 - https://doi.org/10.1080/13506285.2014.881444 SN - 1350-6285 SN - 1464-0716 VL - 22 IS - 3-4 SP - 283 EP - 308 PB - Routledge, Taylor & Francis Group CY - Abingdon ER - TY - JOUR A1 - Pan, Jinger A1 - Yan, Ming A1 - Laubrock, Jochen A1 - Shu, Hua A1 - Kliegl, Reinhold T1 - Saccade-target selection of dyslexic children when reading Chinese JF - Vision research : an international journal for functional aspects of vision. N2 - This study investigates the eye movements of dyslexic children and their age-matched controls when reading Chinese. Dyslexic children exhibited more and longer fixations than age-matched control children, and an increase of word length resulted in a greater increase in the number of fixations and gaze durations for the dyslexic than for the control readers. The report focuses on the finding that there was a significant difference between the two groups in the fixation landing position as a function of word length in single-fixation cases, while there was no such difference in the initial fixation of multi-fixation cases. We also found that both groups had longer incoming saccade amplitudes while the launch sites were closer to the word in single fixation cases than in multi-fixation cases. Our results suggest that dyslexic children's inefficient lexical processing, in combination with the absence of orthographic word boundaries in Chinese, leads them to select saccade targets at the beginning of words conservatively. These findings provide further evidence for parafoveal word segmentation during reading of Chinese sentences. KW - Chinese KW - Dyslexic children KW - Eye movements KW - Saccade-target selection KW - Reading Y1 - 2014 U6 - https://doi.org/10.1016/j.visres.2014.01.014 SN - 0042-6989 SN - 1878-5646 VL - 97 SP - 24 EP - 30 PB - Elsevier CY - Oxford ER - TY - JOUR A1 - Risse, Sarah A1 - Kliegl, Reinhold T1 - Dissociating preview validity and preview difficulty in parafoveal processing of word n+1 during reading JF - Journal of experimental psychology : Human perception and performance N2 - Many studies have shown that previewing the next word n + 1 during reading leads to substantial processing benefit (e.g., shorter word viewing times) when this word is eventually fixated. However, evidence of such preprocessing in fixations on the preceding word n when in fact the information about the preview is acquired is far less consistent. A recent study suggested that such effects may be delayed into fixations on the next word n + 1 (Risse & Kliegl, 2012). To investigate the time course of parafoveal information-acquisition on the control of eye movements during reading, we conducted 2 gaze-contingent display-change experiments and orthogonally manipulated the processing difficulty (i.e., word frequency) of an n + 1 preview word and its validity relative to the target word. Preview difficulty did not affect fixation durations on the pretarget word n but on the target word n + 1. In fact, the delayed preview-difficulty effect was almost of the same size as the preview benefit associated with the n + 1 preview validity. Based on additional results from quantile-regression analyses on the time course of the 2 preview effects, we discuss consequences as to the integration of foveal and parafoveal information and potential implications for computational models of eye guidance in reading. KW - display-change awareness KW - eye movements KW - parafoveal-on-foveal effect KW - parafoveal preview benefit KW - perceptual span Y1 - 2014 U6 - https://doi.org/10.1037/a0034997 SN - 0096-1523 SN - 1939-1277 VL - 40 IS - 2 SP - 653 EP - 668 PB - American Psychological Association CY - Washington ER - TY - JOUR A1 - Jünger, Elisabeth A1 - Kliegl, Reinhold A1 - Oberauer, Klaus T1 - No evidence for feature overwriting in visual working memory JF - Memory Y1 - 2014 SN - 0965-8211 SN - 1464-0686 VL - 22 IS - 4 SP - 374 EP - 389 PB - Routledge, Taylor & Francis Group CY - Abingdon ER - TY - JOUR A1 - Hofmann, Markus J. A1 - Dambacher, Michael A1 - Jacobs, Arthur M. A1 - Kliegl, Reinhold A1 - Radach, Ralph A1 - Kuchinke, Lars A1 - Plichta, Michael M. A1 - Fallgatter, Andreas J. A1 - Herrmann, Martin J. T1 - Occipital and orbitofrontal hemodynamics during naturally paced reading: An fNIRS study JF - NeuroImage : a journal of brain function N2 - Humans typically read at incredibly fast rates, because they predict likely occurring words from a given context. Here, we used functional near-infrared spectroscopy (fNIRS) to track the ultra-rapid hemodynamic responses of words presented every 280 ms in a naturally paced sentence context. We found a lower occipital deoxygenation to unpredictable than to predictable words. The greater hemodynamic responses to unexpected words suggest that the visual features of expected words have been pre-activated previous to stimulus presentation. Second, we tested opposing theoretical proposals about the role of the medial orbitofrontal cortex (OFC): Either OFC may respond to the breach of expectation; or OFC is activated when the present stimulus matches the prediction. A significant interaction between word frequency and predictability indicated OFC responses to breaches of expectation for low- but not for high-frequency words: OFC is sensitive to both, bottom-up processing as mediated by word frequency, as well as top-down predictions. Particularly, when a rare word is unpredictable, OFC becomes active. Finally, we discuss how a high temporal resolution can help future studies to disentangle the hemodynamic responses of single trials in such an ultra-rapid event succession as naturally paced reading. (C) 2014 Elsevier Inc. All rights reserved. KW - Frontopolar KW - Orbitofrontal KW - Bayesian brain KW - Predictive coding KW - Cloze probability Y1 - 2014 U6 - https://doi.org/10.1016/j.neuroimage.2014.03.014 SN - 1053-8119 SN - 1095-9572 VL - 94 SP - 193 EP - 202 PB - Elsevier CY - San Diego ER - TY - JOUR A1 - Yan, Ming A1 - Zhou, Wei A1 - Shu, Hua A1 - Yusupu, Rizwangul A1 - Miao, Dongxia A1 - Kruegel, Andre A1 - Kliegl, Reinhold T1 - Eye movements guided by morphological structure: Evidence from the Uighur language JF - Cognition : international journal of cognitive science N2 - It is generally accepted that low-level features (e.g., inter-word spaces) are responsible for saccade-target selection in eye-movement control during reading. In two experiments using Uighur script known for its rich suffixes, we demonstrate that, in addition to word length and launch site, the number of suffixes influences initial landing positions. We also demonstrate an influence of word frequency. These results are difficult to explain purely by low-level guidance of eye movements and indicate that due to properties specific to Uighur script low-level visual information and high-level information such as morphological structure of parafoveal words jointly influence saccade programming. (C) 2014 Elsevier B.V. All rights reserved. KW - Eye movements KW - Morphological structure KW - Landing position KW - Uighur Y1 - 2014 U6 - https://doi.org/10.1016/j.cognition.2014.03.008 SN - 0010-0277 SN - 1873-7838 VL - 132 IS - 2 SP - 181 EP - 215 PB - Elsevier CY - Amsterdam ER - TY - JOUR A1 - Heister, Julian A1 - Würzner, Kay-Michael A1 - Bubenzer, Johannes A1 - Pohl, Edmund A1 - Hanneforth, Thomas A1 - Geyken, Alexander A1 - Kliegl, Reinhold T1 - dlexDB - A lexical database for the psychological and linguistic research JF - Psychologische Rundschau : offizielles Organ der Deutschen Gesellschaft für Psychologie N2 - The lexical database dlexDB supplies in form of an online database frequency-based norms of numerous process-related word properties for psychological and linguistic research. These values include well known variables such as printed frequency of word form and lemma as documented also in CELEX (Baayen, Piepenbrock und Gulikers, 1995). In addition, we compute new values like frequencies based on syllables, and morphemes as well as frequencies of character chains, and multiple word combinations. The statistics are based on the Kernkorpus des Digitalen Wrterbuchs der deutschen Sprache (DWDS) with over 100 million running words. We illustrate the validity of these norms with new results about fixation durations in sentence reading. KW - corpus linguistics KW - lexical database KW - dlex KW - dlexDB KW - CELEX KW - eve movement KW - reading KW - parafovea Y1 - 2011 U6 - https://doi.org/10.1026/0033-3042/a000029 SN - 0033-3042 SN - 2190-6238 VL - 62 IS - 1 SP - 10 EP - 20 PB - Hogrefe CY - Göttingen ER - TY - JOUR A1 - Boston, Marisa Ferrara A1 - Hale, John T. A1 - Vasishth, Shravan A1 - Kliegl, Reinhold T1 - Parallel processing and sentence comprehension difficulty JF - Language and cognitive processes N2 - Eye fixation durations during normal reading correlate with processing difficulty, but the specific cognitive mechanisms reflected in these measures are not well understood. This study finds support in German readers' eye fixations for two distinct difficulty metrics: surprisal, which reflects the change in probabilities across syntactic analyses as new words are integrated; and retrieval, which quantifies comprehension difficulty in terms of working memory constraints. We examine the predictions of both metrics using a family of dependency parsers indexed by an upper limit on the number of candidate syntactic analyses they retain at successive words. Surprisal models all fixation measures and regression probability. By contrast, retrieval does not model any measure in serial processing. As more candidate analyses are considered in parallel at each word, retrieval can account for the same measures as surprisal. This pattern suggests an important role for ranked parallelism in theories of sentence comprehension. KW - Reading KW - Parsing KW - Computer model KW - Corpus Y1 - 2011 U6 - https://doi.org/10.1080/01690965.2010.492228 SN - 0169-0965 VL - 26 IS - 3 SP - 301 EP - 349 PB - Wiley CY - Hove ER - TY - JOUR A1 - Kliegl, Reinhold A1 - Wei, Ping A1 - Dambacher, Michael A1 - Yan, Ming A1 - Zhou, Xiaolin T1 - Experimental effects and individual differences in linear mixed models estimating the relationship between spatial, object, and attraction effects in visual attention JF - Frontiers in psychology N2 - Linear mixed models (LMMs) provide a still underused methodological perspective on combining experimental and individual-differences research. Here we illustrate this approach with two-rectangle cueing in visual attention (Egly et al., 1994). We replicated previous experimental cue-validity effects relating to a spatial shift of attention within an object (spatial effect), to attention switch between objects (object effect), and to the attraction of attention toward the display centroid (attraction effect), also taking into account the design-inherent imbalance of valid and other trials. We simultaneously estimated variance/covariance components of subject-related random effects for these spatial, object, and attraction effects in addition to their mean reaction times (RTs). The spatial effect showed a strong positive correlation with mean RT and a strong negative correlation with the attraction effect. The analysis of individual differences suggests that slow subjects engage attention more strongly at the cued location than fast subjects. We compare this joint LMM analysis of experimental effects and associated subject-related variances and correlations with two frequently used alternative statistical procedures. KW - linear mixed model KW - individual differences KW - visual attention KW - spatial attention KW - object-based attention Y1 - 2011 U6 - https://doi.org/10.3389/fpsyg.2010.00238 SN - 1664-1078 VL - 2 PB - Frontiers Research Foundation CY - Lausanne ER - TY - JOUR A1 - Shu, Hua A1 - Zhou, Wei A1 - Yan, Ming A1 - Kliegl, Reinhold T1 - Font size modulates saccade-target selection in Chinese reading JF - Attention, perception, & psychophysics : AP&P ; a journal of the Psychonomic Society, Inc. N2 - In alphabetic writing systems, saccade amplitude (a close correlate of reading speed) is independent of font size, presumably because an increase in the angular size of letters is compensated for by a decrease of visual acuity with eccentricity. We propose that this invariance may (also) be due to the presence of spaces between words, guiding the eyes across a large range of font sizes. Here, we test whether saccade amplitude is also invariant against manipulations of font size during reading Chinese, a character-based writing system without spaces as explicit word boundaries for saccade-target selection. In contrast to word-spaced alphabetic writing systems, saccade amplitude decreased significantly with increased font size, leading to an increase in the number of fixations at the beginning of words and in the number of refixations. These results are consistent with a model which assumes that word beginning (rather than word center) is the default saccade target if the length of the parafoveal word is not available. KW - Eye movement KW - Saccade KW - Chinese KW - Font size Y1 - 2011 U6 - https://doi.org/10.3758/s13414-010-0029-y SN - 1943-3921 VL - 73 IS - 2 SP - 482 EP - 490 PB - Springer CY - New York ER - TY - JOUR A1 - Kliegl, Reinhold A1 - Bates, Douglas T1 - International collaboration in psychology is on the rise JF - Scientometrics : an international journal for all quantitative aspects of the science of science, communication in science and science policy N2 - There has been a substantial increase in the percentage for publications with co-authors located in departments from different countries in 12 major journals of psychology. The results are evidence for a remarkable internationalization of psychological research, starting in the mid 1970s and increasing in rate at the beginning of the 1990s. This growth occurs against a constant number of articles with authors from the same country; it is not due to a concomitant increase in the number of co-authors per article. Thus, international collaboration in psychology is obviously on the rise. KW - International collaboration KW - Psychological publications KW - Linear mixed model KW - Historical trend Y1 - 2011 U6 - https://doi.org/10.1007/s11192-010-0299-0 SN - 0138-9130 VL - 87 IS - 1 SP - 149 EP - 158 PB - Springer CY - Dordrecht ER - TY - JOUR A1 - Risse, Sarah A1 - Kliegl, Reinhold T1 - Adult age differences in the perceptual span during reading JF - Psychology and aging N2 - Following up on research suggesting an age-related reduction in the rightward extent of the perceptual span during reading (Rayner, Castelhano, & Yang, 2009), we compared old and young adults in an N + 2-boundary paradigm in which a nonword preview of word N + 2 or word N + 2 itself is replaced by the target word once the eyes cross an invisible boundary located after word N. The intermediate word N + I was always three letters long. Gaze durations on word N + 2 were significantly shorter for identical than nonword N + 2 preview both for young and for old adults, with no significant difference in this preview benefit. Young adults, however, did modulate their gaze duration on word N more strongly than old adults in response to the difficulty of the parafoveal word N + I. Taken together, the results suggest a dissociation of preview benefit and parafoveal-on-foveal effect. Results are discussed in terms of age-related decline in resilience towards distributed processing while simultaneously preserving the ability to integrate parafoveal information into foveal processing. As such, the present results relate to proposals of regulatory compensation strategies older adults use to secure an overall reading speed very similar to that of young adults. KW - age differences KW - perceptual span KW - preview benefit KW - parafoveal-on-foveal effect KW - compensation strategies Y1 - 2011 U6 - https://doi.org/10.1037/a0021616 SN - 0882-7974 VL - 26 IS - 2 SP - 451 EP - 460 PB - American Psychological Association CY - Washington ER - TY - JOUR A1 - Dimigen, Olaf A1 - Sommer, Werner A1 - Hohlfeld, Annette A1 - Jacobs, Arthur M. A1 - Kliegl, Reinhold T1 - Coregistration of eye movements and EEG in natural reading analyses and review JF - Journal of experimental psychology : General N2 - Brain-electric correlates of reading have traditionally been studied with word-by-word presentation, a condition that eliminates important aspects of the normal reading process and precludes direct comparisons between neural activity and oculomotor behavior. In the present study, we investigated effects of word predictability on eye movements (EM) and fixation-related brain potentials (FRPs) during natural sentence reading. Electroencephalogram (EEG) and EM (via video-based eye tracking) were recorded simultaneously while subjects read heterogeneous German sentences, moving their eyes freely over the text. FRPs were time-locked to first-pass reading fixations and analyzed according to the cloze probability of the currently fixated word. We replicated robust effects of word predictability on EMs and the N400 component in FRPs. The data were then used to model the relation among fixation duration, gaze duration, and N400 amplitude, and to trace the time course of EEG effects relative to effects in EM behavior. In an extended Methodological Discussion section, we review 4 technical and data-analytical problems that need to be addressed when FRPs are recorded in free-viewing situations (such as reading, visual search, or scene perception) and propose solutions. Results suggest that EEG recordings during normal vision are feasible and useful to consolidate findings from EEG and eye-tracking studies. KW - EEG KW - eye tracking KW - fixation-related potentials KW - artifact correction KW - natural viewing Y1 - 2011 U6 - https://doi.org/10.1037/a0023885 SN - 0096-3445 VL - 140 IS - 4 SP - 552 EP - 572 PB - American Psychological Association CY - Washington ER - TY - JOUR A1 - Ohl, Sven A1 - Brandt, Stephan A. A1 - Kliegl, Reinhold T1 - Secondary (micro-)saccades the influence of primary saccade end point and target eccentricity on the process of postsaccadic fixation JF - Vision research : an international journal for functional aspects of vision. N2 - We examine how the size of saccadic under-/overshoot and target eccentricity influence the latency, amplitude and orientation of secondary (micro-)saccades. In our experiment, a target appeared at an eccentricity of either 6 degrees or 14 degrees of visual angle. Subjects were instructed to direct their gaze as quickly as possible to the target and hold fixation at the new location until the end of the trial. Typically, increasing saccadic error is associated with faster and larger secondary saccades. We show that secondary saccades at distant in contrast to close targets have in a specific error range a shorter latency, larger amplitude, and follow more often the direction of the primary saccade. Finally, we demonstrate that an undershooting primary saccade is followed almost exclusively by secondary saccades into the same direction while overshooting primary saccades are followed by secondary saccades into both directions. This supports the notion that under- and overshooting imply different consequences for postsaccadic oculomotor processing. Results are discussed using a model, introduced by Rolfs, Kliegl, and Engbert (2008), to account for the generation of microsaccades. We argue that the dynamic interplay of target eccentricity and the magnitude of the saccadic under-/overshoot can be explained by a different strength of activation in the two hemispheres of the saccadic motor map in this model. KW - Secondary saccade KW - Microsaccade KW - Saccadic error KW - Error-correction KW - Target eccentricity Y1 - 2011 U6 - https://doi.org/10.1016/j.visres.2011.09.005 SN - 0042-6989 SN - 1878-5646 VL - 51 IS - 23-24 SP - 2340 EP - 2347 PB - Elsevier CY - Oxford ER - TY - CHAP A1 - Ohl, Sven A1 - Brandt, S. A1 - Kliegl, Reinhold T1 - Post-saccadic location judgments after presentation of multiple target-like objects T2 - Perception Y1 - 2012 SN - 0301-0066 SN - 1468-4233 VL - 41 IS - 1 SP - 171 EP - 171 PB - Sage Publ. CY - London ER - TY - CHAP A1 - Kliegl, Reinhold A1 - Matuschek, Hannes A1 - Holschneider, Matthias T1 - Multivariate analyses of fixation durations in reading with linear mixed and additive mixed models T2 - International journal of psychology Y1 - 2012 SN - 0020-7594 VL - 47 IS - 33 SP - 139 EP - 139 PB - Wiley CY - Hove ER - TY - CHAP A1 - Kliegl, Reinhold T1 - Eye movements during reading: Contributions of cross-language comparisons T2 - International journal of psychology Y1 - 2012 SN - 0020-7594 VL - 47 SP - 138 EP - 138 PB - Wiley CY - Hove ER - TY - JOUR A1 - Kliegl, Reinhold A1 - Dambacher, Michael A1 - Dimigen, Olaf A1 - Jacobs, Arthur M. A1 - Sommer, Werner T1 - Eye movements and brain electric potentials during reading JF - Psychological research : an international journal of perception, attention, memory, and action N2 - The development of theories and computational models of reading requires an understanding of processing constraints, in particular of timelines related to word recognition and oculomotor control. Timelines of word recognition are usually determined with event-related potentials (ERPs) recorded under conditions of serial visual presentation (SVP) of words; timelines of oculomotor control are derived from parameters of eye movements (EMs) during natural reading. We describe two strategies to integrate these approaches. One is to collect ERPs and EMs in separate SVP and natural reading experiments for the same experimental material (but different subjects). The other strategy is to co-register EMs and ERPs during natural reading from the same subjects. Both strategies yield data that allow us to determine how lexical properties influence ERPs (e.g., the N400 component) and EMs (e.g., fixation durations) across neighboring words. We review our recent research on the effects of frequency and predictability of words on both EM and ERP measures with reference to current models of eye-movement control during reading. Results are in support of the proposition that lexical access is distributed across several fixations and across brain-electric potentials measured on neighboring words. Y1 - 2012 U6 - https://doi.org/10.1007/s00426-011-0376-x SN - 0340-0727 VL - 76 IS - 2 SP - 145 EP - 158 PB - Springer CY - Heidelberg ER -