153 Kognitive Prozesse, Intelligenz
Refine
Has Fulltext
- yes (35)
Is part of the Bibliography
- yes (35)
Year of publication
Document Type
- Doctoral Thesis (24)
- Journal article (7)
- Book (2)
- Book article / Book chapter (1)
- Conference Proceeding (1)
Keywords
- Kognition (5)
- Aufmerksamkeit (4)
- Textverstehen (4)
- Lernpsychologie (3)
- Metakognition (3)
- Psychologie (3)
- Affekt (2)
- Cognitive control (2)
- Experimentelle Psychologie (2)
- Gedächtnis (2)
Institute
One of the features that defines humans as extraordinarily social beings is their striking susceptibility to the gaze of others. The research reported in this dissertation was undertaken to advance our understanding of the role of gaze cues in low-level attentional and higher-order cognitive processes. In particular, effects of gaze were examined with regard to three aspects of human cognition: (1) social attention, (2) social interaction and (3) social understanding. Chapter 1 consists of three manuscripts that investigate the boundary conditions of attention capture by direct gaze and how gaze direction is integrated with facial context information. Manuscript 1 and 2 suggest two necessary requirements for attention capture by direct gaze: a meaningful holistic facial context and sharp foveal vision, respectively. Manuscript 3 shows approach/avoidance-congruency effects between gaze direction and emotion expression on attention. Chapter 2 of this dissertation explores the role of gaze in more naturalistic social scenarios. Manuscript 4 demonstrates that gaze behavior during a conversation shapes our perception of another person. Manuscript 5 builds on these findings by showing that these perceptions define our willingness to act in a prosocial way towards our interaction partner. Finally, chapter 3 adopts a broader perspective on social cognition research with a special focus on methodological aspects. Manuscript 6 is a review highlighting the significance of methodological aspects in social cognition research and stressing the importance of sophisticated decisions on task and stimulus materials. Manuscript 7 introduces a new instrument for the assessment of social understanding in adolescents. Initial application in a young sample group indicates that an understanding of another person’s mental states is a capacity that is still developing throughout adolescence. Both manuscripts of this final chapter include eye tracking data that suggest a relationship between gaze behavior and social understanding, a finding that further emphasizes the complex and multifaceted nature of social cognition. I conclude from the findings of this dissertation that research can benefit from adopting a broad view in terms of methodological as well as temporal aspects in order to capture human social cognition in its entirety.
Spontaneous brain activity builds the foundation for human cognitive processing during external demands. Neuroimaging studies based on functional magnetic resonance imaging (fMRI) identified specific characteristics of spontaneous (intrinsic) brain dynamics to be associated with individual differences in general cognitive ability, i.e., intelligence. However, fMRI research is inherently limited by low temporal resolution, thus, preventing conclusions about neural fluctuations within the range of milliseconds. Here, we used resting-state electroencephalographical (EEG) recordings from 144 healthy adults to test whether individual differences in intelligence (Raven’s Advanced Progressive Matrices scores) can be predicted from the complexity of temporally highly resolved intrinsic brain signals. We compared different operationalizations of brain signal complexity (multiscale entropy, Shannon entropy, Fuzzy entropy, and specific characteristics of microstates) regarding their relation to intelligence. The results indicate that associations between brain signal complexity measures and intelligence are of small effect sizes (r ∼ 0.20) and vary across different spatial and temporal scales. Specifically, higher intelligence scores were associated with lower complexity in local aspects of neural processing, and less activity in task-negative brain regions belonging to the default-mode network. Finally, we combined multiple measures of brain signal complexity to show that individual intelligence scores can be significantly predicted with a multimodal model within the sample (10-fold cross-validation) as well as in an independent sample (external replication, N = 57). In sum, our results highlight the temporal and spatial dependency of associations between intelligence and intrinsic brain dynamics, proposing multimodal approaches as promising means for future neuroscientific research on complex human traits.
Distributed practice is a well-known learning strategy whose beneficial effects on long-term learning are well proven by various experiments. In learning from texts, the benefits of distribution might even go beyond distributed practice, i.e. distribution of repeated materials. In realistic learning scenarios as for example school or university learning, the reader might read multiple texts that not repeat but complement each other. Therefore, distribution might also be implemented between multiple texts and benefit long-term learning in analogy to distributed practice. The assumption of beneficial effects of this distributed learning can be deduced from theories about text comprehension as the landscape model of reading (van den Broek et al., 1996) in combination with theories of desirable difficulties in general (R. A. Bjork & Bjork, 1992) and distributed practice in particular (Benjamin & Tullis, 2010). This dissertation aims to investigate (1) whether distributed learning benefits learning; (2) whether the amount of domain-specific prior knowledge moderates the effects of distribution, (3) whether distributed learning affects the learner’s meta-cognitive judgments in analogy to distributed practice and (4) whether distributed practice is beneficial for seventh graders in learning from single text.
In Experiment 1, seventh graders read two complementary texts either massed or distributed by a lag of one week between the texts. Learning outcomes were measured immediately after reading the second text and one week later. Judgements of learning were assessed immediately after each text. Experiment 2 replicated the paradigm of Experiment 1 while shortening the lag between the texts in the distributed condition to 15 min. In both experiments, an interaction effect between learning condition (distributed vs. massed) and retention interval (immediate vs. delayed) was found. In the distributed condition, the participants showed no decrease in performance between the two tests, whereas participants in the massed condition did. However, no beneficial effects were found in the delayed test for the distributed condition but even detrimental effects for the distributed condition in the immediate test. In Experiment 1, participants in the distributed condition perceived learning as less difficult but predicted lower success than the participants in the massed condition.
Experiment 3 replicated the paradigm of Experiment 1 with university students in the laboratory. In the preregistered Experiment 4, an additional retention interval of two weeks was realized. In both experiments, the same interaction between learning condition and retention interval was found. In Experiment 3, the participants in the distributed condition again showed no decrease in performance between the two tests, whereas participants in the massed condition did. However, even at the longer retention interval in Experiment 4, no beneficial effects were found for the distributed condition. Domain-specific prior knowledge was positively associated with test performance in both experiments. In Experiment 4, the participants with low prior knowledge seemed to be impaired by distributed learning, whereas no difference was found for participants with medium or high prior knowledge.
In the preregistered Experiment 5, seventh graders read a single text twice. The rereading took place either massed or distributed with one week. Immediately after rereading, judgements of learning were assessed. Learning outcomes were assessed four min after second reading or one week later. Participants in the distributed condition predicted lower learning success than participants in the massed condition. An interaction effect between learning condition and retention interval was found, but no advantage for the distributed condition. Participants with low domain-specific prior knowledge showed lower performance in short-answer questions in the distributed condition than in the massed condition.
Overall, the results seem less encouraging regarding the effectiveness of distribution on learning from single and multiple texts. However, the experiments reported here can be perceived as first step in the realistic investigation of distribution in learning from texts.
Improving retention of learned content by means of a practice test is a learning strategy that has been researched since a century and has been consistently found to be more effective than comparable learning strategies such as restudy (i.e., the testing effect). Most importantly, practicing test questions has been found to outperform restudy even when no additional information about the correct answers was provided to practice test takers, rendering practice tests effective and efficient in fostering retention of learning content. Since 15 years, additional scientific attention is devoted to this memory phenomenon and additional research investigated to what extend practicing test questions is relevant in real-world educational settings. This dissertation first presents the evidence for testing effects in applied educational settings by presenting key publications and presenting findings from a methodological review conducted for this purpose. Within this dissertation, theories are presented why practicing test questions should benefit learning in real-world educational settings even without the provision of additional information and key variables for the effectiveness of practicing test questions are presented. Four studies presented in this dissertation aimed at exploring these assumptions in actual university classrooms while also trying to implement new methods of practicing learning content and thus augment course procedures. Findings from these studies—although not often consistent—will be incorporated and interpreted in the light of the theoretical accounts on the testing effect. The main conclusion that can be drawn from this dissertation is that, given the right circumstances, practicing test questions can elicit beneficial effects on the retention of learning content that are independent of additional information and thus taking a practice test per se, can foster retention of real-world learning content.
The “active self” approach suggests that any object we manipulate voluntarily and foreseeably becomes part of our “self” in the sense that we feel control over this object (sense of agency) and experience it as belonging to our own body (sense of ownership). While there is considerable evidence that we can indeed experience both a sense of agency and a sense of ownership over a broad variety of objects when we control these through our actions, the approach has also been criticized for exaggerating the flexibility of the human self. In this thesis, I investigate the influence that the relationship between the body movements controlling an object and the movements of the object itself has on the process of integrating an object into the self. I demonstrate that fully controlling an object is not sufficient for it to be integrated into the self since both explicit and implicit measures of the sense of agency and the sense of ownership indicate less or no integration when body movements are transformed into inverted object movements. Furthermore, I show that such inversions lead to the downregulation of sensory signals either from the body or from the controlled object in order to deal with the conflicting multisensory information when performing such actions. I argue that this downregulation is the underlying factor behind the diminished or eliminated integration of inverted body and object movements and I discuss further pathways for possible future studies building up on these findings.
Gazes are of central relevance for people. They are crucial for navigating the world and communicating with others. Nevertheless, research in recent years shows that many findings from experimental research on gaze behavior cannot be transferred from the laboratory to everyday behavior. For example, the frequency with which conspecifics are looked at is considerably higher in experimental contexts than what can be observed in daily behavior. In short: findings from laboratories cannot be generalized into general statements. This thesis is dedicated to this matter. The dissertation describes and documents the current state of research on social attention through a literature review, including a meta-analysis on the /gaze cueing/ paradigm and an empirical study on the robustness of gaze following behavior. In addition, virtual reality was used in one of the first studies in this research field. Virtual reality has the potential to significantly improve the transferability of experimental laboratory studies to everyday behavior. This is because the technology enables a high degree of experimental control in naturalistic research designs. As such, it has the potential to transform empirical research in the same way that the introduction of computers to psychological research did some 50 years ago. The general literature review on social attention is extended to the classic /gaze cueing/ paradigm through a systematic review of publications and a meta-analytic evaluation (Study 1). The cumulative evidence supported the findings of primary studies: Covert spatial attention is directed by faces. However, the experimental factors included do not explain the surprisingly large variance in the published results. Thus, there seem to be further, not well-understood variables influencing these social processes. Moreover, classic /gaze cueing/ studies have limited ecological validity. This is discussed as a central reason for the lack of generalisability. Ecological validity describes the correspondence between experimental factors and realistic situations. A stimulus or an experimental design can have high and low ecological validity on different dimensions and have different influences on behavior. Empirical research on gaze following behavior showed that the /gaze cueing/ effect also occurs with contextually embedded stimuli (Study 2). The contextual integration of the directional cue contrasted classical /gaze cueing/ studies, which usually show heads in isolation. The research results can thus be transferred /within/ laboratory studies to higher ecologically valid research paradigms. However, research shows that the lack of ecological validity in experimental designs significantly limits the transferability of experimental findings to complex situations /outside/ the laboratory. This seems to be particularly the case when social interactions and norms are investigated. However, ecological validity is also often limited in these studies for other factors, such as contextual embedding /of participants/, free exploration behavior (and, thus, attentional control), or multimodality. In a first study, such high ecological validity was achieved for these factors with virtual reality, which could not be achieved in the laboratory so far (Study 3). Notably, the observed fixation patterns showed differences even under /most similar/ conditions in the laboratory and natural environments. Interestingly, these were similar to findings also derived from comparisons of eye movement in the laboratory and field investigations. These findings, which previously came from hardly comparable groups, were thus confirmed by the present Study 3 (which did not have this limitation). Overall, /virtual reality/ is a new technical approach to contemporary social attention research that pushes the boundaries of previous experimental research. The traditional trade-off between ecological validity and experimental control thus becomes obsolete, and laboratory studies can closely inherit an excellent approximation of reality. Finally, the present work describes and discusses the possibilities of this technology and its practical implementation. Within this context, the extent to which this development can still guarantee a constructive classification of different laboratory tests in the future is examined.
This doctoral thesis is part of a research project on the development of the cognitive compre-hension of film at Würzburg University that was funded by the German Research Foundation (Deutsche Forschungsgemeinschaft) between 2013 and 2019 and awarded to Gerhild Nied-ing. That project examined children’s comprehension of narrative text and its development in illustrated versus non-illustrated formats. For this purpose, van Dijk and Kintsch’s (1983) tri-partite model was used, according to which text recipients form text surface and textbase rep-resentations and construct a situation model. In particular, predictions referring to the influ-ence of illustrations on these three levels of text representation were derived from the inte-grated model of text and picture comprehension (ITPC; Schnotz, 2014), which holds that text-picture units are processed on both text-based (descriptive) and picture-based (depictive) paths. Accordingly, illustrations support the construction of a situation model. Moreover, in line with the embodied cognition account (e.g., Barsalou, 1999), it was assumed that the situa-tion model is grounded in perception and action; text recipients mentally simulate the situation addressed in the text through their neural systems related to perception (perceptual simulation) and action (motor resonance). Therefore, the thesis also examines whether perceptual simula-tion takes place during story reception, whether it improves the comprehension of illustrated stories, and whether motor resonance is related to the comprehension of text accompanied by dynamic illustrations. Finally, predictions concerning the development of comprehending illus-trated text were made in line with Springer’s (2001) hypotheses according to which younger children, compared with older children and adults, focus more on illustrations during text comprehension (perceptual boundedness) and use illustrations for the development of cogni-tive skills (perceptual support).
The first research question sought to validate the tripartite model in the context of children’s comprehension of narrative text, so Hypothesis 1 predicted that children yield representations of the text surface, the textbase, and the situation model during text reception. The second research question comprised the assumptions regarding the impact of illustrations on text comprehension. Accordingly, it was expected that illustrations improve the situation model (Hypothesis 2a), especially when they are processed before their corresponding text passages (Hypothesis 2b). Both hypotheses were derived from the ITPC and the assumption that per-ceptual simulation supports the situation model. It was further predicted that dynamic illustra-tions evoke more accurate situation models than static ones (Hypothesis 2c); this followed from the assumption that motor resonance supports the situation model. In line with the ITPC, it was assumed that illustrations impair the textbase (Hypothesis 2d), especially when they are presented after their corresponding text passages (Hypothesis 2e). In accordance with earlier results, it was posited that illustrations have a beneficial effect for the text surface (Hypothesis 2f). The third research question addressed the embodied approach to the situation model. Here, it was assumed that perceptual simulation takes place during text reception (Hypothesis 3a) and that it is more pronounced in illustrated than in non-illustrated text (Hypothesis 3b); the latter hypothesis was related to a necessary premise of the assumption that perceptual sim-ulation improves the comprehension of illustrated text. The fourth research question was relat-ed to perceptual boundedness and perceptual support and predicted age-related differences; younger children were expected to benefit more from illustrations regarding the situation model (Hypothesis 4a) and to simulate vertical object movements in a more pronounced fash-ion (Hypothesis 4b) than older children. In addition, Hypothesis 4c held that perceptual simu-lation is more pronounced in younger children particularly when illustrations are present.
Three experiments were conducted to investigate these hypotheses. Experiment 1 (Seger, Wannagat, & Nieding, submitted).compared the tripartite representations of written text without illustrations, with illustrations presented first, and with illustrations presented after their corresponding sentences. Students between 7 and 13 years old (N = 146) took part. Ex-periment 2 (Seger, Wannagat, & Nieding, 2019) investigated the tripartite representations of auditory text, audiovisual text with static illustrations, and audiovisual text with dynamic il-lustrations among children in the same age range (N = 108). In both experiments, a sentence recognition method similar to that introduced by Schmalhofer and Glavanov (1986) was em-ployed. This method enables the simultaneous measurement of all three text representations. Experiment 3 (Seger, Hauf, & Nieding, 2020) determined the perceptual simulation of vertical object movements during the reception of auditory and audiovisual narrative text among chil-dren between 5 and 11 years old and among adults (N = 190). For this experiment, a picture verification task based on Stanfield and Zwaan’s (2001) paradigm and adapted from Hauf (2016) was used.
The first two experiments confirmed Hypothesis 1, indicating that the tripartite model is appli-cable to the comprehension of auditory and written narrative text among children. A benefi-cial effect of illustrations to the situation model was observed when they were presented syn-chronously with auditory text (Hypotheses 2a), but not when presented asynchronously with written text (Hypothesis 2b), so the ITPC is partly supported on this point. Hypothesis 2c was rejected, indicating that motor resonance does not make an additional contribution to the comprehension of narrative text with dynamic illustrations. Regarding the textbase, a general negative effect of illustrations was not observed (Hypothesis 2d), but a specific negative effect of illustrations that follow their corresponding text passages was seen (Hypothesis 2e); the latter result is also in line with the ITPC. The text surface (Hypothesis 2f) appears to benefit from illustrations in auditory but not written text. The results obtained in Experiment 3 sug-gest that children and adults perceptually simulate vertical object movements (Hypothesis 3a), but there appears to be no difference between auditory and audiovisual text (Hypothesis 3b), so there is no support for a functional relationship between perceptual simulation and the situ-ation model in illustrated text. Hypotheses 4a–4c were investigated in all three experiments and did not receive support in any of them, which indicates that representations of illustrated and non-illustrated narrative text remain stable within the age range examined here.
Die Entwicklung mathematischer Kompetenzen beginnt bereits vor Schuleintritt und wird durch viele Faktoren beeinflusst. In der vorliegenden Arbeit wird primär untersucht, ob die phonologische Bewusstheit als (meta-)sprachliche Kompetenz auch für die frühe mathematische Kompetenzentwicklung bedeutsam ist und ob sich bei Kindern mit und ohne Migrationshintergrund vergleichbare Zusammenhänge finden lassen. Ein weiterer Schwerpunkt bildet die Überprüfung von differenziellen Effekten von ausgewählten, mathematischen Vorschultrainings sowie eines Trainings der phonologischen Bewusstheit auf die mathematischen Kompetenzen unter Berücksichtigung des Migrationshintergrundes. Die statistischen Analysen basieren auf einer Stichprobe von über 370 Kindern, die im Verlauf der Längsschnittstudie zu vier Messzeitpunkten, jeweils am Beginn und Ende des Vorschul- bzw. ersten Schuljahres, untersucht wurden. Durch Berechnung hierarchischer Regressionsanalysen ließ sich global kein zusätzlicher Erklärungsbeitrag der phonologischen Bewusstheit neben den mathematischen Ausgangskompetenzen feststellen. Der Vergleich der beiden Migrationsgruppen ergab keine strukturellen Unterschiede. Die Überprüfung von spezifischen Effekten durch mathematische Vorschulprogramme (Krajewski et al., 2007; Friedrich & de Galgóczy, 2004; Preiß, 2004, 2005) und von unspezifischen Effekten durch ein Training der phonologischen Bewusstheit und der Buchstaben-Laut-Zuordnung (Küspert & Schneider, 2008; Plume & Schneider, 2004) auf die mathematischen Kompetenzen lieferte nur vereinzelt positive Effekte, die jedoch bei Berücksichtigung von individuellen und familiären Kontrollvariablen reduziert wurden. Die Generalisierbarkeit der Ergebnisse ist durch die komplexe Datenstruktur verbunden mit kleinen Stichprobengrößen in den jeweiligen Faktorenstufen limitiert. Insgesamt ermöglicht die vorliegende Arbeit eine differenzierte Betrachtung der mathematischen Kompetenzentwicklung bei Kindern mit und ohne Migrationshintergrund und liefert wichtige Implikationen für Forschung und Praxis.
Cognitive control is what makes goal-directed actions possible. Whenever the environment or our impulses strongly suggests a response that is incompatible with our goals, conflict arises. Such conflicts are believed to cause negative affect. Aversive consequences of conflict may be registered in a conflict monitoring module, which subsequently initiates attentional changes and action tendencies to reduce negative affect. This association suggests that behavioral adaptation might be a reflection of emotion regulation. The theoretical cornerstone of current research on emotion regulation is the process model of emotion regulation, which postulates the regulation strategies situation selection, situation modification, attentional deployment, cognitive change, and response modulation. Under the assumption that conflict adaptation and affect regulation share common mechanisms, I derived several predictions regarding cognitive control from the process model of emotion regulation and tested them in 11 experiments (N = 509). Participants engaged in situation selection towards conflict, but only when they were explicitly pointed to action-outcome contingencies (Experiments 1 to 3). I found support for a mechanism resembling situation modification, but no evidence for a role of affect (Experiments 4 to 10). Changing the evaluation of conflict had no impact on the extent of conflict adaptation (Experiment 11). Overall, there was evidence for an explicit aversiveness of cognitive conflict, but less evidence for implicit aversiveness, suggesting that conflict may trigger affect regulation processes, particularly when people explicitly have affect regulation goals in mind.
Phonologische Bewusstheit stellt die Kompetenz dar, Sprache in kleinere Einheiten wie einzelne Silben und Phoneme untergliedern zu können. Sie ist damit eine wichtige Vorläuferfertigkeit für den Schriftspracherwerb.
Die vorliegende Arbeit untersucht die Entwicklung der phonologischen Bewusstheit während des letzten Kindergartenjahres. Zum einen werden die faktorielle Struktur und die Messinvarianz der phonologischen Bewusstheit im Verlauf des letzten Kindergartenjahres analysiert. Als zweiter Aspekt werden die wechselseitigen Zusammenhänge der phonologischen Bewusstheit mit weiteren phonologischen, frühen schriftsprachlichen und sprachlichen Kompetenzen im Vorschulalter untersucht. Der dritte Aspekt bezieht sich auf die institutionelle Förderung phonologischer Bewusstheit bei Vorschulkindern im Kindergarten. Hier werden die Effekte einer expliziten Förderung durch das Trainingsprogramm „Hören, lauschen, lernen“ (Küspert & Schneider, 2018) und einer impliziten Förderung im Kindergartenalltag sowie inzidentelle Einflüsse durch Erwartungseffekte untersucht.
Zur Untersuchung der Fragestellungen wurde ein längsschnittliches Design mit zwei Messzeitpunkten zu Beginn und Ende des letzten Kindergartenjahres verwendet. Die Stichprobe umfasste 390 Vorschulkinder. Für die statistischen Analysen wurden im Wesentlichen Strukturgleichungsmodelle verwendet.
Die Ergebnisse zur Struktur der phonologischen Bewusstheit zeigten Schwierigkeiten bei der längsschnittlichen Abbildung des Konstrukts im Vorschulalter. Da die Tests zur Erfassung der phonologischen Bewusstheit im weiteren Sinne (auf Reim- und Silbenebene) Deckeneffekte aufwiesen und sich im Vorschulalter insbesondere die phonologische Bewusstheit im engeren Sinne (auf Phonemebene) entwickelt, wurde das latente Konstrukt der phonologischen Bewusstheit im Weiteren ausschließlich durch Messverfahren zur Erfassung der phonologischen Bewusstheit im engeren Sinne modelliert. Zudem ließ sich lediglich schwache Messinvarianz etablieren, sodass die Befunde auf einen qualitativen Wandel des Konstrukts während des letzten Kindergartenjahres hindeuten.
Die Befunde zu Zusammenhängen der phonologischen Bewusstheit mit weiteren phonologischen, frühen schriftsprachlichen und sprachlichen Kompetenzen ergaben komplexe wechselseitige Effekte. Die phonologische Bewusstheit sagte dabei die Entwicklung früher schriftsprachlicher Kompetenzen vorher, während sich die Entwicklung der phonologischen Bewusstheit selbst auch durch grammatikalische Kompetenzen erklären ließ.
Bei den Analysen zur Förderung der phonologischen Bewusstheit im Vorschulalter war insbesondere die explizite Förderung durch „Hören, lauschen, lernen“ (Küspert & Schneider, 2018) effektiv. Für die Effektivität des Programms waren zudem die Implementationsbedingungen im Kindergarten relevant. Hier erwies sich vor allem eine vorherige Schulung der Erzieher(innen) als positiv sowie auch eine Abweichung vom Manual in organisatorischer Hinsicht, sodass das Training nicht täglich, sondern mehrmals pro Woche in größeren Abschnitten stattfand. Auf die implizite Förderung der phonologischen Bewusstheit konnte lediglich indirekt über das Wissen der Erzieher(innen) über Sprach- und frühe Schriftsprachförderung geschlossen werden. Das Wissen der Erzieher(innen) über die Förderung phonologischer Bewusstheit war dabei nicht von Bedeutung für die Kompetenzentwicklung der Kinder. Stattdessen wirkte sich das Wissen über sprachliche Fördermaßnahmen, insbesondere bezüglich Maßnahmen bei Aussprachstörungen, günstig auf die Entwicklung der phonologischen Bewusstheit aus. Neben Effekten einer expliziten und impliziten Förderung der phonologischen Bewusstheit waren auch inzidentelle Effekte aufgrund der Urteile der Erzieher(innen) über die Kompetenzen der Kinder nachweisbar. Auch hier wirkten sich die Einschätzungen der sprachlichen Kompetenzen in den Bereichen Aussprache, Wortschatz und Grammatik auf die Entwicklung der phonologischen Bewusstheit aus, während die Einschätzung der phonologischen Bewusstheit selbst durch die Erzieher(innen) die weitere Entwicklung nicht vorhersagen konnte.
Insgesamt sprechen die Befunde für komplexe Zusammenhänge der phonologischen Bewusstheit mit weiteren phonologischen, frühen schriftsprachlichen und sprachlichen Kompetenzen, die auch bei der Konzeption von Fördermaßnahmen berücksichtigt werden sollten.
Learning with digital media has become a substantial part of formal and informal educational processes and is gaining more and more importance. Technological progress has brought overwhelming opportunities for learners, but challenges them at the same time. Learners have to regulate their learning process to a much greater extent than in traditional learning situations in which teachers support them through external regulation. This means that learners must plan their learning process themselves, apply appropriate learning strategies, monitor, control and evaluate it. These requirements are taken into account in various models of self-regulated learning (SRL). Although the roots of research on SRL go back to the 1980s, the measurement and adequate support of SRL in technology-enhanced learning environments is still not solved in a satisfactory way. An important obstacle are the data sources used to operationalize SRL processes. In order to support SRL in adaptive learning systems and to validate theoretical models, instruments are needed which meet the classical quality criteria and also fulfil additional requirements. Suitable data channels must be measurable "online", i.e., they must be available in real time during learning for analyses or the individual adaptation of interventions. Researchers no longer only have an interest in the final results of questionnaires or tasks, but also need to examine process data from interactions between learners and learning environments in order to advance the development of theories and interventions. In addition, data sources should not be obtrusive so that the learning process is not interrupted or disturbed. Measurements of physiological data, for example, require learners to wear measuring devices. Moreover, measurements should not be reactive. This means that other variables such as learning outcomes should not be influenced by the measurement. Different data sources that are already used to study and support SRL processes, such as protocols on thinking aloud, screen recording, eye tracking, log files, video observations or physiological sensors, meet these criteria to varying degrees. One data channel that has received little attention in research on educational psychology, but is non-obtrusive, non-reactive, objective and available online, is the detailed, timely high-resolution data on observable interactions of learners in online learning environments. This data channel is introduced in this thesis as "peripheral data". It records both the content of learning environments as context, and related actions of learners triggered by mouse and keyboard, as well as the reactions of learning environments, such as structural or content changes. Although the above criteria for the use of the data are met, it is unclear whether this data can be interpreted reliably and validly with regard to relevant variables and behavior.
Therefore, the aim of this dissertation is to examine this data channel from the perspective of SRL and thus further close the existing research gap. One development project and four research projects were carried out and documented in this thesis.
Errors in Prospective Memory
(2019)
Prospective memory is the ability to implement intentions at a later point in time in response to a specified cue. Such prospective memory tasks often occur in daily living and workplace situations. However, in contrast to retrospective memory there has been relatively little research on prospective memory. The studies by Harris (1984) and Einstein and MacDaniel (1990) served as a starting point for a now steadily growing area of research. Based on this emerging field of study this dissertation presents and connects and five journal articles, which further explore prospective memory by focusing on its potential errors.
The first article addresses the question if additional cognitive resources are needed after a prospective memory cue occurs to keep the intention active until it is implemented. The theory by Einstein, McDaniel, Williford, Pagan and Dismukes (2003), which suggested this active maintenance, could not be replicated. The second article demonstrated that interruptions between cue and the window of opportunity to implement the intention reduce prospective memory performance, especially if the interruption is tied with a change of context. Article three to five were focused on the erroneous implementation of a no longer active prospective memory task, so called commission errors. The suggested mechanism for their occurrence, the dual-mechanism account (Bugg, Scullin, & Rauvola, 2016), was not suited to explain the present results. A modification for the dual-mechanism account was formulated, which can account for prior work, as well as for the present data.
The results of all five articles also indicate that the moment of cue retrieval is even more relevant for prospective memory and its errors than previously accounted for.
In three studies, we investigated, if and how different modes of presentation - written, auditory, audiovisual (auditory combined with pictures) - affect comprehension of semantically identical materials. Children, beginning from the age of 7, and adults were included into the studies. A vast amount of studies have shown that pictures can facilitate text comprehension (e.g. Carney & Levin, 2002).
Other than the majority of these previous studies, we assessed text comprehension with methods that we assume to allow more differentiated insights into the cognitive processes that - according to current theories - underlie text comprehension. Text comprehension involves at least three levels of mental representations (see Kintsch, 1998). Moreover, text comprehension means constructing a locally and globally coherent mental representation of the text content.
Using a sentence recognition task (see Schmalhofer & Glavanov, 1986), we examined whether the memory of the text surface, the text base, and the situation model differs between written, auditory, and audiovisual text presentation in a sample of 103 8- and 10-year-olds and adults (Study I), and between auditory and audiovisual text presentation in a sample of 106 7-, 9-, and 11-year-olds (Study II). Furthermore, we examined with 155 9- and 11-year-olds, whether the ability to draw inferences to establish local and global coherence differs between written, auditory, and audiovisual text presentation. These inferences were indicated by reaction times to words associated with a protagonist's super- (global) or subordinate (local) goal.
Overall, the results of these three studies taken together, indicate that children up to age 11 do not only have better memory of not only the text surface, but also of the situation model when pictures are added to an auditory text. This effect became apparent in comparison with both auditory and written texts. For the adults, in contrast, we did not find an effect of the presentation mode. Furthermore, both 9- and 11-year-olds were better at establishing global coherence at audiovisual compared to auditory text presentation. Written presentation turned out to be superior to auditory presentation in terms of both local and global coherence.
Fremdschämen or Fremdscham, a negative emotion which arises while observing someone behave inappropriately, comes to fame after the turn of the millennium in german speaking countries. There, they name it literally „other‘s shame“ and it becomes obvious that this emotion happens most commonly while watching TV: reality shows, talent shows and bad comedies. The word even makes it to the dictionaries starting 2009, as its use increases unstoppably in everyday language, starting to get used in more and more situations, seemingly as a synonym of embarrassing or shameful. Still, a look in the emotional research on the subject returns exactly zero results as of 2011, leaving open the question as of what this emotion might be, and what it is not. The present wort aims at explaining not only the phenomenon of Fremdschämen, but also the Emotion behind it - Embarrassment -, at a process level.
Generating information, compared to reading, improves learning and enhances long-term retention of the learned content. This so-called generation effect has been demonstrated repeatedly for recall and recognition of single words. However, before adopting generating as a learning strategy in educational contexts, conditions moderating the effect need to be identified. This study investigated the impact of positive and negative mood states on the generation effect with short expository texts. According to the dual-force framework (Fiedler, Nickel, Asbeck, & Pagel, 2003), positive mood should facilitate generation by enhancing creative knowledge-based top-down processing (assimilation). Negative mood, however, should facilitate learning in the read-condition by enhancing critical stimulus-driven bottom-up processing (accommodation). In contrast to our expectations, we found no general generation effect but an overall learning advantage of read compared to generated texts. However, a significant interaction of learning condition and mood indicates that learners in a better mood recall generated texts better than learners in a more negative mood, whereas no mood effect was found when the texts were read. The results of the present study partially support the predictions of the dual-force framework and are discussed in the context of recent theoretical approaches to the generation effect.
The aim of the present study was to examine whether fostering positive activating affect during multimedia learning enhances learning outcome. University students were randomly assigned to either a multimedia learning environment designed to induce positive activating affect through the use of “warm” colours and rounded shapes () or an affectively neutral environment that used achromatic colours and sharp edges (). Participants learned about the topic of functional neuroanatomy for 20 minutes and had to answer several questions for comprehension and transfer afterwards. Affective states as well as achievement goal orientations were investigated before and after the learning phase using questionnaires. The results show that participants in the affectively positive environment were superior in comprehension as well as transfer when initial affect was strong. Preexperimental positive affect was therefore a predictor of comprehension and a moderator for transfer. Goal orientations did not influence these effects. The findings support the idea that positive affect, induced through the design of the particular multimedia learning environment, can facilitate performance if initial affective states are taken into account.
The current dissertation addresses the analysis of technology-enhanced learning processes by using Process Mining techniques. For this purpose, students’ coded think-aloud data served as the measurement of the learning process, in order to assess the potential of this analysis method for evaluating the impact of instructional support.
The increasing use of digital media in higher education and further educational sectors enables new potentials. However, it also poses new challenges to students, especially regarding the self-regulation of their learning process. To help students with optimally making progress towards their learning goals, instructional support is provided during learning. Besides the use of questionnaires and tests for the assessment of learning, researchers make use increasingly of process data to evaluate the effects of provided support. The analysis of observed behavioral traces while learning (e.g., log files, eye movements, verbal reports) allows detailed insights into the student’s activities as well as the impact of interventions on the learning process. However, new analytical challenges emerge, especially when going beyond the analysis of pure frequencies of observed events. For example, the question how to deal with temporal dynamics and sequences of learning activities arises. Against this background, the current dissertation concentrates on the application of Process Mining techniques for the detailed analysis of learning processes. In particular, the focus is on the additional value of this approach in comparison to a frequency-based analysis, and therefore on the potential of Process Mining for the evaluation of instructional support.
An extensive laboratory study with 70 university students, which was conducted to investigate the impact of a support measure, served as the basis for pursuing the research agenda of this dissertation. Metacognitive prompts supported students in the experimental group (n = 35) during a 40-minute hypermedia learning session; whereas the control group (n = 35) received no support. Approximately three weeks later, all students participated in another learning session; however, this time all students learned without any help. The participants were instructed to verbalize their learning activities concurrently while learning. In the three analyses of this dissertation, the coded think aloud data were examined in detail by using frequency-based methods as well as Process Mining techniques.
The first analysis addressed the comparison of the learning activities between the experimental and control groups during the first learning session. This study concentrated on the research questions whether metacognitive prompting increases the number of metacognitive learning activities, whether a higher number of these learning activities corresponds with learning outcome (mediation), and which differences regarding the sequential structure of learning activities can be revealed. The second analysis investigated the impact of the individual prompts as well as the conditions of their effectiveness on the micro level. In addition to Process Mining, we used a data mining approach to compare the findings of both analysis methods. More specifically, we classified the prompts by their effectiveness, and we examined the learning activities preceding and following the presentation of instructional support. Finally, the third analysis considered the long-term effects of metacognitive prompting on the learning process during another learning session without support. It was the key objective of this study to examine which fostered learning activities and process patterns remained stable during the second learning session.
Overall, all three analyses indicated the additional value of Process Mining in comparison to a frequency-based analysis. Especially when conceptualizing the learning process as a dynamic sequence of multiple activities, Process Mining allows identifying regulatory loops and crucial routing points of the process. These findings might contribute to optimizing intervention strategies. However, before drawing conclusions for the design of instructional support based on the revealed process patterns, additional analyses need to investigate the generalizability of results. Moreover, the application of Process Mining remains challenging because guidelines for analytical decisions and parameter settings in technology-enhanced learning context are currently missing. Therefore, future studies need to examine further the potential of Process Mining as well as related analysis methods to provide researchers with concrete recommendations for use. Nevertheless, the application of Process Mining techniques can already contribute to advance the understanding of the impact of instructional support through the use of fine-grained process data.
Der Entwicklungsverlauf metakognitiver Überwachungsprozesse und das Zusammenspiel von Überwachungs- und Kontrollprozessen ist über die gesamte Lebensspanne hinweg nur für isolierte Altersgruppen, nicht aber in Studien, die Teilnehmer vom Kindes- bis zum höheren Erwachsenenalter einschließen, untersucht worden. Diese Lücke sollte mit der vorliegenden Arbeit geschlossen werden, denn gerade solche Designs können dazu beitragen, Aufbau- und Abbauprozesse zu kontrastieren, und Hinweise auf frühzeitig vorhandene sowie im Altersverlauf bestehende Fähigkeiten geben, die dann kompensatorisch genutzt werden können.
Die eigene Arbeit befasste sich dabei mit dem Verlauf einer Vielzahl von pro- und retrospektiven Überwachungsvorgängen über die Lebensspanne. Der Schwerpunkt lag auf dem Einfluss verschiedener Kontextfaktoren (z.B. Komplexität des Lernmaterials, Vorwissen, Strategienutzung) auf die Überwachungsleistung in den jeweiligen Altersstufen. Außerdem wurde überprüft, inwieweit wechselseitige Zusammenhänge zwischen Überwachungs- und Steuerungsprozessen in den untersuchten Altersgruppen unterschiedlich stark ausgeprägt sind.
Diese Fragestellungen wurden in sechs Experimenten mit insgesamt 816 Teilnehmern untersucht. Es handelte sich dabei um Drittklässler im Alter zwischen 7 und 9 Jahren, Jugendliche zwischen 12 und 14 Jahren, jüngere Erwachsene zwischen ca. 18 und 25 Jahren sowie ältere Erwachsene zwischen ca. 60 und 80 Jahren. Erhoben wurden Ease-of-Learning-Urteile (EOLs) bzw. ein globales Verständnisurteil als Maß der Überwachung vor dem eigentlichen Lernprozess, Judgments of Learning (JOLs) als Maß der Überwachung nach dem Lernvorgang und Sicherheitsurteile (SUs) als Maß der Überwachung nach dem Erinnerungsabruf.
Es zeigte sich, dass die Überwachungsleistung sowohl, was die Differenzierungsfähigkeit zwischen richtigen und falschen Antworten, als auch, was die Genauigkeit betrifft, bezüglich der JOLs und der SUs über die gesamte untersuchte Altersspanne hinweg im Wesentlichen konstant und auf recht hohem Niveau blieb. Lediglich bei den EOLs ergaben sich Alterseffekte: Die jüngeren Erwachsenen schnitten besser ab als die anderen Altersgruppen, was mit besseren Fähigkeiten, spätere Lern- und Erinnerungsvorgänge zu antizipieren, erklärt werden kann.
In Bezug auf den Einfluss von Kontextfaktoren konnte nachgewiesen werden, dass sich die Überwachungsleistungen bei verschieden komplexen Materialien (Paar-Assoziationen versus Film- oder Textmaterial) unter günstigen Bedingungen, z.B. wenn die Leistungsvorhersagen stark mit der Erinnerungsabfrage korrespondieren, kaum unterscheiden. Bei Rekognitionsaufgaben fielen die Überwachungsleistungen im Vergleich zu Aufgaben zur freien Erinnerung insgesamt schlechter aus. Ein großes bereichsspezifisches Vorwissen resultierte über alle Maße hinweg eher in einer Überschätzung der eigenen Leistung, bei den SUs jedoch auch in einer verbesserten Leistung im Vergleich zu Personen mit weniger Vorwissen. Ein Strategietraining wirkte sich besonders bei den Grundschülern und den älteren Erwachsenen positiv auf die Überwachungsleistung aus. Die eher gering ausgeprägten Alterseffekte weisen darauf hin, dass die einzelnen Kontextfaktoren über die Lebensspanne hinweg einen vergleichbaren Einfluss zu haben scheinen.
Hinsichtlich sequenzieller Zusammenhänge zwischen Überwachungs- und Steuerungsprozessen (hier operationalisiert durch JOLs und die selbst gesteuerte Lernzeiteinteilung) zeigte sich, dass die Teilnehmer aller Altersgruppen in der Lage waren, sowohl Informationen aus den JOLs für die Anpassung der Lernzeit (Monitoring-affects-control-Modell) als auch – in etwas geringerem Ausmaß – Informationen aus der Lernzeit für die Anpassung der JOLs zu nutzen (Control-affects-monitoring-Modell). Der simultane Wechsel zwischen beiden Modellen stellt einen deutlich komplexeren Vorgang dar und konnte deshalb vor allem bei den Jugendlichen und den älteren Erwachsenen nachgewiesen werden.
Insgesamt gesehen belegen die Ergebnisse der sechs Experimente, dass metakognitive Überwachungsfähigkeiten bereits recht früh, d.h. im mittleren Grundschulalter, gut ausgeprägt sind und auch bei älteren Erwachsenen noch lange auf gutem Niveau erhalten bleiben. Lediglich der flexible Wechsel zwischen Überwachungs- und Kontrollprozessen scheint in diesen beiden Altersgruppen noch Schwierigkeiten zu bereiten. Die ähnliche Wirkweise der Kontextfaktoren in den einzelnen Altersgruppen weist auf vergleichbare zugrunde liegende Prozesse hin. Die grundsätzlich guten metakognitiven Leistungen bei Kindern und älteren Erwachsenen sollten demnach genutzt werden, um Gedächtnisprozesse insbesondere in diesen Altersgruppen zu fördern.
Im Rahmen der vorliegenden Arbeit wurden vier Experimente zur Eignung von Marginalien als Lernhilfen im Hypertext durchgeführt. Die grundlegende Annahme lautet dabei, dass Marginalien als Kommentar zum Text aufgefasst werden und somit im Vergleich zu intratextuellen Lernhilfen wie Überschriften oder absatzeinleitenden Makropropositionen zu einer interaktiven und tieferen Verarbeitung der Lerninhalte führen. Als Lernmedium wurden eine hierarchische Hypertextumgebung zum Thema Fragebogenkonstruktion und eine netzförmige Hypertextumgebung zur Bedeutung des Buchdrucks in der Medientheorie eingesetzt.
Experiment 1 (N= 41) verglich mittels between-Design die Lernleistung bei Marginalien mit einer Präsentation derselben Makropropositionen als absatzeinleitende Topic-Sätze und einer Platzierung der Makropropositionen am Absatzende. Die Ergebnisse zeigen, dass absatzweise Marginalien im Vergleich zu absatzeinleitenden Makropropositionen und der Kontrollgruppe zu einem besseren Abschneiden bei geschlossenen Inferenzfragen führen. Hinsichtlich geschlossener Fragen zur Textbasis konnten jedoch die absatzeinleitenden Makropropositionen im Vergleich mit den beiden anderen Bedingungen die besten Ergebnisse erzielen.
Experiment 2 (N= 105) verglich den Einfluss von Marginalien mit Überschriften und einer Kontrollgruppe ohne absatzweise Explikation der Makrostruktur auf das Schreiben einer Zusammenfassung des Lerntextes. Zusätzlich wurden erneut geschlossene Inferenzfragen präsentiert. Ergänzend wurde das Rezeptionsverhalten mittels Blickbewegungsmessung ermittelt. Dabei zeigten sich signifikante Unterschiede zwischen Überschriften und Marginalien. Marginalien wurden in der hierarchischen Hypertextumgebung allgemein seltener gelesen als Überschriften und zeigten auch hinsichtlich der Anzahl der strategischen Rezeptionen und der absatzeinleitenden Rezeption geringere Werte. Einzig nach der Rezeption des zugehörigen Absatzes wurden Marginalien häufiger konsultiert als Überschriften. Diese Unterschiede gingen einher mit signifikanten Einbußen der Lernleistung der Marginalienbedingung im Vergleich zur Überschriftenbedingung. So erinnerten Lerner mit Marginalien weniger explizite Makropropositionen des Lerntextes, weniger Fakteninformationen, sowie weniger Inhalte verschiedener Hypertextknoten und bildeten außerdem weniger eigene Makropropositionen. Hinsichtlich der letzten beiden Variablen war die Marginalienbedingung sogar der Kontrollbedingung unterlegen.
Experiment 3 (N = 54) verwendete im Gegensatz zu den Experimenten 1 und 2 einen netzförmig organisierten Hypertext mit embedded Links anstelle eines Navigationsmenüs. Die untersuchten Versuchsbedingungen sowie die Messung der Lernleistung waren jedoch analog zu Experiment 1. Auch hier konnte ein Effekt von Marginalien auf die Inferenzleistung nachgewiesen werden. Allerdings schnitten Marginalien nur besser als die absatzeinleitenden Makropropositionen ab, wohin-gegen kein Unterschied zur Kontrollbedingung festgestellt werden konnten. Hinsichtlich der Leistung bei geschlossenen Faktenfragen konnte die Überlegenheit absatzeinleitender Makropropositionen gegenüber den anderen beiden Präsentationsformen der Makrostruktur erneut bestätigt werden.
Experiment 4 (N= 75) verglich analog zu Experiment 2 unter Verwendung der netzförmigen Lernumgebung aus Experiment 3 erneut den Einfluss von Marginalien, Überschriften und einer Kontrollbedingung ohne explizite absatzweise Makropropositionen auf das Schreiben einer Zusammenfassung sowie die Beantwortung geschlossener Inferenzfragen. Auch die Blickbewegungsmessung kam wieder zum Einsatz. Die Ergebnisse von Experiment 2 konnten jedoch nicht bestätigt werden. Es fanden sich keine signifikanten Unterschiede hinsichtlich der Lernleistung zwischen den drei Versuchsbedingungen und auch hinsichtlich des Rezeptionsverhaltens konnte eine Angleichung von Marginalien und Überschriften festgestellt werden. Hinsichtlich der Lernleistung wird angenommen, dass die embedded Links in Kombination mit der Instruktion, eine Zusammenfassung zu schreiben mit den Überschriften und den Marginalien, die jedoch im Vergleich zu Experiment 2 fast vollständig wie Überschriften genutzt wurden, interferiert haben und somit eine Hemmung dieser Lernhilfen stattgefunden hat.
Anhand der vier durchgeführten Experimente wird gefolgert, dass Marginalien als Explikation der lokalen Makrostruktur sowohl bei hierarchisch strukturiertem Hypertext als auch bei netzförmig organisiertem Hypertext unter der Instruktion eines verstehenden Lernens eine Verbesserung der Inferenzleistung bewirken können. Lautet die Instruktion jedoch, eine Zusammenfassung der In-halte zu schreiben, sind Marginalien speziell bei hierarchisch strukturiertem Hypertext wenig geeignet, die Lernleistung zu fördern.
Theta oscillations in the EEG have been shown to reflect ongoing cognitive processes related to mental effort. Here, we show that the pattern of theta oscillation in response to varying cognitive demands reflects stable individual differences in the personality trait epistemic motivation: Individuals with high levels of epistemic motivation recruit relatively more cognitive resources in response to situations possessing high, compared to low, cognitive demand; individuals with low levels do not show such a specific response. Our results provide direct evidence for the theory of the construct need for cognition and add to our understanding of the neural processes underlying theta oscillations. More generally, we provide an explanation how individual differences in personality traits might be represented on a neural level.