Meta-analysis of cognitive preferences and learning

Most of the articles and dissertations dealing with cognitive preferences which were written since the invention of the construct in the early 1960s have been reviewed. Fifty-four of them were found suitable for meta-analysis. The meta-analysis presents means and standard deviations of reliabilities, correlations, standard scores, and effect sizes. The effects and relationships of cognitive preferences and important school and learning related variables were studied. The results provide base line data for comparative purposes and offer empirical evidence which support the construct validity of cognitive preferences.     

Mathematical learning difficulties and PASS cognitive processes

This study examined the relationships between mathematical learning difficulties (MLD) and the planning, attention, simultaneous, successive (PASS) theory of cognitive processing. The Cognitive Assessment System (CAS) was used to measure the PASS processes for a group of 267 Dutch students with MLD who attended either general or special education. The results showed that students with MLD performed lower than their peers on all CAS scales and that the MLD group contained many students with cognitive weaknesses in planning or successive processing. Moreover, students who had specific difficulties with the acquisition of basic math facts, the automatization of such facts, or word-problem solving were found to have distinct PASS cognitive profiles. In order to investigate the relationships between cognitive abilities and improvement in the mastery of basic math facts and problem solving, 165 of the students with MLD were given a special multiplication intervention. It appeared that the effectiveness of this particular intervention did not differ across the groups of students with specific cognitive weaknesses.     

Managing cognitive load during document-based learning

Designers of interactive learning environments face the issue of managing the learner's cognitive load, reducing irrelevant sources while optimizing useful sources of load. I propose a conceptual framework aimed at organizing the contributions of the papers presented in this special issue. The framework identifies three main dimensions, namely individual, task and environment, which may have specific or combined effects on the amount and type of cognitive load experienced during learning activities. I summarize some of the findings presented in the special issue with respect to each of these dimensions. Then I discuss some limitations of the studies and some perspectives for further research in the domain. I emphasize the need to control learners’ level of familiarity with the task setting and environment features, not just their prior knowledge of the content area, in order to obtain reliable assessments of cognitive load and learning outcomes.     

Effectiveness of ontology-based learning content generation for preschool cognitive skills learning

During early childhood, children start developing their cognitive, social, emotional, and behavioural skills, laying the foundation for life-long learning. Cognitive skills are usually taught in traditional classrooms through the use of textbooks and worksheets. The learning content in these textbooks and worksheets is static pre-authored content that is repeatedly used for teaching and learning. This repetition jeopardises the child's learning of individualised and cognitive skills. Preschool cognitive skills learning content comprises facts of everyday life. Similarly, the Semantic Web attempts to model these facts through ontologies. From this, a relationship appears between preschool cognitive skills learning content and the ontologies. The present work focuses on the stated problem and presents the theoretical and development details of a child-friendly tutoring application that dynamically generates cognitive skills learning content using ontologies as domain knowledge. The proposed application was evaluated in a preschool environment for its learning effectiveness and the correctness of the generated content. Three groups of preschool children participated in the study for preschool cognitive skills learning through the use of the proposed application. The first group learned the cognitive skills through the traditional method with textbooks and the teacher's teaching. The second group learned the skills through the proposed application at school in classroom sessions. The third group experienced the proposed application both at school and at home, along with regular classroom sessions. The results show significant gains by the third group over the other two groups, and hence support the use of the proposed application in practice. However, the enhanced learning by the third group disappears if the additional application usage time is removed. Moreover, the results of the expert evaluation show that a great deal of the learning content was correctly generated, thus justifying the true modelling of the domain ontology.     

Piagetian cognitive functioning in students with learning disabilities

This study investigated the cognitive abilities as measured by the Inventory of Piaget's Developmental Tasks (IPDT) (Furth, 1970) of male and female fourth and fifth graders with learning disabilities. In addition, their cognitive abilities were compared to their reading and mathematics achievement, as measured by the Peabody Individual Achievement Test (PIAT) (Dunn & Markwardt, 1970). A two-way analysis of covariance revealed a significant mean difference in cognitive ability between students with learning disabilities and nondisabled students. No significant differences existed in performance between males and females. Multiple regression showed that a linear combination of reading and mathematics achievement yielded a significant positive correlation to cognitive ability.     

The effects of mood,cognitive style,and cognitive ability on implicit learning

In an experiment with 109 undergraduates, we examined the effect of mood, cognitive style, and cognitive ability on implicit learning in the Artificial Grammar (AG) and Serial Reaction Time (SRT) tasks. Negative mood facilitated AG learning, but had no significant effect on SRT learning. Rational cognitive style predicted greater learning on both tasks, but this effect on SRT was mediated by cognitive ability. SRT, but not AG learning was significantly correlated with Math and English scores on the ACT. These findings confirm and contradict previous research. The association of negative mood and rational cognitive style with AG confirms that AG learning is facilitated by systematic, bottom-up processing. However, the lack of converging evidence for the SRT task suggests that the tasks involve different aspects of implicit processing. Theoretical explanations and suggestions for future research are discussed.     

Measuring cognitive load and cognition: metrics for technology-enhanced learning

This critical and reflective literature review examines international research published over the last decade to summarise the different kinds of measures that have been used to explore cognitive load and critiques the strengths and limitations of those focussed on the development of direct empirical approaches. Over the last 40?years, cognitive load theory has become established as one of the most successful and influential theoretical explanations of cognitive processing during learning. Despite this success, attempts to obtain direct objective measures of the theory's central theoretical construct – cognitive load – have proved elusive. This obstacle represents the most significant outstanding challenge for successfully embedding the theoretical and experimental work on cognitive load in empirical data from authentic learning situations. Progress to date on the theoretical and practical approaches to cognitive load are discussed along with the influences of individual differences on cognitive load in order to assess the prospects for the development and application of direct empirical measures of cognitive load especially in technology-rich contexts.     

Combining cognitive and affective support in order to promote learning

The present study investigated the impact of cognitive and affective support intervention on the learning outcomes of learners working with a simulation in economics. Cognitive support was given by statements in order to increase reflection and self-explanation in learners. Affective support was given by a goal-based scenario. Participants were 104 students of social science classes who were randomly allocated to a variant with cognitive and/or affective support as well as a basal variant without affective and cognitive support. Perceived germane cognitive load was increased by cognitive support but not by affective support. Understanding, as measured by posttest performance, was significantly increased by a combination of affective and cognitive support as compared to the basal variant without any support, while a single support intervention had no significant impact. The need for an augmented Cognitive Load Theory by the inclusion of affective factors is applied.     

Sense of community, perceived cognitive learning, and persistence in asynchronous learning networks

The primary purpose of this study was to determine if a relationship exists between sense of community and cognitive learning in an online educational environment. Study participants consisted of 314 students enrolled in 26 graduate education and leadership courses taught at a distance using the Blackboard.com^SM e-learning system. Study results provided evidence that a significant relationship exists between classroom community and perceived cognitive learning. Online learners who have stronger sense of community and perceive greater cognitive learning should feel less isolated and have greater satisfaction with their academic programs, possibly resulting in fewer dropouts.     

多媒体辅助语言学习中的认知负荷阐释

多媒体辅助语言学习的多样性、交互性和集成性在呈现给学习者大量信息的同时,也造成了学习者的认知超负荷状态.言语信息加工中的认知负荷根据其认知需求可分为：内在认知负荷、外在认知负荷和相关认知负荷.多媒体外语教学软件制作应尽量减少学习者认知负荷,具体可采取卸载技术、分解技术、演练技术、清除技术、标记技术、调整技术、消除冗余技术、同步技术、个性化设计等.     

An effective intervention with a blended learning environment for improving cognitive learning and spiritual meaning

According to cognitive and spiritual developmental theories, individuals construct and transcend their previous thought processes by incorporating more sophisticated ways of understanding the world as they progress through stages requiring efforts in different modes of thought. These theories focus on the importance of contextual variables in development and emphasize that these variables will spark a change in cognitive and spiritual development or awareness. We have investigated the effects of blended learning on cognitive learning and spiritual interpretations of science teacher candidates. The study with a quasi-experimental design had 54 science teacher candidates attending the science education department of a state university in Turkey. Our study showed that when learning Einstein’s theory of special relativity, a blended learning environment affects students’ cognitive learning positively. In the spiritual sense, too, significant results were found in favor of the blended learning group students. This effect that triggers spiritual change has been discussed in two contexts: “the effect embedded in the variable” and “indirect effect from the variable.” If supported by further research, the results of this study suggest that the spiritual dimension can be incorporated into three domains of learning, namely cognitive, affective, and psychomotor.

     

Do learning protocols support learning strategies and outcomes? The role of cognitive and metacognitive prompts

Although writing learning protocols is an effective follow-up course work activity, many learners tend to do it in a rather suboptimal way. Hence, we analyzed the effects of instructional support in the form of prompts. The effects of different types of prompts were investigated in an experiment with four conditions: cognitive prompts, metacognitive prompts, a combination of cognitive and metacognitive prompts, or no prompts (N = 84 undergraduate psychology students). We found that the prompts stimulated the elicitation of cognitive and metacognitive learning strategies. The provision of purely metacognitive prompts did not, however, improve learning outcomes. Only the groups who had received cognitive, or a combination of cognitive and metacognitive, prompts learned more than the control group. This effect was mediated by cognitive learning strategies. The learners in the successful groups did not perceive the prompted learning strategies as more helpful than the learners of the group without prompts. It can be concluded that cognitive prompts—alone or in combination with metacognitive prompts—are an effective means to foster learning. However, additional means should be employed in order to convince the learner of the usefulness of such prompts.     

Effects of cognitive learning strategies for Korean learners: A meta-analysis

The purpose of this study was to synthesize the cognitive learning strategy intervention studies conducted in Korea between 1990 and 2006, using meta-analysis. By means of pre-established systematic criteria, 50 articles were selected and 97 effect sizes were calculated. Effect size was calculated using ‘the Cohen’s d’ (Cooper &; Hedges, 1994). The research questions of the present study were as follows: (a) Are cognitive learning strategies generally effective? (b) What type of cognitive learning strategy is most effective? (c) Are effect sizes of different types of cognitive learning strategies different according to the applied domains, grade levels, and achievement levels? The results of the study indicate that, first of all, the overall cognitive learning strategies (97 ESs) yielded a large effect size (ESsm=.96), which was not homogenous (Q=55.19,p <.05). Thus, in each subcategory of learners’ characteristics and applied domains, we calculated effect sizes and conducted the test of homogeneity separately. Except for grade level, the effect sizes were generally homogenous in each subcategory. The findings revealed that cognitive strategies had large effect sizes (.82–1.69). For average achieving students as well as underachieving students (Learning Disabilities), cognitive learning strategies were very effective (.82–1.42). The effect of cognitive learning strategies was very large in terms of students in all grades (1.02–1.34), except for middle school students (.70). Lastly, the implications for the application of different cognitive learning strategies were discussed.     

Role of social presence and cognitive absorption in online learning environments

This article investigates the relationships between social presence, cognitive absorption, interest, and student satisfaction in online learning. A hypothesized structural equation model was developed to study these critical variables that may influence interaction in online learning environments. Contrary to expectations, the study determined that social presence does not impact satisfaction directly. However, the study concludes that while social presence is related to student satisfaction, its impact is not direct but rather mediated by cognitive absorption. In addition, the study clarified the impact of students’ interest on social presence, cognitive absorption, and satisfaction. The results of this study indicate that interest affects social presence and satisfaction directly. Additionally, interest appears to influence satisfaction indirectly through social presence and cognitive absorption. Contrary to expectations, this study did not reveal any significant relationship between interest and cognitive absorption.     

An analysis of cognitive tool use patterns in a hypermedia learning environment

In this study, we examined the use of cognitive tools provided in a problem-based hypermedia learning environment for sixth graders. Purposes were to understand how the built-in tools were used, and if tool use was associated with different problem-solving stages. Results showed that tools supporting cognitive processing and sharing cognitive load played a more central role early in the problem-solving process, whereas tools supporting cognitive activities that would be out of students' reach otherwise, and hypothesis generation and testing were used more in the later stages of problem-solving. The findings also indicated that students increasingly used multiple tools in the later stages of their problem-solving process. The various tools, performing different functions, appeared to enable students to coordinate multiple cognitive skills in a seamless way and, therefore, facilitated their information processing. Results also suggested that students with higher performance scores made more productive use of tools than students with lower performance scores. Findings of the study, are discussed.     

The cognitive and academic profiles of reading and mathematics learning disabilities

The purpose of this study was to examine the cognitive and academic profiles associated with learning disability (LD) in reading comprehension, word reading, applied problems, and calculations. The goal was to assess the specificity hypothesis, in which unexpected underachievement associated with LD is represented in terms of distinctive patterns of cognitive and academic strengths and weaknesses. At the start of 3rd grade, the authors assessed 684 students on five cognitive dimensions (nonverbal problem solving, processing speed, concept formation, language, and working memory), and across Grades 3 through 5, the authors assessed performance in each academic area three to four times. Based on final intercept, the authors classified students as LD or not LD in each of the four academic areas. For each of these four LD variables, they conducted multivariate cognitive profile analysis and academic profile analysis. Results, which generally supported the specificity hypothesis, are discussed in terms of the potential connections between reading and mathematics LD.     

A cognitive model for non–linear learning in hypermedia programmes

In the past decade, hypermedia programmes have gained attraction for the purposes of teaching and learning. These programmes provide students with freedom of navigation. On the other hand, students are required to develop learning paths by themselves. Empirical evidence indicates that not all of learners can benefit from hypermedia learning. In particular, they have problems to deal with non–linear learning. Research into individual differences suggests cognitive styles have significant effects on student learning in hypermedia programmes. In this study, a cognitive model is presented to illustrate how students with different cognitive styles react to non–linear learning within hypermedia programmes by analysing the findings of previous studies. Implications for the design of adaptive hypermedia learning programmes are also discussed.