Assessing and tracking students’ problem solving performances in anchored learning environments

The purpose of this randomized experiment was to compare the performance of high-, average-, and low-achieving middle school students who were assessed with parallel versions of a computer-based test (CBT) or a paper-pencil test (PPT). Tests delivered in interactive, immersive environments like the CBT may have the advantage of providing teachers with diagnostic tools that can lead to instruction tailored to the needs of students at different achievement levels. To test the feasibility of CBT, students were randomly assigned to the CBT or PPT test conditions to measure what they had learned from an instructional method called enhanced anchored math instruction. Both assessment methods showed that students benefited from instruction and differentiated students by achievement status. The navigation maps generated from the CBT revealed that the low-achieving students were able to navigate the test, spent about the same amount of time solving the subproblems as the more advanced students, and made use of the learning scaffolds.

Analyzing the temporal evolution of students’ behaviors in open-ended learning environments

Metacognition and self-regulation are important for developing effective learning in the classroom and beyond, but novice learners often lack effective metacognitive and self-regulatory skills. However, researchers have demonstrated that metacognitive processes can be developed through practice and appropriate scaffolding. Betty’s Brain, an open-ended computer-based learning environment, helps students practice their cognitive skills and develop related metacognitive strategies as they learn science topics. In this paper, we analyze students’ activity sequences in a study that compared different categories of adaptive scaffolding in Betty’s Brain. The analysis techniques for measuring students’ cognitive and metacognitive processes extend our previous work on using sequence mining methods to discover students’ frequently-used behavior patterns by (i) developing a systematic approach for interpreting derived behavior patterns using a cognitive/metacognitive task model and (ii) analyzing the evolution of students’ frequent behavior patterns over time. Our results show that it is possible to identify students’ learning behaviors and analyze their evolution as they work in the Betty’s Brain environment. Further, the results illustrate that changes in student behavior were generally consistent with the scaffolding provided, suggesting that these metacognitive strategies can be taught to middle school students in computer-based learning environments.     

Teachers’ and students’ perspectives on teaching and learning through virtual learning environments

The aim of this investigation was to get an insight into how teachers and students responded to the use of virtual learning environments (VLE) in engineering education and what their expectations were from online courses. Teachers designed their online courses with the assistance of a support e-learning team and questionnaires were used for teachers and students to express their views on the online courses. Teachers pointed out that the online courses by themselves would be able to tackle limited lecture time and strengthen the students’ background knowledge. Students, on the other hand, stated that their difficulties regarding the courses could be facilitated by using a more interactive teaching approach with the use of collaboration tools and receiving individual feedback. Thus, students suggested that teachers adopt a more student-centred approach by using VLE. Teachers’ and students’ perspectives were related to their personal characteristics, as students were more familiar with everyday e-communication tools.     

Dialogic teaching and students’ discursive identity negotiation in the learning of science

This study sought to understand how dialogic teaching, as enacted in everyday classroom interaction, affords students opportunities for identity negotiation as learners of science. By drawing on sociocultural and sociolinguistic accounts, the study examined how students’ discursive identities were managed and recognized in the moment and over time during dialogic teaching and what consequences these negotiations had for their engagement in science learning. The study used video data of classroom interactions collected from an elementary science learning project and placed a specific analytic focus on four students in particular. The results reveal evidence of a rich variety of discursive identities exposed during dialogic teaching, thus demonstrating how the students’ identity negotiations were configured according to the social architecture of classroom discourse. Addressing the temporal dimension of dialogic teaching points out critical shifts in the students’ discursive identities, of which identification is argued to be pivotal when creating equitable science learning opportunities.     

Design principles for support in developing students’ transformative inquiry skills in Web-based learning environments

The aim of this explorative study was to find the factors limiting sixth-grade learners’ outcomes in acquiring skills related to the transformative inquiry learning processes as well as to analyse the interrelations between inquiry skills in order to develop an optimal support system for designing Web-based inquiry learning environments. A Web-based learning environment ‘Young Scientist’ was developed and applied to the domain of integrated science. The skill of identifying the correct research questions appeared to be a prerequisite for formulating research questions. When students understand how to identify the research questions correctly, there is no need for supporting formulation of research questions or hypotheses. We have found that at the stages of analysing data and inferring, students have to be provided with the tools to activate their prior knowledge, assignments help to organize their work into manageable sections, and reflective support or adaptive feedback to relate the results achieved with the process of inquiry. Our findings demonstrate that the effectiveness of inquiry learning can be strongly influenced by regulative support; however, a particular level of initial inquiry knowledge in theoretical context is also needed in order to develop inquiry skills in a situational context.     

Using students’ motivational and learning profiles in investigating their perceptions and achievement in case-based and lecture-based learning environments

A teaching method may not work for all students. Therefore, attention should be paid to the type of students entering the learning environment in order to explain how they perceive the learning environment and achieve. This study investigates students’ perceptions and achievement in four learning environments that differed in the degree to which case-based and lecture-based learning were implemented (either separately or combined), hereby making use of students’ motivational and learning profiles. Participants were 1098 first-year student teachers who took a course on child development. Results showed that autonomously motivated deep-strategic learners were significantly more positive about each type of learning environment than little motivated and less pronounced deep-strategic learners. However, with regard to achievement, student profiles did not differ. Instead, the learning environment proved to be of significant influence: students in a gradually implemented case-based setting and a completely lecture-based setting scored significantly higher than students in a completely case-based setting.     

Learning environments’ influence on students’ learning experience in an Australian Faculty of Business and Economics

Learning Environments Research - We investigated how learning environments–involving their physical, pedagogical, and psychosocial dimensions–influence students learning experiences in...     

VET students’ integration of knowledge engaged with in school-based and workplace-based learning environments in the Netherlands

In vocational education, students learn in different school-based and workplace-based learning environments and engage with different types of knowledge in these environments. Students are expected to integrate these experiences and make meaning of them in relation to their own professional knowledge base. This study focuses both on what types of knowledge students learn in these environments and how they integrate these different types of knowledge. Individual and group interviews were conducted with students, teachers and workplace supervisors in a vocational programme in the Netherlands. Results show that students recognise the importance of vocational knowledge learned in school-based learning environments while they are in the workplace and vice versa, and continuously contextualise knowledge to make it applicable for new circumstances. Also, students learn differently at school due to their experiences in the workplace.     

Self-regulated learning and students’ perceptions of innovative and traditional learning environments: a longitudinal study in secondary education

This study investigated the relationship between the development of students’ self-regulated learning and students’ perceptions of the learning environment in terms of autonomy support, the emphasis on relevance and collaborative learning. In addition, we compared innovative learning environments that aim to enhance self-regulated learning with traditional learning environments. Questionnaires for measuring self-regulated learning and perceptions of the learning environment were administered by 648 students. Self-regulated learning was measured at the start of secondary education and again half way through the first year. The results point to the importance of how students perceive the learning environment for self-regulated learning. There was a positive relationship between autonomy support and relevance and self-regulated learning. Furthermore, students in innovative environments perceived more autonomy support, more emphasis on relevance and more collaborative learning than those in traditional environments. Students in innovative environments, however, reported no more self-regulated learning than students in traditional environments.     

Students’ experience of synchronous learning in distributed environments

This article reports on a two-year ethnographic study of learners participating in multi-site, graduate-level education classes. Classes sometimes met face-to-face in the same physical location; at other times part of the class met physically elsewhere. Yet all were linked through the virtual space. Ethnographic analysis of four data types explored how the instructor and students were able to interact through videoconferencing technologies. Most of the interaction occurred between the local and distance learners by way of cultural guides, local students assigned to host a distance learner through Google Video chat. The distance learners were able to receive real-time attention from the instructor and were able to share differing perspectives that contributed to increased satisfaction in the course. These interactions allowed for a dynamic collaborative effort among a diverse set of actors in the field of education.     

Dissonance in students’ regulation of learning processes

In this article, dissonance in students’ way of learning is explored from a regulation of learning perspective. First, consonant patterns of interrelations among learning elements are sketched. These patterns were identified in studies with university students by means of a diagnostic instrument, the Inventory of Learning Styles (ILS), that assesses four learning components: cognitive processing strategies, metacognitive regulation strategies, mental models of learning, and learning orientations. Consonant patterns of linkages among these components result in four qualitatively different ways of learning or learning styles: undirected, reproduction-directed, meaning-directed and application-directed learning. Next, several studies that used the ILS as a research instrument were examined for indications of dissonant patterns of interrelations among these learning components. The students in these studies ranged from early secondary school to adult university students. Five phenomena of dissonance could be identified: lack of differentiation within learning components, lack of integration between learning components, incompatibility of learning strategies, models and orientations, missing learning style elements, and a lack of distinct application-directed learning. These phenomena are described and documented. Finally, the results are discussed in relation to other recent studies on dissonant study orchestrations and in terms of their practical meaning. A developmental explanation for the occurrence of some manifestations of dissonance is offered.     

Doctoral students’ use of examples in evaluating and proving conjectures

This paper discusses variation in reasoning strategies among expert mathematicians, with a particular focus on the degree to which they use examples to reason about general conjectures. We first discuss literature on the use of examples in understanding and reasoning about abstract mathematics, relating this to a conceptualisation of syntactic and semantic reasoning strategies relative to a representation system of proof. We then use this conceptualisation as a basis for contrasting the behaviour of two successful mathematics research students whilst they evaluated and proved number theory conjectures. We observe that the students exhibited strikingly different degrees of example use, and argue that previously observed individual differences in reasoning strategies may exist at the expert level. We conclude by discussing implications for pedagogy and for future research.

Students’ experiences with contrasting learning environments: The added value of students’ perceptions

This study investigated the effects of two contrasting learning environments on students’ course experiences: a lecture-based setting to a student-activating teaching environment. In addition, the evaluative treatment involved five research conditions that went together with one of four assessment modes, namely, portfolio, case-based, peer assessment, and multiple-choice testing. Data (N = 608) were collected using the Course Experience Questionnaire. Results showed that the instructional intervention (i.e. lectures versus student-activating treatment) influenced students’ course experiences, but in the opposite direction to that expected. In declining order, the following scales (5 out of 7) revealed statistically significant differences: Clear Goals and Standards; the General scale; Appropriate Workload; Good Teaching; and Independence. Moreover, when the assessment mode was considered, also the Appropriate Assessment scale demonstrated significant differences between the five research conditions. Moreover, the same teaching/learning environments led to diverse students’ perceptions. While the perceptions of lecture-taught students were focused and concordantly positive, students’ course experiences with student-activating methods were widely varied and both extremely positive and negative opinions were present. Students’ arguments in favour of the activating setting were the variety of teaching methods, the challenging and active nature of the assignments and the joys of collaborative work in teams, whereas students expressed dissatisfaction with the perceived lack of learning gains, the associated time pressure and workloads, and the (exclusive) use of collaborative assignments and related group difficulties.     

Understanding student learning in context: relationships between university students’ social identity,approaches to learning,and academic performance

This research focuses on understanding how socio-psychological dimensions such as student social identity and student perceptions of their learning community affect learning at university. To do this, it integrates ideas from phenomenographic research into student learning with ideas from research on social identity. In two studies (N = 110, and N = 97) the relationships between student social identity, perceptions of the learning community, approaches to learning, and academic performance were explored. Our findings suggest that a strong student social identity is associated with a deep approach to learning, which in turn is linked to higher academic performance. Also, perceptions of learning community mediate the relationship between student social identity and deep approaches to learning. Significantly, a surface approach turns out not to be associated with student social identity or perceptions of the learning community, but it is negatively related to academic performance. Our research argues for the value of an integration of complementary frameworks, emphasising social and psychological aspects of the learning experience that can be used to improve our understanding of how and why students vary in the quality of their learning.     

Re-engaged students’ perceptions of mainstream and flexible learning environments – a ‘semi-quantitative’ approach

ABSTRACT

Flexible Learning Options (FLOs) attempt to enable secondary school completion by young people for whom ‘mainstream’ schooling has not worked well. Despite their proliferation and the increased research attention to understanding the mechanisms at work within such programmes, quantitative methods have not been utilised to compare participants’ perceptions of the learning environments of FLOs and mainstream schools. This study describes the development and application of a quantitative instrument to assess re-engaged Australian students’ perceptions of an FLO relative to their previous (mainstream) schools. Findings indicate that, on average, young people rate the learning environment more highly at the FLO than at the mainstream school from which they disengaged, indicating that the learning environment of the FLO aligns more closely with the needs of its student cohort. However, bimodal results for some instrument items highlight that the learning environment is influential, but not necessarily a precondition of school disengagement or re-engagement. Implications of this study are considered, with attention to the complexities that mainstream schools and FLOs negotiate in creating effective learning environments for diverse young people.     

Learners’ perceptions and illusions of adaptivity in computer-based learning environments

Research on computer-based adaptive learning environments has shown exemplary growth. Although the mechanisms of effective adaptive instruction are unraveled systematically, little is known about the relative effect of learners’ perceptions of adaptivity in adaptive learning environments. As previous research has demonstrated that the learners’ view towards a learning environment strongly influences their learning outcomes and learning process, it can be discussed whether program-defined adaptivity is not only effective because of the underlying learner models, but also because the adaptivity is perceived and experienced as such by the learners. In this study, we apply the cognitive mediational paradigm and hypothesize that perceptions of adaptivity mediate the relation between adaptive instruction and learners’ motivations and learning outcomes. The results do not fully support the claim of the cognitive mediational paradigm. Both adaptivity and perceptions were related to motivation, but learners’ perceptions did not act as a mediating variable.     

Effects of explicit and implicit prompts on students’ inquiry practices in computer-supported learning environments in high school earth science

The study explored how to best use scaffolds for supporting students’ inquiry practices in computer-supported learning environments. We designed a series of inquiry units assisted with three versions of written inquiry prompts (generic and context-specific); that is, three scaffold-fading conditions: implicit, explicit, and fading. We then examined how the three scaffold-fading conditions influenced students’ conceptual understanding, understanding of scientific inquiry, and inquiry abilities. Three grade-10 classes (N?=?105) participated in this study; they were randomly assigned to and taught in the three conditions. Data-collection procedures included a pretest–posttest approach and in-depth observations of the target students. The findings showed that after these inquiry units, all of the students exhibited significant learning gains in conceptual knowledge and performed better inquiry abilities regardless of which condition was used. The explicit and fading conditions were more effective in enhancing students’ understanding of scientific inquiry. The fading condition tended to better support the students’ development of inquiry abilities and help transfer these abilities to a new setting involving an independent socioscientific task about where to build a dam. The results suggest that fading plays an essential role in enhancing the effectiveness of scaffolds.     

How to measure students’ innovation competences in higher education: Evaluation of an assessment tool in authentic learning environments

In all sectors of the economy, the importance of innovation is underlined. Although education plays a central role in the development of human innovation skills, several studies suggest that higher education institutions cannot fulfill these demands. In such, there is a need to update pedagogical practices and develop assessment tools to measure and develop a person’s innovation capacity. The aim of this study is to test and evaluate the functioning of the earlier developed assessment tool to measure students’ innovation competences in the authentic learning environments of Finnish higher education institutions. The electronic self-assessment questionnaire was distributed to students (n = 495) from four Finnish universities of applied sciences. The results showed that the questionnaire statements formed a functional innovation competence barometer for self-assessment, including creative problem-solving, systems thinking, goal orientation, teamwork, and networking competences. The assessment tool facilitates the development of teaching, assessing, and curriculum design in higher education.     

Adaptive learning in university students’ opinions: Cross-border research

Education and Information Technologies - Contemporary education is often based on using e-learning courses, which have become a popular means of delivering didactic material to students. Among the...