Presenting domain information or self-exploration to foster hypothesis generation in simulation-based inquiry learning

This study investigated the effects of presenting domain information (basic information about the domain) either together with or instead of offering exploratory practice (an exploratory opportunity in a simulation-based representation of the learning domain) prior to inquiry learning for facilitating students' hypothesis generation and subsequent inquiry processes and their knowledge acquisition. Secondary school students (n = 118) completed a simulation-based inquiry task on force and motion. They were randomly assigned to one of four conditions: the D + E condition (n = 29), in which domain information and exploratory practice were available; the D condition (n = 30), in which only domain information was available; the E condition (n = 32), in which only exploratory practice was available; or the C condition (n = 27), with no support at all. Students' knowledge was measured with a pre- and posttest and a test on knowledge of variables. Inquiry processes were inferred from information students entered in a Hypothesis Scratchpad and an Observation tool, and from a final summary that they had to write. Results indicated that providing students with domain information alone helps to foster their knowledge of variables before generating hypotheses and leads to knowledge acquisition. The results also showed that the opportunity to explore before experimenting does not affect students' inquiry behavior or learning performance, even when combined with providing students with domain information.     

Cognitive-motivational variables of beginner university students in the first year of adaptation to the European Higher Education Area / Variables cognitivo-motivacionales del alumnado de nuevo ingreso en el primer año de adaptación al Espacio Europeo de Educación Superior

Abstract

Within the European Higher Education Area (EHEA) the student is the main protagonist of the learning process. This means that teachers must be aware of the cognitive-motivational aspects that influence their learning. This study analyses the academic goals, learning strategies and levels of academic engagement shown by university students in their first year of adaptation to the European Higher Education Area, as well as the relationship between these variables. The results indicate that most students are averagely oriented towards learning goals and highly oriented towards achievement goals, regularly use a wide variety of learning strategies, and show average levels of academic engagement. The correlations between some of these variables are positive and significant. Further research needs to be carried out to understand the role played by different variables in constructing quality autonomous learning processes, not only in relation to students, as in the case of this study, but also in relation to teachers, tasks, contexts, and academic institutions, as well as the different interactions between them.     

Precursors to the development of flexible expertise: Metacognitive self-evaluations as antecedences and consequences in adult learning

The current study investigates a conceptualization of flexible expertise as it relates to adult learning within the context of management and leadership training. Three research domains and their relation to metacognitive outcomes are integrated: 1) individual differences in abilities, personality, and mindsets, 2) deliberate practice and routine expertise, and 3) self-regulatory processes. The theoretical focus of the research is on the extent to which metacognitive self-evaluations around person- and management-specific concepts taught during training may act as precursors to flexible expertise. We asked 172 mid-level managers to provide evaluations of concept importance (antecedent), behavioral change (proximal consequence), and impact on job performance (distal consequence) resulting from knowledge acquired during the course of training. A series of hierarchical linear modeling analyses unveil a constellation of core personality characteristics, mindsets, and deliberative processing experiences that together interact to predict metacognitive self-evaluation of impactful training. Our results suggest support for our contention that flexible expertise is a context appropriate, balanced cluster of learning oriented, self-regulatory, and metacognitive processes that moderate and mediate the application of abilities and previously acquired knowledge to problem solution, future knowledge acquisition, and ultimately effective leadership.     

Language Acquisition Assisted by the Internet

Abstract

The authors focus on exploiting new methods of language acquisition with the help of the possibilities offered by the Internet. As a new option for computer‐assisted language learning, the Internet is considered to be a source for individual learning and problem oriented teaching in many other areas. Expanding knowledge in parallel in informatics and the English language is an asset. In addition to pointing out starting off sites for ESL teachers and introducing some interesting examples, some criteria of constructing language teaching WWW pages of our own are also listed.     

Student engagement with science in early adolescence: The contribution of enjoyment to students’ continuing interest in learning about science

Recent research has expanded understanding of the contribution of emotions to student engagement and achievement. Achievement emotions can be conceptualized as general ways of responding to achievement settings or specific emotional states aroused during a specific learning activity. Emotion processes can be distinguished as positive or negative, activating or deactivating. Using data from an international survey of science achievement (PISA 2006; N > 400,000 15-year-old students from 57 countries), relations between the positive, activating achievement emotion of enjoyment and a number of variables that combine with enjoyment to define students’ engagement with learning science are examined. Previously, we reported that enjoyment is central to relations between interest in science, value and knowledge, and students’ reported current and future engagement. The embedded attitudinal items from PISA 2006 allow testing of how enjoyment contributes to a more direct measure of engagement with science by assessing students’ interest in finding out more about the specific topics used to measure their science achievement. In this investigation, structural equation modeling is used to test predictions based on Hidi and Renninger’s (2006) four-phase model of interest development, and Pekrun’s (2006) control-value theory of achievement emotions.     

Motivation in a computer-supported collaborative learning scenario and its impact on learning activities and knowledge acquisition

Addressing a drawback in current research on computer-supported collaborative learning (CSCL), this study investigated the influence of motivation on learning activities and knowledge acquisition during CSCL. Participants’ (N = 200 university students) task was to develop a handout for which they had first an individual preparing phase followed by a computer-supported collaborative learning phase immediately afterwards. It was hypothesized that in both phases current motivation (in terms of expectancy and value components) influences both learning activities and knowledge acquisition in a positive way. According to main results, only goal orientations (before learning) were associated with knowledge acquisition respectively observed learning activities during the collaborative phase. Expectancy and value components of current motivation related neither to observed learning activities nor to knowledge acquisition during collaborative learning but were in part associated with learning activities and knowledge acquisition during individual learning. The discussion addresses several possible explanations for these unexpected results.     

Modeling small group learning

This article presents findings from an empirical study on the relations between the variables comprising learning mechanisms in small collaborative groups. Variables comprising the central learning mechanisms component were task related interactions, knowledge elaborations, and subjective estimation of knowledge acquisition. Student related determinants of the learning processes were dysfunctional behavior, and work group management. Tutor related determinants were tutor facilitative behavior(facilitation, questioning, and mini-lecturing), and tutor work group management. The selected variables were structured into a path model. The first question concerned the way the three variables comprising the learning mechanisms component are related to each other. We have contrasted mediation vs. addition hypothesis. The second question concerned the validity of the complete small group functioning model. In order to answer these questions we have constructed a questionnaire and administered it to 89 1st year medical students. Concerning the first question, the data were in accordance with the mediation hypothesis. Specific analyses showed that only the collaborative sequence type of task related interactions had positive effects on both knowledge elaborations and knowledge acquisition. In contrast the transfer of knowledge type of interactions had negative effects on the same variables. Test of the validity of the complete model showed a satisfactory model fit. Briefly, our findings suggest that a large proportion of collaborative sequences in the group, together with a low proportion of dysfunctional behavior and highly facilitative behavior of the tutor will lead to a high proportion of knowledge elaborations. Knowledge elaborations positively affect knowledge acquisition which is an important determinant of the student satisfaction and motivation.     

Contextual animation in multimedia learning materials for pre-adolescents: The saga of null results continues

BackgroundEmotional design approaches tend to be instructionally effective in the case of higher education learners. However, empirical evidence on the effectiveness of emotional design for children is limited. Contextual animation is one way that emotional design can be realized. Contextual animation refers to the non-expository animation of context-providing representational pictures.AimThis study examines the effects of contextual animation on learning outcomes and situational interest in the case of pre-adolescents.SampleParticipants included 50 children 9–11 year of age recruited from all parts of the Czech Republic.MethodParticipants studied exponential growth and public opinion polls from two, 3-min-long, narrated videos; one included contextual animation and the other did not (counterbalanced within-subject design with randomization). Each child participated separately in one online session with a research administrator.ResultsAlthough animated videos triggered interest (d = 0.18, 0.36), null results were found both as regards learning outcomes and maintained situational interest.ConclusionsThis study adds to a small body of literature pointing at limited effects of emotional design approaches on pre-adolescents. Additional studies with young audiences and using other forms of emotional design would be a welcome addition to the literature.     

Investigating older adults’ intention to learn health knowledge on social media

ABSTRACT

Abundant health knowledge resources are available on social media to facilitate technology-enhanced knowledge learning among older adults. The objective of this study is to investigate the predictors and the underlying formation mechanism of older adults’ intention to learn health knowledge on social media. We propose a novel model to examine how older adults’ emotional state (i.e., health anxiety) and cognitive state (i.e., e-health literacy) during knowledge acquisition influence threat appraisal (i.e. perceived severity and perceived susceptibility) and coping appraisal (i.e. self-efficacy and perceived benefits), thereby shaping older adults’ intention to learn health knowledge. Survey data from 337 Chinese older adult users of social media was collected to test the research model. Results reveal that perceived susceptibility, self-efficacy and perceived benefits exert positive effects on older adults’ health knowledge learning intention, while the impact of perceived severity on health knowledge learning intention is not statistically significant; health anxiety is positively correlated with perceived severity and perceived susceptibility, and e-health literacy is a powerful predictor of self-efficacy and perceived benefits. This paper enriches the literature related to technology-enhanced knowledge learning and online health behavior among older adults. Effective strategies are proposed based on the findings for practitioners dedicated to promoting health knowledge via social media and older adults who apply health knowledge to address health-related needs.     

Gender differences in reading: Examining text-based interest in relation to text characteristics and reading comprehension

Reading is a key competence for knowledge acquisition and learning processes. One important source of reading motivation is interest. Even though students' text-based interest often differs by gender, it remains unclear which text factors underlie these differences and whether text-based interest relates to reading comprehension among boys and girls. In a sample of 514 elementary students (47.2% girls), this study examined whether text topic, protagonists' gender, and text difficulty affect boys' and girls' text-based interest and whether interest and reading comprehension are intertwined. Based on a repeated within-subject design using fourteen narrative texts, the results indicated that boys' interest was higher in texts with male-attributed topics, male protagonists, and in more difficult texts. In contrast, girls’ interest was only affected by text difficulty. Text-based interest and reading comprehension were significantly related, albeit stronger for boys than for girls. The findings are discussed regarding future implications for research and educational practice.     

An Independent-Study Laboratory using Self-Scoring Tests

ABSTRACT

The author sought to investigate the effects of inquiry-based science instruction on science achievement and interest in science of 5,120 adolescents from 85 schools in Qatar. Results of hierarchical linear modeling analyses revealed the substantial positive effects of science teaching and learning with a focus on model or applications and interactive science teaching and learning on science achievement and interest in science. In contrast, science teaching and learning using student investigations and hands-on activities had substantial negative effects on science achievement in the context of other variables. Implications of the findings for educational policy and classroom practice are discussed.     

Two ways of acquiring environmental knowledge: by encountering living animals at a beehive and by observing bees via digital tools

ABSTRACT

Pollinating animals are profoundly affected by the current loss of biodiversity, a problem that is of concern to science, policy-makers and the public. One possibility to raise awareness for pollinator conservation is education. Unfortunately, insects such as bees are often perceived as frightening creatures; a negative emotion that may hinder successful learning processes. Thus, any educational initiative must conquer this obstacle and promote conservational knowledge. Using a quasi-experimental design, we evaluated the effectiveness of an educational programme using two student-centred learning approaches: One by encountering living honeybees (Apis mellifera) at a beehive (N?=?162), the other by using an eLearning tool connected to a remote beehive (N?=?192). We monitored secondary school students’ environmentally relevant knowledge of bees, their environmental attitudes and their perception of bees in regard to conservation and dangerousness. The results indicate that both approaches lead to the acquisition of conservational knowledge in the short and medium term. Direct experiences with nature are regarded as crucial, but using an eLearning tool in environmental education constitutes an outstanding alternative to acquire knowledge. Adolescents with low ‘green’ attitudes responded positively to the online beehive, and the perceived danger of bees played no role in the learning process.     

How individual interest influences situational interest and how both are related to knowledge acquisition: A microanalytical investigation

The extent to which a student experiences situational interest during a learning task is dependent on at least two factors: (1) external stimuli in the learning environment that arouse interest and (2) internal dispositions, such as individual interest. The objective of the present study was to disentangle how both factors influence situational interest during task engagement. Two data sets were collected from primary school science (N = 186) and secondary school history students (N = 71). Path analysis was used to examine the influence of individual interest on seven situational interest measurements and knowledge acquisition. The results suggest that individual interest has only a significant influence on situational interest at the beginning of a task and then its influence fades. In addition, individual interest is not a significant predictor of learning. Only situational interest predicts knowledge acquisition. Implications of these findings for interest research are discussed.     

Measuring the demand for agricultural information

Abstract

Networked learning aims to foster students’ knowledge construction processes as well as the quality of knowledge construction. In this respect, it is crucial to be able to analyse both aspects of networked learning. Based on theories on networked learning and the empirical work of relevant authors in this domain, two coding schemes are presented to analyse the nature of learning processes and the quality of knowledge construction in networked learning. The coding schemes were used to analyse the learning processes and learning results of students in an MSc course on land use planning at Wageningen University in which networked learning played an important role. The inter-rater reliability of both instruments appeared to be satisfactory. The relation between the two coding schemes is discussed and recommendations for future research and educational practice are formulated.     

The relation between individual interest and knowledge acquisition

The objective of this study was to examine how individual interest and knowledge acquisition are causally related. Three hypotheses were tested using a cross‐lagged panel analysis (N = 186) and two quasi‐experimental studies (N = 68 and N = 108) involving students from schools in Singapore. The first hypothesis is the broadly shared standard assumption on the relation between individual interest and knowledge: the more an individual is interested in a topic, the more (s)he is willing to engage in learning. An alternative hypothesis assumes that individual interest is not the cause but the consequence of the process of learning: individual interest as an affective by‐product of learning. Finally, a third possibility is that interest and knowledge influence each other reciprocally. The results supported the affective‐by‐product hypothesis. Our findings seem at variance with commonly held conceptions that being interested guides knowledge attainment. The implications of these findings for interest research are discussed.     

The effects of emotional design on middle school students’ multimedia learning: the role of learners’ prior knowledge

Abstract

Extending studies on emotional design in multimedia learning beyond college samples and further considering individual differences, we examined the effects of emotional design on middle school students’ learning and whether this relationship is moderated by learners’ prior knowledge, using a computer-based lesson covering the topic “the formation of lightning.” Participants were middle school students (N?=?124; 58 females; age range 13 to 16) who volunteered to participate with permission. Learners with high prior knowledge (n?=?63) and learners with low prior knowledge (n?=?61) were randomly assigned to one of two instructional design conditions: positive emotional design (colourful and anthropomorphic features) and neutral emotional design (grey and non-anthropomorphic features). The results showed that the positive emotional design operationalised via visual elements did not induce more positive emotions than the neutral design group, although there was a trend towards facilitating more learning transfer (η²_p?=?.02, p?=?.098) and increasing the mental effort of learners with low prior knowledge (η²_p = .03, p?=?.06). There was a tendency for learners with high knowledge to perceive higher mental effort (η²_p?=?.03, p?=?.06), satisfaction (η²_p = .05, p?=?.01) and achieve better transfer scores (η²_p = .03, p?=?.087) compared with those learners with low knowledge. These findings suggest that positive emotional design should be cautiously applied in multimedia learning for middle school students. Individual differences must be considered in instructional design in a multimedia learning environment.     

Exploring the pedagogical features of integrating essential competencies of scientific inquiry in classroom teaching

ABSTRACT

Background: As inquiry-based instruction is not universally implemented in science classrooms, it is crucial to introduce instructional strategies through the use of contextualized learning activities to allow students with different background knowledge and abilities to learn the essential competencies of scientific inquiry and promote their emotional perception and engagement.

Purpose: This study explores how essential scientific competencies of inquiry can be integrated into classroom teaching practices and investigates both typical and gifted secondary students’ emotional perception and engagement in learning activities.

Sample: A case teacher along with 226 typical and 18 gifted students from a suburban secondary school at Taiwan participated in this study.

Design and methods: After attending twelve 3-hour professional development workshops that focused on scientific inquiry teaching, the case teacher voluntarily developed and elaborated her own teaching activities through the discussions and feedback that she received from workshop participants and science educators. Quantitative and qualitative data were collected through activity worksheet, questionnaire, video camera, and tape recorders. Frequency distribution, Mann-Whitney U test, and discourse analysis were used for data analyses.

Results: Case teacher’s teaching activities provide contextual investigations that allow students to practice making hypotheses, planning investigations, and presenting and evaluating findings. Students’ learning outcomes reveal that typical students can engage in inquiry-based learning with positive emotional perception as well as gifted students regardless of their ability level. Both gifted and typical students’ positive emotional perception of and active engagement in learning provide fresh insight into feasible instructions for teachers who are interested in inquiry-based teaching but have little available time to implement such instructions into their classrooms.

Conclusions: The results of our work begin to address the critical issues of inquiry-based teaching by providing an exemplary teaching unit encompassing essential scientific competencies     

Toward a taxonomy of adaptivity for learning

Abstract

Adaptive learning and personalization have long been of great interest to learning designers and educators, and recent technological advances that have opened up a range of new possibilities for adaptivity. However, we lack clear definitions of the terms adaptivity and personalization, and the theoretical and empirical soundness of implementations of corresponding systems varies greatly. We therefore first provide definitions for key concepts related to adaptivity. We then discuss what variable systems should adapt for, how these variables can be measured, and what modifications to the learner experience can be made based on these variables. We propose a taxonomy of adaptivity that distinguishes adaptivity based on cognitive, emotional, motivational, and social/cultural variables, and that defines types of adaptivity at a macro-level and a micro-level.     

Engaging students in learning science through promoting creative reasoning

ABSTRACT

Student engagement in learning science is both a desirable goal and a long-standing teacher challenge. Moving beyond engagement understood as transient topic interest, we argue that cognitive engagement entails sustained interaction in the processes of how knowledge claims are generated, judged, and shared in this subject. In this paper, we particularly focus on the initial claim-building aspect of this reasoning as a crucial phase in student engagement. In reviewing the literature on student reasoning and argumentation, we note that the well-established frameworks for claim-judging are not matched by accounts of creative reasoning in claim-building. We develop an exploratory framework to characterise and enact this reasoning to enhance engagement. We then apply this framework to interpret two lessons by two science teachers where they aimed to develop students’ reasoning capabilities to support learning.