In this article we want to understand in more detail how learning networks emerge in online networked learning environments. An adage in Networked Learning theory is that networked learning cannot be designed; it can only be designed for. This adage implicitly carries the idea that networked learning is seen as learning in which information and communication technology is used to promote (emergent) connections between learners and their peers, learners and tutors and learners and learning resources. Emergence entails a self-organizing component. However, there is no comprehensive understanding of how self-organizing network effects occur in networked learning environments, how they influence possible learning outcomes and how these network effects can be enhanced or frustrated by the design elements of different networked learning environments. By means of a review we investigate how the three most known self-organizing network effects occur in networked learning environments, namely preferential attachment, reciprocity and transitivity. Results show that in most studies self-organizing network effects are significantly present. Moreover we found important (design) elements related to the people, the physical environments and the tasks of the learning networks that could influence these self-organizing network effects. Studies that looked at learning outcomes are limited. Based on the review study future research directions for the field of Networked Learning are addressed. Full article

In classroom management, it is well-known that students’ mental states are strongly related to classroom conditions. There are many ways to describe human behavior in mathematical modeling in sociology. In social science, a model to describe human behavior has been developed by an analogy with the ferromagnetic spin model in statistical physics. Entropy, on the other hand, can express the order and/or disorder in many-body systems. The concept of entropy can be extended to continuous random variables in the information theory, which is called “differential entropy” and has been a powerful tool in many stochastic systems. Here, we show that classroom conditions can be expressed by the differential entropy, based on the model used in social science. To assess the applicability of this method to real classroom conditions, we investigated fluctuations in students’ minds with pictures and a questionnaire relating to school life, and then applied this to the present method, and calculated the differential entropy. The results correspond well with real classroom conditions, and suggest the usefulness of the present method. The significance of the present research is the proposal of a new method which has not yet been used in educational psychology. Full article

Networked learning provides opportunities for learners to develop their critical thinking, an important 21st century competency, through dialogue with fellow learners to consider other perspectives and negotiate and critique ideas and arguments. However, much extant literature has not examined networked learning environments among younger learners nor the optimal conditions for enhancing critical thinking. Therefore, a study was carried out to investigate these conditions. A learning analytics networked learning environment was designed and 264 secondary three students participated in the 10-week long intervention as part of their English curriculum. Individual and collective social network metrics, critical reading scores, and self-reported survey data were used to quantitatively evaluate students’ critical reading performance in relation to their participation in networked learning. Results highlight several optimal conditions, notably that it is not just participation of the learner that enhances critical thinking but the learners’ reciprocity in replying and the distance of those posts in the network. Discussions and implications of the findings follow to provide insightful understanding of how the rich and complex settings of networked learning can enhance critical thinking capacities in secondary schooling. Full article

As indicated in this Special Issue, there has been much debate on the development of English language and literacy in d/Deaf and hard of hearing (d/Dhh) students. Questions remain on the nature of the first language and the relation of this language to the development of English literacy. There is also considerable controversy on the role of English phonology. Adding to the complexity is the increase of d/Dhh children for whom English is not the home language and the ongoing challenge of addressing the needs of those with disabilities or additional disabilities. After describing English literacy and the need for documenting desirable research characteristics, the authors of this conclusion article utilize a construct named the Qualitative Similarity Hypothesis (QSH) as the guiding framework for addressing issues such as the role of phonology and the nature of the through-the-air form of the language of print. The QSH asserts that d/Dhh students need to master the same set of fundamentals as typical English literacy learners. These fundamentals include code-related, language-related, and comprehension-related skills. One major assertion is that proficiency in the through-the-air form of English is essential for achieving proficiency in conventional English literacy skills. It is argued that the importance of English language proficiency has been emphasized in literacy models that delineate the strong connections among language, reading, and writing, even for second language learners of English or English learners. Another major assertion is that proficiency in English phonology is necessary (albeit not sufficient) for the development of emerging decoding skills. The use of English phonology facilitates the early and advanced literacy comprehension skills. The article concludes with recommendations for additional research, including the understanding of the visual representation of the structure of English, the development of comprehensive English language assessments, and the exploration of literacy-related skills such as decoding and comprehension. Finally, the validity of the QSH also needs to be further investigated. Full article

This study incorporates the design and validation of a questionnaire for the evaluation of Careers Advisory Services and the systematic processes that influence it (family, peer groups, socioeconomic status, etc.). In addition, it examines its psychometric properties within a multicultural population of students attending educational centres in the south of Spain. It seeks to create a valid instrument that is reliable as a measurement tool and useful for evaluating decision making situations relevant to the future working context. A perspective of working life is given through consideration of the degree choices made by those involved in the decision-making process. The metrics used showed high content and construct validity. Structural equation modelling (SEM) and confirmatory factor analysis (CFA) were employed. Indicators described by Wald and Lagrange were used to examine and modify the model in order to obtain a model that best fits relevant theory and goodness of fit criteria. Full article

This article presents and discusses student assignments reflecting on the documentary film If a Tree Falls, written as part of the Business Ethics and Sustainability course at The Hague University of Applied Sciences. This article follows two lines of inquiry. First, it challenges mainstream environmental education, supporting critical pedagogy and ecopedagogy. These pedagogies, which advocate pedagogy for radical change, offer a distinct and valuable contribution to sustainability education, enabling students to critically examine normative assumptions, and learn about ethical relativity, and citizenship engagement from environmentalists. The discussion of “lessons of radical environmentalism” is pertinent to the question of what types of actions are likely to achieve the widely acceptable long-term societal change. While this article focuses on student reflection on a film about radical environmentalism, this article also discusses many forms of activism and raises the question of what can be considered effective activism and active citizenship in the context of the philosophy of (environmental or sustainability) education in connection didactics and curriculum studies. Second, this article argues for the need for reformed democracy and inclusive pluralism that recognizes the needs of nonhuman species, ecocentrism, and deep ecology. The connection between these two purposes is expressed in the design of the student assignment: It is described as a case study, which employs critical pedagogy and ecopedagogy. Full article

Background: The purpose of this research is to analyze the perception of teachers and their thinking about two specific and functional issues which are often deemed to be controversial, that is, the acquisition, by recently arrived migrant students of the host language and the role that the professional services of a cultural mediator may have in said school context. The methodology used has been a case study by means of the technique of in-depth interview. To this end, twelve teachers from an Italian comprehensive school in the region of Sicily who for several years have been immersed in the relatively abrupt arrival of immigrant students have been interviewed. Results: There is evidence of some teachers adopting the position from a classic epistemological approach in the field of interculturality. For example, while the attitude and involvement of teachers seems to be consolidated, the teachers think that a key element of real inclusion should include practical measures such as early immersion in the host language, in this case Italian, and that considerable and external professional efforts are necessary, particularly from cultural mediators, which could make the inclusive project more viable. Full article

This study examines factors that influence high school students’ willingness to consider teaching as a career. Using predictive modeling, we identified five factors that are highly predictive of a students’ willingness to consider teaching and their belief that teaching is their best career option. Results indicated that high school students were more likely to consider teaching when they had confidence in their ability to be good teachers, when family members and others encouraged them to become teachers, and when they felt their community supported teachers. Most of those who considered teaching thought of themselves as average students. Less impactful factors included gender and pay. Additionally, this study found students less likely to consider work conditions for teachers when making career choices. Full article

This study investigates the knowledge acquisition of biology and physics freshmen students with special regard to differences between high school (HS) high performing and low performing students. Our study is based on a prior knowledge model, which describes explicit knowledge as a composite of four knowledge types: knowledge of facts, knowledge of meaning, integration of knowledge, and application of knowledge. As a first outcome-oriented approach, we operationalize knowledge acquisition via the changes in these knowledge types between the beginning and the end of the first year. To investigate the knowledge acquisition, a test set was constructed that covers these knowledge types. It was administered to 162 biology and 101 physics students at university. We used an Item Response Theory approach to scale the data. Repeated measures ANOVAs were used to analyze the acquisition of the knowledge types. We separated HS low, medium, and high achievers by high school grade point average (HS GPA). The knowledge acquisition of the HS low achievers did not differ from other groups. However, the HS low achievers did not only start with less prior knowledge but also were not able to reach the prior knowledge of the HS high achievers within the first year. Our findings concerning knowledge acquisition may be used to support and improve students’ knowledge acquisition in a targeted way by focusing on selected knowledge types. Full article

To acquire knowledge about student-mediated peer-to-peer collaborative activities, pre-service teachers’ perceptions of peer feedback are analyzed and categorized as receiver, provider, or cognitive feedback. A questionnaire of 15 survey questions concerning supportive feedback from peers was designed and validated using assessments from more than 200 pre-service teachers. The questionnaire was aligned with the activities promoting supportive feedback between pre-service teachers from three bachelor’s degrees at a tertiary education institution. Their perceptions were then quantified in terms of the peer feedback categories. While there were significant correlations between the scores for all 15 questions, real insights were produced when the highest correlations were analyzed. As such, being involved as both feedback providers and receivers was highly rated. The self-efficacy of pre-service teachers receiving feedback, (i.e., the extent to which peer instructional strategies and the selected learning tasks were cognitively challenging so as to improve receiver feedback), proved to be correlated with their perceptions of involvement, autonomy, and structure. Likewise, motivation for providing or receiving feedback was also closely correlated with the self-efficacy of pre-service teachers providing feedback. Finally, all three questions in the cognitive feedback category were highly correlated. The pre-service teachers were, thus, motivated to improve their learning and considered feedback as a useful task and as a way to strengthen their relationships with their peers. Full article