On the relationship between the structural and socioacademic communities of a coauthorship network

This article presents a study that compares detected structural communities in a coauthorship network to the socioacademic characteristics of the scholars that compose the network. The coauthorship network was created from the bibliographic record of a multi-institution, interdisciplinary research group focused on the study of sensor networks and wireless communication. Four different community detection algorithms were employed to assign a structural community to each scholar in the network: leading eigenvector, walktrap, edge betweenness and spinglass. Socioacademic characteristics were gathered from the scholars and include such information as their academic department, academic affiliation, country of origin, and academic position. A Pearson’s χ²test, with a simulated Monte Carlo, revealed that structural communities best represent groupings of individuals working in the same academic department and at the same institution. A generalization of this result suggests that, even in interdisciplinary, multi-institutional research groups, coauthorship is primarily driven by departmental and institutional affiliation.     

Using Personal Narratives for Curriculum Development about Substance Abuse and Older Adults

This article reports on a project to sensitize graduate social work students taking courses in substance abuse to the needs of older adults. Graduate social work students at a major urban school of social work in the Northeast were recruited and trained to interview older adults with a history of substance abuse problems regarding their life experiences. The authors developed educational vignettes based on the interviews and curriculum units based on these vignettes to be incorporated into the substance abuse curriculum. The challenges and rewards of engaging students in the process of developing educational vignettes based on older adults lived experiences are also discussed.     

Measuring Value in Open Access Repositories

Open access institutional repositories were created to promote access to information, encourage scholarly communication, and demonstrate institutional prestige. While these repositories have been widely adopted, the quality of their contents often fails to represent their institution's scholarly output. Moreover, current research uses measurements of quantity, not quality, to assess their value. In response, this article opens new areas of scholarly inquiry by assessing the quality of contents. This is accomplished through a cross-sectional study of repositories at American colleges and universities across the academic spectrum, using citation indexing to identify an institution's articles and authors of highest impact.     

Exposing multi-relational networks to single-relational network analysis algorithms

Many, if not most network analysis algorithms have been designed specifically for single-relational networks; that is, networks in which all edges are of the same type. For example, edges may either represent “friendship,” “kinship,” or “collaboration,” but not all of them together. In contrast, a multi-relational network is a network with a heterogeneous set of edge labels which can represent relationships of various types in a single data structure. While multi-relational networks are more expressive in terms of the variety of relationships they can capture, there is a need for a general framework for transferring the many single-relational network analysis algorithms to the multi-relational domain. It is not sufficient to execute a single-relational network analysis algorithm on a multi-relational network by simply ignoring edge labels. This article presents an algebra for mapping multi-relational networks to single-relational networks, thereby exposing them to single-relational network analysis algorithms.     

Harnessing Teacher Potential as Israel Education Curriculum Developers

In this article I investigate how one group of teachers deliberated about Israel education with the intention to “modify the myth” as they engaged in curriculum reform. I begin from the idea that curriculum development should be an in-house endeavor that encourages faculty to embrace their roles as curricular decision-makers. Participants readily shared insights and suggestions from personal experiences and practices and explored goal language for teaching a critical Israel. However, moving from individual reflection to practical decision-making proved complicated due to factors stemming from personal and professional identities, school structure and culture. I consider implications for harnessing teacher potential as Israel education curriculum developers.     

Balancing supportive relationships and developing independence: an activity theory approach to understanding feedback in context for master’s students

Abstract

Master’s students are expected to be self-regulating and independent learners. Dialogic feedback has been identified as one way of promoting such independence. There continues to be concern about the extent to which master’s students are achieving this level of functioning. This study aimed to identify feedback practices and contexts which facilitated student engagement and independence. Working with students as co-researchers, interviews were conducted with 27 master’s students from three programmes. Activity theory was used as an analytical tool to generate understanding of feedback in the social context of each programme. Findings indicate there can be tension between factors which promote dialogical feedback and those which promote independence, and that active dialogic feedback with staff may limit student engagement with peer feedback.     

How do you make students learn more?

This article deals with the system of professional and vocational education and training in secondary schools in the Republic of Slovenia. It presents a research project, conducted on a sample of Slovene businesses. The purpose of the research was to establish whether companies that employ secondary school graduates are satisfied with their knowledge. It also shows one way to increase the knowledge of students in schools.     

Social Class Dialogues and the Fostering of Class Consciousness

How do critical pedagogies promote undergraduate students’ awareness of social class, social class identity, and social class inequalities in education? How do undergraduate students experience class consciousness-raising in the intergroup dialogue classroom? This qualitative study explores undergraduate students’ class consciousness-raising in an intergroup dialogue on social class at a large, private Northeastern university. Analyses of weekly student journals are offered to expand upon our knowledge of undergraduate students’ social class experiences in higher education contexts, as well as illuminate positive impacts that intergroup dialogue pedagogy has on students’ class consciousness-raising in the intergroup dialogue classroom.     

Mathematically gifted students and high achievement: the role of motivation and classroom structure

One of the most intriguing questions for those who study intellectually gifted students is why some of them reach peak performances at school and others don’t. Moderator theories of giftedness assume that domain-specific gifts are transformed into achievement in a process influenced by non-cognitive and environmental variables. Thus, the current study investigates differences in the non-cognitive construct motivation (achievement goals, interest, self-concept, self-efficacy, implicit theories) and perception of classroom environment (classroom structure, class climate) between mathematically gifted high achievers (n = 66) and mathematically gifted students with non-high achievement (n = 144) using a latent variable approach. Gifted high achievers expressed higher levels of motivation than non-high achievers. Furthermore, they perceived a classroom structure that provides more tasks with a focus on learning and more autonomy.     

“I am Out of My Comfort Zone”: Self-study of the Struggle of Adapting to the Professional Identity of a Teacher Educator

It is often assumed that graduate students will develop as teacher educators simply by participating in a doctoral program. However, research has shown that doctoral students find the shift from teaching K-12 to preparing teachers to be a difficult transition. Within the context of a doctoral program community of practice established specifically for the purpose of examining this transition through self-study research, we sought to understand the shift in identity of a novice teacher educator working as an early field experience instructor with elementary science and mathematics preservice teachers. Our findings indicate that the process of self-study research, when supported within a community of practice, offered Jared the opportunity to recognize different aspects of his shifting professional identity, the dominance of particular aspects of his identity in certain situations, and the impact this was having on his students’ development as teachers. Developing this awareness of his adapting professional teaching identity from a classroom teacher to a teacher educator should help as he continues to develop his knowledge and skills working with teachers in different contexts and at different grade levels. Implications for how teacher education programs could better support the professional identity development of novice teacher educators through the use of a self-study focused community of practice are discussed.