Word co-occurrences on Webpages as a measure of the relatedness of organizations: A new Webometrics concept

Web hyperlink analysis has been a key topic of Webometric research. However, inlink data collection from commercial search engines has been limited to only one source in recent years, which is not a promising prospect for the future development of the field. We need to tap into other Web data sources and to develop new methods. Toward this end, we propose a new Webometrics concept that is based on words rather than inlinks on Webpages. We propose that word co-occurrences on Webpages can be a measure of the relatedness of organizations. Word co-occurrence data can be collected from both general search engines and blog search engines, which expands data sources greatly. The proposed concept is tested in a group of companies in the LTE and WiMax sectors of the telecommunications industry. Data on the co-occurrences of company names on Webpages were collected from Google and Google Blog. The co-occurrence matrices were analyzed using MDS. The resulting MDS maps were compared with industry reality and with the MDS maps from co-link analysis. Results show that Web co-word analysis could potentially be as useful as Web co-link analysis. Google Blog seems to be a better source than Google for co-word data collection.     

Pre-service educators’ dispositions toward inclusive practices for students with emotional and behavioural difficulties

ABSTRACT

In response to challenging behaviour from students with emotional and behavioural difficulties (EBD), teachers around the world often label students as challenging, defining them by their disability. Negative views of students with EBD are a barrier to their inclusion and a major challenge for policy in the United States and elsewhere associated with access to the education system for students with disabilities. Pre-service teacher education has been highlighted as an optimum time to instil in pre-service educators a more equitable disposition toward behaviour management and inclusive practices. Therefore, the purpose of the current mixed-methods study was to assess whether or not an undergraduate course focused on relationship-based approaches to positive behaviour support could impact pre-service educators’ dispositions toward inclusive classroom practices for students with EBD. Survey results from 41 pre-service educators indicated that participants made significant improvements in their knowledge and understanding of compassionate behaviour management, intentional relationship building, and establishment of a welcoming classroom environment. Analysis of participants’ written responses to open-ended questions revealed several themes regarding changes in dispositions toward students with EBD. Implications for pre-service educator preparation and inclusion of students with EBD are discussed.     

Diversity and Mentoring in the Workplace: A Conversation with Belle Rose Ragins

Given projected increases in workplace diversity, an understanding of diversity’s intersection with mentoring is a critical topic in the literature. This article involved an interview with Belle Rose Ragins, one of the world’s leading thinkers on diversity and mentoring in the workplace. After providing an overview of Ragins’ key achievements and contributions to the mentoring literature, the article delved into the interview, which involves four parts: (a) Ragins’ education and early influences; (b) her views on the extant literature as well as insights around future areas for inquiry; (c) her current research interests; and (d) her views on consulting and teaching.     

Negotiating contrad(ICT)ions: teachers and students making multimedia in the secondary school

Abstract

In this article, we investigate the use of multimedia information and communication technologies (ICTs) in integrated arts projects in two secondary schools. The ways in which teachers and students make sense of the technologies in relation to the dominant discourses of education/technology policy and educational research are explored before considering the implications for curriculum and teacher development. The ICT in the word contrad(ICT)ions is emphasised to represent the ways in which teachers and students' use of multimedia exposes and makes visible problematic issues in relation to literacy, school subjects and pedagogy.     

Successful Community College Transfer Students Speak Out

The community college as the entranceway into the baccalaureate degree is becoming a prevalent choice for students. This study was a qualitative approach to understanding attitudes, behaviors, and knowledge acquisition by successful community college transfer students. University students who transferred from a community college and were making successful progress toward completing the baccalaureate degree participated in focus groups to answer questions about the transfer process. Successful transfer students are highly motivated, persistent, engaged, believe they were well prepared by the community colleges for university junior level studies, and have recommendations for community colleges and universities in improving the transfer process.     

The Growth of Phonological Awareness by Children With Reading Disabilities: A Result of Semantic Knowledge or Knowledge of Grapheme-Phoneme Correspondences?

According to the Lexical Restructuring Model (Metsala & Walley, 1998 Metsala, J. L. and Walley, A. C. 1998. “Spoken vocabulary growth and the segmental restructuring of lexical representation: Precursors to phonemic awareness and early reading ability”. In Word recognition in beginning literacy, Edited by: Metsala, J. L. and Ehri, L. C. 89–120. Mahwah, NJ: Lawrence Erlbaum Associates, Inc.  [Google Scholar]), children move from holistic representations of words, to syllabic representations, and finally to phonemic representations through a restructuring process driven by their developing lexical base. In contrast, the psycholinguistic grain size theory put forth by Ziegler and Goswami (2005) Ziegler, J. C. and Goswami, U. 2005. Reading acquisition, developmental dyslexia, and skilled reading across languages: A psycholinguistic grain size theory.. Psychological Bulletin, 131: 3–29. [Crossref], [PubMed], [Web of Science ®] , [Google Scholar] suggests that the awareness of individual phonemes is not possible without direct literacy instruction. The purpose of this study was to examine whether semantic knowledge and/or knowledge of grapheme/phoneme correspondences influenced the acquisition of word-blending skills by a sample of children with a reading disability. Participants were 211 second-grade and third-grade students from public elementary schools who were assigned to a reading intervention. Hierarchical Linear Modeling techniques were used to model individual growth curves of word-blending skills. Overall, findings support the psycholinguistic grain size theory of reading and suggest that instruction in the relationship between orthographic patterns and their corresponding sounds is necessary for the development of phonological awareness.     

Political Socialization of International Students: Public-Issue Discourse and Discussion on the College Campus

ABSTRACT

This study examined international students’ interests in public issues in the U.S. and motivational factors behind their discourse or avoidance of such issues. In-depth interviews with international students revealed that they discuss certain public issues in the U.S. to gain or exchange information and knowledge, because these issues are relevant to themselves and others, or due to the misconceptions that others have about their country. Moreover, international students tend to avoid certain public issues because of the level of their knowledge and lack of interest in such issues and in order to avoid dissonance caused by the public issues.     

Assessing General Education and Special Education Majors’ Self‐Efficacy for Teaching Reading

In an era of teacher quality reforms, one overlooked area for assessing readiness for teaching is education majors’ self‐efficacy for teaching reading. This gap is unfortunate, as teaching reading is a common responsibility among general and special education teachers. In the current push for RTI—one in which more general education teachers are increasingly called upon to provide reading support to students with learning disabilities, in addition to the support received from special educators—it is important to determine preservice teachers’ self‐efficacy for teaching reading. Self‐efficacy is an important construct to consider as it is related to eventual teacher attrition. The purpose of the current study was to develop a scale to measure elementary and special education majors’ self‐efficacy for teaching reading. With a sample of 110 education majors, a three‐factor scale was developed and demonstrated strong psychometric properties. Implications for the future of teacher education programs are discussed.