Education Commons^™

A Novel Approach To Measuring Teacher Engagement With Resources: Using Social Network Analysis To Understand Teacher Satisfaction And Retention, Jennifer M. Murray

FIU Electronic Theses and Dissertations

The purpose of this quantitative survey study was to investigate how teacher engagement with resources at the school-site and district-level predicted teacher satisfaction and intention to stay in the profession. Teachers in Miami-Dade County Public Schools need support as educators in the fourth largest district in the nation. To better understand how teachers engage with resource networks, three measures of interaction were captured, (1) engagement or use of the resource; (2) frequency of interaction with the resources within the network; and (3) the quality of supportiveness of resources within the network. A survey was sent to 967 math (n=523) and …

The Teacher Attrition Phenomenon: The Role Of Teacher Collaboration And Motivation, Brenda Anne Pearson

UNLV Theses, Dissertations, Professional Papers, and Capstones

High quality data that clearly illustrates the dynamic and socially embedded nature of teachers’ roles is critical to the development and implementation of educational policy addressing teacher attrition issues. Study participants are comprised of 161 full-time teachers serving in three elementary schools in a large, urban school district in the southwestern United States. The purpose of the current study is to explore the extent to which the formation of teacher collaboration networks interacts with individual perceptions of motivation. Additionally, collaboration networks are examined across time, specifically at two time points across an academic semester.

This study embeds teachers’ individual behaviors …

Employing Social Learning Analytic Methods (Slams) To Reimagine The Social Dynamic Of Online Learning Collaborations, Damien Sanchez, Nick Flor, Charlotte Nirmalani Gunawardena

University Libraries & Learning Sciences Faculty and Staff Publications

As online networks expand, learning collaborations will occur across disciplines, countries, and people. A particular challenge is determining the process and progress of these collaborations, and how the social dynamics of interacting groups support knowledge construction. Traditional methods that rely predominantly on content analysis of transcripts to determine social construction of knowledge are time consuming to conduct and often do not provide actionable data to improve the process before it is completed. One answer to this challenge is emerging Social Learning Analytic Methods (SLAMs) that offer robust and expedient means to analyze the performance of interacting groups online. The purpose …

Mapping The Tutoring Referral Network: Exploring The Student-To-Tutoring Connection, G. Mason Tudor

Theses and Dissertations--Educational Policy Studies and Evaluation

This study explores the institutional network which connected students to a tutoring program at a community college. The study identifies the most likely areas that would refer students to or inform students about the tutoring program. Additionally, the study seeks to understand how different students may have interacted with that network of departments in varied patterns of engagement. While exploring and describing this group of institutional units and their function of connecting students to tutoring, I utilized a multi-phase, mixed methods approach. This methodology began with qualitative information gathering with document analysis, followed by two focus group interviews. I constructed …

Characterizing Instructional Leader Interactions In A Social Learning Management System Using Social Network Analysis, Orven E. Llantos, Ma. Regina Justina E. Estuar

Department of Information Systems & Computer Science Faculty Publications

Online learning environments are designed with specific users and respective roles in mind. However, for social systems that thrive on the interaction between and among users, important features are developed based on relationships that evolve over time. Typical learning management systems are designed with the teacher and the student as primary users of the system. my.eskwela is a social learning management system that has been designed for use in public schools in the Philippines with the inclusion of an additional user, the school administrator. Although administrators influence on student learning through mediated effects of instructional leadership, pieces of literature are …

Big Five Technologies In Aeronautical Engineering Education: Scoping Review, Ruth Martinez-Lopez

International Journal of Aviation, Aeronautics, and Aerospace

The constant demands that technology creates in aerospace engineering also influence education. The identification of the technologies with practical application in aerospace engineering is of current interest to decision makers in both universities and industry. A social network approach enhances this scoping review of the research literature to identify the main topics using the Big Five technologies in aerospace engineering education. The conceptual structure of the dataset (n=447) was analyzed from different approaches: at macro-level, a comparative of the digital technology identified by cluster analysis with the number of co-words established in 3 and 8 and, a keyword central structure …

Exploring The Nature Of Resources And Relationships In A Multi-Stakeholder Collaborative Network, Tracie Evans Reding

Student Work

Multi-stakeholder collaborative networks (MSCNs) centered around innovative problem solving have become increasingly popular. These collaborations seek to pool the resources of the various stakeholders in order to address their common issue. The importance of the collaboration members’ awareness of one another’s resources is the basis for this study. This study developed a new analytical method in which to quantify the resource awareness of members of an MSCN and how that relates to features of the network. The MSCN that was the focal organization for this study was as STEM Ecosystem. A perceptual framework was built upon literature from diverse areas …

Informal Teacher Leadership For Technology Integration: A Multi-Site Case Study Of Distributed Leadership, Taylor J. Clements

Taylor J Clements

Informal Teacher Leadership For Technology Integration: A Multi-Site Case Study Of Distributed Leadership, Taylor J. Clements

Theses and Dissertations--Education Sciences

The goal of this study was to understand how a secondary principal uses a distributed perspective of leadership to support informal teacher leaders (ITLs) to improve classroom technology integration. Using a phenomenological lens, I employed a multi-site case study to inform the research goals. A conceptual framework based on Bandura’s (1977) social learning theory and Wenger’s (1998) communities of practice theory was used to guide the study’s methods and data collection.

Data were collected in three phases. At each site, the first phase consisted of a digital survey with only closed-ended questions that was administered to all classroom teachers. The …

Examining The Capacity Of Instructional Support Networks For The Diffusion Of Computer Science For All (Csforall) In An Urban District, Rebecca Mazur

Doctoral Dissertations

The purpose of this study was to understand the capacity for diffusion of computer science instruction in an urban school district. Two types of networks, general instructional support and computer science-related support, were described and investigated. Social Network Analysis was used as the primary method to examine the structure of and relationships between the networks. Results suggest that even in schools with dense and distributed instructional support networks, sparse and centralized systems of ties are characteristic of DLCS support networks. Further, an analysis of networks with and without team-supported ties indicates that formal structures for collaborative teaming are critical sources …

Support Networks Of “Educational Pioneers”: A Methodological Approach For Examining The Impact Of A Residential Learning Community On First-Generation Students, Ryan R. Setari

Theses and Dissertations--Educational Policy Studies and Evaluation

The purpose of this study is to demonstrate the use of social network analysis to examine the peer involvement and supportive relationships of students living within an exclusively first-generation RLC. Using network surveys targeted toward a first-generation population, the networks of first-year residents were visualized and measured. The supportive peer relationships that provided students with encouragement, validation, and academic assistance were identified, as well as the networks for friendship and study partnership. The networks identified for this study were examined to find if change occurred between the start and the end of the semester. Multiple regression QAPs were performed to …

Exploiting Metacognitive Networks Embedded In Narrative Focus Group Interviews Using Nodexl, Divan Jagals, Marthie Sophia Van Der Walt

The Qualitative Report

Development of metacognitive theory for changing pedagogy remains an essential research activity. A lack of sufficient clear-cut qualitative analysis procedures extracting embedded metacognitive constructs from qualitative data (e.g., narrative focus group interviews) can hinder development of theory. An approach is therefore needed to analyse qualitative metacognitive data exploiting embedded metacognitive constructs for theory development. In an undergraduate fourth-year mathematics education module, two groups of students (Group A: n = 6; Group B: n = 5) participated in a series of focus group interviews. Participants designed and refined mathematics lessons about the concept of place value. We identified metacognitive networks as …

Identification Of The Emergent Leaders Within A Cse Professional Development Program, Tracie Evans Reding, Brian Dorn, Neal Grandgenett, Harvey Siy, Jon Youn, Qiuming Zhu, Carol A. Engelmann

Computer Science Faculty Publications

The need for high quality, sustainable Computer Science Education (CSE) professional development (PD) at the grades K-12 level is essential to the success of the global CSE initiatives. This study investigates the use of Social Network Analysis (SNA) to identify emergent teacher leaders within a high quality CSE PD program. The CSE PD program was designed and implemented through collaboration between the computer science and teacher education units at a Midwestern metropolitan university in North America. A unique feature of this specific program is in the intentional development of a social network. This study discusses the importance of social networks, …

A Social Network Approach To Examine K-12 Educational Leaders’ Influence On Information Diffusion On Twitter, Yinying Wang, Nicholas Sauers, Jayson W. Richardson

Educational Policy Studies Faculty Publications

This study investigated the relationship between the leader’s gender, leadership position, Twitter use, and influence on information diffusion in the communication network on Twitter. We collected the 30,200 latest tweets of 151 active Twitter users who held educational leadership positions. Results of social network analysis and multiple regression analyses suggest a gender inequality in the leader’s influence on information diffusion in the network. Findings also indicate no significant relationship between leadership position (district vs. building) and a leader's influence in the network. Moreover, Twitter following was positively associated with the leader’s influence in the network, whereas the number of followers, …

Analyzing Social Construction Of Knowledge Online By Employing Interaction Analysis, Learning Analytics, And Social Network Analysis, Charlotte Nirmalani Gunawardena, Nick V. Flor, David Gomez, Damien Sanchez

University Libraries & Learning Sciences Faculty and Staff Publications

This article examines research methods for analyzing social construction of knowledge in online discussion forums. We begin with an examination of the Interaction Analysis Model (Gunawardena, Lowe, & Anderson, 1997) and its applicability to analyzing social construction of knowledge. Next, employing a dataset from an online discussion, we demonstrate how interaction analysis can be supplemented by employing other research techniques such as learning analytics and Social Network Analysis that shed light on the social dynamics that support knowledge construction. Learning analytics is the application of quantitative techniques for analyzing large volumes of distributed data ("big data") in order to discover …

Using Social Network Analysis To Explore Digital Student Interactions And Business Competency Learning In A Web-Based Educational Platform:, Andrew P. Feldstein Dps, Kim Gower

TILT Faculty Publications

Web 2.0 tools occupy a large part of our lives, and their use in the classroom offers instructors a unique opportunity to gather substantial information about individual and interactive student behaviors. The authors’ challenge is understanding the implications of this rich data source for assessing course efficacy and student learning, and applying these insights to further enhance the development of global business competencies. This paper reviews 311 student interactions as reflected in comments exchanged in a digital social learning community and, using social network analysis, discusses the potential to use these interactions to assess student critical thinking, communication, and collaborative …

Relationships & Capital In Living Learning Communities: A Social Network Analysis, Leslie Nicole Woltenberg

Theses and Dissertations--Educational Policy Studies and Evaluation

This study was designed to explore the possible connections between student peer relationships and individual students’ roles in a network as it pertained to outcomes such as self-reported academic achievement and personal satisfaction with the first year of college. The research question directing this inquiry is: How does a student’s role within a residential community of peers relate to success in college? Social network analysis was employed for examination of individual engagement within the context of a larger community.

The vast learning community literature tells an interesting story: 1.) a history of co-curricular peer learning environments, 2) a tradition of …

Role Clarity And Instructional Technology Support: A Naturalistic Examination Of Various Perceptions Of The Role Of The Itrt Within And Across Three High Schools, Ann Nash

Theses and Dissertations

Role clarity for any individual leads to more successful implementation of his or her job expectations. In a school, there are many individuals with various roles to fill. The Instructional Technology Resource Teacher (ITRT) has multiple roles within a school including: training teachers, designing integrated curriculum, managing learning resources, modeling instructional strategies, acting as a technology resource, assisting content specialists, and preview and recommending software. This study found that stakeholders in schools consistently recognize the ITRT as both a trainer and designer of integrated lessons. Other instructional support roles are recognized only by some stakeholders in schools. When a greater …

Organizational Adaptation Through Diffusion And Social Networks: A Study Of Family Consumer Sciences Extension Agents, Deborah Adkins Murray

Theses and Dissertations--Educational Leadership Studies

This study examines the interconnectedness of social networks of the early adopter Family and Consumer Science Extension Agents (FCS Agents) of the Mental Healthiness and Aging Initiative (MHAI) pilot conducted in eleven (11) eastern Kentucky counties between October 2007 and April 2009 and compares the social network connections of the FCS Agents in the other six Extension Districts in Kentucky.

This research used whole-network survey analysis applying the social network approach, a conceptual model for explaining the communication of new ideas and information within an organizational network. Organizational networks are important structural elements of organizational systems and key to understanding …

Connections, Paths, And Explanations - A Social Network Approach To Investigating Experiences Of Early Childhood Special Education With The Ecls-K, Kathryn Shirley Akers

University of Kentucky Doctoral Dissertations

The purpose of this study is to demonstrate a practical application of social network analysis in the field of education using a large-scale data source. Using the Early Childhood Longitudinal Base Year data, a network is identified by examining the connections that occur between supports, both inside and outside formal special education resources for kindergarteners with access to special education programs.

Social network mappings and quantitative findings are presented for formal and informal supports and primary disability category, along with policy implications and suggestions for further research. Findings indicate that social network analysis offers a unique and innovative perspective to …

Using Social Network Analysis To Investigate Potential Bias In Editorial Peer Review In Core Journals Of Comparative/International Education, Biao Cheng

Theses and Dissertations

This study explores potential bias in the editorial peer-review system within the context of the field of comparative and international education. Assuming the role as “Guardian of Science” and “social status judge” (Zuckerman & Merton, 1971), peer-review, the quality control system of science, directly affects the growth of science, scientists' academic career and their institutions. The very basic tenet of the peer review system is its assumed objectivity. Bias in editorial peer review process, however, is inevitable. The constitution of the blind peer review mechanism is itself a simply undeniable acknowledgement of that fact. Therefore, this study investigated potential peer-review …