Investigating Student Communities with Network Analysis of Interactions in a Physics Learning Center
@inproceedings{Brewe2009InvestigatingSC, title={Investigating Student Communities with Network Analysis of Interactions in a Physics Learning Center}, author={Eric Brewe and Laird H. Kramer and Vashti Sawtelle}, year={2009} }
We describe our initial efforts at implementing social network analysis to visualize and quantify student interactions in Florida International University’s Physics Learning Center. Developing a sense of community among students is one of the three pillars of an overall reform effort to increase participation in physics, and the sciences more broadly, at FIU. Our implementation of a research and learning community, embedded within a course reform effort, has led to increased recruitment and…
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References
SHOWING 1-10 OF 35 REFERENCES
Changing Participation Through Formation of Student Learning Communities
- Education
- 2010
Social network analysis is used as one way to establish differences the participation of students in lecture sections and students in Modeling Instruction, a curriculum that uses interactive engagement.
A Study of the Relationship between Student Social Networks and Sense of Community
- SociologyJ. Educ. Technol. Soc.
- 2008
Qualitative analyses indicate that an individual's pre-existing external social network influences the type of support and information exchanges an individual requires and therefore, the degree of sense of community ultimately experienced.
Toward equity through participation in Modeling Instruction in introductory university physics
- Education, Physics
- 2010
We report the results of a five year evaluation of the reform of introductory calculus-based physics by implementation of Modeling Instruction MI at Florida International University FIU, a…
Modeling instruction: Positive attitudinal shifts in introductory physics measured with CLASS
- Education, Physics
- 2009
Among the most surprising findings in Physics Education Research is the lack of positive results on attitudinal measures, such as Colorado Learning Attitudes about Science Survey CLASS and Maryland…
Reducing the gender gap in the physics classroom: How sufficient is interactive engagement?
- Physics, Education
- 2007
Previous research Lorenzo et al., Am. J. Phys. 74, 118 2006 demonstrated that the difference in performance between male and female students can be reduced and even eliminated, in consistent fashion,…
Models of Teaching and Learning : Participation in a Community of Learners
- Education
- 2002
The aim of this chapter is to distinguish theories of development that cast learning as a community process of Irtlns/onnation o/participation in sociocultural activities from theories that cast…
Software for social network analysis
- Computer Science
- 2005
This chapter reviews software for the analysis of social networks, using the main topics in the book on network analysis by Wasserman and Faust (1994) as the standard text.
Learning communities in classrooms: A reconceptualization of educational practice
- Education
- 1999
Katerine Bielaczyc is a Research Scientist at Boston College (formerly Senior Scientist at Bolt, Beranek and Newman). She received a PhD from the Education in Math, Science, and Technology Program at…
Characterizing the gender gap in introductory physics
- Education
- 2009
of males and females. Males and females have significantly different prior understandings of physics and mathematics. Females are less likely to take high school physics than males, although they are…
Social Network Analysis: Methods and Applications
- Computer ScienceStructural analysis in the social sciences
- 1994
This paper presents mathematical representation of social networks in the social and behavioral sciences through the lens of dyadic and triadic interaction models, which provide insights into the structure and dynamics of relationships between actors and groups.