skip to main content

Explore Research Products in the NSF-PAR

  • NSF Public Access
  • Search Results
  • “I remember how to do it”: exploring upper elementary students’ collaborative regulation while pair programming using epistemic network analysis
Title: “I remember how to do it”: exploring upper elementary students’ collaborative regulation while pair programming using epistemic network analysis
Background and Context: Students’ self-efficacy toward computing affect their participation in related tasks and courses. Self- efficacy is likely influenced by students’ initial experiences and exposure to computer science (CS) activities. Moreover, student interest in a subject likely informs their ability to effectively regulate their learning in that domain. One way to enhance interest in CS is through using collaborative pair programming. Objective: We wanted to explore upper elementary students’ self- efficacy for and conceptual understanding of CS as manifest in collaborative and regulated discourse during pair programming. Method: We implemented a five-week CS intervention with 4th and 5th grade students and collected self-report data on students’ CS attitudes and conceptual understanding, as well as transcripts of dyads talking while problem solving on a pair programming task. Findings: The students’ self-report data, organized by dyad, fell into three categories based on the dyad’s CS self-efficacy and conceptual understanding scores. Findings from within- and cross-case analyses revealed a range of ways the dyads’ self-efficacy and CS conceptual understanding affected their collaborative and regulated discourse. Implications: Recommendations for practitioners and researchers are provided. We suggest that upper elementary students learn about productive disagreement and how to peer model. Additionally, our findings may help practitioners with varied ways to group their students.  more » « less
Award ID(s):
1721000
NSF-PAR ID:
10336704
Author(s) / Creator(s):
; ; ;
Date Published:
Journal Name:
Computer Science Education
ISSN:
0899-3408
Page Range / eLocation ID:
1 to 29
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. ; ; ; ; ; ; ( , Computer Science Education)
    null (Ed.)
    Background and Context: Researchers and practitioners have begun to incorporate collaboration in programming because of its reported instructional and professional benefits. However, younger students need guidance on how to collaborate in environments that require substantial interpersonal interaction and negotiation. Previous research indicates that feedback fosters students’ productive collaboration. Objective: This study employs an intervention to explore the role instructor-directed feedback plays on elementary students’ dyadic collaboration during 2-computer pair programming. Method: We used a multi-study design, collecting video data on students’ dyadic collaboration. Study 1 qualitatively explored dyadic collaboration by coding video transcripts of four dyads which guided the design of Study 2 that examined conversation of six dyads using MANOVA and non-parametric tests. Findings: Result from Study 2 showed that students receiving feed- back used productive conversation categories significantly higher than the control condition in the sample group considered. Results are discussed in terms of group differences in specific conversation categories. Implications: Our study highlights ways to support students in pair programming contexts so that they can maximize the benefits afforded through these experiences. 
    more » « less
  2. ; ; ; ; ; ; ( , A Wide Lens: Combining Embodied, Enactive, Extended, and Embedded Learning in Collaborative Settings, 13th International Conference on Computer Supported Collaborative Learning (CSCL) 2019)
    Abstract: Given that pair programming has proved to be an effective pedagogical approach for teaching programming skills, it is now important to explore alternative collaborative configurations. One popular configuration is where dyads collaborate by sharing a single computer sitting side-by-side. However, prior research points to potential challenges for elementary students when sharing a single computer when collaborating. This prompted us to explore another configuration where dyads sit side by side but collaborate on a shared virtual platform with individual computers. We compared the discourse of students’ collaboration under these two settings. Results show that although there are no significant differences in the amount of collaborative talk between the two configurations, there is qualitative evidence of how differing affordances of two configurations shape collaborative elementary students’ practices. 
    more » « less
  3. ; ; ; ; ; ; ( , Proceedings of the 52nd ACM Technical Symposium on Computer Science Education)
    null (Ed.)
    In successful collaborative paradigms such as pair programming, students engage in productive dialogue and work to resolve con- flicts as they arise. However, little is known about how elementary students engage in collaborative dialogue for computer science learning. Early findings indicate that these younger students may struggle to manage conflicts that arise during pair programming. To investigate collaborative dialogue that elementary learners use and the conflicts that they encounter, we analyzed videos of twelve pairs of fifth grade students completing pair programming activities. We developed a novel annotation scheme with a focus on collab- orative dialogue and conflicts. We found that student pairs used best-practice dialogue moves such as self-explanation, question generation, uptake, and praise in less than 23% of their dialogue. High-conflict pairs antagonized their partner, whereas this behav- ior was not observed with low-conflict pairs. We also observed more praise (e.g., “We did it!”) and uptake (e.g., “Yeah and. . . ”) in low-conflict pairs than high-conflict pairs. All pairs exhibited some conflicts about the task, but high-conflict pairs also engaged in conflicts about control of the computer and their partner’s con- tributions. The results presented here provide insights into the collaborative process of young learners in CS problem solving, and also hold implications for educators as we move toward building learning environments that support students in this context. 
    more » « less
  4. ; ; ; ; ( , The 26th ACM Conference on Innovation and Technology in Computer Science Education)
    null (Ed.)
    Pair programming is a popular strategy in computer science education to teach programming to novices. In this study, we examined the effect of three different pair programming conditions on up- per elementary school students’ CS conceptual understanding. The three conditions were one-computer with roles (1C with roles), two computers without roles (2C no roles), and two computers with roles (2C with roles). These students were engaged in four days of computer programming activities and took the CS concept assessment, CS attitudes, and collaboration perceptions before and after the activities. We used the validated E-CSCA (Elementary Computer Science Concepts Assessment) to measure elementary students’ understanding of CS concepts. We tested the relation- ship of different pair programming conditions on the students’ CS conceptual understanding and found that different conditions impacted students’ CS conceptual understanding, wherein students in 2C roles demonstrated better CS learning than the other two conditions. The results also showed no changes in students’ CS attitudes and perceptions of collaboration before and after the activities. Furthermore, the results indicated no significant impact of these attitudinal factors on students’ learning CS concepts in pair programming settings. Our study highlights the importance of the roles and number of computers in pair programming settings, especially for elementary students. 
    more » « less
  5. ; ; ; ( , FabLearn 2019 proceedings)
    The Maker Partnership Program (MPP) is an NSF-supported project that addresses the critical need for models of professional development (PD) and support that help elementary-level science teachers integrate computer science and computational thinking (CS and CT) into their classroom practices. The MPP aims to foster integration of these disciplines through maker pedagogy and curriculum. The MPP was designed as a research-practice partnership that allows researchers and practitioners to collaborate and iteratively design, implement and test the PD and curriculum. This paper describes the key elements of the MPP and early findings from surveys of teachers and students participating in the program. Our research focuses on learning how to develop teachers’ capacity to integrate CS and CT into elementary-level science instruction; understanding whether and how this integrated instruction promotes deeper student learning of science, CS and CT, as well as interest and engagement in these subjects; and exploring how the model may need to be adapted to fit local contexts. Participating teachers reported gaining knowledge and confidence for implementing the maker curriculum through the PDs. They anticipated that the greatest implementation challenges would be lack of preparation time, inaccessible computer hardware, lack of administrative support, and a lack of CS knowledge. Student survey results show that most participants were interested in CS and science at the beginning of the program. Student responses to questions about their disposition toward collaboration and persistence suggest some room for growth. Student responses to questions about who does CS are consistent with prevalent gender stereotypes (e.g., boys are naturally better than girls at computer programming), particularly among boys. 
    more » « less
  • Citation Formats
  • MLA
  • APA
  • Chicago
  • BibTeX
  • Save / Share this Record
  • Send to Email