There is consensus that computational modeling can support integration of science with computing for student learning. However, it can be challenging for teachers to gain comfort with this relatively new practice, reconcile how it relates to science, and recognize its pedagogical value. In this paper, we illustrate how teachers working with a (serendipitous) analogy between a familiar process and a topic covered in chemistry class–frogs catching flies and reaction rates–enabled them to take up computational modeling in their science teaching. Drawing on notes from co-design sessions, teacher interviews and student worksheets, we illustrate how a focal teacher shifted from initial reluctance to taking ownership of designing and teaching a computational modeling lesson sequence. We also briefly show how her students took up this work. Finally, we reflect on the importance of leveraging teachers’ existing domain and pedagogical expertise as we bring these new practices into their classrooms. 
                        more » 
                        « less   
                    
                            
                            Professional Learning to Promote Three-Dimensional Teaching Using Computational Modeling in Remote Classroom Contexts
                        
                    
    
            This study explores how to support teachers in developing and implementing effective pedagogical strategies to promote students in making sense of phenomena through computational modeling in remote contexts. Qualitative analyses of eight teachers’ interviews were conducted to characterize their pedagogical strategies to achieve three-dimensional learning. Findings indicate that typical teacher strategies include the teacher and students co-constructing a model and using whole class or group discussions to support students’ modeling practices. 
        more » 
        « less   
        
    
    
                            - PAR ID:
- 10446554
- Date Published:
- Journal Name:
- Proceedings of the 16th International Conference of the Learning Sciences - ICLS 2022
- ISSN:
- 1573-4552
- Page Range / eLocation ID:
- 1878 - 1879
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
More Like this
- 
            
- 
            There is consensus that computational modeling can support integration of science with computing for student learning. However, it can be challenging for teachers to gain comfort with this relatively new practice, reconcile how it relates to science, and recognize its pedagogical value. In this paper, we illustrate how teachers working with a (serendipitous) analogy between a familiar process and a topic covered in chemistry class–frogs catching flies and reaction rates–enabled them to take up computational modeling in their science teaching. Drawing on notes from co-design sessions, teacher interviews and student worksheets, we illustrate how a focal teacher shifted from initial reluctance to taking ownership of designing and teaching a computational modeling lesson sequence. We also briefly show how her students took up this work. Finally, we reflect on the importance of leveraging teachers’ existing domain and pedagogical expertise as we bring these new practices into their classrooms.more » « less
- 
            Despite the critical role of teachers in the educational process, few advanced learning technologies have been developed to support teacher-instruction or professional development. This lack of support is particularly acute for middle school math teachers, where only 37% felt well prepared to scaffold instruction to address the needs of diverse students in a national sample. To address this gap, the Advancing Middle School Teachers’ Understanding of Proportional Reasoning project is researching techniques to apply pedagogical virtual agents and dialog-based tutoring to enhance teachers' content knowledge and pedagogical content knowledge. This paper describes the design of a conversational, agent-based intelligent tutoring system to support teachers' professional development. Pedagogical strategies are presented that leverage a virtual human facilitator to tutor pedagogical content knowledge (how to teach proportions to students), as opposed to content knowledge (understanding proportions). The roles for different virtual facilitator capabilities are presented, including embedding actions into virtual agent dialog, open-response versus choice-based tutoring, ungraded pop-up sub-activities (e.g. whiteboard, calculator, note-taking). Usability feedback for a small cohort of instructors pursuing graduate studies was collected. In this feedback, teachers rated the system ease of use and perceived usefulness moderately well, but also reported confusion about what to expect from the system in terms of flow between lessons and support by the facilitator.more » « less
- 
            When implementing the Next Generation Science Standards, it is challenging for teachers to support students on inquiry practices; technological tools are a good solution to help inform teachers’ pedagogical practices. In this study, we developed actionable, evidence-based Teacher Inquiry Practice Supports (TIPS) that are presented as fine-grained real-time alerts within the teacher dashboard Inq-Blotter. These TIPS aid teachers in providing detailed support to students in order to scaffold students’ specific inquiry difficulties on the practices.more » « less
- 
            When implementing the Next Generation Science Standards, it is challenging for teachers to support students on inquiry practices; technological tools are a good solution to help inform teachers’ pedagogical practices. In this study, we developed actionable, evidence-based Teacher Inquiry Practice Supports (TIPS) that are presented as fine-grained real-time alerts within the teacher dashboard Inq-Blotter. These TIPS aid teachers in providing detailed support to students in order to scaffold students’ specific inquiry difficulties on the practices.more » « less
 An official website of the United States government
An official website of the United States government 
				
			 
					 
					
 
                                    