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Promoting active learning & leveraging dashboards for curriculum assessment in an OpenEdX introductory CS course for middle school

Published: 04 March 2014 Publication History

Abstract

Lack of teachers to teach computer science (CS) and pedagogically sound introductory CS curricula remain a significant challenge facing secondary schools attempting to teach CS. This paper describes our efforts to design and pilot an online 6-week middle/high school course using Stanford's OpenEdX platform. The pedagogy, curriculum and assessment are guided by learning theory. The course leverages OpenEdX features for contextual discussions and multiple-choice assessments that promote student learning and provide feedback. The paper reports on experiences in using instructor dashboards to identify targets of student difficulty and to aid curriculum redesign.

References

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Glass, A. L., & Sinha, N. Multiple-choice questioning is an efficient instructional methodology that may be widely implemented in academic courses to improve exam performance. Current Directions in Psychological Science, 22, 6 (2013), 471--477.
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Lopez, M., Whalley, J., Robbins, P. & Lister, R. Relationships between reading, tracing and writing skills in introductory programming. In Proc. ICER 2008, ACM Press (2008).
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NSF, Increasing accessibility to computer science education across the US. http://www.nsf.gov/news/news_summ.jsp?cntn_id=129882
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Parsons, D. and Haden, P. Parson's programming puzzles: a fun and effective learning tool for first programming courses. In Proceedings of the 8th Australasian Conference on Computing Education-Volume 52 (2006), 157--163.
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Rivard, R. Three's Company. Inside Higher Ed (2013). http://www.insidehighered.com/news/2013/04/03/stanford-teams-edx
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Sweller, J., & Cooper, G. A. The use of worked examples as a substitute for problem solving in learning algebra. Cognition and Instruction, 2, 1 (1985), 59--89.
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The Design-Based Research Collective. Design-based research: An emerging paradigm for educational inquiry. Educational Researcher (2003), 5--8.

Cited By

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  • (2024)ExeVis: concept-based visualization of exercises in online learningJournal of Visualization10.1007/s12650-024-00956-427:2(235-254)Online publication date: 14-Mar-2024
  • (2021)Improving Learning Achievement in Science Education for Elementary School Students via Blended LearningResearch Anthology on Developing Effective Online Learning Courses10.4018/978-1-7998-8047-9.ch074(1494-1514)Online publication date: 2021
  • (2021)Una revisión sistemática sobre aula invertida y aprendizaje colaborativo apoyados en inteligencia artificial para el aprendizaje de programaciónTecnura10.14483/22487638.1693425:69(196-214)Online publication date: 1-Jul-2021
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  1. Promoting active learning & leveraging dashboards for curriculum assessment in an OpenEdX introductory CS course for middle school

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    Published In

    cover image ACM Conferences
    L@S '14: Proceedings of the first ACM conference on Learning @ scale conference
    March 2014
    234 pages
    ISBN:9781450326698
    DOI:10.1145/2556325
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 04 March 2014

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    Author Tags

    1. analytics
    2. assessment
    3. blended learning
    4. instructional design
    5. instructor dashboards
    6. k-12 cs education
    7. learning theory
    8. mooc
    9. openedx

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    L@S 2014
    Sponsor:
    L@S 2014: First (2014) ACM Conference on Learning @ Scale
    March 4 - 5, 2014
    Georgia, Atlanta, USA

    Acceptance Rates

    L@S '14 Paper Acceptance Rate 14 of 38 submissions, 37%;
    Overall Acceptance Rate 117 of 440 submissions, 27%

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    Cited By

    View all
    • (2024)ExeVis: concept-based visualization of exercises in online learningJournal of Visualization10.1007/s12650-024-00956-427:2(235-254)Online publication date: 14-Mar-2024
    • (2021)Improving Learning Achievement in Science Education for Elementary School Students via Blended LearningResearch Anthology on Developing Effective Online Learning Courses10.4018/978-1-7998-8047-9.ch074(1494-1514)Online publication date: 2021
    • (2021)Una revisión sistemática sobre aula invertida y aprendizaje colaborativo apoyados en inteligencia artificial para el aprendizaje de programaciónTecnura10.14483/22487638.1693425:69(196-214)Online publication date: 1-Jul-2021
    • (2021)Toward A Framework for Formative Assessment of Conceptual Learning in K-12 Computer Science ClassroomsProceedings of the 52nd ACM Technical Symposium on Computer Science Education10.1145/3408877.3432460(31-37)Online publication date: 3-Mar-2021
    • (2020)A computer programming hybrid MOOC for Greek secondary educationSmart Learning Environments10.1186/s40561-020-0114-17:1Online publication date: 4-Mar-2020
    • (2019)Improving Learning Achievement in Science Education for Elementary School Students via Blended LearningInternational Journal of Online Pedagogy and Course Design10.4018/IJOPCD.20190401049:2(44-62)Online publication date: Apr-2019
    • (2019)Visualising Learning Pathways in MOOCs2019 IEEE Learning With MOOCS (LWMOOCS)10.1109/LWMOOCS47620.2019.8939659(185-190)Online publication date: Oct-2019
    • (2019)Pedagogic ApproachesThe Cambridge Handbook of Computing Education Research10.1017/9781108654555.016(445-480)Online publication date: 15-Feb-2019
    • (2019)The Cambridge Handbook of Computing Education Research10.1017/9781108654555Online publication date: 15-Feb-2019
    • (2017)The MOOC-CLIL project: using MOOCs to increase language, and social and online learning skills for 5th grade K-12 studentsBeyond the language classroom: researching MOOCs and other innovations10.14705/rpnet.2017.mooc2016.669(29-42)Online publication date: 28-Jun-2017
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