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34 Publications
2024 | Journal Article | LibreCat-ID: 55667 | 
Teaching and Learning to Construct Data-Based Decision Trees Using Data Cards as the First Introduction to Machine Learning in Middle School
F.Y. Fleischer, S. Podworny, R. Biehler, Statistics Education Research Journal 23 (2024).
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F.Y. Fleischer, S. Podworny, R. Biehler, Statistics Education Research Journal 23 (2024).
2023 | Conference Paper | LibreCat-ID: 48100 |
K-12 Data Science Education: Outcomes of a National Workshop; International Perspectives; and Next Steps for the Learning Sciences
M. Wilkerson, D. Ben-Zvi, M. Dvir, C. Matuk, S. Podworny, A. Stephens, L. Zapata-Cardona, in: J.D. Slotta, E.S. Charles (Eds.), General Proceedings of the ISLS Annual Meeting: Building Knowledge and Sustaining Our Community, ISLS, Montreal, Canada, 2023, pp. 76–79.
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M. Wilkerson, D. Ben-Zvi, M. Dvir, C. Matuk, S. Podworny, A. Stephens, L. Zapata-Cardona, in: J.D. Slotta, E.S. Charles (Eds.), General Proceedings of the ISLS Annual Meeting: Building Knowledge and Sustaining Our Community, ISLS, Montreal, Canada, 2023, pp. 76–79.
2023 | Conference Paper | LibreCat-ID: 48101
Minisymposium Data Science
S. Podworny, D. Frischemeier, in: . IDMI-Primar Goethe-Universität Frankfurt (Ed.), Beiträge Zum Mathematikunterricht 2022: 56. Jahrestagung Der Gesellschaft Für Didaktik Der Mathematik Vom 29.08.2022 Bis 02.09.2022 in Frankfurt Am Main, WTM-Verlag, Münster, 2023.
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S. Podworny, D. Frischemeier, in: . IDMI-Primar Goethe-Universität Frankfurt (Ed.), Beiträge Zum Mathematikunterricht 2022: 56. Jahrestagung Der Gesellschaft Für Didaktik Der Mathematik Vom 29.08.2022 Bis 02.09.2022 in Frankfurt Am Main, WTM-Verlag, Münster, 2023.
2022 | Book Chapter | LibreCat-ID: 48106 |
An approach to teaching data science in middle school
S. Podworny, Y. Fleischer, in: U.T. Jankvist, R. Elicer, A. Clark-Wilson, H.-G. Weigand, M. Thomson (Eds.), Proceedings of the 15th International Conference on Technology in Mathematics Teaching (ICTMT 15), Danish School of Education, Aarhus, Denmark, 2022, pp. 308–315.
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S. Podworny, Y. Fleischer, in: U.T. Jankvist, R. Elicer, A. Clark-Wilson, H.-G. Weigand, M. Thomson (Eds.), Proceedings of the 15th International Conference on Technology in Mathematics Teaching (ICTMT 15), Danish School of Education, Aarhus, Denmark, 2022, pp. 308–315.
2022 | Conference Paper | LibreCat-ID: 48107 |
An example of rich, real and multivariate survey data for use in school
S. Podworny, Y. Fleischer, D. Stroop, R. Biehler, in: 2022.
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S. Podworny, Y. Fleischer, D. Stroop, R. Biehler, in: 2022.
2022 | Journal Article | LibreCat-ID: 48104
Vokabeln lernen im Schlaf? Statistische Testprozeduren verstehen
S. Podworny, mathematik lehren 232 (2022) 36–40.
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S. Podworny, mathematik lehren 232 (2022) 36–40.
2022 | Conference Paper | LibreCat-ID: 35674
Jupyter Notebooks for Teaching, Learning, and Doing Data Science
F.Y. Fleischer, S. Hüsing, R. Biehler, S. Podworny, C. Schulte, in: S.A. Peters, L. Zapata-Cardona, F. Bonafini, A. Fan (Eds.), Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics, International Association for Statistical Education, 2022.
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F.Y. Fleischer, S. Hüsing, R. Biehler, S. Podworny, C. Schulte, in: S.A. Peters, L. Zapata-Cardona, F. Bonafini, A. Fan (Eds.), Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics, International Association for Statistical Education, 2022.
2022 | Book Chapter | LibreCat-ID: 43231
Civic Statistics for Prospective Teachers: Developing Content and Pedagogical Content Knowledge Through Project Work
S. Podworny, D. Frischemeier, R. Biehler, in: Statistics for Empowerment and Social Engagement, Springer International Publishing, Cham, 2022.
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S. Podworny, D. Frischemeier, R. Biehler, in: Statistics for Empowerment and Social Engagement, Springer International Publishing, Cham, 2022.
2022 | Book Chapter | LibreCat-ID: 43230
Data Visualization Packages for Non-inferential Civic Statistics in High School Classrooms
D. Frischemeier, S. Podworny, R. Biehler, in: Statistics for Empowerment and Social Engagement, Springer International Publishing, Cham, 2022, pp. 199–236.
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D. Frischemeier, S. Podworny, R. Biehler, in: Statistics for Empowerment and Social Engagement, Springer International Publishing, Cham, 2022, pp. 199–236.
2022 | Conference Paper | LibreCat-ID: 39064
An example of rich, real and multivariate survey data for use in school
S. Podworny, F.Y. Fleischer, D. Stroop, R. Biehler, in: 2022.
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S. Podworny, F.Y. Fleischer, D. Stroop, R. Biehler, in: 2022.
2021 | Conference Paper | LibreCat-ID: 48162
Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz
L. Höper, S. Podworny, S. Hüsing, C. Schulte, Y. Fleischer, R. Biehler, D. Frischemeier, H. Malatyali, in: 2021, pp. 345–345.
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L. Höper, S. Podworny, S. Hüsing, C. Schulte, Y. Fleischer, R. Biehler, D. Frischemeier, H. Malatyali, in: 2021, pp. 345–345.
2021 | Journal Article | LibreCat-ID: 35781
The process of actively building a model for a randomization test – insights into learners’ modeling activities based on a case study
S. Podworny, R. Biehler, Mathematical Thinking and Learning 24 (2021) 291–311.
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S. Podworny, R. Biehler, Mathematical Thinking and Learning 24 (2021) 291–311.
2021 | Journal Article | LibreCat-ID: 35751
A first introduction to data science education in secondary schools: Teaching and learning about data exploration withCODAPusing survey data
D. Frischemeier, R. Biehler, S. Podworny, L. Budde, Teaching Statistics 43 (2021) S182–S189.
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D. Frischemeier, R. Biehler, S. Podworny, L. Budde, Teaching Statistics 43 (2021) S182–S189.
2021 | Book Chapter | LibreCat-ID: 56204
Integration fachwissenschaftlicher und fachdidaktischer Komponenten in der Lehramtsausbildung Mathematik Grundschule am Beispiel einer Veranstaltung zur Leitidee „Daten, Häufigkeit und Wahrscheinlichkeit“
D. Frischemeier, S. Podworny, R. Biehler, in: Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik, Springer Berlin Heidelberg, Berlin, Heidelberg, 2021.
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D. Frischemeier, S. Podworny, R. Biehler, in: Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik, Springer Berlin Heidelberg, Berlin, Heidelberg, 2021.
2020 | Conference Paper | LibreCat-ID: 35814
Data science education in secondary schools: Teaching and learning decision trees with CODAP and Jupyter Notebooks as an example of integrating machine learning into statistics education
R. Biehler, F.Y. Fleischer, L. Budde, D. Frischemeier, D. Gerstenberger, S. Podworny, C. Schulte, in: P. Arnold (Ed.), New Skills in the Changing World of Statistics Education Proceedings of the Roundtable Conference of the International Association for Statistical Education (IASE), ISI/IASE, Voorborg, The Netherlands, 2020.
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R. Biehler, F.Y. Fleischer, L. Budde, D. Frischemeier, D. Gerstenberger, S. Podworny, C. Schulte, in: P. Arnold (Ed.), New Skills in the Changing World of Statistics Education Proceedings of the Roundtable Conference of the International Association for Statistical Education (IASE), ISI/IASE, Voorborg, The Netherlands, 2020.
2020 | Book Chapter | LibreCat-ID: 35821
Data Science Education in Secondary School: How to Develop Statistical Reasoning When Exploring Data Using CODAP
L. Budde, D. Frischemeier, R. Biehler, F.Y. Fleischer, D. Gerstenberger, S. Podworny, C. Schulte, in: P. Arnold (Ed.), New Skills in the Changing World of Statistics Education: Proceedings of the Roundtable Conference of the International Association for Statistical Education (IASE), July 2020, ISI/IASE, Voorborg, The Netherlands, 2020.
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L. Budde, D. Frischemeier, R. Biehler, F.Y. Fleischer, D. Gerstenberger, S. Podworny, C. Schulte, in: P. Arnold (Ed.), New Skills in the Changing World of Statistics Education: Proceedings of the Roundtable Conference of the International Association for Statistical Education (IASE), July 2020, ISI/IASE, Voorborg, The Netherlands, 2020.
2019 | Journal Article | LibreCat-ID: 56248
Erratum to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy und Statistical Literacy
J. Engel, R. Biehler, D. Frischemeier, S. Podworny, A. Schiller, L. Martignon, AStA Wirtschafts- Und Sozialstatistisches Archiv 14 (2019) 113–114.
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J. Engel, R. Biehler, D. Frischemeier, S. Podworny, A. Schiller, L. Martignon, AStA Wirtschafts- Und Sozialstatistisches Archiv 14 (2019) 113–114.
2019 | Journal Article | LibreCat-ID: 56252
Chancen und Herausforderungen für die Implementation von Zivilstatistiken in der Lehramtsausbildung
D. Frischemeier, S. Podworny, R. Biehler, Stochastik in Der Schule 39 (2019) 26–33.
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D. Frischemeier, S. Podworny, R. Biehler, Stochastik in Der Schule 39 (2019) 26–33.
2018 | Book (Editor) | LibreCat-ID: 56354
Paderborn symposium on data science education at school level 2017: The collected extended abstracts. Universitätsbibliothek Paderborn
R. Biehler, L. Budde, D. Frischemeier, B. Heinemann, S. Podworny, C. Schulte, T. Wassong, eds., Paderborn Symposium on Data Science Education at School Level 2017: The Collected Extended Abstracts. Universitätsbibliothek Paderborn, Universitätsbibliothek Paderborn, 2018.
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R. Biehler, L. Budde, D. Frischemeier, B. Heinemann, S. Podworny, C. Schulte, T. Wassong, eds., Paderborn Symposium on Data Science Education at School Level 2017: The Collected Extended Abstracts. Universitätsbibliothek Paderborn, Universitätsbibliothek Paderborn, 2018.
2018 | Journal Article | LibreCat-ID: 56361
Elementary preservice teachers’ reasoning about statistical modeling in a civic statistics context
R. Biehler, D. Frischemeier, S. Podworny, ZDM 50 (2018) 1237–1251.
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R. Biehler, D. Frischemeier, S. Podworny, ZDM 50 (2018) 1237–1251.