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.
2018 | Journal Article | LibreCat-ID: 56360
Civic Engagement in Higher Education: A university course in civic statistics for mathematics preservice teachers - Civic Engagement in Higher Education: A university course in civic statistics for mathematics preservice teachers
R. Biehler, D. Frischemeier, S. Podworny, Zeitschrift Für Hochschulentwicklung 13 (2018) 169–182.
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R. Biehler, D. Frischemeier, S. Podworny, Zeitschrift Für Hochschulentwicklung 13 (2018) 169–182.
2018 | Journal Article | LibreCat-ID: 56362
Data Science and Big Data in Upper Secondary Schools: A Module to Build up First Components of Statistical Thinking in a Data Science Curriculum
R. Biehler, D. Frischemeier, S. Podworny, T. Wassong, L. Budde, B. Heinemann, C. Schulte, Archives of Data Science, Series A 5 (2018).
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R. Biehler, D. Frischemeier, S. Podworny, T. Wassong, L. Budde, B. Heinemann, C. Schulte, Archives of Data Science, Series A 5 (2018).
2018 | Conference Paper | LibreCat-ID: 56711
Drafting a Data Science Curriculum for Secondary Schools
B. Heinemann, S. Opel, L. Budde, C. Schulte, D. Frischemeier, R. Biehler, S. Podworny, T. Wassong, in: Proceedings of the 18th Koli Calling International Conference on Computing Education Research, November 22–25, 2018, Koli, Finland, ACM, NY, USA, 2018.
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B. Heinemann, S. Opel, L. Budde, C. Schulte, D. Frischemeier, R. Biehler, S. Podworny, T. Wassong, in: Proceedings of the 18th Koli Calling International Conference on Computing Education Research, November 22–25, 2018, Koli, Finland, ACM, NY, USA, 2018.
2018 | Journal Article | LibreCat-ID: 56710
Data Science and Big Data in Upper Secondary Schools: What Should Be Discussed From a Perspective of Computer Science Education?
B. Heinemann, L. Budde, C. Schulte, R. Biehler, D. Frischemeier, S. Podworny, T. Wassong, Archives of Data Science, Series A 5 (2018) 1–18.
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B. Heinemann, L. Budde, C. Schulte, R. Biehler, D. Frischemeier, S. Podworny, T. Wassong, Archives of Data Science, Series A 5 (2018) 1–18.
2018 | Book Chapter | LibreCat-ID: 56794
Zivilstatistisches Wissen in der Lehramtsausbildung fördern: Design und Durchführung eines univer-sitären Seminars für Lehramtsstudierende der Mathematik
S. Podworny, D. Frischemeier, R. Biehler, in: Fachgruppe Didaktik der Mathematik der Universität Paderborn (Ed.), Beiträge zum Mathematikunterricht 2018, Band III, WTM-Verlag, Münster, 2018, pp. 1423–1426.
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S. Podworny, D. Frischemeier, R. Biehler, in: Fachgruppe Didaktik der Mathematik der Universität Paderborn (Ed.), Beiträge zum Mathematikunterricht 2018, Band III, WTM-Verlag, Münster, 2018, pp. 1423–1426.
2018 | Book Chapter | LibreCat-ID: 56795
Enhancing civic statistical knowledge of secondary preservice teachers for mathematics
S. Podworny, D. Frischemeier, R. Biehler, in: M.A. Sorto, A. White, L. Guyot (Eds.), Looking Back, Looking Forward. Proceedings of the Tenth International Conference on Teaching Sta-Tistics (ICOTS10, July, 2018), Kyoto, Japan, International Statistical Institute, Voorburg, The Netherlands, 2018.
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S. Podworny, D. Frischemeier, R. Biehler, in: M.A. Sorto, A. White, L. Guyot (Eds.), Looking Back, Looking Forward. Proceedings of the Tenth International Conference on Teaching Sta-Tistics (ICOTS10, July, 2018), Kyoto, Japan, International Statistical Institute, Voorburg, The Netherlands, 2018.
2018 | Book Chapter | LibreCat-ID: 56796
Reale Datenkompetenz im Unterricht fördern
C. Wassner, S. Podworny, R. Biehler, in: Fachgruppe Didaktik der Mathematik der Universität Paderborn (Ed.), Beiträge zum Mathematikunterricht 2018, Band IV, WTM-Verlag, Münster, 2018, pp. 1923–1926.
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C. Wassner, S. Podworny, R. Biehler, in: Fachgruppe Didaktik der Mathematik der Universität Paderborn (Ed.), Beiträge zum Mathematikunterricht 2018, Band IV, WTM-Verlag, Münster, 2018, pp. 1923–1926.
2018 | Book Chapter | LibreCat-ID: 56708
Activities for promoting civic statistical knowledge of preservice teachers
D. Frischemeier, S. Podworny, R. Biehler, in: P. Kovács (Ed.), Proceedings of Challenges and Innovations in Statistics Education Multiplier Conference of ProCivicStat, University of Szeged, 2018.
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D. Frischemeier, S. Podworny, R. Biehler, in: P. Kovács (Ed.), Proceedings of Challenges and Innovations in Statistics Education Multiplier Conference of ProCivicStat, University of Szeged, 2018.
2017 | Journal Article | LibreCat-ID: 56896
Elementary preservice teachers´ reasoning about modeling a "family factory" with TinkerPlots - A pilot study
R. Biehler, D. Frischemeier, S. Podworny, Statistics Education Research Journal 16 (2017) 244–286.
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R. Biehler, D. Frischemeier, S. Podworny, Statistics Education Research Journal 16 (2017) 244–286.
2017 | Journal Article | LibreCat-ID: 56895
Reasoning about models and modelling in the context of informal statistical inference
R. Biehler, D. Frischemeier, S. Podworny, Statistics Education Research Journal 16 (2017) 8–12.
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R. Biehler, D. Frischemeier, S. Podworny, Statistics Education Research Journal 16 (2017) 8–12.
2017 | Conference Paper | LibreCat-ID: 56894
Design, realization and evaluation of a university course for preservice teachers on developing statistical reasoning and literacy with a focus on civic statistics
R. Biehler, D. Frischemeier, S. Podworny, in: 2017.
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R. Biehler, D. Frischemeier, S. Podworny, in: 2017.
2017 | Book Chapter | LibreCat-ID: 56906
Design, Realization and Evaluation of a statistics course for preservice teachers for primary school in Germany
S. Podworny, D. Frischemeier, R. Biehler, in: A. Molnar (Ed.), Teaching Statistics in a Data Rich World. Proceedings of the Satellite Conference of the International Association of Statistics Education (IASE), July 2017, Rabat, Marocco, 2017.
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S. Podworny, D. Frischemeier, R. Biehler, in: A. Molnar (Ed.), Teaching Statistics in a Data Rich World. Proceedings of the Satellite Conference of the International Association of Statistics Education (IASE), July 2017, Rabat, Marocco, 2017.
2016 | Journal Article | LibreCat-ID: 56974
Stochastische Simulationen mit TinkerPlots–Von einfachen Zufallsexperimenten zum informellen Hypothesentesten
R. Biehler, D. Frischemeier, S. Podworny, Stochastik in der Schule 36 (2016) 22–27.
LibreCat
R. Biehler, D. Frischemeier, S. Podworny, Stochastik in der Schule 36 (2016) 22–27.
2015 | Book Chapter | LibreCat-ID: 57044
Preservice teachers reasoning about uncertainty in the context of randomization tests
R. Biehler, D. Frischemeier, S. Podworny, in: A. Zieffler, E. Fry (Eds.), Reasoning about Uncertainty: Learning and Teaching Informal Inferential Reasoning, Catalyst Press, Minneapolis, Minnesota, 2015, pp. 129–162.
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R. Biehler, D. Frischemeier, S. Podworny, in: A. Zieffler, E. Fry (Eds.), Reasoning about Uncertainty: Learning and Teaching Informal Inferential Reasoning, Catalyst Press, Minneapolis, Minnesota, 2015, pp. 129–162.
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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| Download (ext.)
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.
LibreCat
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.
LibreCat
| Download (ext.)
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.
LibreCat
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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.
LibreCat
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.
LibreCat
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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.
LibreCat
| DOI
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.
LibreCat
| DOI
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.
2018 | Journal Article | LibreCat-ID: 56360
Civic Engagement in Higher Education: A university course in civic statistics for mathematics preservice teachers - Civic Engagement in Higher Education: A university course in civic statistics for mathematics preservice teachers
R. Biehler, D. Frischemeier, S. Podworny, Zeitschrift Für Hochschulentwicklung 13 (2018) 169–182.
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R. Biehler, D. Frischemeier, S. Podworny, Zeitschrift Für Hochschulentwicklung 13 (2018) 169–182.
2018 | Journal Article | LibreCat-ID: 56362
Data Science and Big Data in Upper Secondary Schools: A Module to Build up First Components of Statistical Thinking in a Data Science Curriculum
R. Biehler, D. Frischemeier, S. Podworny, T. Wassong, L. Budde, B. Heinemann, C. Schulte, Archives of Data Science, Series A 5 (2018).
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R. Biehler, D. Frischemeier, S. Podworny, T. Wassong, L. Budde, B. Heinemann, C. Schulte, Archives of Data Science, Series A 5 (2018).
2018 | Conference Paper | LibreCat-ID: 56711
Drafting a Data Science Curriculum for Secondary Schools
B. Heinemann, S. Opel, L. Budde, C. Schulte, D. Frischemeier, R. Biehler, S. Podworny, T. Wassong, in: Proceedings of the 18th Koli Calling International Conference on Computing Education Research, November 22–25, 2018, Koli, Finland, ACM, NY, USA, 2018.
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B. Heinemann, S. Opel, L. Budde, C. Schulte, D. Frischemeier, R. Biehler, S. Podworny, T. Wassong, in: Proceedings of the 18th Koli Calling International Conference on Computing Education Research, November 22–25, 2018, Koli, Finland, ACM, NY, USA, 2018.
2018 | Journal Article | LibreCat-ID: 56710
Data Science and Big Data in Upper Secondary Schools: What Should Be Discussed From a Perspective of Computer Science Education?
B. Heinemann, L. Budde, C. Schulte, R. Biehler, D. Frischemeier, S. Podworny, T. Wassong, Archives of Data Science, Series A 5 (2018) 1–18.
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B. Heinemann, L. Budde, C. Schulte, R. Biehler, D. Frischemeier, S. Podworny, T. Wassong, Archives of Data Science, Series A 5 (2018) 1–18.
2018 | Book Chapter | LibreCat-ID: 56794
Zivilstatistisches Wissen in der Lehramtsausbildung fördern: Design und Durchführung eines univer-sitären Seminars für Lehramtsstudierende der Mathematik
S. Podworny, D. Frischemeier, R. Biehler, in: Fachgruppe Didaktik der Mathematik der Universität Paderborn (Ed.), Beiträge zum Mathematikunterricht 2018, Band III, WTM-Verlag, Münster, 2018, pp. 1423–1426.
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S. Podworny, D. Frischemeier, R. Biehler, in: Fachgruppe Didaktik der Mathematik der Universität Paderborn (Ed.), Beiträge zum Mathematikunterricht 2018, Band III, WTM-Verlag, Münster, 2018, pp. 1423–1426.
2018 | Book Chapter | LibreCat-ID: 56795
Enhancing civic statistical knowledge of secondary preservice teachers for mathematics
S. Podworny, D. Frischemeier, R. Biehler, in: M.A. Sorto, A. White, L. Guyot (Eds.), Looking Back, Looking Forward. Proceedings of the Tenth International Conference on Teaching Sta-Tistics (ICOTS10, July, 2018), Kyoto, Japan, International Statistical Institute, Voorburg, The Netherlands, 2018.
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S. Podworny, D. Frischemeier, R. Biehler, in: M.A. Sorto, A. White, L. Guyot (Eds.), Looking Back, Looking Forward. Proceedings of the Tenth International Conference on Teaching Sta-Tistics (ICOTS10, July, 2018), Kyoto, Japan, International Statistical Institute, Voorburg, The Netherlands, 2018.
2018 | Book Chapter | LibreCat-ID: 56796
Reale Datenkompetenz im Unterricht fördern
C. Wassner, S. Podworny, R. Biehler, in: Fachgruppe Didaktik der Mathematik der Universität Paderborn (Ed.), Beiträge zum Mathematikunterricht 2018, Band IV, WTM-Verlag, Münster, 2018, pp. 1923–1926.
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C. Wassner, S. Podworny, R. Biehler, in: Fachgruppe Didaktik der Mathematik der Universität Paderborn (Ed.), Beiträge zum Mathematikunterricht 2018, Band IV, WTM-Verlag, Münster, 2018, pp. 1923–1926.
2018 | Book Chapter | LibreCat-ID: 56708
Activities for promoting civic statistical knowledge of preservice teachers
D. Frischemeier, S. Podworny, R. Biehler, in: P. Kovács (Ed.), Proceedings of Challenges and Innovations in Statistics Education Multiplier Conference of ProCivicStat, University of Szeged, 2018.
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D. Frischemeier, S. Podworny, R. Biehler, in: P. Kovács (Ed.), Proceedings of Challenges and Innovations in Statistics Education Multiplier Conference of ProCivicStat, University of Szeged, 2018.
2017 | Journal Article | LibreCat-ID: 56896
Elementary preservice teachers´ reasoning about modeling a "family factory" with TinkerPlots - A pilot study
R. Biehler, D. Frischemeier, S. Podworny, Statistics Education Research Journal 16 (2017) 244–286.
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R. Biehler, D. Frischemeier, S. Podworny, Statistics Education Research Journal 16 (2017) 244–286.
2017 | Journal Article | LibreCat-ID: 56895
Reasoning about models and modelling in the context of informal statistical inference
R. Biehler, D. Frischemeier, S. Podworny, Statistics Education Research Journal 16 (2017) 8–12.
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R. Biehler, D. Frischemeier, S. Podworny, Statistics Education Research Journal 16 (2017) 8–12.
2017 | Conference Paper | LibreCat-ID: 56894
Design, realization and evaluation of a university course for preservice teachers on developing statistical reasoning and literacy with a focus on civic statistics
R. Biehler, D. Frischemeier, S. Podworny, in: 2017.
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R. Biehler, D. Frischemeier, S. Podworny, in: 2017.
2017 | Book Chapter | LibreCat-ID: 56906
Design, Realization and Evaluation of a statistics course for preservice teachers for primary school in Germany
S. Podworny, D. Frischemeier, R. Biehler, in: A. Molnar (Ed.), Teaching Statistics in a Data Rich World. Proceedings of the Satellite Conference of the International Association of Statistics Education (IASE), July 2017, Rabat, Marocco, 2017.
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S. Podworny, D. Frischemeier, R. Biehler, in: A. Molnar (Ed.), Teaching Statistics in a Data Rich World. Proceedings of the Satellite Conference of the International Association of Statistics Education (IASE), July 2017, Rabat, Marocco, 2017.
2016 | Journal Article | LibreCat-ID: 56974
Stochastische Simulationen mit TinkerPlots–Von einfachen Zufallsexperimenten zum informellen Hypothesentesten
R. Biehler, D. Frischemeier, S. Podworny, Stochastik in der Schule 36 (2016) 22–27.
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R. Biehler, D. Frischemeier, S. Podworny, Stochastik in der Schule 36 (2016) 22–27.
2015 | Book Chapter | LibreCat-ID: 57044
Preservice teachers reasoning about uncertainty in the context of randomization tests
R. Biehler, D. Frischemeier, S. Podworny, in: A. Zieffler, E. Fry (Eds.), Reasoning about Uncertainty: Learning and Teaching Informal Inferential Reasoning, Catalyst Press, Minneapolis, Minnesota, 2015, pp. 129–162.
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R. Biehler, D. Frischemeier, S. Podworny, in: A. Zieffler, E. Fry (Eds.), Reasoning about Uncertainty: Learning and Teaching Informal Inferential Reasoning, Catalyst Press, Minneapolis, Minnesota, 2015, pp. 129–162.