38 Publications
2025 | Journal Article | LibreCat-ID: 58353 |

Podworny S, Biehler R, Fleischer Y. Young students’ engagement with data to create decision trees. ZDM – Mathematics Education. Published online 2025. doi:10.1007/s11858-024-01649-w
LibreCat
| DOI
| Download (ext.)
2024 | Journal Article | LibreCat-ID: 55667 |

Fleischer FY, Podworny S, Biehler R. Teaching and Learning to Construct Data-Based Decision Trees Using Data Cards as the First Introduction to Machine Learning in Middle School. Statistics Education Research Journal. 2024;23(1). doi:10.52041/serj.v23i1.450
LibreCat
| DOI
| Download (ext.)
2024 | Conference Paper | LibreCat-ID: 59467 |

Miller KM, Polman JL, Yoon SA, et al. Data and Social Worlds: How Data Science Education Supports Civic Participation and Social Discourse. In: Lindgren R, Asino TI, Kyza EA, Looi CK, Keifert DT, Suárez E, eds. Proceedings of the 18th International Conference of the Learning Sciences-ICLS 2024. International Society of the Learning Sciences; 2024:1863-1870.
LibreCat
| Files available
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 48100 |

Wilkerson M, Ben-Zvi D, Dvir M, et al. K-12 Data Science Education: Outcomes of a National Workshop; International Perspectives; and Next Steps for the Learning Sciences. In: Slotta JD, Charles ES, eds. General Proceedings of the ISLS Annual Meeting: Building Knowledge and Sustaining Our Community. ISLS; 2023:76-79.
LibreCat
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 48101
Podworny S, Frischemeier D. Minisymposium Data Science. 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; 2023.
LibreCat
2022 | Book Chapter | LibreCat-ID: 48106 |

Podworny S, Fleischer Y. An approach to teaching data science in middle school. In: Jankvist UT, Elicer R, Clark-Wilson A, Weigand H-G, Thomson M, eds. Proceedings of the 15th International Conference on Technology in Mathematics Teaching (ICTMT 15). Danish School of Education; 2022:308-315.
LibreCat
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 48107 |

Podworny S, Fleischer Y, Stroop D, Biehler R. An example of rich, real and multivariate survey data for use in school. In: ; 2022.
LibreCat
| Download (ext.)
2022 | Journal Article | LibreCat-ID: 48104
Podworny S. Vokabeln lernen im Schlaf? Statistische Testprozeduren verstehen. mathematik lehren. 2022;232:36-40.
LibreCat
2022 | Conference Paper | LibreCat-ID: 35674
Fleischer FY, Hüsing S, Biehler R, Podworny S, Schulte C. Jupyter Notebooks for Teaching, Learning, and Doing Data Science. In: Peters SA, Zapata-Cardona L, Bonafini F, Fan A, 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. doi:10.52041/iase.icots11.t10e3
LibreCat
| DOI
2022 | Book Chapter | LibreCat-ID: 43231
Podworny S, Frischemeier D, Biehler R. Civic Statistics for Prospective Teachers: Developing Content and Pedagogical Content Knowledge Through Project Work. In: Statistics for Empowerment and Social Engagement. Springer International Publishing; 2022. doi:10.1007/978-3-031-20748-8_15
LibreCat
| DOI
| Download (ext.)
2022 | Book Chapter | LibreCat-ID: 43230
Frischemeier D, Podworny S, Biehler R. Data Visualization Packages for Non-inferential Civic Statistics in High School Classrooms. In: Statistics for Empowerment and Social Engagement. Springer International Publishing; 2022:199-236. doi:10.1007/978-3-031-20748-8_9
LibreCat
| DOI
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 39064
Podworny S, Fleischer FY, Stroop D, Biehler R. An example of rich, real and multivariate survey data for use in school. In: ; 2022.
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 48162
Höper L, Podworny S, Hüsing S, et al. Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz. In: ; 2021:345-345.
LibreCat
| Download (ext.)
2021 | Journal Article | LibreCat-ID: 35781
Podworny S, Biehler R. The process of actively building a model for a randomization test – insights into learners’ modeling activities based on a case study. Mathematical Thinking and Learning. 2021;24(4):291-311. doi:10.1080/10986065.2021.1922837
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 35751
Frischemeier D, Biehler R, Podworny S, Budde L. A first introduction to data science education in secondary schools: Teaching and learning about data exploration with<scp>CODAP</scp>using survey data. Teaching Statistics. 2021;43(S1):S182-S189. doi:10.1111/test.12283
LibreCat
| DOI
2021 | Book Chapter | LibreCat-ID: 56204
Frischemeier D, Podworny S, Biehler R. Integration fachwissenschaftlicher und fachdidaktischer Komponenten in der Lehramtsausbildung Mathematik Grundschule am Beispiel einer Veranstaltung zur Leitidee „Daten, Häufigkeit und Wahrscheinlichkeit“. In: Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik. Springer Berlin Heidelberg; 2021. doi:10.1007/978-3-662-62854-6_11
LibreCat
| DOI
| Download (ext.)
2020 | Conference Paper | LibreCat-ID: 35814
Biehler R, Fleischer FY, Budde L, et al. 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. In: Arnold P, 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; 2020.
LibreCat
2020 | Book Chapter | LibreCat-ID: 35821
Budde L, Frischemeier D, Biehler R, et al. Data Science Education in Secondary School: How to Develop Statistical Reasoning When Exploring Data Using CODAP. In: Arnold P, 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; 2020.
LibreCat
| Files available
| Download (ext.)
2019 | Journal Article | LibreCat-ID: 56248
Engel J, Biehler R, Frischemeier D, Podworny S, Schiller A, Martignon L. Erratum to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy und Statistical Literacy. AStA Wirtschafts- und Sozialstatistisches Archiv. 2019;14(1):113-114. doi:10.1007/s11943-019-00266-4
LibreCat
| DOI
| Download (ext.)
2019 | Journal Article | LibreCat-ID: 56252
Frischemeier D, Podworny S, Biehler R. Chancen und Herausforderungen für die Implementation von Zivilstatistiken in der Lehramtsausbildung. Stochastik in der Schule. 2019;39(1):26-33.
LibreCat
2018 | Book (Editor) | LibreCat-ID: 56354
Biehler R, Budde L, Frischemeier D, et al., eds. Paderborn Symposium on Data Science Education at School Level 2017: The Collected Extended Abstracts. Universitätsbibliothek Paderborn. Universitätsbibliothek Paderborn; 2018.
LibreCat
| Download (ext.)
2018 | Journal Article | LibreCat-ID: 56361
Biehler R, Frischemeier D, Podworny S. Elementary preservice teachers’ reasoning about statistical modeling in a civic statistics context. ZDM. 2018;50(7):1237-1251. doi:10.1007/s11858-018-1001-x
LibreCat
| DOI
| Download (ext.)
2018 | Journal Article | LibreCat-ID: 56360
Biehler R, Frischemeier D, Podworny S. 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. Zeitschrift für Hochschulentwicklung. 2018;13(2):169-182. doi:10.3217/ZFHE-13-02/11
LibreCat
| DOI
| Download (ext.)
2018 | Journal Article | LibreCat-ID: 56362
Biehler R, Frischemeier D, Podworny S, et al. Data Science and Big Data in Upper Secondary Schools: A Module to Build up First Components of Statistical Thinking in a Data Science Curriculum. Archives of Data Science, Series A. 2018;5(1). doi:10.5445/KSP/1000087327/28
LibreCat
| DOI
| Download (ext.)
2018 | Conference Paper | LibreCat-ID: 56711
Heinemann B, Opel S, Budde L, et al. Drafting a Data Science Curriculum for Secondary Schools. In: Proceedings of the 18th Koli Calling International Conference on Computing Education Research, November 22–25, 2018, Koli, Finland. ACM; 2018. doi:10.1145/3279720.3279737
LibreCat
| DOI
| Download (ext.)
2018 | Journal Article | LibreCat-ID: 56710
Heinemann B, Budde L, Schulte C, et al. Data Science and Big Data in Upper Secondary Schools: What Should Be Discussed From a Perspective of Computer Science Education? Archives of Data Science, Series A. 2018;5(1):1–18.
LibreCat
| Download (ext.)
2018 | Book Chapter | LibreCat-ID: 56794
Podworny S, Frischemeier D, Biehler R. Zivilstatistisches Wissen in der Lehramtsausbildung fördern: Design und Durchführung eines univer-sitären Seminars für Lehramtsstudierende der Mathematik. In: Fachgruppe Didaktik der Mathematik der Universität Paderborn, ed. Beiträge zum Mathematikunterricht 2018, Band III. WTM-Verlag; 2018:1423-1426.
LibreCat
| Download (ext.)
2018 | Book Chapter | LibreCat-ID: 56795
Podworny S, Frischemeier D, Biehler R. Enhancing civic statistical knowledge of secondary preservice teachers for mathematics. In: Sorto MA, White A, Guyot L, eds. Looking Back, Looking Forward. Proceedings of the Tenth International Conference on Teaching Sta-Tistics (ICOTS10, July, 2018), Kyoto, Japan. International Statistical Institute; 2018.
LibreCat
| Download (ext.)
2018 | Book Chapter | LibreCat-ID: 56796
Wassner C, Podworny S, Biehler R. Reale Datenkompetenz im Unterricht fördern. In: Fachgruppe Didaktik der Mathematik der Universität Paderborn, ed. Beiträge zum Mathematikunterricht 2018, Band IV. WTM-Verlag; 2018:1923-1926.
LibreCat
| Download (ext.)
2018 | Book Chapter | LibreCat-ID: 56708
Frischemeier D, Podworny S, Biehler R. Activities for promoting civic statistical knowledge of preservice teachers. In: Kovács P, ed. Proceedings of Challenges and Innovations in Statistics Education Multiplier Conference of ProCivicStat. University of Szeged; 2018.
LibreCat
| Files available
| Download (ext.)
2017 | Journal Article | LibreCat-ID: 56896
Biehler R, Frischemeier D, Podworny S. Elementary preservice teachers´ reasoning about modeling a “family factory” with TinkerPlots - A pilot study. Statistics Education Research Journal. 2017;16(2):244–286.
LibreCat
| Download (ext.)
2017 | Journal Article | LibreCat-ID: 56895
Biehler R, Frischemeier D, Podworny S. Reasoning about models and modelling in the context of informal statistical inference. Statistics Education Research Journal. 2017;16(2):8–12.
LibreCat
| Download (ext.)
2017 | Conference Paper | LibreCat-ID: 56894
Biehler R, Frischemeier D, Podworny S. Design, realization and evaluation of a university course for preservice teachers on developing statistical reasoning and literacy with a focus on civic statistics. In: ; 2017.
LibreCat
2017 | Book Chapter | LibreCat-ID: 56906
Podworny S, Frischemeier D, Biehler R. Design, Realization and Evaluation of a statistics course for preservice teachers for primary school in Germany. In: Molnar A, ed. Teaching Statistics in a Data Rich World. Proceedings of the Satellite Conference of the International Association of Statistics Education (IASE), July 2017. ; 2017.
LibreCat
| Download (ext.)
2016 | Journal Article | LibreCat-ID: 56974
Biehler R, Frischemeier D, Podworny S. Stochastische Simulationen mit TinkerPlots–Von einfachen Zufallsexperimenten zum informellen Hypothesentesten. Stochastik in der Schule. 2016;36(1):22–27.
LibreCat
2015 | Book Chapter | LibreCat-ID: 57044
Biehler R, Frischemeier D, Podworny S. Preservice teachers reasoning about uncertainty in the context of randomization tests. In: Zieffler A, Fry E, eds. Reasoning about Uncertainty: Learning and Teaching Informal Inferential Reasoning. Catalyst Press; 2015:129–162.
LibreCat
| Download (ext.)
2014 | Book Chapter | LibreCat-ID: 57420
Podworny S, Biehler R. A learning trajectory on hypothesis testing with TinkerPlots - design and exploratory evaluation. In: Makar K, d. Sousa B, Gould R, eds. Sustainability in Statistics Education. Proceedings of the Ninth International Conference on Teaching Statistics (ICOTS9, July, 2014), Flagstaff, Arizona, USA. ISA; 2014.
LibreCat
| Download (ext.)
2013 | Book Chapter | LibreCat-ID: 57427
Biehler R, Podworny S. TinkerPlots 2.0: von realen Handlungen über Computersimulationen zum stochastischen Denken. In: Greefrath G, Käpnick F, Stein M, eds. Beiträge zum Mathematikunterricht 2013, Band 1. WTM-Verlag; 2013:144-147.
LibreCat
| Download (ext.)
38 Publications
2025 | Journal Article | LibreCat-ID: 58353 |

Podworny S, Biehler R, Fleischer Y. Young students’ engagement with data to create decision trees. ZDM – Mathematics Education. Published online 2025. doi:10.1007/s11858-024-01649-w
LibreCat
| DOI
| Download (ext.)
2024 | Journal Article | LibreCat-ID: 55667 |

Fleischer FY, Podworny S, Biehler R. Teaching and Learning to Construct Data-Based Decision Trees Using Data Cards as the First Introduction to Machine Learning in Middle School. Statistics Education Research Journal. 2024;23(1). doi:10.52041/serj.v23i1.450
LibreCat
| DOI
| Download (ext.)
2024 | Conference Paper | LibreCat-ID: 59467 |

Miller KM, Polman JL, Yoon SA, et al. Data and Social Worlds: How Data Science Education Supports Civic Participation and Social Discourse. In: Lindgren R, Asino TI, Kyza EA, Looi CK, Keifert DT, Suárez E, eds. Proceedings of the 18th International Conference of the Learning Sciences-ICLS 2024. International Society of the Learning Sciences; 2024:1863-1870.
LibreCat
| Files available
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 48100 |

Wilkerson M, Ben-Zvi D, Dvir M, et al. K-12 Data Science Education: Outcomes of a National Workshop; International Perspectives; and Next Steps for the Learning Sciences. In: Slotta JD, Charles ES, eds. General Proceedings of the ISLS Annual Meeting: Building Knowledge and Sustaining Our Community. ISLS; 2023:76-79.
LibreCat
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 48101
Podworny S, Frischemeier D. Minisymposium Data Science. 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; 2023.
LibreCat
2022 | Book Chapter | LibreCat-ID: 48106 |

Podworny S, Fleischer Y. An approach to teaching data science in middle school. In: Jankvist UT, Elicer R, Clark-Wilson A, Weigand H-G, Thomson M, eds. Proceedings of the 15th International Conference on Technology in Mathematics Teaching (ICTMT 15). Danish School of Education; 2022:308-315.
LibreCat
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 48107 |

Podworny S, Fleischer Y, Stroop D, Biehler R. An example of rich, real and multivariate survey data for use in school. In: ; 2022.
LibreCat
| Download (ext.)
2022 | Journal Article | LibreCat-ID: 48104
Podworny S. Vokabeln lernen im Schlaf? Statistische Testprozeduren verstehen. mathematik lehren. 2022;232:36-40.
LibreCat
2022 | Conference Paper | LibreCat-ID: 35674
Fleischer FY, Hüsing S, Biehler R, Podworny S, Schulte C. Jupyter Notebooks for Teaching, Learning, and Doing Data Science. In: Peters SA, Zapata-Cardona L, Bonafini F, Fan A, 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. doi:10.52041/iase.icots11.t10e3
LibreCat
| DOI
2022 | Book Chapter | LibreCat-ID: 43231
Podworny S, Frischemeier D, Biehler R. Civic Statistics for Prospective Teachers: Developing Content and Pedagogical Content Knowledge Through Project Work. In: Statistics for Empowerment and Social Engagement. Springer International Publishing; 2022. doi:10.1007/978-3-031-20748-8_15
LibreCat
| DOI
| Download (ext.)
2022 | Book Chapter | LibreCat-ID: 43230
Frischemeier D, Podworny S, Biehler R. Data Visualization Packages for Non-inferential Civic Statistics in High School Classrooms. In: Statistics for Empowerment and Social Engagement. Springer International Publishing; 2022:199-236. doi:10.1007/978-3-031-20748-8_9
LibreCat
| DOI
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 39064
Podworny S, Fleischer FY, Stroop D, Biehler R. An example of rich, real and multivariate survey data for use in school. In: ; 2022.
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 48162
Höper L, Podworny S, Hüsing S, et al. Zur neuen Bedeutung von Daten in Data Science und künstlicher Intelligenz. In: ; 2021:345-345.
LibreCat
| Download (ext.)
2021 | Journal Article | LibreCat-ID: 35781
Podworny S, Biehler R. The process of actively building a model for a randomization test – insights into learners’ modeling activities based on a case study. Mathematical Thinking and Learning. 2021;24(4):291-311. doi:10.1080/10986065.2021.1922837
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 35751
Frischemeier D, Biehler R, Podworny S, Budde L. A first introduction to data science education in secondary schools: Teaching and learning about data exploration with<scp>CODAP</scp>using survey data. Teaching Statistics. 2021;43(S1):S182-S189. doi:10.1111/test.12283
LibreCat
| DOI
2021 | Book Chapter | LibreCat-ID: 56204
Frischemeier D, Podworny S, Biehler R. Integration fachwissenschaftlicher und fachdidaktischer Komponenten in der Lehramtsausbildung Mathematik Grundschule am Beispiel einer Veranstaltung zur Leitidee „Daten, Häufigkeit und Wahrscheinlichkeit“. In: Konzepte und Studien zur Hochschuldidaktik und Lehrerbildung Mathematik. Springer Berlin Heidelberg; 2021. doi:10.1007/978-3-662-62854-6_11
LibreCat
| DOI
| Download (ext.)
2020 | Conference Paper | LibreCat-ID: 35814
Biehler R, Fleischer FY, Budde L, et al. 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. In: Arnold P, 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; 2020.
LibreCat
2020 | Book Chapter | LibreCat-ID: 35821
Budde L, Frischemeier D, Biehler R, et al. Data Science Education in Secondary School: How to Develop Statistical Reasoning When Exploring Data Using CODAP. In: Arnold P, 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; 2020.
LibreCat
| Files available
| Download (ext.)
2019 | Journal Article | LibreCat-ID: 56248
Engel J, Biehler R, Frischemeier D, Podworny S, Schiller A, Martignon L. Erratum to: Zivilstatistik: Konzept einer neuen Perspektive auf Data Literacy und Statistical Literacy. AStA Wirtschafts- und Sozialstatistisches Archiv. 2019;14(1):113-114. doi:10.1007/s11943-019-00266-4
LibreCat
| DOI
| Download (ext.)
2019 | Journal Article | LibreCat-ID: 56252
Frischemeier D, Podworny S, Biehler R. Chancen und Herausforderungen für die Implementation von Zivilstatistiken in der Lehramtsausbildung. Stochastik in der Schule. 2019;39(1):26-33.
LibreCat
2018 | Book (Editor) | LibreCat-ID: 56354
Biehler R, Budde L, Frischemeier D, et al., eds. Paderborn Symposium on Data Science Education at School Level 2017: The Collected Extended Abstracts. Universitätsbibliothek Paderborn. Universitätsbibliothek Paderborn; 2018.
LibreCat
| Download (ext.)
2018 | Journal Article | LibreCat-ID: 56361
Biehler R, Frischemeier D, Podworny S. Elementary preservice teachers’ reasoning about statistical modeling in a civic statistics context. ZDM. 2018;50(7):1237-1251. doi:10.1007/s11858-018-1001-x
LibreCat
| DOI
| Download (ext.)
2018 | Journal Article | LibreCat-ID: 56360
Biehler R, Frischemeier D, Podworny S. 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. Zeitschrift für Hochschulentwicklung. 2018;13(2):169-182. doi:10.3217/ZFHE-13-02/11
LibreCat
| DOI
| Download (ext.)
2018 | Journal Article | LibreCat-ID: 56362
Biehler R, Frischemeier D, Podworny S, et al. Data Science and Big Data in Upper Secondary Schools: A Module to Build up First Components of Statistical Thinking in a Data Science Curriculum. Archives of Data Science, Series A. 2018;5(1). doi:10.5445/KSP/1000087327/28
LibreCat
| DOI
| Download (ext.)
2018 | Conference Paper | LibreCat-ID: 56711
Heinemann B, Opel S, Budde L, et al. Drafting a Data Science Curriculum for Secondary Schools. In: Proceedings of the 18th Koli Calling International Conference on Computing Education Research, November 22–25, 2018, Koli, Finland. ACM; 2018. doi:10.1145/3279720.3279737
LibreCat
| DOI
| Download (ext.)
2018 | Journal Article | LibreCat-ID: 56710
Heinemann B, Budde L, Schulte C, et al. Data Science and Big Data in Upper Secondary Schools: What Should Be Discussed From a Perspective of Computer Science Education? Archives of Data Science, Series A. 2018;5(1):1–18.
LibreCat
| Download (ext.)
2018 | Book Chapter | LibreCat-ID: 56794
Podworny S, Frischemeier D, Biehler R. Zivilstatistisches Wissen in der Lehramtsausbildung fördern: Design und Durchführung eines univer-sitären Seminars für Lehramtsstudierende der Mathematik. In: Fachgruppe Didaktik der Mathematik der Universität Paderborn, ed. Beiträge zum Mathematikunterricht 2018, Band III. WTM-Verlag; 2018:1423-1426.
LibreCat
| Download (ext.)
2018 | Book Chapter | LibreCat-ID: 56795
Podworny S, Frischemeier D, Biehler R. Enhancing civic statistical knowledge of secondary preservice teachers for mathematics. In: Sorto MA, White A, Guyot L, eds. Looking Back, Looking Forward. Proceedings of the Tenth International Conference on Teaching Sta-Tistics (ICOTS10, July, 2018), Kyoto, Japan. International Statistical Institute; 2018.
LibreCat
| Download (ext.)
2018 | Book Chapter | LibreCat-ID: 56796
Wassner C, Podworny S, Biehler R. Reale Datenkompetenz im Unterricht fördern. In: Fachgruppe Didaktik der Mathematik der Universität Paderborn, ed. Beiträge zum Mathematikunterricht 2018, Band IV. WTM-Verlag; 2018:1923-1926.
LibreCat
| Download (ext.)
2018 | Book Chapter | LibreCat-ID: 56708
Frischemeier D, Podworny S, Biehler R. Activities for promoting civic statistical knowledge of preservice teachers. In: Kovács P, ed. Proceedings of Challenges and Innovations in Statistics Education Multiplier Conference of ProCivicStat. University of Szeged; 2018.
LibreCat
| Files available
| Download (ext.)
2017 | Journal Article | LibreCat-ID: 56896
Biehler R, Frischemeier D, Podworny S. Elementary preservice teachers´ reasoning about modeling a “family factory” with TinkerPlots - A pilot study. Statistics Education Research Journal. 2017;16(2):244–286.
LibreCat
| Download (ext.)
2017 | Journal Article | LibreCat-ID: 56895
Biehler R, Frischemeier D, Podworny S. Reasoning about models and modelling in the context of informal statistical inference. Statistics Education Research Journal. 2017;16(2):8–12.
LibreCat
| Download (ext.)
2017 | Conference Paper | LibreCat-ID: 56894
Biehler R, Frischemeier D, Podworny S. Design, realization and evaluation of a university course for preservice teachers on developing statistical reasoning and literacy with a focus on civic statistics. In: ; 2017.
LibreCat
2017 | Book Chapter | LibreCat-ID: 56906
Podworny S, Frischemeier D, Biehler R. Design, Realization and Evaluation of a statistics course for preservice teachers for primary school in Germany. In: Molnar A, ed. Teaching Statistics in a Data Rich World. Proceedings of the Satellite Conference of the International Association of Statistics Education (IASE), July 2017. ; 2017.
LibreCat
| Download (ext.)
2016 | Journal Article | LibreCat-ID: 56974
Biehler R, Frischemeier D, Podworny S. Stochastische Simulationen mit TinkerPlots–Von einfachen Zufallsexperimenten zum informellen Hypothesentesten. Stochastik in der Schule. 2016;36(1):22–27.
LibreCat
2015 | Book Chapter | LibreCat-ID: 57044
Biehler R, Frischemeier D, Podworny S. Preservice teachers reasoning about uncertainty in the context of randomization tests. In: Zieffler A, Fry E, eds. Reasoning about Uncertainty: Learning and Teaching Informal Inferential Reasoning. Catalyst Press; 2015:129–162.
LibreCat
| Download (ext.)
2014 | Book Chapter | LibreCat-ID: 57420
Podworny S, Biehler R. A learning trajectory on hypothesis testing with TinkerPlots - design and exploratory evaluation. In: Makar K, d. Sousa B, Gould R, eds. Sustainability in Statistics Education. Proceedings of the Ninth International Conference on Teaching Statistics (ICOTS9, July, 2014), Flagstaff, Arizona, USA. ISA; 2014.
LibreCat
| Download (ext.)
2013 | Book Chapter | LibreCat-ID: 57427
Biehler R, Podworny S. TinkerPlots 2.0: von realen Handlungen über Computersimulationen zum stochastischen Denken. In: Greefrath G, Käpnick F, Stein M, eds. Beiträge zum Mathematikunterricht 2013, Band 1. WTM-Verlag; 2013:144-147.
LibreCat
| Download (ext.)