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<titleInfo><title>A first introduction to data science education in secondary schools: Teaching and learning about data exploration with &lt;scp&gt;CODAP&lt;/scp&gt; using survey data</title></titleInfo>


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<name type="personal">
  <namePart type="given">Daniel</namePart>
  <namePart type="family">Frischemeier</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Rolf</namePart>
  <namePart type="family">Biehler</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Susanne</namePart>
  <namePart type="family">Podworny</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Lea</namePart>
  <namePart type="family">Budde</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>














<abstract lang="eng">&lt;jats:title&gt;Abstract&lt;/jats:title&gt;&lt;jats:p&gt;In this paper, we will describe an introduction to Data Science for secondary school students. We will report on the design and implementation of an introductory unit on “Data and data detectives with CODAP” in which secondary school students used the online tool CODAP to explore real and meaningful survey data on leisure time activities and media use (so‐called JIM‐PB data) in a statistical project setting as a starting point for data science. The JIM‐PB data set served as a valuable data set that offered meaningful and exciting opportunities for data exploration for secondary school students, and CODAP proved to be a valuable tool for the first explorations of this data.&lt;/jats:p&gt;</abstract>

<originInfo><publisher>Wiley</publisher><dateIssued encoding="w3cdtf">2021</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<subject><topic>Education</topic><topic>Statistics and Probability</topic>
</subject>


<relatedItem type="host"><titleInfo><title>Teaching Statistics</title></titleInfo>
  <identifier type="issn">0141-982X</identifier>
  <identifier type="issn">1467-9639</identifier><identifier type="doi">10.1111/test.12283</identifier>
<part><detail type="volume"><number>43</number></detail><detail type="issue"><number>S1</number></detail>
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<mla>Frischemeier, Daniel, et al. “A First Introduction to Data Science Education in Secondary Schools: Teaching and Learning about Data Exploration with &amp;#60;scp&amp;#62;CODAP&amp;#60;/Scp&amp;#62; Using Survey Data.” &lt;i&gt;Teaching Statistics&lt;/i&gt;, vol. 43, no. S1, Wiley, 2021, doi:&lt;a href=&quot;https://doi.org/10.1111/test.12283&quot;&gt;10.1111/test.12283&lt;/a&gt;.</mla>
<bibtex>@article{Frischemeier_Biehler_Podworny_Budde_2021, title={A first introduction to data science education in secondary schools: Teaching and learning about data exploration with &amp;#60;scp&amp;#62;CODAP&amp;#60;/scp&amp;#62; using survey data}, volume={43}, DOI={&lt;a href=&quot;https://doi.org/10.1111/test.12283&quot;&gt;10.1111/test.12283&lt;/a&gt;}, number={S1}, journal={Teaching Statistics}, publisher={Wiley}, author={Frischemeier, Daniel and Biehler, Rolf and Podworny, Susanne and Budde, Lea}, year={2021} }</bibtex>
<ama>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 &amp;#60;scp&amp;#62;CODAP&amp;#60;/scp&amp;#62; using survey data. &lt;i&gt;Teaching Statistics&lt;/i&gt;. 2021;43(S1). doi:&lt;a href=&quot;https://doi.org/10.1111/test.12283&quot;&gt;10.1111/test.12283&lt;/a&gt;</ama>
<ieee>D. Frischemeier, R. Biehler, S. Podworny, and L. Budde, “A first introduction to data science education in secondary schools: Teaching and learning about data exploration with &amp;#60;scp&amp;#62;CODAP&amp;#60;/scp&amp;#62; using survey data,” &lt;i&gt;Teaching Statistics&lt;/i&gt;, vol. 43, no. S1, 2021, doi: &lt;a href=&quot;https://doi.org/10.1111/test.12283&quot;&gt;10.1111/test.12283&lt;/a&gt;.</ieee>
<apa>Frischemeier, D., Biehler, R., Podworny, S., &amp;#38; Budde, L. (2021). A first introduction to data science education in secondary schools: Teaching and learning about data exploration with &amp;#60;scp&amp;#62;CODAP&amp;#60;/scp&amp;#62; using survey data. &lt;i&gt;Teaching Statistics&lt;/i&gt;, &lt;i&gt;43&lt;/i&gt;(S1). &lt;a href=&quot;https://doi.org/10.1111/test.12283&quot;&gt;https://doi.org/10.1111/test.12283&lt;/a&gt;</apa>
<chicago>Frischemeier, Daniel, Rolf Biehler, Susanne Podworny, and Lea Budde. “A First Introduction to Data Science Education in Secondary Schools: Teaching and Learning about Data Exploration with &amp;#60;scp&amp;#62;CODAP&amp;#60;/Scp&amp;#62; Using Survey Data.” &lt;i&gt;Teaching Statistics&lt;/i&gt; 43, no. S1 (2021). &lt;a href=&quot;https://doi.org/10.1111/test.12283&quot;&gt;https://doi.org/10.1111/test.12283&lt;/a&gt;.</chicago>
<short>D. Frischemeier, R. Biehler, S. Podworny, L. Budde, Teaching Statistics 43 (2021).</short>
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