Effects of the Amount of Activity on the Learning of Data Analysis and Sampling Distribution in the Context of Statistics Teaching: an Imperfect Comparison
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| Natura: | Artículo científico |
| Lingua: | en |
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Universidad Nacional de Colombia
2012
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| _version_ | 1876436667612528640 |
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| author | Javier Alejandro Corredor |
| author_facet | Javier Alejandro Corredor |
| contents | Effects of the Amount of Activity on the Learning of Data Analysis and Sampling Distribution in the Context of Statistics Teaching: an Imperfect Comparison Javier Alejandro Corredor Psicología simulation data analysis online resources new technologies Statistical reasoning This article examined the tradeoff between data analysis and simulations in the learning of statistics. In order to do this, the article compared two different interventions aimed at teaching statistics. One intervention used data analysis tools and focused on examples and long exercises that required students to interpret data. The other intervention used simulations and focused on formal aspects of probability related to statistical inference. Then, both perspectives were contrasted in their effectiveness to teach ANOVA. The intervention that used simulations improved students’ knowledge about probability, sampling and sample size effects. The intervention that used data analysis tools showed no significant effects on students’ data analysis knowledge. 2012 artículo científico 0121-5469 https://www.redalyc.org/articulo.oa?id=80425037009 en http://www.redalyc.org/revista.oa?id=804 Revista Colombiana de Psicología application/pdf Universidad Nacional de Colombia Revista Colombiana de Psicología (Colombia) Num.2 Vol.21 |
| format | Artículo científico |
| id | redalyc_80425037009 |
| institution | Redalyc |
| language | en |
| publishDate | 2012 |
| publisher | Universidad Nacional de Colombia |
| spellingShingle | Effects of the Amount of Activity on the Learning of Data Analysis and Sampling Distribution in the Context of Statistics Teaching: an Imperfect Comparison Javier Alejandro Corredor Psicología simulation data analysis online resources new technologies Statistical reasoning Effects of the Amount of Activity on the Learning of Data Analysis and Sampling Distribution in the Context of Statistics Teaching: an Imperfect Comparison Javier Alejandro Corredor Psicología simulation data analysis online resources new technologies Statistical reasoning This article examined the tradeoff between data analysis and simulations in the learning of statistics. In order to do this, the article compared two different interventions aimed at teaching statistics. One intervention used data analysis tools and focused on examples and long exercises that required students to interpret data. The other intervention used simulations and focused on formal aspects of probability related to statistical inference. Then, both perspectives were contrasted in their effectiveness to teach ANOVA. The intervention that used simulations improved students’ knowledge about probability, sampling and sample size effects. The intervention that used data analysis tools showed no significant effects on students’ data analysis knowledge. 2012 artículo científico 0121-5469 https://www.redalyc.org/articulo.oa?id=80425037009 en http://www.redalyc.org/revista.oa?id=804 Revista Colombiana de Psicología application/pdf Universidad Nacional de Colombia Revista Colombiana de Psicología (Colombia) Num.2 Vol.21 |
| title | Effects of the Amount of Activity on the Learning of Data Analysis and Sampling Distribution in the Context of Statistics Teaching: an Imperfect Comparison |
| topic | Psicología simulation data analysis online resources new technologies Statistical reasoning |
| url | https://www.redalyc.org/articulo.oa?id=80425037009 |