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el desempeño de las competencias científicas de uso de pruebas y ...

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Argumentation is acknowledged as an integral part of learning science,<br />

contributing to goals such as engaging stu<strong>de</strong>nts in epistemic (scientific) practices,<br />

and emphasizing the role of discourse in the construction of scientific knowledge.<br />

Science is a social practice, and argumentation supports participation in the<br />

processes of knowledge construction, evaluation and communication (K<strong>el</strong>ly,<br />

2008a; 2011). In this perspective the practice of using evi<strong>de</strong>nce is a central feature<br />

of knowledge evaluation (Jiménez Aleixandre, 2008). However, argumentation<br />

studies have i<strong>de</strong>ntified serious shortcomings about how stu<strong>de</strong>nts use evi<strong>de</strong>nce: for<br />

instance in using criteria about empirical consistency with evi<strong>de</strong>nce in or<strong>de</strong>r to<br />

evaluate the validity of a claim (Hogan & Maglienti, 2001) or in explaining how a<br />

given piece of evi<strong>de</strong>nce provi<strong>de</strong>d support for a claim (Sandoval & Millwood,<br />

2005). In this study we are interested in i<strong>de</strong>ntifying stu<strong>de</strong>nts' difficulties in using<br />

evi<strong>de</strong>nce, and we seek to go beyond that, by characterizing increasing lev<strong>el</strong>s of<br />

complexity of the use of evi<strong>de</strong>nce, and exploring how to use these pathways to<br />

support stu<strong>de</strong>nts' engagement in this practice.<br />

The notion of learning progressions (LP) offers a fruitful perspective to address<br />

the <strong>de</strong>v<strong>el</strong>opment of the competence in using evi<strong>de</strong>nce. In the literature about LP<br />

most papers <strong>de</strong>al with scientific concepts and only a few with scientific practices,<br />

as mod<strong>el</strong>ling (Schwarz et al., 2009) and argumentation (Berland & McNeill,<br />

2010). Our study, as Berland and McNeill's addresses the scientific practice of<br />

argumentation, but differs from theirs in its focus on a particular process making<br />

part of argumentation, the use of evi<strong>de</strong>nce.<br />

The use of scientific mod<strong>el</strong>s to explain phenomena: Mod<strong>el</strong>ling and external<br />

representations<br />

Natural and physical sciences have as a goal to explain the material world. To do<br />

so, scientists use theories and mod<strong>el</strong>s. Mod<strong>el</strong>s can be <strong>de</strong>fined as representations of<br />

a phenomenon, simplifications of the phenomenon to be used in inquiries to<br />

<strong>de</strong>v<strong>el</strong>op explanations of it (Gilbert, Boulter & Elmer, 2000). These mod<strong>el</strong>s are not<br />

immutable but are continually reviewed by the scientific community using<br />

empirical and conceptual criteria. In science it is important for stu<strong>de</strong>nts to learn<br />

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