Abstract

The importance of teaching the nature of science (NOS) has been emphasized in the science curriculum, especially in the science curriculum for science-gifted students. Nevertheless, few studies concerning the structure and formation of students` mental model on NOS have been carried out. This study aimed to explore science-gifted students` understanding of `fact`, `hypothesis`, `theory`, `law`, and `scientificness` by utilizing semantic network analysis. One hundred ten science-gifted middle school students who were selected by a national university participated in this study. We collected students` written responses of five items and analyzed them by the semantic network analysis(SNA) method. As a result, the core ideas of students` understanding of `fact` were proof and reality, of `hypothesis` were tentativeness and uncertainty, of `theory` was proven hypothesis by experimentation, of `law` were absoluteness and authority, and of `scientificness` were factual evidence, verifiability, accurate and logical theoretical framework. The result of integrated semantic network illustrated that the viewpoint of science-gifted students were similar to absolutism and logical positivism (empiricism). Methodologically, this study showed that the semantic network analysis method was an useful tool for visualization of students` mental model of scientific conceptions including NOS.

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