HOLLYWOOD VOLCANOES CAUSING CONCEPTUAL DAMAGE: THE InVEST VOLCANIC CONCEPT SURVEY AND STUDENT SOURCES OF KNOWLEDGE
Data collected via an accompanying demographic questionnaire suggests that students' source of knowledge (SoK) may be a key factor in the generation and proliferation of these misconceptions. Over 41% of students surveyed reported that they had acquired most of their knowledge about volcanoes from non-traditional and non-peer-reviewed sources, such as the popular media and Hollywood films. Recent research has found that even limited viewing of popular media and science-fiction films can be a significant impediment to the conceptualization of Earth science processes and the development of a scientifically literate citizenry. Statistical analysis of the InVEST survey data quantitatively supports this hypothesis.
Application of a multiple linear regression model found that SoK accounted for 7% of total score variability and that non-traditional sources were not significant predictors of high score at the p < .01 level. An expanded model controlling for key demographic factors accounted for 35% of the variability among all scores, but still found non-traditional sources to be insignificant predictors of high score even at the p < 0.05 level. In contrast, traditional SoK's (in-class learning, learning from textbooks) were highly significant predictors of high score in both models.