Missing values at the end of a test typically are the result of test takers running out of time and can as such be understood by studying test takers’ working speed. As testing moves to computer-based assessment, response times become available allowing to simulatenously model speed and ability. Integrating research on response time modeling with research on modeling missing responses, we propose using response times to model missing values due to time limits. We identify similarities between approaches used to account for not-reached items (Rose et al. in ETS Res Rep Ser 2010:i–53, 2010) and the speed-accuracy (SA) model for joint modeling of effective speed and effective ability as proposed by van der Linden (Psychometrika 72(3):287–308, 2007). In a simulation, we show (a) that the SA model can recover parameters in the presence of missing values due to time limits and (b) that the response time model, using item-level timing information rather than a count of not-reached items, results in person parameter estimates that differ from missing data IRT models applied to not-reached items. We propose using the SA model to model the missing data process and to use both, ability and speed, to describe the performance of test takers. We illustrate the application of the model in an empirical analysis.
Ohne Zusammenfassung
Die folgende Abhandlung ist die bedeutend erweiterte Ausarbeitung eines Vortrages, welcher am 9. Januar 1929 in einer Allgemeinen
Versammlung der Zoologisch-Botanischen Gesellschaft in Wien, am 15. Oktober 1929 vor der Gesellschaft für empirische Philosophie
in Berlin und am 30. Oktober 1929 in der Kantgesellschaft Karlsruhe gehalten wurde. Bei der Ausarbeitung wurde vor allem Bedacht
genommen, Tatsachen und Theorien, die sich bereits in des Verf.s „Kritischer Theorie der Formbildung” (Schaxels Abh. z. th.
B. 27, Berlin 1928) dargestellt finden, nur kurz zu behandeln, andererseits aber das genannte Werk hier durch die Verarbeitung
der dort noch nicht behandelten Ergebnisse zu erg?nzen. Auch in die Literaturangabe wurden im allgemeinen nur an jenem Orte
nicht angegebene Werke aufgenommen. Auf das erw?hnte Buch, das eine umfassende, kritische Darstellung der Theorien der Formbildung
zum Ziele hat, sei hier ein für allemal hingewiesen. 相似文献
The ability to evaluate scientific claims and evidence is an important aspect of scientific literacy and requires various epistemic competences. Readers spontaneously validate presented information against their knowledge and beliefs but differ in their ability to strategically evaluate the soundness of informal arguments. The present research investigated how students of psychology, compared to scientists working in psychology, evaluate informal arguments. Using a think-aloud procedure, we identified the specific strategies students and scientists apply when judging the plausibility of arguments and classifying common argumentation fallacies. Results indicate that students, compared to scientists, have difficulties forming these judgements and base them on intuition and opinion rather than the internal consistency of arguments. Our findings are discussed using the mental model theory framework. Although introductory students validate scientific information against their knowledge and beliefs, their judgements are often erroneous, in part because their use of strategy is immature. Implications for systematic trainings of epistemic competences are discussed. 相似文献
New Caledonian crows (Corvus moneduloides) rely heavily on a range of tools to extract prey. They manufacture novel tools, save tools for later use, and have morphological features that facilitate tool use. We report six observations, in two individuals, of a novel tool-use mode not previously reported in non-human animals. Insert-and-transport tool use involves inserting a stick into an object and then moving away, thereby transporting both object and tool. All transported objects were non-food objects. One subject used a stick to transport an object that was too large to be handled by beak, which suggests the tool facilitated object control. The function in the other cases is unclear but seems to be an expression of play or exploration. Further studies should investigate whether it is adaptive in the wild and to what extent crows can flexibly apply the behaviour in experimental settings when purposive transportation of objects is advantageous. 相似文献
Two studies were conducted to investigate effects of domain knowledge on metacognitive monitoring across the life span in materials of different complexity. Participants from 4 age groups (3rd-grade children, adolescents, younger and older adults) were compared using an expert–novice paradigm. In Study 1, soccer experts’ and novices’ ease-of-learning judgments (EOLs), judgments of learning (JOLs), and confidence judgments (CJs) were contrasted when memorizing soccer-related word pairs. In Study 2, monitoring judgments (i.e., a rating of global comprehension, JOLs, and CJs) were collected in regards to a soccer-related narrative. The results of both approaches showed that experts’ better memory performance obtained in both studies was not always accompanied by advantages in monitoring performance. In Study 1, experts of all ages outperformed novices in monitoring accuracy. In Study 2, no benefits of expertise on monitoring were found; in children, novices even surpassed experts in monitoring quality. In both studies, the most consistent influence of previous domain knowledge on monitoring performance concerned more optimistic judgments of experts compared with novices, regardless of stimuli and recall format. In sum, our results document a twofold effect of expertise on monitoring. Although domain-specific knowledge enhances monitoring performance in some situations, more optimistic estimates, presumably due to the application of a familiarity heuristic, typically reduce experts’ monitoring accuracy. 相似文献
The following essay is divided in three parts. First, while sharing in principle Harrison's hypothesis of an affinity between the sixteenth‐century Reformation and early modern science, it questions the connection between the latter and the Weberian “disenchantment of the world.” Second, it suggests a broader group of possible actors than that envisaged by Harrison in referring to virtuoso collectors and their cabinets of curiosities who are rather marginalized in Harrison's narrative. And third, it highlights (in agreement with Harrison) the physico‐theology of the second half of the seventeenth and the first half of the eighteenth century and beyond as an important temporary fusion of religion/theology and science at a time when the new science was still striving for social and religious respectability. 相似文献