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Web-based undergraduate chemistry problem-solving: The interplay of task performance, domain knowledge and web-searching strategies

机译:基于网络的本科生化学问题解决:任务绩效,领域知识和网络搜索策略的相互作用

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摘要

This study investigates the effect of Web-based Chemistry Problem-Solving, with the attributes of Web-searching and problem-solving scaffolds, on undergraduate students' problem-solving task performance. In addition, the nature and extent of Web-searching strategies students used and its correlation with task performance and domain knowledge also were examined. We recruited a total of 183 undergraduate students, all of whom are taking the freshman chemistry course, to participate in the study to solve three chemistry tasks across a semester. Mandated screen-capture software captured participants' on-screen Web-searching processes were recorded every five seconds. Results demonstrated that students' problem-solving performance was significantly improved from task 1 to 3, and students with more domain knowledge outperformed students with less domain knowledge. Students with higher problem-solving performance employed more existing knowledge and metacognitive Web-searching strategies; and students with lower problem-solving performance employed more cognitive Web-searching strategies. In addition, students' problem-solving performance was correlated with their domain knowledge, use of existing knowledge, and metacognitive Web-searching strategies. Moreover, students' use of existing knowledge was the major factor for predicting their problem-solving performance according to the regression model.
机译:本研究以网络搜索和问题解决支架的属性为基础,研究基于网络的化学问题解决对大学生解决问题的任务绩效的影响。此外,还检查了学生使用网络搜索策略的性质和范围,以及其与任务绩效和领域知识的相关性。我们总共招募了183名本科生,他们都参加了新生化学课程,他们将参加该研究以解决整个学期的三项化学任务。强制性的屏幕捕获软件每五秒钟记录一次捕获的参与者在屏幕上进行的Web搜索过程。结果表明,从任务1到3,学生的解决问题的能力得到了显着提高,具有更多领域知识的学生要胜过具有较少领域知识的学生。解决问题能力更高的学生使用了更多的现有知识和元认知的网络搜索策略;解决问题性能较低的学生则采用了更多的认知网络搜索策略。此外,学生的解决问题能力与他们的领域知识,现有知识的使用以及元认知网络搜索策略相关。此外,根据回归模型,学生对现有知识的使用是预测他们解决问题能力的主要因素。

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