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评估新手程序员的问题解决能力。

Assessment of problem solving ability in novice programmers.

机构信息

Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia.

National Education Institute Slovenia, Ljubljana, Slovenia.

出版信息

PLoS One. 2018 Sep 12;13(9):e0201919. doi: 10.1371/journal.pone.0201919. eCollection 2018.

Abstract

Problem Solving (PS) skills allow students to handle problems within an educational context. PS is a core competence of Computer Science education and affects programming success. In this vein, this paper aims to investigate PS ability performance in primary school pupils of a computer course, implemented according to the Neo-Piagetian theory of cognitive development. The study included 945 Slovenian pupils, ranging from fourth to sixth grade. The effects of gender, age and consecutive years of attending the course were examined on pupils' PS ability at the pre-operational and concrete operational stages. Pupils completed a survey questionnaire with four types of tasks (a series of statements, if-statements, loops and variables) at both stages. The analysis revealed three findings: the performance of PS ability in all tasks was, at the pre-operational stage, associated positively with performance at the concrete operational stage; there were no gender differences in PS performance at both stages, and both the grade and consecutive year of taking the computer course had an effect on PS ability performance at both stages. Those in the lowest grade and those taking the course for the first year reported lower performances than their older counterparts. These findings may help curriculum designers across the world develop efficient approaches to teaching computer courses.

摘要

问题解决(PS)技能使学生能够在教育环境中处理问题。PS 是计算机科学教育的核心能力,并且会影响编程的成功。基于此,本文旨在根据认知发展的新皮亚杰理论,研究小学生在计算机课程中解决问题的能力。该研究包括来自斯洛文尼亚四年级到六年级的 945 名学生。研究考察了性别、年龄和连续几年参加课程对学生在前运算和具体运算阶段的 PS 能力的影响。学生在两个阶段都完成了一份包含四类任务(一系列陈述、if 语句、循环和变量)的调查问卷。分析结果表明了三个发现:在所有任务中,PS 能力的表现,在前运算阶段,与在具体运算阶段的表现呈正相关;在两个阶段,PS 表现都没有性别差异,并且年级和参加计算机课程的连续年数对两个阶段的 PS 能力表现都有影响。年级最低的学生和第一年参加课程的学生比年龄较大的学生表现更差。这些发现可能有助于全球的课程设计者开发有效的计算机课程教学方法。

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