Exploring the relationship between students’ information problem solving patterns and epistemic beliefs: a mixed methods sequential analysis study

IF 4.5 2区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH Journal of Computing in Higher Education Pub Date : 2024-02-24 DOI:10.1007/s12528-024-09396-3
Kun Huang, Victor Law, Xun Ge, Yan Chen, Ling Hu
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Abstract

Information problem solving (IPS) is an important twenty-first century skill, but it is lacking at all age levels. One type of information problem, those of an ill-structured nature that require multiple iterations of (re)defining problems and formulating emerging solutions, can be particularly challenging but have received less attention in the IPS literature. Further, the process of solving such problems often reveals, while simultaneously being impacted by, problem solvers’ epistemic beliefs. Using a self-regulated problem-solving model as an analytic framework and taking advantage of multiple data sources, this study examined college students’ self-regulatory patterns in performing an ill-structured IPS task, and compared the patterns displayed by two groups of students with more and less adaptive epistemic beliefs. Sequential analysis of behavioral data revealed different patterns between the two groups. Think-aloud data, interviews, and students’ IPS products showed three key differences between the two groups: difference in the roles of IPS task instructions, difference in the numbers and triggers of queries, and qualitative difference in iterations between page viewing and writing. The findings yielded important insights into the self-regulatory processes of IPS and the role of epistemic beliefs at different problem-solving stages. Implications are drawn for educators and learning designers for developing IPS in higher education.

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探索学生解决信息问题的模式与认识论信念之间的关系:一项混合方法序列分析研究
解决信息问题(IPS)是二十一世纪的一项重要技能,但这一技能在各个年龄段都很缺乏。有一类信息问题,即那些需要多次反复(重新)定义问题和制定新解决方案的结构不严谨的问题,可能特别具有挑战性,但在 IPS 文献中却较少受到关注。此外,解决这类问题的过程往往揭示了问题解决者的认识信念,同时也受其影响。本研究以自我调节问题解决模型为分析框架,利用多种数据来源,考察了大学生在完成结构不良的 IPS 任务时的自我调节模式,并比较了两组具有较强和较弱适应性认识信念的学生所表现出的模式。对行为数据的序列分析显示了两组学生的不同模式。思考-朗读数据、访谈和学生的 IPS 产品显示了两组学生之间的三个关键差异:IPS 任务指令角色的差异、查询数量和触发器的差异以及页面浏览和写作之间迭代的定性差异。研究结果对 IPS 的自我调节过程以及认识信念在不同问题解决阶段的作用提出了重要见解。研究结果对教育工作者和学习设计者在高等教育中开发 IPS 具有启示意义。
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来源期刊
Journal of Computing in Higher Education
Journal of Computing in Higher Education EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
15.10
自引率
3.60%
发文量
40
期刊介绍: Journal of Computing in Higher Education (JCHE) contributes to our understanding of the design, development, and implementation of instructional processes and technologies in higher education. JCHE publishes original research, literature reviews, implementation and evaluation studies, and theoretical, conceptual, and policy papers that provide perspectives on instructional technology’s role in improving access, affordability, and outcomes of postsecondary education.  Priority is given to well-documented original papers that demonstrate a strong grounding in learning theory and/or rigorous educational research design.
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