Representations in problem solving in science: Directions for practice (original) (raw)

Cognitive variables in science problem solving: A review of research

2007

During the 1960s and 70s, researchers develop general problem-solving models to explain problem-solving processes (Bransford and Stein, 1984; Newell and Simon, 1972; Polya, 1957). The assumption was made that by learning abstract (decontextualized) problem solving skills, one could transfer these skills to any situation. Under the infl uence of cognitive learning theories, the last 25 years have seen a great deal of work in the study of problem solving and there is a growing consensus about the kinds of mental processes involved and the kinds of diffi culties problem solvers have. Today we know problem solving includes a complex set of cognitive, behavioural, and attitudinal components. Mayer and Wittrock (1996) defi ned problem solving as a cognitive process directed at achieving a goal when a solution method is not obvious to the problem solver. Palumbo (1990) supports problem solving as a situational and context-bound process that depends on the deep structures of knowledge and e...

A Cognitive Model to Analyse Physics and Chemistry Problem-Solving Skills: Mental Representations Implied in Solving Actions

Journal of Baltic Science Education, 2020

In physics and chemistry, the development of problem-solving skills is necessary to become an expert. A simple cognitive model to analyse such development is proposed and tested. An exploratory research was conducted with expert professors and students in initial and advanced years. A think aloud procedure was used to obtain relevant data while the participants tried to solve undefined, open problems. Solving these problems required a particular skill representative of expertise: modelling reality using science. More than 1350 solving actions were collected and related to the mental representations elaborated, developed and inter-related by solvers. The proposed model was able to account for expert-novice differences in terms of the respective distributions of solving actions among the mental representations. Large differences appeared in the mental representation of Conceptual scientific Model. In addition, advanced and initial students showed similar and significant averages of un...

The ideal science student and problem solving

Proceedings of the 7th international conference on …, 2006

We examined the nature of students' social mental models of the ideal science student, whether or not these models vary with student ethnicity, and the relationship of these models to problem solving strategies used, and problem solving ability in a robotics challenge. Participants were twenty-six, academically advanced, eleven and twelve year olds. Two social mental models were identified, a traits-based model and a robust model. While models do not appear to vary with ethnicity, a significant association was found between model group and strategy usage (p = .032). In addition, the robust group achieved higher scores on their final solution than the traits-based group (p = .03). The robust group made excellent use of the tools in the environment to solve the problem. The traits-based group did not. The robust group evidenced an environmental view of learning. The traits-based group displayed a mental representations view of learning.

Types of knowledge and their relations to problem solving in science: Directions for practice

This paper presents an overview of research into types of knowledge that are involved in problem solving and how they affect the performance of problem solvers. Some of the types of knowledge discussed are those of declarative, procedural, schematic, strategic, situational, and metacognitive and problem translating skills. Based on this discussion, directions for the enhancement of instruction in problem solving are suggested.

Analysis of Students’ Multiple representation-based Problem - solving Skills

Journal of Educational Science and Technology (EST)

This study aims to analyze the profile of students’ problem - solving skills based on multiple representation in senior high school. Problem - solving skills in solving multiple representation are very important in learning Physics. The subjects of this study were 101 students of class XII MAN 1 Ngawi. The method used in this research was quantitative descriptive method. Indicators of the problem - solving abilities that were used included approaches, visuals, applications, and procedures. The types of representation in this research instrument were verbal, figures, graphic and mathematic. The results showed that the problem - solving skills related to the indicator of approach with the form of multiple representation questions got percentages of 36% (verbal), 42% (figural), 24% (graphical), and 43% (mathematical). The visual indicators showed the percentages of 44, 29, 38, and 0 for verbal, figural, graphical, and mathematical respectively. Then the indicators of procedures obtaine...

Students’ Mental Models in Mathematics Problem-Solving

Journal of critical reviews

This study analyses the view of students' mental models in solving mathematical problems. The study employed a literature review using well-accepted and robust guidelines. Data were collected by searching books and articles of journals. Data analysis techniques were done qualitatively. The finding of this study showed that the mental model is dynamic and can describe the students' level of understanding concepts. The students' mental model of a concept can be known through the search of a consistent problem-solving process because the mental model is an internal representation involving the recall and processing of memory-owned information that aims at solving the problem. Educators must be able to know the student's mental model for learning to be more optimal.

Mental models: The role of representations in problem solving in chemistry

University Chemistry Education

A combination of techniques including field notes collected in operating classrooms, informal interviews with students in a tutorial environment, and formal structured interviews have been applied to study problem solving in chemistry among groups ranging from freshman ...

Conceptual and Procedural Knowledge in Problem Solving

Procedia - Social and Behavioral Sciences, 2012

This descriptive quantitative study aims to measure secondary year 4 students' problem solving in chemistry. A total of 200 students from four schools in one district were chosen as respondents in this study. Data were obtained through a set of test which measured "Levels of Conceptual Knowledge and Procedural Knowledge". The findings showed that the level of conceptual knowledge and procedural knowledge was weak. The results also indicated that there was a moderate correlation between problem solving based on conceptual and procedural knowledge. Accordingly, science teaching and learning strategies were presented to raise the level of conceptual and procedural knowledge among students.