Insights from coherence in students’ scientific reasoning skills

• Published in: Heliyon 2023-07, Vol.9 (7), p.e17349-e17349, Article e17349
• Main Authors: Bhaw, N., Kriek, J., Lemmer, M.
• Format: Article
• Language: English
• Subjects: Confidence; Control of variables; Correlation reasoning; Lawson's classroom test for scientific reasoning; Probabilistic reasoning; Proportional reasoning
• ISSN: 2405-8440; 2405-8440
• DOI: 10.1016/j.heliyon.2023.e17349

Improving scientific reasoning enables students to navigate the challenges of learning science. Teachers use Lawson's classroom test of scientific reasoning (LCTSR) to measure scientific reasoning. The LCTSR is a two-tiered assessment that uses content-based questions and explanation statements. Researchers have found that if a student answers a knowledge-based question correctly but selects an incorrect explanation statement, there may be an element of guessing or an established misconception. Misconceptions are beliefs that students hold that are not based on scientific evidence. The present study added a confidence variable to the LCTSR, which measures how confident students regarded their responses in both tiers. Selecting a correct response to a knowledge-based question while providing an incorrect explanation and having a high confidence rating indicates an established misconception. The confidence variable is, therefore, a measure of an established scientific misconception and is the basis of the present study. The present study analyzed the responses of 71 first-year university students enrolled in an introductory physics course. The LCTSR results indicate that students performed the best in the conservation reasoning dimension and the worst in the proportional reasoning dimension. In all scientific reasoning dimensions, more than half the students chose the incorrect explanation for each context question. Students' confidence responses surpassed their performance in three of the 14 LCTSR items. The low frequency of correct answers and the statistically significant correlation between LCTSR items and confidence suggest possible misconceptions in students' scientific reasoning skills.