Integrating quantitative thinking into an introductory biology course improves students' mathematical reasoning in biological contexts.

CBE Life Sci Educ

Department of Molecular and Cellular Biology, University of Arizona, Tucson, AZ 85721 Department of Teaching, Learning and Sociocultural Studies, University of Arizona, Tucson, AZ 85721.

Published: October 2014

AI Article Synopsis

  • Recent educational initiatives in undergraduate biology stress the need for students to utilize quantitative skills in understanding biological concepts, as many struggle to apply these skills effectively.
  • The authors designed an introductory molecular and cell biology course that combined mathematics with biology instruction throughout the curriculum, providing practical examples of how to integrate these subjects.
  • Assessment results indicated that students in the experimental course significantly improved their ability to apply math in biological contexts compared to their peers, while also maintaining their understanding of biology concepts.

Article Abstract

Recent calls for improving undergraduate biology education have emphasized the importance of students learning to apply quantitative skills to biological problems. Motivated by students' apparent inability to transfer their existing quantitative skills to biological contexts, we designed and taught an introductory molecular and cell biology course in which we integrated application of prerequisite mathematical skills with biology content and reasoning throughout all aspects of the course. In this paper, we describe the principles of our course design and present illustrative examples of course materials integrating mathematics and biology. We also designed an outcome assessment made up of items testing students' understanding of biology concepts and their ability to apply mathematical skills in biological contexts and administered it as a pre/postcourse test to students in the experimental section and other sections of the same course. Precourse results confirmed students' inability to spontaneously transfer their prerequisite mathematics skills to biological problems. Pre/postcourse outcome assessment comparisons showed that, compared with students in other sections, students in the experimental section made greater gains on integrated math/biology items. They also made comparable gains on biology items, indicating that integrating quantitative skills into an introductory biology course does not have a deleterious effect on students' biology learning.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3940463PMC
http://dx.doi.org/10.1187/cbe.13-07-0129DOI Listing

Publication Analysis

Top Keywords

skills biological
16
biology course
12
biological contexts
12
quantitative skills
12
biology
9
integrating quantitative
8
introductory biology
8
biological problems
8
mathematical skills
8
outcome assessment
8

Similar Publications

In nature, organisms adapt to environmental changes through training to learn new abilities, offering valuable insights for developing intelligent materials. However, replicating this adaptive learning in synthetic materials presents a significant challenge. This study introduces a feasible approach to train liquid crystal elastomers (LCEs) by integrating a mechanophore tetraarylsuccinonitrile (TASN) into their main chain, addressing the challenge of enabling synthetic materials to exchange substances with their environment.

View Article and Find Full Text PDF

Aim: To review the existing literature relating to nurse competence in safe medication management practices for biologics, identify evidence, and develop a competency framework to clarify the role of nurses in these practices.

Background: With the widespread use of biological agents in disease treatment, ensuring the safe and economical use of high-cost medicines is particularly important. Even though nurses are essential in patient care, detailed knowledge regarding their competence and role in the safe administration of biologics is lacking.

View Article and Find Full Text PDF

Studies around the world have reported that dental students experience higher stress compared to medical students. Prolonged and high perceived stress can be of a significant concern as it affects the personal, psychological, and professional well-being of the student, affecting quality of life. The aim of the study was to describe the perceived stress and coping strategies that undergraduate students at dental schools of Lahore, Pakistan employ.

View Article and Find Full Text PDF

Backgrounds: Biomedical research requires sophisticated understanding and reasoning across multiple specializations. While large language models (LLMs) show promise in scientific applications, their capability to safely and accurately support complex biomedical research remains uncertain.

Methods: We present , a novel question-and-answer benchmark for evaluating LLMs in biomedical research.

View Article and Find Full Text PDF

Genomic analysis of the main epidemiological lineages of in Mexico.

Front Cell Infect Microbiol

January 2025

Centro de Investigación Sobre Enfermedades Infecciosas (CISEI), Departamento de Diagnóstico Epidemiológico, Instituto Nacional de Salud Pública (INSP), Cuernavaca, Mexico.

has emerged as a critical global health threat due to its exceptional survival skills in adverse environment and its ability to acquire antibiotic resistance, presenting significant challenges for infection treatment and control. The World Health Organization has classified carbapenem-resistant as a "Critical Priority" pathogen to guide research and the development of control and prevention strategies. Epidemiological surveillance methodologies provide the tools necessary for classifying into international clonal lineages, facilitating the analysis of molecular characteristics, global dissemination, and evolution.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!