Mathematical Challenges in Biology: Identifying Core Learning Difficulties

Biology students often face difficulties in understanding basic mathematical concepts, which can impact their comprehension of advanced science courses. This study aims to identify the key mathematical topics that pose challenges for first-year biology students to facilitate instructional improvements before the final exam. The research involved an analysis of midterm exam results from 90 students enrolled in a Basic Mathematics course. The data examined included completion time and accuracy rates across six key topics: equations and inequalities, matrices, absolute value, real numbers, probability, and sets. The results indicated that probability had the longest average completion time (4 minutes 36 seconds), while absolute value had the highest error rate, with only 13.19% correct responses. Further interviews revealed that students struggled with understanding the formal concept of absolute value and often misapplied probability rules for independent events. These findings highlight the need for improved teaching strategies, particularly for topics with high error rates, such as concept-based approaches and more structured problem-solving exercises. Enhancing students' mathematical proficiency through targeted interventions is expected to better prepare them for future academic challenges.

Authors

Institutions

Publication Details

Journal
Discovery Jurnal Ilmu Pengetahuan
Published
2025-03-13
DOI
https://doi.org/10.33752/discovery.v10i1.8702
Citations
1
Primary Topic
Genetics, Bioinformatics, and Biomedical Research
Type
article
Field-Weighted Citation Impact
0.81
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mathematical Challenges in Biology: Identifying Core Learning Difficulties

Novita Vindri Harini
1 citations
Discovery Jurnal Ilmu Pengetahuan
Genetics, Bioinformatics, and Biomedical Research
0.81
article

Mathematical Challenges in Biology: Identifying Core Learning Difficulties

Novita Vindri Harini
article en
1 citations

Abstract

Biology students often face difficulties in understanding basic mathematical concepts, which can impact their comprehension of advanced science courses. This study aims to identify the key mathematical topics that pose challenges for first-year biology students to facilitate instructional improvements before the final exam. The research involved an analysis of midterm exam results from 90 students enrolled in a Basic Mathematics course. The data examined included completion time and accuracy rates across six key topics: equations and inequalities, matrices, absolute value, real numbers, probability, and sets. The results indicated that probability had the longest average completion time (4 minutes 36 seconds), while absolute value had the highest error rate, with only 13.19% correct responses. Further interviews revealed that students struggled with understanding the formal concept of absolute value and often misapplied probability rules for independent events. These findings highlight the need for improved teaching strategies, particularly for topics with high error rates, such as concept-based approaches and more structured problem-solving exercises. Enhancing students' mathematical proficiency through targeted interventions is expected to better prepare them for future academic challenges.

Discovery Jurnal Ilmu PengetahuanVol. 10(1)
Universitas Negeri Surabaya (ID)
Openalex Percentile: Top 30%
Genetics, Bioinformatics, and Biomedical Research
0.81
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.