Influence of Computer Simulations on Learners’ Acquisition of Selected Science Process Skills in Public Mixed Secondary Schools in Rachuonyo South Sub-County

  • Rachel Akinyi Onyango Kisii University
  • Ezekiel Omwenga, PhD Kisii University
  • George Andima, PhD Kisii University
Keywords: Computer, Simulations, Acquisition, Science Process Skills
Share Article:

Abstract

Students’ performance in biology in Rachuonyo South Sub-County and nationally in the Kenya Certificate of Secondary Education has been low. This study, therefore, sought to examine the influence of computer simulations in developing learners’ science process skills, evaluate the academic performance of biology students when taught using computer simulations against conventional teaching/learning methods, and determine the influence of students’ gender in the acquisition of science process skills in public mixed secondary schools in Rachuonyo South sub-county, Homa-Bay County. The social constructivist theory of learning by Lev Vygotsky (1978) served as the foundation for this study. The study employed the Solomon 4-group design. The data was derived from a sample of 200 Form 3 students and 4 teachers. Purposive sampling was used to pick 4 mixed public secondary schools. ANOVA and ANCOVA were used to test if the mean differences between the groups were statistically significant. The results indicated a statistically significant influence of computer simulations on SPS acquisition, F(3, 196) = 69.83, p < 0.001. The analysis showed that even after the adjustment of the pre-test, there was a positive association between academic achievement and the use of computer simulations, with a mean between the groups, F(1, 97) = 60.90, p < 0.001.  Gender did not present any statistically significant influence on SPS acquisition, F(1, 192) = 0.05, p = 0.83. The interaction between gender and instructional group was also found to be statistically insignificant, F(3, 192) = 1.24, p = 0.30. The study concluded that computer simulation has a significant influence on how students acquire science process skills (SPS), engagement in simulations yielded improved academic performance in biology, and there was no significant effect on gender and SPSAT scores. The study recommended that the current education system should shift from traditional teacher-centred approaches to student-centred and integration of technology-supported models that encourage active learning.

Downloads

Download data is not yet available.

References

Aguillon, S. M., Siegmund, G. F., Petipas, R. H., Drake, A. G., Cotner, S., & Ballen, C. J. (2020). Gender differences in student participation in an active-learning classroom. CBE—Life Sciences Education, 19(2), ar12.

Akgun, A., Dogan, A., & Duruk, U. (2016). Examining the learning outcomes included in the Turkish science curriculum in terms of science process skills: a document analysis with standards-based assessment. International Journal of Environmental and Science Education, v12 n2 p117-142. Retrieved from https://eric.ed.gov/?q=science+process+skills&id=EJ1137380

Alrsa’i. M. S. & Aldhamit. Y. A. (2016). The Effect of Computer Simulation on Al-Hussein Bin Talal University Student’s Understanding of Electricity and Magnetism Concepts and Their Attitudes towards Physics Learning. International Journal of Educational Research and Technology P-ISSN 0976-4089; E-ISSN 22277-1557 IJERT: Volume 5(1) March 2014: 54-60

Alhadlaq, A. (2023). Computer-Based Simulated Learning Activities; exploring Saudi students’ attitude and experience of using simulations to facilitate unsupervised learning of science concepts. Appl.sci. 2023,13,4583.https://doi.org/10.3390/app13074583

Aoude. N. & Fedi. M. (2015). Integrating Computer Simulations on the Achievement of Grade 11 in Emirati Students in Uniform Circular Motion. Computer science, education.

Ballen, C. J., Wieman, C., Salehi, S., Searle, J. B., & Zamudio, K. R. (2017). Enhancing diversity in undergraduate science: Self-efficacy drives performance gains with active learning. CBE—Life Sciences Education, 16(4), ar56.

Beichumila, F., Bahati, B., & Kafanabo, E. (2022). Students’ acquisition of Science Process Skills in Chemistry through computer simulations and animations in secondary schools in Tanzania. International Journal of Learning, Teaching and Educational Research, 21 (3), 166-195.

Charagu, N.S. (2015). Effect of Computer Assisted Learning on Secondary School Students’ Achievement in Chemistry in Murang’a South Sub–County, Murang’a County, Kenya, Masters’ Thesis Education Communication Technology, Kenyatta University, Nairobi.

Celik, B. (2022). The Effects of Computer Simulations on Students’ Science Process Skills: Literature Review. Canadian Journal of Educational and Social Studies, 2(1), 16-28.

Chumba, A.K., Omwenga, E., & Atemi. G. (2020). Effects of using computer simulations on learners’ academic achievement in physics in secondary schools in Ainamoi sub-county, Kericho County. Journal of Research Innovation and Implications in Education, Vol. 4, 126--138.

Emmanuel, I. O., & Ndidi, P. I. (2022). Physics students’ acquisition of science process skills for Entrepreneurship: Harvesting from cradle. International journal of studies in education. Vol 16, no.1

Guy, R. S., & Lownes-Jackson, M. (2015). The Use of Computer Simulations to Compare Student Performance in Traditional Versus Distance Learning Environments. Issues in Informing Science and Information Technology Volume 12, 2015

Haryadi, R., & Pujiastuti, H. (2020). The Effectiveness of Using Serious Games to Improve Physics Learning Outcomes in Light Concept. Journal Penelitian & Pengembangan Pendidikan Fisika 6(2):153-162.

Irma, D.Y., Nurul. I. N., Windy, R. M, Susriyati, M., & Siti, Z. (2019). Science process skills based on gender of high school students. Journal of Physics: conf. Series 1241(2019) 012055 doi: 10.1088/1742- 6596/1241/1/012055 IOP Publishing.

Kabigting, L. D. C. (2021). Computer simulation on teaching and learning of selected topics in physics. European Journal of Interactive Multimedia and Education, 2(2), 1-10.

Kapur, R. (2018). Factors influencing the students’ academic performance in secondary schools in India. https://www.researchgate.net/publication/324819919

Muhoza, R. N., Imaniriho, D., Nshimiyimana, A., Nkunzabo, E., Ntezimana, N. J., & Batera, P. N. (2023). The effect of teaching aids on students’ performance in Biology subjects in O’level secondary schools in Kayonza District. Journal of Research Innovation and Implications in Education, 7(2), 124 – 133.

Niyigena, L., & Nzabalirwa, W. (2022). The use of computer simulations as a teaching method for improving learners’ performance in learning the concepts of biology (plants and animal cells). Rwandan Journal of Education, 6(1), ni74-84.

Nweke, V.O. (2015). Levels of possession of science process skills by final year students of Federal College of Education, Eha-Amufu Enugu. Unpublished N.C.E Project. Ebonyi State University.

Nwosu, O., & Ndanwu, A. I. (2020). Interaction effect of gender and teaching method on academic achievement and interest of students in electronic libraries course in federal tertiary institutions in Anambra state, Nigeria. Journal of Applied Information Science and Technology, 13(1), 288-295

Ogunkunle, S. J. & Akinsola. M. K. (2022). Enhancing science process skills acquisition in basic science: a case for simulated laboratory and enriched laboratory guide material experiment. Asian Journal of Management Science & Education vol. 11(2) July to October 2022.

Ongowo, R.O. (2017) Secondary school students, mastery of integrsted science process skills in Siaya County, Kenya. Creative education, 8, 1941- 1956. https://doi.org/10.4236/ce.2017.812132

Organisation for Economic Co-operation and Development (OECD). (2023). PISA 2025 science framework (Second draft). OECD Publishing. https://pisa-framework.oecd.org/science2025/assets/docs/PISA_2025_Science_Framework.pdf

Riaz, M., Naureen. S., & Morote. E. S. (2016). Simulated physics class management: does it predict student academic achievement? Africa Journal of Energy, Engineering and Training.

Temilade, O. & Tijani, B. E. (2025). Influence of Gender on Chemistry Students’ Acquisition of Science Process Skills Across School Type Using Iquiry Instructiona Strategy. Africa multidisciplinary journal of development. https://amjd.kiu.ac.ug/ 13(2) 233-245

Thion'go, K., Ndirangu, J., & Okere, O. (2014). Effects of Computer- Based Simulations Module on Secondary School Students' Achievement in Understanding of Magnetic Effect of Electric Current. Global Education Research Journal, 2 (8), 096-102.

Tosun, M., & Yildiz, Y. (2015). The Role of Moral Values and Systematic Informing in Aim- based Education. International journal of social sciences & educational studies, 2(2), 40-44.

Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.

Yildirim, N. (2017). The Effect of Computer-Assisted Instruction on Students’ Achievement in Science and Their Attitudes Towards Science. Journal of Education and Training Studies, 5(5), 128–136. https://doi.org/10.11114/jets.v5i5.2281#

Published
9 October, 2025
How to Cite
Onyango, R., Omwenga, E., & Andima, G. (2025). Influence of Computer Simulations on Learners’ Acquisition of Selected Science Process Skills in Public Mixed Secondary Schools in Rachuonyo South Sub-County. East African Journal of Information Technology, 8(2), 1-11. https://doi.org/10.37284/eajit.8.2.3792