The Effect of PlantNet Application on Students' Learning Outcomes in Plant Classification: A Quasi-Experimental Study

Authors

  • khairiati umami Universitas Serambi Mekkah
  • Jalaluddin Jalaluddin Universitas Serambi Mekkah
  • Anita Noviyanti Universitas Serambi Mekkah
  • Jailani Jailani Universitas Serambi Mekkah
  • Fakhrurrazi Fakhrurrazi Universitas Serambi Mekkah

DOI:

https://doi.org/10.56806/jh.v7i2.443

Keywords:

PlantNet, Learning Outcomes, plant classification, biology learning, ICT based learning media

Abstract

This research aims to address the low understanding of students in the material of plant classification which is caused by the learning activity that is primarily theoretical and lacks a direct learning experience. This study aims to analyse the effectiveness of the PlantNet application in improving the learning outcomes of tenth-grade students at MAN 1 Banda Aceh. This is quantitative research with quasi experimental method with the design of one group pretest-posttest design, and the number of samples are 40 students, taken by simple random sampling. The data collection instruments were observation sheets, pretest and posttest instruments and student response questionnaires. The results showed an increase in students’ learning outcomes with an average score of 82.3 to 98.1 and an N-Gain score of 0.89 in the high category. The mean difference test showed a statistically significant difference in students’ learning outcomes before and after the implementation of the PlantNet application. In addition, the student responses to the use of the application are very good. Results of this study show that the application of PlantNet is effective in improving student learning results on plant classification material and provides meaningful learning supported by technology.

Downloads

Download data is not yet available.

References

Aslam, M., Arshad, M., & Karim, R. (2024). Impact of Technology-Based Learning on Academic Performance of Undergraduate Level Students. Academy of Education and Social Sciences Review, 4(2), 197–205. https://doi.org/10.48112/AESSR.V4I2.728

Astuti, Y., Irpani, A., Amrullah, S., & Heryanto, D. (2024). Students’ Perceptions of Learning Management Using PlantNet Application-Assisted Teaching Materials. Al-Afkar, Journal For Islamic Studies, 7(4), 900–906. https://doi.org/10.31943/AFKARJOURNAL.V7I4.1691

Bawingan, P. A., MONTEVIRGEN Jr, E. M., Paul CANUTO, P. L., Lucas, L. E., Pumaras, J. C., & Marcos, M. (2024). Plant Identification Mobile Apps: Users’ Difficulties and Impressions. The Asian Journal of Biology Education, 16, 15–21. https://doi.org/10.57443/AJBE.16.0_15

Canuto, P. P. (2023). PERCEPTIONS OF PRIMARY PRE-SERVICE TEACHERS IN THE UTILIZATION OF PLANT IDENTIFICATION APPS AS EDUCATIONAL TOOLS. Journal of Baltic Science Education, 22(5), 799–812.

Capili, B., & Anastasi, J. K. (2024). An Introduction to Types of Quasi-Experimental Designs. American Journal of Nursing, 124(11), 50–52. https://doi.org/10.1097/01.NAJ.0001081740.74815.20

Cham, H., Lee, H., & Migunov, I. (2024). Quasi-experimental designs for causal inference: an overview. Asia Pacific Education Review 2024 25:3, 25(3), 611–627. https://doi.org/10.1007/S12564-024-09981-2

Chen, Y., & Zhai, J. (2026). Plant awareness in science education: an examination of image representation and labelling in primary school textbooks. Journal of Biological Education. https://doi.org/10.1080/00219266.2025.2502376

Co?kunserçe, O. (2024). Use of a mobile plant identification application and the out-of-school learning method in biodiversity education. Ecology and Evolution, 14(4), e10957. https://doi.org/10.1002/ECE3.10957;WEBSITE:WEBSITE:PERICLES;ISSUE:ISSUE:DOI

Diyah, S. ’, Anwar, C., Nurhasanah, M., Sari, D., Aflaha, I., Handayani, S., Jakarta, U. M., Internasional, P. J., Muhammadiyah, S., Ngawi, T., Kediri, U. K., Al-Amin, S., & Kediri, G. (2023). DEVELOPMENT OF INFORMATION TECHNOLOGY-BASED LEARNING MEDIA FOR EDUCATORS IN ELEMENTARY SCHOOLS. Jurnal Konseling Pendidikan Islam, 4(2), 345–353. https://doi.org/10.32806/JKPI.V4I2.14

Firdaus, Z., Setiawan, D., Sunarmi, S., & Setiani, P. P. (2024). The development of e-flipbook multirepresentative augmented reality in biology cells to enhance technology literacy and student learning outcomes. AIP Conference Proceedings, 3106(1). https://doi.org/10.1063/5.0215155/3294704

Halawa, M. (2024). The Influence of Information and Communication Technology-Based Learning Media on Enhancing Students’ Learning Motivation. Jurnal Pendidikan Vokasi Indonesia, 3(01), 13–18. https://doi.org/10.63401/JPVI.V3I01.140

Iskrenovic-Momcilovic, O. (2023). Contribution of using mobile application on botanical fieldwork in primary school. Interactive Learning Environments, 31(2), 1186–1198. https://doi.org/10.1080/10494820.2020.1826531

Jatijagad, S. J., Setyono, P., & Karyanto, P. (2025). Systematic Literature Review: Trends and Effectiveness of Technology-Based Learning Media in Biology Education. Proceeding of International Conference on Biology Education, Natural Science, and Technology, 3(1), 79–87. https://proceedings.ums.ac.id/incobest/article/view/6366

Kassa, M. M., Azene, M. K., Mengstie, S. M., & Ferede, M. W. (2024). Effect of using multimedia and dynamic classroom integrated instruction on grade 11 students’ biology academic achievement. Heliyon, 10(18), e37315. https://doi.org/10.1016/j.heliyon.2024.e37315

Maulana, I., Harahap, R. D., & Safitri, I. (2022). Use of learning media through technology for biology education students. BIO-INOVED?: Jurnal Biologi-Inovasi Pendidikan, 4(3), 282–290. https://doi.org/10.20527/BINO.V4I3.13418

Nurdin, A. M., Gofur, A., Sari, M. S., & Munzil. (2025). Technology-supported differentiated biology education: Trends, methods, content, and impacts. Eurasia Journal of Mathematics, Science and Technology Education, 21(3), em2598. https://doi.org/10.29333/EJMSTE/16044

Salamah, Z., Maryani, I., & Handayani, T. K. (2025). Preliminary Study: Survey of Student Needs in Learning Plant Morphology towards a More Effective Learning Model. Jurnal Bioedukatika, 13(1), 1. https://doi.org/10.26555/BIOEDUKATIKA.V13I1.30773

Salsabila, A. F., & Hidayat, M. L. (2025). Enhancing Conceptual Understanding of Plant Classification through Mobile-Based Interactive Plant Tagging in Outdoor Biology Education. Proceeding of International Conference on Biology Education, Natural Science, and Technology, 3(1), 146–153. https://proceedings.ums.ac.id/incobest/article/view/6373

Sitorus, L. S., Ilyas Sipahutar, M., Nasution, S. N., Purnama, L., Iskandar, T., Tinggi, S., Tarbiyah, I., Bedagai, S., Binjai, A.-W., Islam, A., & Tanjungbalai, N. I. (2025). Literature Review on the Use of Technology-Based Learning Media in the Context of Distance Learning. Jurnal Medika: Medika, 4(3), 283–289. https://doi.org/10.31004/BKXG7355

Wahdan Wilsa, A., Nugroho, S. E., & Prasetyo, A. T. (2023). Comparison of plant identifier application ability as a recommendation for biology learning. Biosfer: Jurnal Pendidikan Biologi, 16(1), 55–65. https://doi.org/10.21009/BIOSFERJPB.31488

Downloads

Published

2026-07-05

How to Cite

umami, khairiati ., Jalaluddin, J., Noviyanti, A. ., Jailani, J., & Fakhrurrazi, F. (2026). The Effect of PlantNet Application on Students’ Learning Outcomes in Plant Classification: A Quasi-Experimental Study. JURNAL HURRIAH: Jurnal Evaluasi Pendidikan Dan Penelitian, 7(2), 362-373. https://doi.org/10.56806/jh.v7i2.443

Most read articles by the same author(s)