Cover Image

Visual Content Analysis of STEM-Related Content in Indonesian Vocational High Schools Biology Textbooks

Bevo Wahono, Ima Masafatus Sholihah, Erlia Narulita

Abstract


This research aims to analyze the characteristics of STEM-related visual content in Indonesian Vocational High School biology textbooks. Biology textbooks have been adapted to the latest scientific and technological advances and curriculum demands and declared feasible. However, some distributed biology textbooks in Indonesia may need to be improved and have various areas for improvement and problems. This study used NVivo to perform a descriptive statistic comprising 197 visual samples from the two biology textbooks. The results have shown that the type of "sketch & comics" is the most common at 30.5%. In addition, the type of "representation" is the most visual function found in this study, with 44.7%. The study has seen all of the STEM domains appearing in biology textbooks. Most of the STEM domain with visual content relates to scientific content. Other components discussed in detail and essential to the development of the student learning unit are schematic views displaying biological processes and representation functions. Therefore, the authors of biology textbooks need to consider the types and functions of visual content holistically, particularly regarding the context of the topics that can represent effective visual content and develop student understanding


Full Text:

Download PDF

References


Agnafia, D.N. (2019). Analisis kemampuan berpikir kritis siswa dalam pembelajaran Biologi [Analysis of Student’s Critical Thinking Ability in Biology Learning]. Florea: Jurnal Biologi Dan Pembelajarannya, 6(1), 45–53. https://doi.org/10.25273/florea.v6i1.4369

Anagnostopoulos, C., Parganas, P., Chadwick, S., & Fenton, A. (2018). Branding in pictures: using Instagram as a brand management tool in professional team sport organisations. European Sport Management Quarterly, 18(4), 413–438. https://doi.org/10.1080/16184742.2017.1410202

Andaresta, N., & Rachmadiarti, F. (2021). Pengembangan E-Book Berbasis STEM Pada Materi Ekosistem Untuk Melatihkan Kemampuan Literasi Sains Siswa [Development of STEM-Based E-Books on Ecosystem Materials to Practice Students’ Scientific Literacy Skills]. BioEdu, 10(1), 635–646.

Artobatama, I., Hamdu, G., & Giyartini, R. (2020). Analisis Desain Pembelajaran STEM berdasarkan Kemampuan 4C di SD [Analisis Desain Pembelajaran STEM berdasarkan Kemampuan 4C di SD]. Indonesia Journal of Primary Education, 4(1), 76–86. https://doi.org/10.17509/ijpe.v4i1.24530

Asri, S. (2017). Telaah Buku Teks Pegangan Guru Dan Siswa Pada Mata Pelajaran Bahasa Indonesia Kelas VII Berbasis Kurikulum 2013 [Studying Teacher and Student Handbooks in Indonesian Language Subjects for Grade VII Based on 2013 Curriculum]. RETORIKA: Jurnal Ilmu Bahasa, 3(1), 70–82. https://doi.org/10.22225/jr.3.1.94.70-82

Athiyah, U. (2018). Pengembangan media pembelajaran Biologi semester II kelas X SMA berbasis Lectora Inspire [Development of Biology Learning Media for Semester II Grade X Senior High School Based on Lectora Inspire]. Jurnal Nalar Pendidikan, 6(1), 41–46. https://doi.org/10.26858/jnp.v6i1.6041

Atokilah. (2019). Pengembangan Media E-Modul Berbasis Aplikasi Android Materi Menganalisis Dampak Pencemaran Terhadap Keseimbangan Ekosistem Mata Pelajaran Biologi di SMK Negeri 1 Trowulan Mojokerto [Development of E-Module Media Based on Android Applications Materials for. Jurnal Biologi, 1(1), 1–9.

Bao, J., Tang, D., Duan, N., Yan, Z., Lv, Y., Zhou, M., & Zhao, T. (2018). Table-to-text: Describing table region with natural language. 32nd AAAI Conference on Artificial Intelligence, AAAI 2018, 5020–5027.

Belur, J., Tompson, L., Thornton, A., & Simon, M. (2021). Interrater Reliability in Systematic Review Methodology: Exploring Variation in Coder Decision-Making. Sociological Methods and Research, 50(2), 837–865. https://doi.org/10.1177/0049124118799372

Cahyani, A. E. M., Mayasari, T., & Sasono, M. (2020). Efektivitas E-Modul Project Based Learning Berintegrasi STEM Terhadap Kreativitas Siswa SMK [The Effectiveness of STEM-Integrated Project Based Learning E-Modules on the Creativity of Vocational High School Students]. Jurnal Ilmiah Pendidikan Fisika, 4(1), 15. https://doi.org/10.20527/jipf.v4i1.1774

Chen, X., de Goes, L. F., Treagust, D. F., & Eilks, I. (2019a). An analysis of the visual representation of redox reactions in secondary chemistry textbooks from different chinese communities. Education Sciences, 9(1). https://doi.org/10.3390/educsci9010042

Chen, X., de Goes, L. F., Treagust, D. F., & Eilks, I. (2019b). An analysis of the visual representation of redox reactions in secondary chemistry textbooks from different chinese communities. Education Sciences, 9(1). https://doi.org/10.3390/educsci9010042

Cheng, Y. C., & So, W. W. M. (2020). Managing STEM learning: a typology and four models of integration. International Journal of Educational Management, 34(6), 1063–1078. https://doi.org/10.1108/IJEM-01-2020-0035

Elmiana, D. S. (2019). Pedagogical representation of visual images in EFL textbooks: a multimodal perspective. Pedagogy, Culture and Society, 27(4), 613–628. https://doi.org/10.1080/14681366.2019.1569550

Fu, Y., Xiang, T., & Jiang, Y. (2018). Recent Advances in Zero-Shot Recognition. January.

Goba, H. (2020). Upaya Meningkatkan Hasil Belajar Biologi SIswa dengan Model STAD di SMK Negeri 2 Maumere Tahun Ajaran 2019/2020 [Efforts to Improve Student Biology Learning Outcomes with the STAD Model at State Vocational High School 2 in Maumere for the Academic Year 20. Journal On Teacher Education, 2(1), 94–100. https://doi.org/10.31004/jote.v2i1.990

Goes, F. L., Chen, X., Nogueira, C. K. S., Fernandez, C., & Eilks, I. (2019). An analysis of the Visual Representation of Redox Reactions. Science Education International, 3(1), 313–324.

Inaltekin, T., & Goksu, V. (2020). Analysing Science Questions in terms of Visual Content in Higher Education Entrance Exams in Turkey. International Journal of Progressive Education, 16(5), 472–493. https://doi.org/10.29329/ijpe.2020.277.29

Irani, N. V., Zulyusri, Z., & Darussyamsu, R. (2020). Miskonsepsi Materi Biologi Sma Dan Hubungannya Dengan Pemahaman Siswa [Misconceptions of high school biology material and its relationship to students understanding]. Jurnal Biolokus, 3(2), 348–355. https://doi.org/10.30821/biolokus.v3i2.823

Irawati, S., & Idrus, I. (2020). Penerapan Model Pembelajaran Inquiry Untuk Meningkatkan Kemampuan Berpikir Kritis Dan Aktivitas Belajar Mahasiswa Pendidikan Biologi [Application of Inquiry Learning Model to Improve Critical Thinking Ability and Learning Activities of Biology Education S. Diklabio: Jurnal Pendidikan Dan Pembelajaran Biologi, 4(2), 202–208. https://doi.org/10.33369/diklabio.4.2.202-208

Juwita, T., Ilmiyati, N., & Maladona, A. (2017). Analisis Kelayakan Buku Teks Siswa IPA Kurikulum 2013 pada Materi Sistem Pencernaan Kelas VIII untuk Digunakan dalam Proses Pembelajaran Ditinjau dari Relevansi Isi, Ketepatan, dan Kompleksitas [Feasibility Analysis of 2013 Curriculum Science Student Text. Jurnal Bio Educatio, 2(1), 63–70.

Kusuma, R. D., Rohman, F., & Syamsuri, I. (2018). Pengembangan Atlas Keanekaragaman Hayati Berbasis Potensi Lokal untuk SMK Jurusan Pertanian [Development of a local potential-based biodiversity Atlas for Vocational High Schools majoring in agriculture]. Jurnal Pendidikan: Teori, Penelitian, Dan Pengembangan, 3(3), 296–301.

Kusuma, R. D., Rohman, F., Syamsuri, I., Biologi, P., Malang, U. N., & Pembelajaran, P. (2017). Permasalahan dalam Pembelajaran Biologi pada Jurusan Pertanian SMK Negeri 1 Kademangan Blitar [The Biology Learning Problem on Agriculture Department of Public Vocational School 1 Kademangan, Blitar]. PROSIDING SEMINAR NASIONAL III TAHUN 2017 “Biologi, Pembelajaran, Dan Lingkungan Hidup Perspektif Interdisipliner,” April, 133–136.

Le, T. T. H., Tran, T., Trinh, T. P. T., Nguyen, C. T., Nguyen, T. P. T., Vuong, T. T., Vu, T. H., Bui, D. Q., Vuong, H. M., Hoang, P. H., Nguyen, M. H., Ho, M. T., & Vuong, Q. H. (2019). Reading habits, socioeconomic conditions, occupational aspiration and academic achievement in Vietnamese junior high school students. Sustainability (Switzerland), 11(18). https://doi.org/10.3390/su11185113

Lodge, W., & Reiss, M. J. (2021). Visual representations of women in a Jamaican science textbook: perpetuating an outdated, sexist ideology. International Journal of Science Education, 43(13), 2169–2184. https://doi.org/10.1080/09500693.2021.1957514

Nassaji, H. (2015). Qualitative and descriptive research: Data type versus data analysis. Language Teaching Research, 19(2), 129-132.

Nunun, N., Wirza, Y., & Noorman, Rd. S. (2020). Analisa Konten Visual dalam Kategori Gender [The Visual Content Analysis in Gender Categories]. Jurnal Penelitian Pendidikan, 20(2), 294–304. https://doi.org/10.17509/jpp.v20i2.22400

Permana, A. T. A., Degeng, I. N. S., & Sihkabuden. (2018). Pengembangan Paket Pembelajaran Berbasis Inkuiri pada Mata Pelajaran Biologi Kelas X [Development of Inquiry-Based Learning Packages for Grade X Biology Subjects]. Jurnal Pendidikan: Teori, Penelitian, Dan Pengembangan, 3(8), 1051–1055.

Ramda, A. H. (2017). Analisis kesesuaian materi buku teks Kemendikbud matematika kelas VII dengan Kurikulum 2013 [An Analysis of Relevance Between Mathematics Textbook Content for Seventh Grade and Curriculum 2013]. PYTHAGORAS: Jurnal Pendidikan Matematika, 12(1), 12–22. https://doi.org/10.21831/pg.v12i1.14057

Risma, M., Rahmayani, R., & Handayani, F. (2019). Analisis Konten Buku Teks IPA Terpadu Kelas VIII Semester 1 Ditinjau Dari Aspek Literasi Saintifik [Content Analysis of Integrated Science Textbooks for Class VIII Semester 1 Viewed from the Aspect of Scientific Literacy]. Jurnal Eksakta Pendidikan (JEP), 3(2), 200–208. https://doi.org/10.24036/jep/vol3-iss2/396

Romanov, V., Ivanov, V., & Succi, G. (2020). Representing programs with dependency and function call graphs for learning hierarchical embeddings. ICEIS 2020 - Proceedings of the 22nd International Conference on Enterprise Information Systems, 2(Iceis), 360–366. https://doi.org/10.5220/0009511803600366

Sani, Y., Sari, N. F., & Harahap, R. D. (2019). Analisis Kesulitan Belajar Siswa Pada Materi Biologi di Kelas XI SMA Muhammadiyah-10 Rantauprapat [Analysis of Students Learning Difficulties in Biology Grade XI Muhammadiyah-10 Rantauprapat Senior High School]. JOMAS, 1(3), 13–20.

Sartika, D. (2019). Pentingnya Pendidikan Berbasis STEM dalam Kurikulum 2013 [The importance of STEM-based education in the 2013 curriculum]. Jurnal Ilmu Sosail Dan Pendidikan, 3(3), 89–93. https://doi.org/10.36312/jisip.v3i3.797

Soesilo, A., & Munthe, A. P. (2020). Pengembangan Buku Teks Matematika Kelas 8 Dengan Model ADDIE [Development of 8th Grade Mathematics Textbook With ADDIE Model]. Scholaria: Jurnal Pendidikan Dan Kebudayaan, 10(3), 231–243. https://doi.org/10.24246/j.js.2020.v10.i3.p231-243

Suryanda, A., Azrai, E. P., & Anita, J. (2020). Analisis Kebutuhan Pengembangan Buku Saku Biologi Berbasis Mind Map (Biomap) [Analysis of the need for the development of a mind map-based biology pocketbook (Biomap)]. Jurnal Pendidikan Matematika Dan IPA, 11(2), 193–205. https://doi.org/10.26418/jpmipa.v11i1.31861

Syahyani, I. (2018). Analisis Miskonsepsi Materi Buku Pelajaran Biologi Kelas XII Untuk Sekolah Menengah Atas [Analysis of Misconceptions of Grade XII Biology Textbooks for Senior High School]. Jurnal Inovasi Pendidikan, 5(2), 72–78.

Teterwak, P., Sarna, A., Krishnan, Di., Maschinot, A., Liu, C., Belanger, D., & Freeman, W. (2019). Boundless: Generative adversarial networks for image extension. Proceedings of the IEEE International Conference on Computer Vision, 10520–10529. https://doi.org/10.1109/ICCV.2019.01062

Viyanti, V., Suyatna, A., & Naj’iyah, A. L. (2021). Analisis Kebutuhan Pengembangan Strategi Pembelajaran Fisika Berbasis STEM di Era Digital Mengakomodasi Ragam Gaya Belajar dan Pengetahuan Awal [Needs Analysis of STEM-Based Physics Learning Strategy Development in the Digital Age Accommodating Various Le. Radiasi : Jurnal Berkala Pendidikan Fisika, 14(1), 1–10. https://doi.org/10.37729/radiasi.v14i1.313

Vojíř, K., & Rusek, M. (2019). Science education textbook research trends: a systematic literature review. International Journal of Science Education, 41(11), 1496–1516. https://doi.org/10.1080/09500693.2019.1613584

Wahono, B., Chang, C. Y., & Khuyen, N.T.T. (2021). Teaching socio-scientific issues through integrated STEM education: an effective practical averment from Indonesian science lessons. International Journal of Science Education, 43(16), 2663–2683. https://doi.org/10.1080/09500693.2021.1983226

Wahono, B., Hariyadi, S., & Subiantoro, A.W. (2022). The development of an online STEM teacher professional development package with the DECODE model: An innovative teacher’s quality maintenance. EURASIA Journal of Mathematics, Science and Technology Education, 18(12), em2191. https://doi.org/10.29333/ejmste/12647

Wahono, B., Lin, P. L., & Chang, C. Y. (2020). Evidence of STEM enactment effectiveness in Asian student learning outcomes. International Journal of STEM Education, 7(1), 1–18. https://doi.org/10.1186/s40594-020-00236-1

Wolf, S., Teitge, J., Mielke, J., Schütze, F., & Jaeger, C. (2021). The European Green Deal — More Than Climate Neutrality. Intereconomics, 56(2), 99–107. https://doi.org/10.1007/s10272-021-0963-z

Yu, J., Li, C., & Li, G. (2022). Alignment between biology curriculum standards and five textbook editions: a content analysis. International Journal of Science Education, 44(14), 1–20. https://doi.org/10.1080/09500693.2022.2119621

Yu, Z., Yu, J., Xiang, C., Fan, J., & Tao, D. (2018). Beyond Bilinear: Generalized Multimodal Factorized High-Order Pooling for Visual Question Answering. IEEE Transactions on Neural Networks and Learning Systems, 29(12), 5947–5959. https://doi.org/10.1109/TNNLS.2018.2817340

Zhang, F., Zhou, B., Liu, L., Liu, Y., Fung, H. H., Lin, H., & Ratti, C. (2018). Measuring human perceptions of a large-scale urban region using machine learning. Landscape and Urban Planning, 180(October 2017), 148–160. https://doi.org/10.1016/j.landurbplan.2018.08.020

Zulaiha, F., & Kusuma, D. (2020). Pengembangan Modul Berbasis STEM untuk Siswa SMP [Development of STEM-Based Modules for Junior High School Students]. Jurnal Pendidikan Fisika Dan Teknologi, 6(2), 246–255. https://doi.org/10.29303/jpft.v6i2.2182




DOI: https://doi.org/10.17509/jsl.v6i3.53772

Refbacks

  • There are currently no refbacks.




Copyright (c) 2023 Bevo Wahono, Ima Masafatus Sholihah, Erlia Narulita

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Journal of Science Learning is published by Universitas Pendidikan Indonesia
in collaboration with the Indonesian Society of Science Educators
Jl. Dr. Setiabudhi 229 Bandung 40154, West Java, Indonesia
Website: http://www.upi.edu
Email: js
learning@upi.edu