The relationship of learning motivation and higher-order thinking skills with students scientific literacy ability

Yusril Haq Ismail, Firdaus Daud, Rachmawaty Rachmawaty

Abstract


Scientific literacy is a key 21st-century competency that students must possess. However, assessment results show Indonesian students’ science literacy remains low. This study aims to determine the relationship between learning motivation and higher-order thinking skills (HOTS) toward students’ scientific literacy. A quantitative approach with an ex post facto design was used. The sample consisted of 350 twelfth-grade science students selected through cluster random sampling from four public high schools in Maros Regency. Instruments included a learning motivation questionnaire, a HOTS test, and a scientific literacy test. Results showed average scores for learning motivation (67.41), HOTS (64.29), and scientific literacy (66.70), all in the moderate category. Correlation analysis revealed significant relationships between learning motivation (r = 0.626) and HOTS (r = 0.430) with scientific literacy. Simultaneously, both variables contributed 22.6% to science literacy (R² = 0.226; sig. = 0.00). These findings emphasize the importance of integrating affective and cognitive aspects to improve students’ scientific literacy in science education. It is recommended that efforts to improve science literacy focus on strengthening students' affective and cognitive aspects through contextual, project-based, and inquiry-based learning approaches that are relevant to real life. 

Abstrak. Literasi sains merupakan kompetensi penting abad ke-21 yang harus dimiliki peserta didik. Namun, hasil asesmen menunjukkan tingkat literasi sains siswa Indonesia masih rendah. Tujuan studi ini adalah untuk mengetahui hubungan antara motivasi belajar dan keterampilan berpikir tingkat tinggi terhadap literasi sains peserta didik SMA. Penelitian menggunakan pendekatan kuantitatif dengan desain ex post facto. Sampel terdiri dari 350 siswa kelas XII IPA yang dipilih secara cluster random sampling dari empat SMA di Kabupaten Maros. Instrumen berupa angket motivasi belajar, tes HOTS, dan tes literasi sains. Hasil menunjukkan nilai rata-rata motivasi belajar sebesar 67,41, HOTS sebesar 64,29, dan literasi sains sebesar 66,70 (kategori sedang). Uji korelasi menunjukkan motivasi belajar berhubungan signifikan dengan literasi sains (r = 0,626), demikian pula HOTS (r = 0,430). Secara simultan, kontribusi kedua variabel terhadap literasi sains sebesar 22,6% (R² = 0,226; sig. = 0,00). Temuan menekankan pentingnya penguatan aspek afektif dan kognitif dalam pembelajaran untuk meningkatkan literasi sains. Direkomendasikan upaya peningkatan literasi sains difokuskan pada penguatan aspek afektif dan kognitif siswa melalui pendekatan pembelajaran kontekstual, berbasis proyek, dan inkuiri yang relevan dengan kehidupan nyata.


Keywords


Learning motivation; Higher-order thinking skills; Scientific literacy; Senior high school; Ex post facto

Full Text:

PDF

References


Adawiyah, R., & Chastanti, I. (2023). Analysis of science literacy skills of students of the Biology Education Study Program, Labuhanbatu University. BIO-INOVED : Jurnal Biologi-Inovasi Pendidikan, 5(2), 266-272. DOI: https://doi.org/10.20527/bino.v5i2.15485

Adnan, A., Salmawati, S., Usman, U., & Aldi, S. (2023). Pengaruh penggunaan buku ajar berbantu kartu kuartet terhadap kemampuan literasi sains biologi dan motivasi belajar siswa Kelas XI SMA. Jurnal Biotek, 11(1), 14–27. DOI: https://doi.org/10.24252/jb.v11i1.36242

Adnan, A., Mulbar, U., Sugiarti, S., & Bahri, A. (2021). Scientific literacy skills of students: Problem of biology teaching in junior high school in South Sulawesi, Indonesia. International Journal of Instruction, 14(3), 847–860. DOI: https://doi.org/10.29333/iji.2021.14349a

Apino, E., & Retnawati, H. (2017, February). Developing instructional design to improve mathematical higher order thinking skills of students. In Journal of Physics: Conference Series (Vol. 812, No. 1, p. 012100). IOP Publishing. DOI: https://doi.org/10.1088/1742-6596/812/1/012100

Arifiyyati, M. F., Rofi'ah, N. L., & Listyono, L. (2022). Correlation between scientific literacy with higher order thinking skills and self-efficacy in biology learning. Jurnal Biolokus: Jurnal Penelitian Pendidikan Biologi dan Biologi, 5(2), 166-176. DOI: http://dx.doi.org/10.30821/biolokus.v5i2.1633

Artika, W., Andayani, D., Maulida, M., & Yulisman, H. (2025). Parallel curriculum model: An evaluation on students’ academic achievement and motivation in profession of education course. BIO-INOVED: Jurnal Biologi-Inovasi Pendidikan, 7(1), 50-57. DOI: https://doi.org/10.20527/bino.v7i1.20920

Fadlika, R. H., Mulyani, R., & Dewi, T. N. S. (2020). Profil kemampuan literasi sains berdasarkan gender di kelas X. Quagga: Jurnal Pendidikan dan Biologi, 12(2), 104-109. DOI: https://doi.org/10.25134/quagga.v12i2.2326

Hidayah, N., Rusilowati, A., & Masturi, M. (2019). Analisis profil kemampuan literasi sains siswa SMP/MTs di Kabupaten Pati. Phenomenon: Jurnal Pendidikan MIPA, 9(1), 36-47. DOI: https://doi.org/10.21580/phen.2019.9.1.3601

Keller, J. M. (1987). Development and use of the ARCS model of instructional design. Journal of Instructional Development, 10(3), 2-10. DOI: https://doi.org/10.1007/BF02905780

Maryani, I., & Rupilu, A. C. (2025). Boosting scientific literacy and learning motivation in elementary students through a contextual plant encyclopedia. Biosfer, 18(1), 232–242. DOI: https://doi.org/10.21009/biosferjpb.50376

Nefianthi, R., & Wahab, M. N. N. D. (2024). The analysis of last year junior high school students’ scientific literacy in biology topics. BIO-INOVED : Jurnal Biologi-Inovasi Pendidikan, 6(3), 397-403. DOI: https://doi.org/10.20527/bino.v6i3.20312

Nuryasana, N., & Desiningrum, D. (2020). Pengembangan bahan ajar strategi belajar mengajar untuk meningkatkan motivasi belajar mahasiswa. JIP Jurnal Inovasi Penelitian, 1(5), 967–974. DOI: https://doi.org/10.47492/jip.v1i5.177

OECD. (2019). PISA 2018 assessment and analytical framework. Paris: OECD, PISA. DOI: https://doi.org/10.1787/b25efab8-en

OECD. (2023). PISA 2022 Results (Volume I). Paris: OECD, PISA. DOI: https://doi.org/10.1787/53f23881-en

Oktaviana, R., Nuraeni, E., & Amprasto, A. (2023). The effectiveness of inquiry lesson-based digestive system materials for training students’ science literacy ability. BIO-INOVED : Jurnal Biologi-Inovasi Pendidikan, 5(2), 187-194. DOI: https://doi.org/10.20527/bino.v5i2.15911

Putri, Y. R., Sikumbang, D., & Rakhmawati, I. (2020). Analisis kemampuan berpikir tingkat tinggi peserta didik pada materi perubahan lingkungan di SMA Negeri 1 Gadingrejo. Jurnal Bioterdidik, 8(3), 39–45. DOI: https://doi.org/10.23960/jbt.v8.i3.05

Mukti, W. R., Yuliskurniawati, I. D., Noviyanti, N. I., Mahanal, S., & Zubaidah, S. (2019, June). A survey of high school students’ scientific literacy skills in different gender. In Journal of Physics: Conference Series (Vol. 1241, No. 1, p. 012043). IOP Publishing. DOI: https://doi.org/10.1088/1742-6596/1241/1/012043

Saraswati, P. M. S., & Agustika, G. N. S. (2020). Kemampuan berpikir tingkat tinggi dalam menyelesaikan soal HOTS mata pelajaran matematika. Jurnal Ilmiah Sekolah Dasar, 4(1), 257-269. DOI: https://doi.org/10.23887/jisd.v4i2.25336

Sari, E. M., & Yulianti, E. (2024). Analysis of high school students’ critical thinking ability in Bantul Regency on endocrine system material. JPBI (Jurnal Pendidikan Biologi Indonesia), 10(3), 848–859. DOI: https://doi.org/10.22219/jpbi.v10i3.35854

Sidabutar, N., & Mercuriani, I. S. (2024). Analysis of critical thinking ability of high school students in Sleman Regency on virus material. Jurnal Penelitian Pendidikan IPA, 10(3), 1213–1219. DOI: https://doi.org/10.29303/jppipa.v10i3.5320

Sihombing, S., Silalahi, H. R., Sitinjak, J. R., & Tambunan, H. (2021). Analisis minat dan motivasi belajar, pemahaman konsep dan kreativitas siswa terhadap hasil belajar selama pembelajaran dalam jaringan. Jurnal Pendidikan Matematika (JUDIKA EDUCATION), 4(1), 41–55. DOI: https://doi.org/10.31539/judika.v4i1.2061

Solheri, S., Azhar, M., & Yohandri, Y. (2022). Analysis of ethnoscience integrated environmental literacy for junior high school. JPBI (Jurnal Pendidikan Biologi Indonesia), 8(2), 178-188. DOI: https://doi.org/10.22219/jpbi.vxiy

Suciani, N. K., Sudarma, I. K., & Bayu, G. W. (2022). The impact of learning style and learning motivation on students’ science learning outcomes. MIMBAR PGSD Undiksha, 10(2), 395–401. DOI: https://doi.org/10.23887/jjpgsd.v10i2.49811

Susiati, A., Adisyahputra, A., & Miarsyah, M. (2018). Correlation of comprehension reading skill and higher-order thinking skill with scientific literacy skill of senior high school biology teacher. Biosfer, 11(1), 1–12. DOI: https://doi.org/10.21009/biosferjpb.11-1.1

Syah, R., Winarno, R. A. J., Kurniawan, I., Robani, M. Y., & Khomariah, N. N. (2020, July). Pengaruh motivasi belajar dan pola asuh keluarga terhadap kemampuan literasi sains. In Prosiding SINASIS (Seminar Nasional Sains) (Vol. 1, No. 1, pp. 332-338). Universitas Indraprasta PGRI. Retrieved from http://proceeding.unindra.ac.id/index.php/sinasis/article/view/4109

Syam, Y. R., Kurniasih, S., & Retnowati, R. (2024). Improving students’ critical thinking skills using the problem-based learning model assisted by virtual laboratories. Jurnal Imiah Pendidikan Dan Pembelajaran, 8(1), 27–33. DOI: https://doi.org/10.23887/jipp.v8i1.67851

Taufiq, A., Siantoro, G., & Khamidi, A. (2021). Analisis minat belajar dan motivasi belajar siswa terhadap pembelajaran daring PJOK selama pandemi Coronavirus disease (Covid-19) di MAN 1 Lamongan. Jurnal Education and Development, 9(1), 225-225. Retrieved from https://journal.ipts.ac.id/index.php/ED/article/view/2366

Thahir, R., Magfirah, N., & Anisa, A. (2021). Hubungan antara high order thinking skills dan kemampuan literasi sains mahasiswa pendidikan biologi. BIODIK, 7(3), 105–113. DOI: https://doi.org/10.22437/bio.v7i3.14386

Ulfa, M., & Kuswanti, N. (2021). Development of assessment instrument based on higher order thinking skills of respiratory system of grade XI of senior high school. Berkala Ilmiah Pendidikan Biologi (BioEdu), 10(1), 1-11. DOI: https://doi.org/10.26740/bioedu.v10n1.p1-11

Yanti, R., Prihatin, T., & Khumaedi, K. (2020). Analisis kemampuan literasi sains ditinjau dari kebiasaan membaca, motivasi belajar dan prestasi belajar. INKUIRI: Jurnal Pendidikan IPA, 9(2), 147-155. DOI: https://doi.org/10.20961/inkuiri.v9i2.27422

Yuriza, P. E., Adisyahputra, A., & Sigit, D. V. (2018). Correlation between higher-order thinking skills and level of intelligence with scientific literacy on junior high school students. Biosfer, 11(1), 13–21. DOI: https://doi.org/10.21009/biosferjpb.11-1.2

Yusuf, A. M., Hidayatullah, S., & Tauhidah, D. (2022). The relationship between digital and scientific literacy with biology cognitive learning outcomes of high school students. Assimilation: Indonesian Journal of Biology Education, 5(1), 9–18. DOI: https://doi.org/10.17509/aijbe.v5i1.43322

Zuhri, M. M., Adnan, A., & Saparuddin, S. (2023). Analisis kemampuan literasi sains peserta didik SMA kelas X IPA di Kota Makassar dalam menyelesaikan soal PISA. Bioscientist : Jurnal Ilmiah Biologi, 11(2), 1892-1902. DOI: https://doi.org/10.33394/bioscientist.v11i2.9384




DOI: http://dx.doi.org/10.20527/bino.v7i2.22503

Article Metrics

Abstract view : 388 times
PDF - 212 times

Refbacks

  • There are currently no refbacks.


Copyright (c) 2025 BIO-INOVED : Jurnal Biologi-Inovasi Pendidikan

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

BIO-INOVED Journal has been Accredited:

 

BIO-INOVED Journal has been Indexed/Abstracted/Listed by:

         

 

Managed by:

MASTER PROGRAM OF BIOLOGY EDUCATION
POSTGRADUATE PROGRAM
UNIVERSITAS LAMBUNG MANGKURAT

Jl. Brigjend H. Hasan Basry, Kampus ULM, Gedung Pascasarjana Lt.2, Kota Banjarmasin,
Kecamatan Banjarmasin Utara, Kode Pos 70123, Provinsi Kalimantan Selatan, Indonesia

 

Collaborate with:

 

Journal License:


BIO-INOVED : Jurnal Biologi-Inovasi Pendidikan is licensed under a 
Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License