Guided Inquiry in Science Education: A Bibliometric and Systematic Review of Critical Thinking and Science Literacy Research

Aldi Alfiansyah Wibowo(1), Paidi Paidi(2*), Ghani Walandipa(3),


(1) Master of Science Program in Biology Education, Faculty of Mathematics and Natural Sciences, Yogyakarta State University
(2) Department of Biology Education, Faculty of Mathematics and Natural Sciences, Yogyakarta State University
(3) Master of Science Program in Biology Education, Faculty of Mathematics and Natural Sciences, Yogyakarta State University
(*) Corresponding Author

Abstract


The Guided Inquiry model represents an increasingly prominent pedagogical approach in science education, demonstrating substantial potential to foster critical thinking skills and science literacy through structured investigative processes. This study aims to map research trends in the application of Guided Inquiry over a ten-year period (2016–2026), identify emerging research innovations, and delineate prospective directions for future scholarly development in this domain. Data were systematically retrieved from the Scopus database in February 2026, yielding an initial corpus of 609 articles. A rigorous selection process was subsequently conducted in accordance with the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) framework, applying predefined inclusion and exclusion criteria, which resulted in 154 articles eligible for final analysis. A bibliometric approach was employed in conjunction with a systematic literature review, utilizing VOSviewer and Microsoft Excel 2021 as analytical tools. The findings reveal a consistent upward trajectory in annual publication output, with a notable peak recorded in 2025, alongside the identification of seven distinct, interconnected keyword clusters. The most frequently occurring keywords encompass Guided Inquiry, Inquiry-Based Learning, Critical Thinking, and Scientific Literacy. Overlay and density visualizations further indicate that these thematic areas remain dynamically evolving, while their integration with complementary pedagogical approaches constitutes a salient gap warranting further investigation in the context of science education. Future research is recommended to prioritize longitudinal and experimental studies examining the sustained impact of Guided Inquiry on critical thinking and science literacy, explore its integration with emerging digital technologies such as Artificial Intelligence and Virtual Reality, and conduct cross-cultural comparative investigations to broaden the generalizability of current findings across diverse educational contexts and systems.


Keywords


Guided Inquiry, Critical Thinking Skills, Science Literacy, Bibliometric Analysis, Inquiry-based learning

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References


Aiman, U., Hasyda, S., & Uslan. (2020). The influence of process oriented guided inquiry learning (POGIL) model assisted by realia media to improve scientific literacy and critical thinking skill of primary school students. European Journal of Educational Research, 9(4), 1635–1647. https://doi.org/10.12973/EU-JER.9.4.1635

Almulla, M. A., & Al-Rahmi, W. M. (2023). Integrated Social Cognitive Theory with Learning Input Factors: The Effects of Problem-Solving Skills and Critical Thinking Skills on Learning Performance Sustainability. Sustainability (Switzerland), 15(5). https://doi.org/10.3390/su15053978

Amalia, I. R., & Kuntjoro, S. (2026). Validity of Guided inquiry-Based E-Modules on Environmental Change Material to Train Students' Science Literacy Skills. Biodik: Scientific Journal of Biology Education, 12, 1–15.

Aprizanti, Y. (2023). Application of Guided Inquiry Model to Improve Students' Science Literacy in Biology Science Learning. Journal of Didactic Elementary Education, 7(2), 411–436. https://doi.org/10.26811/didaktika.v7i2.618

Arana-Cuenca, A., Morcillo, F., & Garrido, G. (2025). Self-Perception of Critical Thinking in High School Students Through Scientific Inquiry on DNA Extraction. Educational Process: International Journal, 15. https://doi.org/10.22521/edupij.2025.15.116

Aras, N. F., Lestari, M., Pendit, S. S. D., & Sani, N. K. (2024). The Critical Thinking Skills of Students Through Guided Inquiry Models in Elementary School. Journal of Teacher and Learning Studies, 7(3), 1142–1152. https://doi.org/10.30605/jsgp.7.3.2024.4703

Arif, S., & Asikhin, F. N. (2022). The Effectiveness of the Pictorial Riddle Method-Assisted Guided Inquiry Learning Model on Students' Critical Thinking Skills. Journal of Mathematics and Natural Sciences Education, 12(3), 1–7.

Arifin, Z., Sukarmin, Saputro, S., & Kamari, A. (2025). The effect of inquiry-based learning on students' critical thinking skills in science education: A systematic review and meta-analysis. Eurasia Journal of Mathematics, Science and Technology Education, 21(3). https://doi.org/10.29333/ejmste/15988

Astuti, S. R. D., Firdaus, S., & Wahyuni, S. (2023). Bibliometric Analysis: Research Trends on the Relationship of Critical Thinking Ability to Environmental Awareness in Science Learning. ScienceEdu, VI(2), 139–149.

Banila, L., Lestari, H., & Siskandar, R. (2021). Application of Blended Learning with a STEM Approach to Improve Students' Science Literacy Ability during the Co. Journal of Biology Learning, 3(1), 25–33.

Chen, R. H. (2021). Fostering students' workplace communicative competence and collaborative mindset through an inquiry-based learning design. Education Sciences, 11(1), 1–13. https://doi.org/10.3390/educsci11010017

Day, S. J., Godsell, J., & Zhang, W. (2018). Researching product-service systems for consumers : insights from a systematic literature review. Conference: EurOMA Conference 2018 In Budapest, Hungary. , June.

Dewi, D. K., Ardhana, W., Irtadji, Chusniyah, T., & Sulianti, A. (2021). Inquiry-based learning implementation to improve critical thinking of prospective teachers. International Journal of Information and Education Technology, 11(12), 638–645. https://doi.org/10.18178/IJIET.2021.11.12.1575

Dewi, R. M., & Prodjosantoso, A. (2024). The Influence of Inquiry Learning Based on Socio-Scientific Issues (SSI) on High School Students' Inquiry Skills and Chemical Literacy. Journal of Science Education Research, 10(10), 8185–8196. https://doi.org/10.29303/jppipa.v10i10.7420

Doolittle, P., Wojdak, K., & Walters, A. (2023). Defining Active Learning: A Restricted Systematic Review. Teaching and Learning Inquiry, 11. https://doi.org/10.20343/teachlearninqu.11.25

Duran, M., & Dökme, I. (2016). The effect of the inquiry-based learning approach on student's critical-thinking skills. Eurasia Journal of Mathematics, Science and Technology Education, 12(12), 2887–2908. https://doi.org/10.12973/eurasia.2016.02311a

Garza-Reyes, J. A. (2015). Green Lean and the Need for Six Sigma. International Journal of Lean Six Sigma, 6, 226–248. https://www.emerald.com/ijlss/article-abstract/6/3/226/135790/Green-lean-and-the-need-for-Six-Sigma?redirectedFrom=fulltext

Gormally, C., Brickman, P., Hallar, B., & Armstrong, N. (2009). Effects of Inquiry-based Learning on Students' Science Literacy Skills and Confidence. International Journal for the Scholarship of Teaching and Learning, 3(2). https://doi.org/10.20429/ijsotl.2009.030216

Hartono, A., Djulia, E., Hasruddin, & Jayanti, U. N. A. D. (2023). Biology Students' Science Literacy Level on Genetic Concepts. Indonesian Journal of Science Education, 12(1), 146–152. https://doi.org/10.15294/jpii.v12i1.39941

Heather, B., & Randi, B. (2008). Structured Inquiry: Dancing Raisins. Science and Children, 26–29. www.teachersource.com

Heksa. (2020). Inquiry Learning during the Pandemic. Deepublish (CV Budi Utama Publishing Group).

Indriyanti, F., Fauziah, T. N., & Nuryadin, A. (2023). Bibliometric Analysis of the Use of Learning Videos in Elementary Schools in 2013-2022 Using the VOSViewer Application. Journal of Educatio FKIP UNMA, 9(1), 23–31. https://doi.org/10.31949/educatio.v9i1.3906

Irwanto, Saputro, A. D., Rohaeti, E., & Prodjosantoso, A. K. (2018). Promoting Critical Thinking and Problem Solving Skills of Preservice Elementary Teachers through Process-Oriented Guided-Inquiry Learning (POGIL). International Journal of Instruction, 11(4), 777–794. https://doi.org/10.12973/iji.2018.11449a

Istiqomah, C. Z., & Hariyono, E. (2019). Improving Students' Science Literacy Using the Guided Inquiry Learning Model. Chemical Reviews, 8(2), 55.

Jannah, M., Sudibyo, E., & Mursyidah, R. W. (2024). Analysis of Students' Science Literacy Skills through the Implementation of the Guided Inquiry Learning Model. Pensa E-Jurnal: Science Education, 12(3), 88–92.

Kang, J. (2022). Interrelationship Between Inquiry-Based Learning and Instructional Quality in Predicting Science Literacy. Research in Science Education, 52(1), 339–355. https://doi.org/10.1007/s11165-020-09946-6

Kirk, M., Tytler, R., & White, P. (2023). Critical thinking in primary science through a guided inquiry pedagogy: A semiotic perspective. Teachers and Teaching: Theory and Practice, 29(6), 615–637. https://doi.org/10.1080/13540602.2023.2191181

Kunnath, A. J., & Botes, W. (2025). Transforming science education with artificial intelligence: Enhancing inquiry-based learning and critical thinking in South African science classrooms. Eurasia Journal of Mathematics, Science and Technology Education, 21(6). https://doi.org/10.29333/ejmste/16532

Lestari, H., Rahmawati, I., Ali, M., Sopandi, W., & Wulan, A. R. (2023). Trends of ESD Oriented RADEC Learning Model in Elementary Education: Review and Bibliometric Analysis. Journal of Science Education Research, 9(10), 766–775.

https://doi.org/10.29303/jppipa.v9i10.3785

Mashudi, M. (2021). Modern Learning: Equipping Students with 21st Century Skills. Al-Mudarris (Scientific Journal of Islamic Education), 4(1), 93–114. https://doi.org/10.23971/mdr.v4i1.3187

Masitoh, I. D., Marjono, & Ariyanto, J. (2017). The Influence of Guided Inquiry Learning Toward Critical Thinking Skills of X MIA Students on Environmental Pollution Material in Surakarta. Bioeducation, 10(1), 71–79. http://dx.doi.org/10.20961/bioedukasi-uns.v10i1.11276

Muafiro, A., & Sudibyo, E. (2022). Implementation of LKPD Based on Guided Inquiry on Water Pollution Materials to Train Critical Thinking Skills of Junior High School Students. Pensa E-Journal, 10(2), 214–220. https://ejournal.unesa.ac.id/index.php/pensa

Muhtadin, I., Susilahati, S., & Santoso, G. (2023). Transformation Work Discipline, Leadership Style, And Employees Performance Based On 21st Century. Proceedings of the 1st Pedagogika International Conference on Educational Innovation, Harvey 2003. https://doi.org/10.4108/eai.15-9-2022.2335931

Mujriati, A., Purwoko, A. A., & Savalas, L. R. T. (2025). A systematic review of scientific inquiry research: trends in science literacy and critical thinking (2016–2025). Current Educational Review, 1(3), 110–121. https://doi.org/10.56566/cer.v1i3.404

Mukaromah, K., & Fibriana, F. (2024). Improvement of Students' Critical Thinking Skills by Guided Inquiry with Augmented Reality-based Solar System Learning Media. International Journal of Science Education and Teaching, 3(3), 86–96. http://doi.org/10.14456/ijset.2024.8

Muliani, N. K. D., & Wibawa, I. M. C. (2019). The Influence of Guided Inquiry Learning Models on Science Learning Outcomes. Journal of Educational Research and Development, 3(2), 122. https://doi.org/10.23887/jppp.v3i2.17390

Mulyani, S., Susanti VH, E., Ariani, S. R. D., Utomo, S. B., Kharolinasari, R., & Panie, M. Y. (2022). Multiple Representation-Based Blended Learning Model for Chemistry Learning in High School. Paedagogia, 25(1), 55–64. https://jurnal.uns.ac.id/paedagogia/article/view/56298/pdf

Musyarrafah, S. K., & Muqarramah, S. K. (2021). Bibliometric Analysis in Education Research: Theory and Implementation. Journal on Education, 03(04), 518–537.

Ngalimun. (2018). Learning Strategies and Models (revised edition). Aswaja Presindo. https://library.utp.ac.id/index.php?p=show_detail&id=1042

Nugraha, A. J., Suyitno, H., & Susilaningsih, E. (2017). The Effect of Problem Based Learning model on students' Critical Thinking Skills, Science Process Skills, and Motivation in elementary school. Journal of Primary Education, 6(1), 35–43.

Nurul, F., & Winoto, Y. (2022). Bibliometric mapping of research developments using information architecture topics on Google scholar using Vosviewer Abstract. Informatio: Journal of Library and Information Science, 2(1), 43–60.

Paul, R., & Elder, L. (2008). Critical & Creative Thinking. Foundation for Critical Thinking Press. https://www.taylorfrancis.com/chapters/mono/10.4324/9781003108535-39/critical-creative-thinking-randy-deutsch

Perwitasari, S. I., Hariyono, E., & Susantini, E. (2023). Implementation of ESD (Education for Sustainable Development) in Climate Change Learning: A Literature Review. IJORER: International Journal of Recent Educational Research, 4(4), 399–415. https://doi.org/10.46245/ijorer.v4i4.317

Romero-Ariza, M. (2017). Inquiry learning: is there enough evidence on its benefits in science teaching? Eureka Journal of Science Teaching and Dissemination, 14(2), 286–299. https://doi.org/10.25267/rev_eureka_ensen_divulg_cienc.2017.v14.i2.01

Romero-Ariza, M., Quesada, A., Abril, A. M., Sorensen, P., & Oliver, M. C. (2020). Highly Recommended and Poorly Used: English and Spanish Science Teachers' Views of Inquiry-based Learning (IBL) and its Enactment. Eurasia Journal of Mathematics, Science and Technology Education, 16(1), 1–16. https://doi.org/10.29333/ejmste/109658

Sadaf, A., Wu, T., & Martin, F. (2021). Cognitive Presence in Online Learning: A Systematic Review of Empirical Research from 2000 to 2019. Computers and Education Open, 2, 100050. https://doi.org/10.1016/j.caeo.2021.100050

Safitri, M., Aziz, M. R., Wangge, M. C. T., Jalal, N. M., Louk, M. J. H., Heryanto, H., Budiana, I., Ratnaningsih, P. W., Tambunan, H., & Damopolii, I. (2021). Innovative Learning Models (T. S. Tambunan (ed.)). Indonesian Science Media.

Santana Vega, L. E., Feliciano García, L. A., & Suárez Perdomo, A. (2020). Research-based learning in the university context: a systematic review. Spanish Journal of Pedagogy, 78(277), 517–535. https://doi.org/10.22550/rep78-3-2020-08

Sapriati, A., Rahayu, U., Sausan, I., Sekarwinahyu, M., & Anam, R. S. (2024). The Impact of Inquiry-Based Learning on Students' Critical Thinking in Biology Education Programs Within Open and Distance Learning Systems. Indonesian Journal of Science Education, 13(3), 367–376. https://doi.org/10.15294/7sty9026

Sari, F. N., Economics, P., Jember, U., Economy, P., Jember, U., Economy, P., Jember, U., Learning, P. B., Kritis, B., Opportunity, B., Learning, P. B., Skills, T., & Cost, O. (2025). The Effectiveness Of Students' Critical Thinking In The Guided Inquiry Learning Model and The Problem Based Learning Model. Journal of Economic Education (JUPE), 13(1), 1–8.

Septiyanto, A., Ashidiq, R. M., & Prima, E. C. (2022). Investigation of STEM Education Research Trends: Bibliometric Analysis from 2018-2022. XIII National Science Seminar, 649–665.

Styers, M. L., Van Zandt, P. A., & Hayden, K. L. (2018). Active learning in flipped life science courses promotes development of critical thinking skills. CBE Life Sciences Education, 17(3), 1–13. https://doi.org/10.1187/cbe.16-11-0332

Tranfield, D. (2003). A systematic review of literature on offshoring of value chain activities. Journal of International Management, 19(4), 390–406. https://doi.org/10.1016/j.intman.2013.03.011

Urdanivia Alarcon, D. A., Talavera-Mendoza, F., Rucano Paucar, F. H., Cayani Caceres, K. S., & Machaca Viza, R. (2023). Science and inquiry-based teaching and learning: a systematic review. Frontiers in Education, 8. https://doi.org/10.3389/feduc.2023.1170487

Wale, B. D., & Bishaw, K. S. (2020). Effects of using inquiry-based learning on EFL students' critical thinking skills. Asian-Pacific Journal of Second and Foreign Language Education, 5(1). https://doi.org/10.1186/s40862-020-00090-2

Wen, Y., Wu, L., He, S., Ng, N. H. E., Teo, B. C., Looi, C. K., & Cai, Y. (2023). Integrating augmented reality into inquiry-based learning approach in primary science classrooms. Educational Technology Research and Development, 71(4), 1631–1651. https://doi.org/10.1007/s11423-023-10235-y

Yani, N. F., & Soebagyo, J. (2023). Bibliometric Analysis of Mathematical Communication Skills Using Scopus Database. Journal of Mathematics and Science Education, 14(1), 57. https://doi.org/10.26418/jpmipa.v14i1.53902

Yaumie, S. N., Jatmiko, B., Satriawan, M., Imam, Zainul Arifin, & Arivi, Maharani Agustina. (2025). Journal of Mathematics and Natural Sciences Education. Journal of Mathematics and Natural Sciences Education, 26(3), 1893–1908.

Zulaika, A., Erlina, & Rachmat Sahputra. (2022). Journal of Mathematics and Natural Sciences Education. Journal of Mathematics and Natural Sciences Education, 12(1), 1–7.




DOI: 10.24235/sc.educatia.v14i2.24277

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