The influence of communication and student engagement on higher order thinking skills in automotive vocational education
DOI:
https://doi.org/10.21831/jpv.v15i3.78228Keywords:
automotive education, communication, higher order thinking skills, student engagement, vocational educationAbstract
Higher order thinking skills (HOTS) are essential in vocational and engineering education; however, empirical evidence explaining how communication and student engagement jointly shape the development of HOTS remains limited, particularly in automotive contexts. This study aims to examine the partial and simultaneous influence of communication and student engagement on students’ HOTS, including problem-solving, critical thinking, and creativity. An ex post facto quantitative correlational design was employed, involving 208 undergraduate and diploma students from the Automotive Engineering Education and Vocational programs at Universitas Negeri Yogyakarta. Data were collected using validated questionnaires, and multiple linear regression analysis was conducted to determine both independent and combined effects of the predictor variables. The findings reveal that communication and student engagement each exert a positive and significant influence on HOTS, while their simultaneous contribution explains 71.9% of the variance in students’ HOTS scores. These results indicate that students who actively communicate, participate, and engage cognitively, behaviorally, emotionally, and agentically demonstrate stronger analytical, reflective, and creative thinking abilities. The study confirms that communication and engagement are not merely supporting attributes, but key drivers of advanced cognitive development in automotive vocational education. Implications highlight the importance of designing interactive and collaborative learning environments that foster participation and meaningful academic involvement to prepare students for increasingly complex professional challenges.
References
Abosalem, Y. (2016). Assessment techniques and students’ higher-order thinking skills. International Journal of Secondary Education, 4(1), 1. https://doi.org/10.11648/j.ijsedu.20160401.11
Afikah, A., Rohaeti, E., & Jumadi, J. (2022). Innovative learning in improving high-order thinking skills and communication skills: A systematic review. Jurnal Penelitian Pendidikan IPA, 8(5), 2229–2234. https://doi.org/10.29303/jppipa.v8i5.2091
Ariza, J. Á. (2023). Bringing active learning, experimentation, and student‐created videos in engineering: A study about teaching electronics and physical computing integrating online and mobile learning. Computer Applications in Engineering Education, 31(6), 1723–1749. https://doi.org/10.1002/cae.22673
Arumugam, A., Shanmugavelu, G., Parasuraman, B., Ariffin, K., Manickam, M. N., Vadivelu, M., & Kanapathy, K. (2021). Effective communication skills among married couples: An overview. EPRA International Journal of Research & Development (IJRD), 35–45. https://doi.org/10.36713/epra8135
Bean, J. C., & Melzer, D. (2021). Engaging ideas: The professor’s guide to integrating writing, critical thinking, and active learning in the classroom. John Wiley & Sons.
Bond, M., Buntins, K., Bedenlier, S., Zawacki-Richter, O., & Kerres, M. (2020). Mapping research in student engagement and educational technology in higher education: A systematic evidence map. International Journal of Educational Technology in Higher Education, 17(1), 2. https://doi.org/10.1186/s41239-019-0176-8
Brandt, W. C. (2023). Measuring student success skills: A review of the literature on creative thinking. National Center for the Improvement of Educational Assessment. https://files.eric.ed.gov/fulltext/ED645078.pdf
Ghavifekr, S. (2020). Collaborative learning: A key to enhance students’social interaction skills. MOJES: Malaysian Online Journal of Educational Sciences, 8(4), 9–21. https://ojie.um.edu.my/index.php/MOJES/article/view/26394
Ghozali, I. (2006). Aplikasi analisis multivariate dengan program SPSS. Badan Penerbit UNDIP.
Gillies, R. M. (2023). Using cooperative learning to enhance students’ learning and engagement during inquiry-based science. Education Sciences, 13(12), 1242. https://doi.org/10.3390/educsci13121242
Hasan, A., & Pardjono, P. (2019). The correlation of higher order thinking skills and work readiness of vocational high school students. Jurnal Pendidikan Teknologi Dan Kejuruan, 25(1), 52–61. https://doi.org/10.21831/jptk.v25i1.19118
Huda, Y., Jaya, P., Tasrif, E., & Elmi, H. (2023). Smart learning model in technical and vocational education training with webcast technology. Jurnal Pendidikan Vokasi, 13(2), 143–154. https://doi.org/10.21831/jpv.v13i2.59146
Hwang, G.-J., Lai, C.-L., Liang, J.-C., Chu, H.-C., & Tsai, C.-C. (2018). A long-term experiment to investigate the relationships between high school students’ perceptions of mobile learning and peer interaction and higher-order thinking tendencies. Educational Technology Research and Development, 66(1), 75–93. https://doi.org/10.1007/s11423-017-9540-3
Khoiri, A., Evalina, Komariah, N., Utami, R. T., Paramarta, V., Siswandi, Janudin, & Sunarsi, D. (2021). 4Cs analysis of 21st century skills-based school areas. Journal of Physics: Conference Series, 1764(1), 012142. https://doi.org/10.1088/1742-6596/1764/1/012142
Laelah, N. A., & Aeni, M. H. (2022). Pengaruh komunikasi interpersonal terhadap prestasi belajar pada mahasiswa. Virtu: Jurnal Kajian Komunikasi, Budaya Dan Islam, 2(2). https://journal.uinjkt.ac.id/index.php/virtu/article/view/29359
Maksum, H., & Purwanto, W. (2019). Model pembelajaran Pendidikan Vokasi Otomotif (PVO). UNP Press.
Mayombe, C. (2024). The contribution of experiential learning to self-directed learning approaches in higher education. In Teaching and Learning for a Sustainable Future: Innovative Strategies and Best Practices (pp. 91–108). IGI Global Scientific Publishing. https://doi.org/10.4018/978-1-6684-9859-0.ch005
Mitchell, J., Nyamapfene, A., Roach, K., & Tilley, E. (2019). Philosophies and pedagogies that shape an integrated engineering programme. Higher Education Pedagogies, 4(1), 180–196. https://doi.org/10.1080/23752696.2018.1507624
Miterianifa, M., Ashadi, A., Saputro, S., & Suciati, S. (2021). Higher order thinking skills in the 21st century: Critical thinking. Proceedings of the 1st International Conference on Social Science, Humanities, Education and Society Development, ICONS 2020, 30 November, Tegal, Indonesia. https://doi.org/10.4108/eai.30-11-2020.2303766
Prince, M. (2004). Does active learning work? A review of the research. Journal of Engineering Education, 93(3), 223–231. https://doi.org/10.1002/j.2168-9830.2004.tb00809.x
Purnama, Y. I., & Nurdianingsih, F. (2019). The impact of higher order thinking skills (HOTS) instructions in teaching EFL speaking skill from the perspective of students’ motivation. Lingua Cultura, 13(4), 313. https://doi.org/10.21512/lc.v13i4.6105
Purnamawati, P., & Saliruddin, S. (2017). The effectiveness of the use of metacognition-based industrial electronic learning tools in growing higher order thinking skills (HOTS). Jurnal Pendidikan Vokasi, 7(2), 139. https://doi.org/10.21831/jpv.v7i2.13447
Rachmad, Y. E., Rahman, A., Judijanto, L., Pudjiarti, E. S., Runtunuwu, P. C. H., Lestari, N. E., Wulandari, D., Suhirman, L., Rahmawati, F. A., Mukhlis, I. R., Fatmah, F., Saktisyahputra, S., Purba, A. E., Nopiah, R., Winarni, A. T., Fanani, A. F., & Mintarsih, M. (2024). Integrasi metode kuantitatif dan kualitatif: Panduan praktis penelitian campuran. PT. Green Pustaka Indonesia. https://books.google.co.id/books?id=hu4CEQAAQBAJ
Rad, E. M., & Forbes, T. J. (2017). Is mastering creative thinking skills a mandatory competency for interventional cardiologists? Journal of Advances in Medical Education (JAMED), 1(1). https://www.researchgate.net/profile/Elaheh-Malakan-Rad-2/publication/291945838_Is_mastering_creative_thinking_skills_a_mandatory_competency_for_Interventional_Cardiologists/links/56a76c9808aeded22e36d127/Is-mastering-creative-thinking-skills-a-mandatory-
Rahman, M. H. A., Jaafar, J., & Huda, M. (2024). Information and communication skills for higher learners competence model. In Proceedings of the Computational Methods in Systems and Software (pp. 357–375). Springer International Publishing. https://doi.org/10.1007/978-3-031-53549-9_36
Reeve, J., & Tseng, C.-M. (2011). Agency as a fourth aspect of students’ engagement during learning activities. Contemporary Educational Psychology, 36(4), 257–267. https://doi.org/10.1016/j.cedpsych.2011.05.002
Reyes, M. R., Brackett, M. A., Rivers, S. E., White, M., & Salovey, P. (2012). Classroom emotional climate, student engagement, and academic achievement. Journal of Educational Psychology, 104(3), 700–712. https://doi.org/10.1037/a0027268
Rogmans, T., & Abaza, W. (2019). The impact of international business strategy simulation games on student engagement. Simulation & Gaming, 50(3), 393–407. https://doi.org/10.1177/1046878119848138
Safitri, D., Setiawan, A., Suhandi, A., Malik, A., Sahida Lisdiani, S. A., & Sapriadil. (2019). The effects of Higher Order Thinking (HOT) laboratory design in hooke law on student’s creative thinking skills. Journal of Physics: Conference Series, 1204, 012037. https://doi.org/10.1088/1742-6596/1204/1/012037
Singh, C. K. S., & Marappan, P. (2020). A review of research on the importance of Higher Order Thinking Skills (HOTS) in teaching English Language. Journal of Critical Reviews, 7(8), 740–747. https://doi.org/10.31838/jcr.07.08.161
Skinner, E. A. (2016). Engagement and disaffection as central to processes of motivational resilience and development. In Handbook of motivation at school. Routledge.
Sonal, G., Israrul, H. M., & Ganesh, S. (2024). Human skills in the era of Industry 4.0 in the Indian automotive industry. Abhigyan, 42(2), 123–144. https://doi.org/10.1177/09702385241235459
Tanujaya, B., Mumu, J., & Margono, G. (2017). The relationship between higher order thinking skills and academic performance of student in mathematics instruction. International Education Studies, 10(11), 78. https://doi.org/10.5539/ies.v10n11p78
Teemant, A. (2016). The effects of higher order thinking on student achievement and English proficiency. ITJ, 13(1). https://d1wqtxts1xzle7.cloudfront.net/88883280/sradams_2C_Journal_manager_2C_Teemant_21254-30682-1-PB__282_29.pdf_filename_UTF-8sradams_2C_Journal_manager_2C_Teemant_21254-30682-1-PB_-libre.pdf?1658566148=&response-content-disposition=inline%253B+filename%253
Teng, Y., & Wang, X. (2021). The effect of two educational technology tools on student engagement in Chinese EFL courses. International Journal of Educational Technology in Higher Education, 18(1), 27. https://doi.org/10.1186/s41239-021-00263-0
Thompson, T. (2008). Mathematics teachers’ interpretation of higher-order thinking in Bloom’s taxonomy. International Electronic Journal of Mathematics Education, 3(2), 96–109. https://doi.org/10.29333/iejme/221
Tong, D. H., Uyen, B. P., & Van Anh Quoc, N. (2021). The improvement of 10th students’ mathematical communication skills through learning ellipse topics. Heliyon, 7(11), e08282. https://doi.org/10.1016/j.heliyon.2021.e08282
Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes (Vol. 86). Harvard University Press.
Walters-Williams, J. (2022). H-CUP: Increasing higher order thinking skills levels through a framework based on cognitive apprenticeship, universal design and project based learning. Creative Education, 13(09), 2878–2902. https://doi.org/10.4236/ce.2022.139181
Wiratna, S. (2014). Panduan penelitian kebidanan dengan SPSS. Pustaka Baru Press.
Wu, M., Siswanto, I., Suyanto, W., Sampurno, Y. G., & Tan, W. (2018). Creative thinking curriculum infusion for students of teachers’ education program. Jurnal Pendidikan Teknologi Dan Kejuruan, 24(1), 1–12. https://doi.org/10.21831/jptk.v24i1.16883
Yang, D., Lavonen, J. M., & Niemi, H. (2018). Online learning engagement: Critical factors and research evidence from literature. Themes in ELearning, 11(1), 1–22. https://eric.ed.gov/?id=EJ1204753
Yuniarti, N., Rahmawati, Y., Anwar, M., Al Hakim, V. G., Hidayat, H., Hariyanto, D., Husna, A. F., & Wang, J. (2024). Augmented reality‐based higher order thinking skills learning media: Enhancing learning performance through self‐regulated learning, digital literacy, and critical thinking skills in vocational teacher education. European Journal of Education, 59(4), e12725. https://doi.org/10.1111/ejed.12725
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