The Influence of STEAM Education on Students' Interest in Technology at Middle Schools in Indonesia

Main Article Content

Nuril Huda
Fini Widya Fransiska
Sabil Mokodenseho
Boby Hidayat Tabilantang
Ayudia Mokodompit

Abstract

This research investigates the impact of STEAM (Science, Technology, Engineering, Arts, and Mathematics) education on student interest and technology integration in Indonesian secondary schools through a quantitative analysis. A sample of 250 students was surveyed, and data were analyzed using Structural Equation Modeling with Partial Least Squares (SEM-PLS). The results reveal significant relationships between STEAM education, student interest, and technology integration. The measurement model demonstrates robust reliability and validity, while discriminant validity is supported. The structural model indicates that STEAM education positively influences both student interest and technology integration, with student interest mediating the relationship between STEAM education and technology. The study provides practical implications for educational practices, emphasizing the importance of transdisciplinary collaboration and effective teaching strategies to enhance student interest and foster technology integration in secondary education.

Article Details

How to Cite
Huda, N., Fransiska, F. W., Mokodenseho, S., Tabilantang, B. H., & Mokodompit, A. (2024). The Influence of STEAM Education on Students’ Interest in Technology at Middle Schools in Indonesia. The Eastasouth Journal of Learning and Educations, 2(01), 50–62. https://doi.org/10.58812/esle.v2i01.226
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References

S. Naim and S. Mokodenseho, “Implementation of the Virtual Learning Models during the Covid-19 Pandemic: Students’ Perspectives and Its Lessons,” J. Kependidikan J. Has. Penelit. dan Kaji. Kepustakaan di Bid. Pendidikan, Pengajaran dan Pembelajaran, vol. 8, no. 3, p. 617, 2022, doi: 10.33394/jk.v8i3.5570.

K. Kusno, “Development of STEAM-Based Integrative Learning Tools on The Topic of Islamic Mathematization,” Asian J. Soc. Humanit., vol. 1, no. 08, pp. 357–367, 2023, doi: 10.59888/ajosh.v1i08.40.

D. Lestari, N. Ibrahim, and C. Iriani, “STEAM: Science, Technology, Engineering, Art, and Mathematics on History Learning in the 21st Century,” J. Educ. Res. Eval., vol. 7, no. 2, pp. 306–312, 2023, doi: 10.23887/jere.v7i2.44172.

D. L. Smerda-Mason, “Integration of STEAM education supports the future of cybersecurity,” Handb. Res. Curr. Trends Cybersecurity Educ. Technol., pp. 140–155, 2023, doi: 10.4018/978-1-6684-6092-4.ch008.

Z. Zhan, Q. Hu, X. Liu, and S. Wang, “STEAM Education and the Innovative Pedagogies in the Intelligence Era,” Applied Sciences, vol. 13, no. 9. 2023. doi: 10.3390/app13095381.

K. Koirala, STEAM-Based Integrated Curriculum: Perceptions and Practices of School Head Teachers. 2023. doi: 10.21203/rs.3.rs-2842190/v1.

M. Idris and S. Mokodenseho, “Model Pendidikan Islam Progresif,” J-PAI J. Pendidik. Agama Islam, vol. 7, no. 2, pp. 72–86, 2021, doi: 10.18860/jpai.v7i2.11682.

A. Nurdin, S. A. A. Samad, M. Samad, and F. Fakrurrazi, “Government Policy Regarding Education in Indonesia: Analysis of Competence-Based Curriculum, Educational Unit Level Curriculum, and Curriculum 2013,” J. Gov. Soc. Policy, vol. 4, no. 1, pp. 139–155, 2023, doi: 10.24815/gaspol.v4i1.31812.

Mada Aditia Wardhana, Ida Aju Brahmasari, and Ida Aju Brahma Ratih, “Workplace learning in an effort to get recognition of Indonesian qualifications framework for career enhancement and employee competitiveness,” World J. Adv. Res. Rev., vol. 18, no. 3, pp. 494–504, 2023, doi: 10.30574/wjarr.2023.18.3.1094.

A. Nandang Mustafa, “Reflection on the Latest Pisa Results of Indonesia,” Int. J. Adv. Res., vol. 11, no. 05, pp. 1223–1228, 2023, doi: 10.21474/ijar01/16988.

K. Adnyana, “Penilaian Bahasa Indonesia Dalam Kurikulum Merdeka,” Stilistika J. Pendidik. Bhs. dan Seni, vol. 11, pp. 343–359, May 2023, doi: 10.59672/stilistika.v11i2.2849.

F. A. Putra, “Reducing Youth Unemployemt Through Technical and Vocational Education and Training,” J. Econ. Policy, vol. 16, no. 1, pp. 150–169, 2023, [Online]. Available: http://journal.unnes.ac.id/nju/index.php/jejak

F. N. Arifah et al., “Meningkatkan Akses Pendidikan Berkualitas Melalui Program Pengabdian Masyarakat di Provinsi Jawa Tengah: Pendekatan Inklusif dan Berbasis Teknologi,” J. Pengabdi. West Sci., vol. 2, no. 06 SE-Artikel, pp. 442–450, Jun. 2023, doi: 10.58812/jpws.v2i6.450.

Arkam Lahiya and Sabil Mokodenseho, “Examining the Relationship between Technological Infrastructure and the Quality of Online Education Programs,” West Sci. Interdiscip. Stud., vol. 1, no. 02 SE-Articles, pp. 74–83, Feb. 2023, doi: 10.58812/wsis.v1i2.90.

S. Mokodenseho, R. Mokodenseho, M. Idris, M. F. Mamonto, and R. Awumbas, “Library Managers’ Strategy in Increasing Students’ Reading Interest At Min 1 Manado,” J. Islam. Educ. Policy, vol. 8, no. 1, pp. 34–46, 2023, [Online]. Available: http://journal.iain-manado.ac.id/index.php/jiep/article/view/2288/1399

E. W. Muh. Idris Ismail Suardi Wekke, Sabil Mokodenseho, “Peace Resolution in Education and Application on Information and Communication Technologhy,” Int. J. Adv. Sci. Technol., vol. 29, no. 06 SE-Articles, pp. 3349–3358, May 2020, [Online]. Available: http://sersc.org/journals/index.php/IJAST/article/view/14076

A. Asrizal, M. Dhanil, and U. Usmeldi, “The Effect of STEAM on Science Learning on Student Learning Achievement: A Meta-Analysis,” J. Penelit. Pendidik. IPA, vol. 9, pp. 1650–1657, Apr. 2023, doi: 10.29303/jppipa.v9i4.3108.

N. Nurhasnah, F. Festiyed, and Y. Busmairizal, “A Review Analysis: Implementation of STEAM Project Based Learning in Science Learning,” SEJ (Science Educ. Journal), vol. 7, pp. 1–13, May 2023, doi: 10.21070/sej.v7i1.1623.

T. M. Widyastuti, Y. A. Suminar, T. R. Herawati, R. N. Kusumaningrum, and B. Binarsa, “Workshop on Steam Learning Strategy Development with Loosparts Media for Kindergarten Teachers,” AURELIA J. Penelit. dan Pengabdi. Masy. Indones., vol. 2, no. 2, pp. 767–773, 2023, doi: 10.57235/aurelia.v2i2.660.

S. Chen and Y. Ding, “Assessing the Psychometric Properties of STEAM Competence in Primary School Students: A Construct Measurement Study,” J. Psychoeduc. Assess., vol. 41, no. 7, pp. 796–810, Jun. 2023, doi: 10.1177/07342829231186685.

N. Kamil and E. Anggraeni HR, “Implementation of STEAM in Preschool as a 21st-Century Learning Innovation,” JOYCED J. Early Child. Educ., vol. 3, no. 1 SE-Articles, pp. 54–65, Jun. 2023, doi: 10.14421/joyced.2023.31-06.

M. A. Habibi, “Effect of the STEAM Method on Children’s Creativity,” J. Penelit. Pendidik. IPA, vol. 9, pp. 315–321, Jan. 2023, doi: 10.29303/jppipa.v9i1.2378.

D. Marques et al., “A STEAM Experience in the Mathematics Classroom: The Role of a Science Cartoon,” Education Sciences, vol. 13, no. 4. 2023. doi: 10.3390/educsci13040392.

I. Yepes and D. Barone, Drones as Pedagogical Technology in STEAM Subjects: Analysis of Student Perceptions. 2023. doi: 10.23919/EAEEIE55804.2023.10181915.

A. Zaher, G. Hussain, and H. Altabbakh, “An Active Learning Approach for Applying STEAMeD-based Education in Engineering Programs,” Int. J. Eng. Pedagog., vol. 13, pp. 4–26, Apr. 2023, doi: 10.3991/ijep.v13i3.34819.

I. Arpaci, M. S. Dogru, H. Kanj, N. Ali, and M. Bahari, “An Experimental Study on the Implementation of a STEAM-Based Learning Module in Science Education,” Sustainability, vol. 15, no. 8. 2023. doi: 10.3390/su15086807.

M. Bertrand and I. Namukas, “A pedagogical model for STEAM education,” J. Res. Innov. Teach. Learn., vol. 16, Apr. 2022, doi: 10.1108/JRIT-12-2021-0081.

I. Sentriyo, N. Sumarna, L. Rabani, and W. O. L. Arisanti, “Integration of Digital Technology in the Learning Process Through Problem-Based Learning Models,” AL-ISHLAH J. Pendidik., vol. 15, no. 2, pp. 2266–2274, 2023, doi: 10.35445/alishlah.v15i2.3241.

A. Staples, M. Pugach, and D. Himes, “Rethinking the Technology Integration Challenge,” J. Res. Technol. Educ., vol. 37, pp. 285–311, Mar. 2005, doi: 10.1080/15391523.2005.10782438.

M. K. Rathore and R. Sonawat, “Integration of technology in education and its impact on learning of students,” pp. 235–246, Jan. 2015.

F. Toma, A. Ardelean, C. Grădinaru, A. Nedelea, and D. C. Diaconu, “Effects of ICT Integration in Teaching Using Learning Activities,” Sustainability, vol. 15, no. 8. 2023. doi: 10.3390/su15086885.

C. Zhou, “Integration of modern technologies in higher education on the example of artificial intelligence use,” Educ. Inf. Technol., vol. 28, pp. 1–18, Oct. 2022, doi: 10.1007/s10639-022-11309-9.

J. F. Hair, J. J. Risher, M. Sarstedt, and C. M. Ringle, “When to use and how to report the results of PLS-SEM,” Eur. Bus. Rev., vol. 31, no. 1, pp. 2–24, 2019, doi: https://doi.org/10.1108/EBR-11-2018-0203.

J. F. Hair, G. T. M. Hult, and C. M. Ringle, “A primer on partial least squares structural equation modeling (PLS-SEM),” 2017.

W. W. Chin, “How to Write Up and Report PLS Analyses BT - Handbook of Partial Least Squares: Concepts, Methods and Applications,” V. Esposito Vinzi, W. W. Chin, J. Henseler, and H. Wang, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2010, pp. 655–690. doi: 10.1007/978-3-540-32827-8_29.

M. Sarstedt, C. M. Ringle, and J. F. Hair, “Treating unobserved heterogeneity in PLS-SEM: A multi-method approach,” Partial least squares path Model. Basic concepts, Methodol. issues Appl., pp. 197–217, 2017.

B. H. Kim and J. Kim, “Development and validation of evaluation indicators for teaching competency in STEAM education in Korea,” Eurasia J. Math. Sci. Technol. Educ., vol. 12, no. 7, pp. 1909–1924, 2016, doi: 10.12973/eurasia.2016.1537a.

E. Johnson-Green, C. Lee, and M. Flannery, “A musical perspective on STEM: Evaluating the EcoSonic Playground Project from a co-equal STEAM integration standpoint,” Jan. 2020.

T. Hsu, Y. Chang, M.-S. Chen, I.-F. Tsai, and C.-Y. Yu, “A validity and reliability study of the formative model for the indicators of STEAM education creations,” Educ. Inf. Technol., vol. 28, Dec. 2022, doi: 10.1007/s10639-022-11412-x.

M. Murniati and E. Erika, “Attitudes of Students: Adoption of Scientific Attitudes and Interest in Increasing Study,” Schrödinger J. Phys. Educ., vol. 4, no. 1 SE-Articles, pp. 7–11, Mar. 2023, doi: 10.37251/sjpe.v4i1.491.

A. S. Pamungkas and N. Halimah, “Increasing Interest and Learning Outcomes of Elementary School Students in Style Material Through Blended Learning,” At-Tasyrih J. Pendidik. dan Huk. Islam, vol. 7, no. 1 SE-Articles, pp. 62–76, Jun. 2023, doi: 10.55849/attasyrih.v7i1.150.

D. S, B. Turaqulov, and J. Kigo, “Attitude of Students’ Interest in Learning Physics,” Schrödinger J. Phys. Educ., vol. 4, pp. 59–63, Sep. 2023, doi: 10.37251/sjpe.v4i3.697.

G. M. Anggita et al., The Differences of Elementary School Students’ Interest on Traditional Games and Online Games. 2020. doi: 10.4108/eai.22-7-2020.2300277.

B. Duan, Y. Zhong, and D. Liu, “Education Application of Blockchain Technology: Learning Outcome and Meta-Diploma,” in 2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS), 2017, pp. 814–817. doi: 10.1109/ICPADS.2017.00114.

T.-C. Hsu, Y.-S. Chang, M.-S. Chen, I.-F. Tsai, and C.-Y. Yu, “A validity and reliability study of the formative model for the indicators of STEAM education creations,” Educ. Inf. Technol., vol. 28, no. 7, pp. 8855–8878, 2023, doi: 10.1007/s10639-022-11412-x.

Z. Altinay-Gazi and F. Altinay-Aksal, “Technology as mediation tool for improving teaching profession in higher education practices,” Eurasia J. Math. Sci. Technol. Educ., vol. 13, no. 3, pp. 803–813, 2017, doi: 10.12973/eurasia.2017.00644a.

W. Li, “New Technology Indicator for Technological Progress,” 2015.

B. S. Hughes, M. W. Corrigan, D. Grove, S. B. Andersen, and J. T. Wong, “Integrating arts with STEM and leading with STEAM to increase science learning with equity for emerging bilingual learners in the United States,” Int. J. STEM Educ., vol. 9, no. 1, pp. 1–19, 2022.

K. G. Townsley, “From STEM to STEAM: The neuroscience behind the movement towards arts integration in K-12 Curricula,” 2017.

N. H. Hau, T. V. Cuong, and T. T. Tinh, “Students and teachers ‘perspective of the importance of arts in steam education in Vietnam,” J. Crit. Rev., vol. 7, no. 11, pp. 666–671, 2020.

M. Morari, “Integration of the arts in STEAM learning projects,” Rev. Artist. Educ., no. 26, pp. 262–277, 2023.

W. Widodo, M. K. Mawardi, and T. W. Afrianty, “Does Entrepreneurship Education Matter In Student’s Entrepreneurial Interest?,” Profit J. Adm. BISNIS, vol. 16, no. 1, pp. 33–45, 2022.

H. Husna, S. Nerita, and E. Safitri, “Analysis of Student Difficulties in Learning Biology,” J. Biol. Educ. Res., vol. 4, no. 1, pp. 1–8, 2023, doi: 10.55215/jber.v4i1.5963.