Enhancing Creative Self-Efficacy through Creative Problem-Solving-Based E-Modules: An Effectiveness Study
DOI:
https://doi.org/10.58421/gehu.v4i2.401Keywords:
Creative Problem Solving, Creative Self-Efficacy, Development, E-ModulesAbstract
Improving students' creative self-efficacy is crucial in developing creative and innovative thinking skills. This study aims to see the effectiveness of creative problem-solving-based e-modules that support students' creative self-efficacy in straight-line equation material. This research applies the research and development method, which specifically adopts the ADDIE system development model, which consists of five sequential phases: Analysis, design, development, implementation, and evaluation. The research location coincided at SMP N 5 Jambi City, with students of class VIII B SMP N 5 Jambi City utilized as research subjects, with a research sample used as many as 30 people. In collecting data, researchers utilize a series of instruments, including a learner response questionnaire and a creative self-efficacy questionnaire that experts have validated. From the data analysis, a percentage score of 82.25% of “Highly Effective” was obtained from the survey results of students' responses and the analysis results of N-Gain of the creative self-efficacy questionnaire of 0.684. In line with these results, the gain value is equivalent to 68.4% for the interpretation category of gain effectiveness, indicating that the use of e-modules is in the “Moderately Effective” category. Therefore, this N-Gain number interprets that the creative problem-solving-based e-module that supports students' creative self-efficacy can be quite effective in teaching.
Downloads
References
U. H. Salsabila and N. Agustian, “Peran Teknologi Pendidikan dalam Pembelajaran,” Islamika : Jurnal Keislaman dan Ilmu Pendidikan, vol. 3, no. 1, pp. 123–133, 2021.
V. L. Ngongo, T. Hidayat, and W. Wiyanto, “Pendidikan di Era Digital,” in Prosiding Seminar Nasional Program Pascasarjana Universitas PGRI Palembang, Palembang: Universitas PGRI Palembang, 2019.
E. Wahyuningsih, “Pembelajaran Matematika dengan Pendekatan Problem Based Learning dalam Implementasi Kurikulum 2013,” Jurnal Pengembangan Pembelajaran Matematika, vol. 1, no. 2, pp. 69–87, Aug. 2019, doi: 10.14421/jppm.2019.12.69-87.
E. Z. Wanti, “Improvement of Counting Abilities Through the Powerpoint Media in Elementary School Grade II,” Social, Humanities, and Education Studies (SHEs): Conference Series, vol. 3, no. 3, pp. 93–100, 2020.
P. Tierney and S. M. Farmer, “Creative Self-Efficacy: Its Potential Antecedents and Relationship to Creative Performance.,” Academy of Management Journal, vol. 45, no. 6, pp. 1137–1148, Dec. 2002, doi: 10.2307/3069429.
A. Nuzul, “Hubungan Antara Empowering, Leadership, Creative Self Efficacy dan Employee Creativity serta Dampaknya terhadap Kinerja Karyawan,” Jurnal Ilmu Manajemen, vol. 6, no. 2, pp. 30–42, 2018.
R. M. Ahmad and I. Wilujeng, “Web Module with Image and Mathematical Representation as a Form of Optimization Ability of Creative Thinking and Conceptual Understanding,” J Phys Conf Ser, vol. 1097, p. 012027, Sep. 2018, doi: 10.1088/1742-6596/1097/1/012027.
W. Wahyu, R. Rusmansyah, and A. Sholahuddin, “Meningkatkan Kemampuan Berpikir Kreatif dan Self Efficacy Siswa Menggunakan Model Creative Problem Solving Pada Materi Sistem Koloid,” Vidya Karya, vol. 32, no. 1, Nov. 2017, doi: 10.20527/jvk.v32i1.4147.
W. Partayasa, I. G. P. Suharta, and I. N. Suparta, “Pengaruh Model Creative Problem Solving (CPS) Berbantuan Video Pembelajaran Terhadap Kemampuan Pemecahan Masalah Ditinjau Dari Minat,” JNPM (Jurnal Nasional Pendidikan Matematika), vol. 4, no. 1, p. 168, Mar. 2020, doi: 10.33603/jnpm.v4i1.2644.
D. Harefa, T. Telaumbanua, M. Sarumaha, K. Ndururu, and M. Ndururu, “Peningkatan Hasil Belajar IPA pada Model Pembelajaran Creative Problem Solving (CPS),” Musamus Journal of Primary Education, pp. 1–18, Oct. 2020, doi: 10.35724/musjpe.v3i1.2875.
N. Rahmatin, D. Pramita, S. Sirajuddin, and M. Mahsup, “Pengembangan Modul Pembelajaran Bangun Ruang Dengan Metode Creative Problem Solving (CPS) Pada Siswa Kelas VIII SMP,” JTAM | Jurnal Teori dan Aplikasi Matematika, vol. 3, no. 1, p. 27, Apr. 2019, doi: 10.31764/jtam.v3i1.760.
I. Paramitha, M. Misdalina, and A. Andinasari, “Pengaruh Model Pembelajaran Creative Problem Solving Terhadap Kemampuan Pemecahan Masalah Matematis dan Disposisi Matematis,” Journal e-DuMath, vol. 5, no. 1, pp. 9–19, 2018.
W. P. Irda, “Pengaruh Model Pembelajaran Creative Problem Solving (CPS) Terhadap Kemampuan Pemecahan Masalah dan Kreativitas Peserta Didik Pada Mata Pelajaran Fisika Kelas XI SMA,” UIN Raden Intan Lampung, Lampung, 2023.
D. Anggraini, G. Testiana, and A. K. Wardani, “Pembelajaran Matematika Materi SPLDV Menggunakan Model Pembelajaran Creative Problem Solving (CPS),” Suska Journal of Mathematics Education, vol. 6, no. 2, p. 119, Nov. 2020, doi: 10.24014/sjme.v6i2.9124.
A. Shoimin, 68 model pembelajaran inovatif dalam kurikulum 2013. Yogyakarta: Ar-Ruzz Media , 2014.
Sugiyono, Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta, 2017.
Sugiyono, Metode Penelitian Pendidikan: Pendekatan Kuantitatif, Kualitatif, dan R & D. Bandung: Alfabeta, 2015.
R. M. Branch, Instructional Design: The ADDIE Approach. Boston, MA: Springer US, 2009. doi: 10.1007/978-0-387-09506-6.
M. W. Putri, Ilhamsyah, and N. Mjtiah, “Pengukuran Efektivitas dan Efisiensi Penerapan Open Data System Menggunakan Model Delone And Mclean (Studi Kasus : Open Data System Pemerintah Kota Pontianak),” 2021. [Online]. Available: https://data.pontianakkota.go.id/.
W. Y. Safitri, H. Retnawati, and I. Rofiki, “Pengembangan film animasi aritmetika sosial berbasis ekonomi syariah untuk meningkatkan minat belajar siswa MTs,” Jurnal Riset Pendidikan Matematika, vol. 7, no. 2, pp. 195–209, Dec. 2020, doi: 10.21831/jrpm.v7i2.34581.
P. Tierney and S. M. Farmer, “Creative Self-Efficacy: Its Potential Antecedents and Relationship to Creative Performance,” 2002.
W. Y. Safitri, H. Retnawati, and I. Rofiki, “Pengembangan film animasi aritmetika sosial berbasis ekonomi syariah untuk meningkatkan minat belajar siswa MTs,” Jurnal Riset Pendidikan Matematika, vol. 7, no. 2, pp. 195–209, Dec. 2020, doi: 10.21831/jrpm.v7i2.34581.
N. Rahmatin, D. Pramita, S. Sirajuddin, and M. Mahsup, “Pengembangan Modul Pembelajaran Bangun Ruang Dengan Metode Creative Problem Solving (CPS) Pada Siswa Kelas VIII SMP,” JTAM | Jurnal Teori dan Aplikasi Matematika, vol. 3, no. 1, p. 27, Apr. 2019, doi: 10.31764/jtam.v3i1.760.
R. Chairani and N. Nurfajriani, “Pengembangan E-Modul Berbasis Creative Problem Solving (CPS) Pada Materi Ikatan Kimia Kelas X IPA SMA,” Jurnal Guru Kita PGSD, vol. 6, no. 4, p. 511, Sep. 2022, doi: 10.24114/jgk.v6i4.36960.
N. Nieveen, “Prototyping to Reach Product Quality,” in Design Approaches and Tools in Education and Training, Dordrecht: Springer Netherlands, 1999, pp. 125–135. doi: 10.1007/978-94-011-4255-7_10.
F. D. Pertiwi, “The Learning Motivation and Preferred Learning Activities of Successful Students of English Education Study Program at Universitas Bengkulu. Thesis, English Education Study Program, Education and Teachers Training Faculty, Bengkulu University,” LINGUIST Journal of Linguistics and Language Teaching, vol. 4, no. 1, pp. 91–102, 2018, [Online]. Available: https://www.researchgate.net/publication/269107473_What_is_governance/link/548173090cf22525dcb61443/download%0Ahttp://www.econ.upf.edu/~reynal/Civil wars_12December2010.pdf%0Ahttps://think-asia.org/handle/11540/8282%0Ahttps://www.jstor.org/stable/41857625
I. Capron Puozzo and C. Audrin, “Improving self-efficacy and creative self-efficacy to foster creativity and learning in schools,” Think Skills Creat, vol. 42, p. 100966, Dec. 2021, doi: 10.1016/j.tsc.2021.100966.
J. Zhou and J. M. George, “When Job Dissatisfaction Leads to Creativity: Encouraging the Expression of Voice.,” Academy of Management Journal, vol. 44, no. 4, pp. 682–696, Aug. 2001, doi: 10.2307/3069410.
A. Bandura, Self-efficacy: The exercise of control. New York, NY, US: W H Freeman/Times Books/ Henry Holt & Co, 1997.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Journal of General Education and Humanities

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Most read articles by the same author(s)
- Fadhia Aliva Wibowo, Rohati Rohati, Duano Sapta Nusantara, Exploring Junior High School Students’ External Representations in Solving Solid Geometry Problems: A Descriptive Qualitative Study , Journal of General Education and Humanities: Vol. 4 No. 4 (2025): November
- Risya Qodaria, Rohati Rohati, Marlina Marlina, Bibliometric Mapping of Research on Mathematical Representation Ability in Indonesia (2020–2025) , Journal of General Education and Humanities: Vol. 4 No. 4 (2025): November
- Milla Rodhiana Rasyid, Rohati Rohati, Duano Sapta Nusantara, Exploring Elementary Students’ Mathematical Reasoning through Patterns and Geometric Shapes: A Case Study at MI Salamah, Jambi City , Journal of General Education and Humanities: Vol. 5 No. 1 (2026): February
- Fidella Justine Mulyadi, Rohati Rohati, Duano Sapta Nusantara, Mapping Research Trends and Thematic Evolution in Ethnomathematics 2020-2025: A Bibliometric Analysis in Mathematics Education , Journal of General Education and Humanities: Vol. 5 No. 2 (2026): April
- Najwa Olifia Annnisa Rambe, Rohati Rohati, Duano Sapta Nusantara, A Bibliometric Study of Global Research Trends on Dyscalculia , Journal of General Education and Humanities: Vol. 5 No. 2 (2026): April
- Nuria Amanda Manda, Rohati Rohati, Duano Sapta Nusantara, Mapping the Research Landscape of Mathematical Reasoning: A Bibliometric Study of the Last Decade , Journal of General Education and Humanities: Vol. 5 No. 2 (2026): April
- Marlina Marlina, Rohati Rohati, Sri Winarni, Ade Kumalasari, Levels of Mathematical Argumentation: An Analysis of Junior High School Students’ Reasoning in Number Pattern Tasks , Journal of General Education and Humanities: Vol. 5 No. 2 (2026): April
















