The Effect of Digital Marketing, E-Commerce, and Entrepreneurship Education (As Moderating Variables) on the Interest in Entrepreneurship Among Students of State Vocational Schools in Malinau Regency
DOI:
https://doi.org/10.62951/ijecm.v2i4.1001Keywords:
Digital Marketing, E-Commerce, Entrepreneurial Interest, Entrepreneurship Education, Vocational High SchoolAbstract
This study analyzes the influence of Digital Marketing, E-Commerce, and Entrepreneurship Education on the entrepreneurial interest of vocational high school students in Malinau Regency and the moderating role of Entrepreneurship Education. The research method used a quantitative ex post facto approach with PLS-SEM analysis through SmartPLS 4.0 on 261 respondents in grade XII. The results show that Digital Marketing has a positive and significant effect on Entrepreneurial Interest, while E-Commerce has a positive but insignificant effect. Entrepreneurship Education has the strongest and most significant effect on Entrepreneurial Interest. Entrepreneurship Education negatively moderates the relationship of Digital Marketing, but positively and significantly strengthens the effect of E-Commerce on Entrepreneurial Interest. These findings emphasize the importance of practice-based entrepreneurship education and the integration of digital skills in enhancing students' entrepreneurial interest in the digital era.
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References
Ajzen, I. (2020). The theory of planned behavior: Frequently asked questions. Human Behavior and Emerging Technologies, 2(4). https://doi.org/10.1002/hbe2.195
Akhter, A., Islam, M. A., Karim, M. M., & Bin Latif, W. (2022). Examining determinants of digital entrepreneurial intention: A case of graduate students. Problems and Perspectives in Management, 20(3), 153–163. https://doi.org/10.21511/ppm.20(3).2022.13
Anggana, A. O. P. (2022). Analisis faktor–faktor digital marketing menggunakan fitur Instagram Ads dalam keputusan pembelian produk kecantikan Scarlett Whitening (Studi kasus: Mahasiswa/Mahasiswi Universitas Pakuan Bogor) [Skripsi, Universitas Pakuan]. Fakultas Ekonomi dan Bisnis Universitas Pakuan.
Anjum, T., Amoozegar, A., Farrukh, M., & Heidler, P. (2023). Entrepreneurial intentions among business students: The mediating role of attitude and the moderating role of university support. Education + Training, 65(4), 587–606. https://doi.org/10.1108/ET-01-2021-0020
Ardani, W. (2022). Pengaruh digital marketing terhadap perilaku konsumen. Jurnal Tadbir Peradaban, 2(1), 40–47. https://doi.org/10.55182/jtp.v2i1.102
Astuti, J., Nuraida, N., & Darmawan, C. (2023). Analisis isi naskah berita siswa jurusan produksi siaran pertelevisian SMK Negeri 5 Palembang. Jurnal Multidisipliner Kapalamada, 2(1), 73–82.
Bachmann, N., Rose, R., Maul, V., & Hölzle, K. (2024). What makes for future entrepreneurs? The role of digital competencies for entrepreneurial intention. Journal of Business Research, 174, 114481. https://doi.org/10.1016/j.jbusres.2023.114481
BPS Kalimantan Utara. (2024). Mengakses internet dalam 3 bulan terakhir (perempuan) (persen), 2022–2023. https://kaltara.bps.go.id/id/statistics-table/2/NDU1IzI=/mengakses-internet-dalam-3-bulan-terakhir--perempuan-.html
Chaffey, D., & Ellis-Chadwick, F. (2019). Digital marketing. Pearson UK.
Chang, F. Y. M., Alam, M. A., & Taylor, M. (2025). The mediating and moderating roles of entrepreneurship education in the perceived acquisition of entrepreneurial learning and knowledge. Journal of Innovation & Knowledge, 10(1), 100645. https://doi.org/10.1016/j.jik.2024.100645
Che Nawi, N., Mamun, A. Al, Hassan, A. A., Wan Ibrahim, W. S. A. A., Mohamed, A. F., & Permarupan, P. Y. (2022). Agro-entrepreneurial intention among university students: A study under the premises of Theory of Planned Behavior. SAGE Open, 12(1). https://doi.org/10.1177/21582440211069144
Dinis, A. (2024). The impact of entrepreneurship education on students’ desirability and intentions to pursue an entrepreneurial career: A study in general and vocational secondary schools of Cabo Verde. Journal of Innovation and Entrepreneurship, 13(1), 34. https://doi.org/10.1186/s13731-024-00382-8
Fauzi, A. N. (2020). Pengaruh pemanfaatan e-commerce terhadap perilaku berwirausaha bagi mahasiswa Pendidikan Luar Sekolah (PLS) Universitas Negeri Semarang (UNNES) [Skripsi, Universitas Negeri Semarang]. http://lib.unnes.ac.id/id/eprint/35923
Fawaid, M., Triyono, M. B., Sofyan, H., Nurtanto, M., Mutohhari, F., Jatmoko, D., Abdul Majid, N. W., & Rabiman, R. (2022). Entrepreneurial intentions of vocational education students in Indonesia: PLS-SEM approach. Journal of Technical Education and Training, 14(2). https://doi.org/10.30880/jtet.2022.14.02.009
Gao, Y., & Qin, X. (2022). Entrepreneurship education and entrepreneurial intention of Chinese college students: Evidence from a moderated multi-mediation model. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.1049232
Gultom, E. (2021). Pengaruh e-commerce, pengetahuan kewirausahaan dan lingkungan keluarga terhadap minat berwirausaha mahasiswa (Studi pada mahasiswa Program S1 Manajemen Sekolah Tinggi Ilmu Ekonomi Riau Pekanbaru). Journal of Business and Economics Research (JBE), 2(2), 40–46.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
Handayati, P., Wulandari, D., Soetjipto, B. E., Wibowo, A., & Narmaditya, B. S. (2020). Does entrepreneurship education promote vocational students’ entrepreneurial mindset? Heliyon, 6(11), e05426. https://doi.org/10.1016/j.heliyon.2020.e05426
Kim, J., Kang, S., & Lee, K. H. (2021). Evolution of digital marketing communication: Bibliometric analysis and network visualization from key articles. Journal of Business Research, 130, 552–563. https://doi.org/10.1016/j.jbusres.2019.09.043
Kingsnorth, S. (2019). Digital marketing strategy: An integrated approach to online marketing. Kogan Page.
Laudon, K. C., & Traver, C. G. (2020). E-commerce 2019: Business, technology, society. Pearson.
Mir, A. A., Hassan, S., & Khan, S. J. (2023). Understanding digital entrepreneurial intentions: A capital theory perspective. International Journal of Emerging Markets, 18(12), 6165–6191. https://doi.org/10.1108/IJOEM-05-2021-0687
Nguyen, P. N.-D., & Nguyen, H. H. (2024). Unveiling the link between digital entrepreneurship education and intention among university students in an emerging economy. Technological Forecasting and Social Change, 203, 123330. https://doi.org/10.1016/j.techfore.2024.123330
Nishikawa, H. (2021). Digital marketing. Japan Marketing Journal, 41(2), 2021.040. https://doi.org/10.7222/marketing.2021.040
Novita, D., & Nuriadin, I. (2023). Implementasi edupreneurship untuk menumbuhkan jiwa wirausaha melalui teaching factory dan business center di SMKN 3 Kota Bekasi. Jurnal Valuasi: Jurnal Ilmiah Ilmu Manajemen dan Kewirausahaan, 3(2), 707–726.
Putri, S. R., & Wardana, L. W. (2023). The effect of entrepreneurship education and e-commerce on entrepreneurial intention through adversity quotient in students of the Faculty of Economics and Business, Universitas Negeri Malang (pp. 102–112). https://doi.org/10.2991/978-94-6463-302-3_14
Rongmin, L., & Fah, B. C. Y. (2024). Rethinking education and training: Creating high-quality employment opportunities for vocational students. Advances in Vocational and Technical Education, 6(2), 90–95.
Sari, M. R., & Rafiqah, L. (2024). Memperbaiki lingkungan sekolah. Baitul Hikmah: Jurnal Ilmiah Keislaman, 2(1), 42–56.
Schorr, A. (2023). The Technology Acceptance Model (TAM) and its importance for digitalization research: A review. In International Symposium on Technikpsychologie (TecPsy) 2023 (pp. 55–65). Sciendo. https://doi.org/10.2478/9788366675896-005
Shahab, Y., Chengang, Y., Arbizu, A. D., & Haider, M. J. (2019). Entrepreneurial self-efficacy and intention: Do entrepreneurial creativity and education matter? International Journal of Entrepreneurial Behavior & Research, 25(2), 259–280. https://doi.org/10.1108/IJEBR-12-2017-0522
Sun, J., Shi, J., & Zhang, J. (2023). From entrepreneurship education to entrepreneurial intention: Mindset, motivation, and prior exposure. Frontiers in Psychology, 14. https://doi.org/10.3389/fpsyg.2023.954118
Suparno, D., Tjahjawulan, I., Martodiryo, S., Anshary, A. H., Mulyono, M., Badrian, B., Indrariani, E. A., & Suwondo, T. (2023). The influence of financial literacy, digital literacy, digital marketing, brand image and word of mouth on the Z Generation’s interest in Islamic banks. International Journal of Data and Network Science, 7(4), 1975–1982. https://doi.org/10.5267/j.ijdns.2023.6.015
Tanumihardja, J., & Slamet, F. (2023). Pengaruh pendidikan kewirausahaan, dukungan sosial, dan efikasi diri terhadap intensi berwirausaha mahasiswa di Jakarta. Jurnal Manajerial dan Kewirausahaan, 5(2). https://doi.org/10.24912/jmk.v5i2.23412
Tolstoy, D., Nordman, E. R., & Vu, U. (2022). The indirect effect of online marketing capabilities on the international performance of e-commerce SMEs. International Business Review, 31(3). https://doi.org/10.1016/j.ibusrev.2021.101946
Tong, T., & Xiong, Y. (2022). Modeling intention-based critical determinants of e-commerce utilization: Emerging business models and transformation in the digital world. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.889147
Tseng, T. H., Wang, Y.-M., Lin, H.-H., Lin, S., Wang, Y.-S., & Tsai, T.-H. (2022). Relationships between locus of control, Theory of Planned Behavior, and cyber entrepreneurial intention: The moderating role of cyber entrepreneurship education. The International Journal of Management Education, 20(3), 100682. https://doi.org/10.1016/j.ijme.2022.100682
Usman, F. O., Kess-Momoh, A. J., Ibeh, C. V., Elufioye, A. E., Ilojianya, V. I., & Oyeyemi, O. P. (2024). Entrepreneurial innovations and trends: A global review. International Journal of Science and Research Archive, 11(1), 552–569.
Yuwono, D. C., Murtini, W., & Subarno, A. (2022). Pengaruh e-commerce dan lingkungan keluarga terhadap minat berwirausaha mahasiswa. Efisiensi: Kajian Ilmu Administrasi, 19(2), 139–148.
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