The Influence of Digital Based Learning Media and Financial Literacy on Economic Learning Outcomes Through Learning Activities
DOI:
https://doi.org/10.58905/jse.v6i1.650Keywords:
Digital-Based Learning Media, Economic Learning Outcomes, Financial Literacy, Learning ActivitiesAbstract
This study aims to analyze the influence of digital learning media and financial literacy on the economic learning outcomes of SMA Negeri 1 Maron students by considering the mediating role of learning activities. The research uses a quantitative approach with ex post facto and causal associative methods. The research sample totaled 80 students which was determined through the Slovin formula. The research instrument consisted of questionnaires for digital learning media variables, financial literacy, and learning activities, while learning outcome variables were measured through even semester report cards for the 2024/2025 school year. Data analysis was carried out with the help of WarpPLS software using the Partial Least Squares Structural Equation Modeling (PLS-SEM) approach. The analysis stages include an outer model test, an inner model test, and a significance test with a bootstrapping technique. The results of the study show that digital learning media and financial literacy have a significant effect on students' economic learning outcomes, both directly and indirectly through learning activities as a mediation variable. These findings affirm the importance of effective use of digital learning media and strengthening financial literacy to improve learning activities and outcomes. Further research is suggested to further explore the clarity of feedback through digital media, the relationship between students' financial readiness such as emergency fund ownership and their psychological stability, as well as the impact of saving habits on students' consumptive behavior and academic achievement in economics subjects.
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N. K. L. Dewi, I. G. A. L. P. Utami, and M. H. Santosa, “Development of Digital Sup-plementary Material Using Quizizz-Based Learning Media in Intensive English Course,” Jurnal Inovasi dan Teknologi Pembelajaran, vol. 9, no. 1, pp. 14–22, 2022, doi: 10.17977/um031v9i12022p014.
M. Husna and N. Dora, “The Impact of Digital Media Integration on Geography Learn-ing Outcomes in Indonesian High Schools,” Journal of General Education and Humani-ties, vol. 4, no. 3, pp. 897–912, Jul. 2025, doi: 10.58421/gehu.v4i3.569.
I. Kharismatunisa, “Innovation and Creativity of Islamic Religious Education Teachers in Utilizing Digital-Based Learning Media,” Scaffolding: Jurnal Pendidikan Islam dan Multikulturalisme, vol. 5, no. 3, pp. 519–538, Sep. 2023, doi: 10.37680/scaffolding.v5i3.3700.
A. P. Lestiyani and E. S. Riansi, “Innovation in Learning Indonesian Language and Lit-erature in the Digital Era: A Technological and Skills-Based Approach,” International Proceedings of Nusantara Raya, vol. 3, no. 1, pp. 538–545, Nov. 2024.
A. Alzubi, “The Role of Multimedia Tools in Hashemite Kingdom of Jordan Education Classroom Teaching in the Digital Era,” EUR J INTERACT MULTIMED ED, vol. 4, no. 2, p. e02303, Jul. 2023, doi: 10.30935/ejimed/13378.
N. Anisah, H. Hasbullah, and M. Dabamona, “Harnessing Social Media for English Language Learning: Insights from an Islamic Senior High School Students in Eastern Indonesia,” IDEAS: Journal on English Language Teaching and Learning, Linguistics and Literature, vol. 13, no. 1, pp. 3014–3031, Jul. 2025, doi: 10.24256/ideas.v13i1.6733.
J. Jamalullel and Nasehudin, “Effectiveness of Digital-Based Islamic Religious Educa-tion in Society 5.0,” Research Horizon, vol. 5, no. 4, pp. 1197–1208, Jul. 2025, doi: 10.54518/rh.5.4.2025.1197-1208.
T. A. Rafsanjani, M. Abdurrozaq, and F. Inayati, “Islamic Religious Learning in the Digital Age: An Interactive Method for Generation Z,” Solo International Collaboration and Publication of Social Sciences and Humanities, vol. 2, no. 03, pp. 304–315, Nov. 2024, doi: 10.61455/sicopus.v2i03.222.
N. M. G. Sariwedani, B. R. Werang, and I. K. Sudarma, “Contextual-Based Interactive Learning Video Media to Improve Science Learning Outcomes of Grade VI Elementary School Students,” MIMBAR PGSD Undiksha, vol. 13, no. 2, pp. 218–228, Jul. 2025, doi: 10.23887/jjpgsd.v13i2.93717.
N. Sudjana, Penilaian Hasil Proses Belajar Mengajar. PT Remaja Rosdakarya, 2017.
D. H. Upadhyaya, Digital Education And Economic Transformation: Bridging The Gap. Meadow Publication, 2024.
A. Fairuzzabad, A. R. Maulana, N. Izzati, and N. Zuhroh, “Analysis of the Use of In-teractive Video Media in Social Studies Learning in Elementary Schools,” At-Tasyrih: jurnal pendidikan dan hukum Islam, vol. 11, no. 2, pp. 19–26, Aug. 2025, doi: 10.55849/attasyrih.v11i2.309.
A. Konc, “What Is The Impact of Disruptive Innovative Transformation? In Economic Education,” IJSE, vol. 8, no. 1, pp. 40–48, Jun. 2025, doi: 10.52134/ueader.1643423.
OECD, PISA 2015 Results (Volume V): Collaborative Problem Solving. in PISA. OECD, 2017. doi: 10.1787/9789264285521-en.
N. Artavanis and S. Karra, “Financial Literacy and Student Debt,” in Financial Litera-cy and Responsible Finance in the FinTech Era, Routledge, 2021.
I. Mudasih, W. T. Subroto, and Susanti, “The Effect of Financial Literacy, Digital Liter-acy, and Entrepreneurial Learning Outcome on Entrepreneur Behavior of Students at SMK Negeri 1 Surabaya,” Technium Soc. Sci. J., vol. 15, p. 303, 2021.
M. Duvendack and P. Mader, “Impact of Financial Inclusion in Low- and Middle-Income Countries: A Systematic Review of Reviews,” Journal of Economic Surveys, vol. 34, no. 3, pp. 594–629, 2020, doi: 10.1111/joes.12367.
M. J. Letshwene and E. C. du Plessis, “The challenges of implementing the Curriculum and Assessment Policy Statement in accounting,” South African Journal of Education, vol. 41, no. 2, pp. S1–S10, 2021.
E. Cerya, A. Tasman, and E. Rahmi, “Fillecya (Financial Literacy) Board: Analysis of Media Development Needs from the Teacher’s Perspective in Understanding Financial Literacy Early,” presented at the 4th Padang International Conference on Education, Economics, Business and Accounting (PICEEBA-2 2019), Atlantis Press, Mar. 2020, pp. 509–515. doi: 10.2991/aebmr.k.200305.112.
M. Hasan, E. Tiara Hutamy, T. Supatminingsih, M. I. S. Ahmad, N. Aeni, and A. A. Dzhelilov, “The Role of Entrepreneurship Education in the Entrepreneurial Readiness of Generation Z Students: Why Do Digital Business Literacy and Financial Literacy Matter?,” Cogent Education, vol. 11, no. 1, p. 2371178, Dec. 2024, doi: 10.1080/2331186X.2024.2371178.
R. C. Sari, M. N. Aisyah, S. Ilyana, and H. D. Hermawan, “Developing a Financial Lit-eracy Storybook for Early Childhood in an Augmented Reality Context,” CONT ED TECHNOLOGY, vol. 14, no. 2, p. ep363, Feb. 2022, doi: 10.30935/cedtech/11734.
A. Villalta-Cerdas, “Integration of Research-based Strategies and Instructional Design: Creating Significant Learning Experiences in a Chemistry Bridge Course,” 2021 ASEE Virtual Annual Conference Content Access, Jul. 2021, Accessed: Sep. 07, 2025. [Online]. Available: https://par.nsf.gov/biblio/10291053-integration-research-based-strategies-instructional-design-creating-significant-learning-experiences-chemistry-bridge-course
V. Frisancho, “The Impact of Financial Education for Youth,” Economics of Education Review, vol. 78, p. 101918, Oct. 2020, doi: 10.1016/j.econedurev.2019.101918.
T. Koskelainen, P. Kalmi, E. Scornavacca, and T. Vartiainen, “Financial Literacy in the Digital Age - Research Agenda,” Journal of Consumer Affairs, vol. 57, no. 1, pp. 507–528, 2023, doi: 10.1111/joca.12510.
B. Sugeng and A. W. Suryani, “Enhancing the Learning Performance of Passive Learn-ers in a Financial Management Class Using Problem-Based Learning,” Journal of Uni-versity Teaching and Learning Practice, vol. 17, no. 1, pp. 1–21, Jan. 2020, doi: 10.3316/informit.T2025012500011191098272236.
J. Youde and J. Frueh, “Constructivism ‘Embrace the Ambiguity: Challenges of Teach-ing/Learning Constructivism,’” in The Palgrave Handbook on the Pedagogy of Interna-tional Relations Theory, J. Frueh, J. Ala, M. P. A. Murphy, and P. F. Diehl, Eds., Cham: Springer Nature Switzerland, 2024, pp. 197–208. doi: 10.1007/978-3-031-72072-7_17.
S. A. Al-shami, R. Damayanti, H. Adil, F. Farhi, and A. A. Mamun, “Financial and Dig-ital Financial Literacy Through Social Media Use Towards Financial Inclusion Among Batik Small Enterprises In Indonesia,” Heliyon, vol. 10, no. 15, Aug. 2024, doi: 10.1016/j.heliyon.2024.e34902.
A. T. Junaedi, N. Renaldo, I. Yovita, K. Veronica, and S. Sudarno, “Digital Culture as a Moderating Factor in Increasing Digital Literacy,” Reflection: Education and Pedagogi-cal Insights, vol. 1, no. 3, pp. 116–127, Oct. 2023.
J. F. Hair, M. C. Howard, and C. Nitzl, “Assessing Measurement Model Quality in PLS-SEM Using Confirmatory Composite Analysis,” Journal of Business Research, vol. 109, pp. 101–110, Mar. 2020, doi: 10.1016/j.jbusres.2019.11.069.
Sugiyono, Metode Penelitian Pendidikan: (Pendekatan Kuantitatif, Kualitatif dan R & D). Alfabeta, 2023.
A. M. Sardiman, Interaksi dan Motivasi Belajar Mengajar, 24th ed., vol. 246. Jakarta: Rajawali Press, 2018.
S. Paling et al., Media Pembelajaran Digital. TOHAR MEDIA, 2024.
A. Atkinson and F. Messy, OECD/INFE Core Competencies Framework on financial literacy for MSMEs. OECD, 2018. doi: 10.1787/220101c9-en.
J.-M. Becker, J.-H. Cheah, R. Gholamzade, C. M. Ringle, and M. Sarstedt, “PLS-SEM’S Most Wanted Guidance,” International Journal of Contemporary Hospitality Manage-ment, vol. 35, no. 1, pp. 321–346, Aug. 2022, doi: 10.1108/IJCHM-04-2022-0474.
R. Parekh, Principles of Multimedia. CRC Press, 2025.
R. C. Clark and R. E. Mayer, e-Learning and the Science of Instruction: Proven Guide-lines for Consumers and Designers of Multimedia Learning. John Wiley & Sons, 2023.
B. Çeken and N. Taşkın, “Multimedia Learning Principles in Different Learning Envi-ronments: A Systematic Review,” Smart Learn. Environ., vol. 9, no. 1, p. 19, Apr. 2022, doi: 10.1186/s40561-022-00200-2.
A. P. Fuadi and D. Aulia, “The Influence of Interactive Media Based on Information Technology on the Learning Effectiveness of Students,” Jurnal Pendidikan Ekonomi Indonesia, vol. 7, no. 1, pp. 74–90, May 2025, doi: 10.17509/jpei.v7i1.78136.
G. Abildinova, E. Abdykerimova, A. Assainova, K. Mukhtarkyzy, and D. Abykenova, “Preparing Educators for The Digital Age: Teacher Perceptions of Active Teaching Methods and Digital Integration,” Front. Educ., vol. 9, Nov. 2024, doi: 10.3389/feduc.2024.1473766.
A. N. Amalia and S. Supriyadi, “The Influence of Social Media and Digital Literacy on Students’ Learning Achievement in Economics Subjects,” International Journal of Business, Law, and Education, vol. 4, no. 2, pp. 1560–1566, 2023, doi: 10.56442/ijble.v4i2.620.
L. David and N. Weinstein, “Using Technology to Make Learning Fun: Technology Use is Best Made Fun and Challenging to Optimize Intrinsic Motivation and Engagement,” Eur J Psychol Educ, vol. 39, no. 2, pp. 1441–1463, Jun. 2024, doi: 10.1007/s10212-023-00734-0.
G. A. Wibowo, A. A. Karim, S. H. Hasan, and M. Ruhimat, “Use of Technology in Ac-tive Learning: Increasing Student Interaction and Engagement,” Al-Hijr: J. of Adulearn World, vol. 2, no. 4, pp. 271–293, Nov. 2023, doi: 10.55849/alhijr.v2i4.539.
E. Rabbika, N. Nurhikmah, and S. Syarifuddin, “Challenges and Opportunities Apply-ing IPS Concepts in the Digital Era,” International Journal of Education and Sosiotech-nology (IJES), vol. 3, no. 3, pp. 6–11, Nov. 2023.
Y. S. Rahayu and P. Y. Sutikno, “Development of SIAIR Interactive Media Assisted with Songs to Improve Learning Outcomes on Water Cycle Material in Elementary School,” Jurnal Pijar Mipa, vol. 20, no. 4, pp. 669–680, Jun. 2025, doi: 10.29303/jpm.v20i4.9128.
I. Fitrianto and A. M. Hidayat, “Critical Reasoning Skills: Designing an Education Cur-riculum Relevant to Social and Economic Needs,” International Journal of Post Axial: Futuristic Teaching and Learning, pp. 245–258, Aug. 2024, doi: 10.59944/postaxial.v2i4.393.
S. Singha, “Exploring the Role of Social Media in Enhancing K-12 Economics Educa-tion,” in Cases on Economics Education and Tools for Educators, IGI Global Scientific Publishing, 2024, pp. 160–182. doi: 10.4018/978-1-6684-7583-6.ch007.
J. C. Bean and D. Melzer, Engaging Ideas: The Professor’s Guide to Integrating Writing, Critical Thinking, and Active Learning in the Classroom. John Wiley & Sons, 2021.
W. Shi, M. Ali, and C.-M. Leong, “Dynamics of Personal Financial Management: A Bibliometric and Systematic Review on Financial Literacy, Financial Capability and Fi-nancial Behavior,” International Journal of Bank Marketing, vol. 43, no. 1, pp. 125–165, Sep. 2024, doi: 10.1108/IJBM-06-2023-0359.
A. Soroko, “Teaching Young People More Than ‘How to Survive Austerity’: From Tra-ditional Financial Literacy to Critical Economic Literacy Education,” Theory & Re-search in Social Education, vol. 51, no. 1, pp. 128–156, Jan. 2023, doi: 10.1080/00933104.2022.2104674.
D. Cedeño, D. G. Lannin, L. Russell, A. Yazedjian, J. B. Kanter, and S. Mimnaugh, “The Effectiveness of A Financial Literacy and Job-Readiness Curriculum for Youth From Low-Income Households,” Citizenship, Social and Economics Education, vol. 20, no. 3, pp. 197–215, Dec. 2021, doi: 10.1177/20471734211051770.
H. Liu, J. Van Damme, and W. Van Den Noortgate, “A Cross-Country Comparison of School-Based Social Capital Effects upon Reading Literacy Based on PISA Data,” SAGE Open, vol. 15, no. 3, p. 21582440251365699, Jan. 2025, doi: 10.1177/21582440251365699.
K. Ali, A. B. Ali, A. Hussain, M. I. Khalid, G. e H. Khalid, and A. M. Wain, “Analyzing Financial Socialization’s Impact on Investment Decisions: Mediating Role of Financial Self-Efficacy and Moderating Effect of Cognitive Financial Competence,” Journal of Asian Development Studies, vol. 14, no. 3, pp. 116–130, Aug. 2025, doi: 10.62345/jads.2025.14.3.10.
R. Indradewa and R. M. Setiawan, “Family, Friends, and Financial Know-How: Influ-ences on Students’ Intentions to Pursue Entrepreneurship, with the Moderating Role of Self-Efficacy,” JPPI (Jurnal Penelitian Pendidikan Indonesia), vol. 10, no. 4, pp. 602–615, Dec. 2024, doi: 10.29210/020244501.
V. K. Parvathy and J. Kumar, “Financial Capability and Financial Wellbeing of Women in Community-Based Organizations: Mediating Role of Decision-Making Ability,” Managerial Finance, vol. 48, no. 9–10, pp. 1513–1529, Jun. 2022, doi: 10.1108/MF-05-2021-0234.
L. Platz and M. Jüttler, “Game-Based Learning as a Gateway for Promoting Financial Literacy – How Games in Economics Influence Students’ Financial Interest,” Citizen-ship, Social and Economics Education, vol. 21, no. 3, pp. 185–208, Dec. 2022, doi: 10.1177/14788047221135343.
J. Paeßens and E. Winther, “Game Design in Financial Literacy: Exploring Design Pat-terns for a Collaborative and Inclusive Serious Game from Different Perspectives,” in Game-based Learning Across the Disciplines, C. Aprea and D. Ifenthaler, Eds., Cham: Springer International Publishing, 2021, pp. 43–59. doi: 10.1007/978-3-030-75142-5_3.
S. Mancone, B. Tosti, S. Corrado, G. Spica, A. Zanon, and P. Diotaiuti, “Youth, Money, and Behavior: the Impact of Financial Literacy Programs,” Front. Educ., vol. 9, Oct. 2024, doi: 10.3389/feduc.2024.1397060.
N. Aliah, M. Rizkina, and S. Harianty, “Role of Learning Accountancy in Increase Lit-eracy Finance Vocational High School Students,” Jurnal Bisnis Mahasiswa, vol. 4, no. 4, pp. 738–745, Nov. 2024, doi: 10.60036/jbm.v4i4.art24.
M. Björklund and J. Sandahl, “Inviting Students to Independent Judgement: Teaching Financial Literacy as Citizenship Education,” Citizenship, Social and Economics Educa-tion, vol. 20, no. 2, pp. 103–121, Aug. 2021, doi: 10.1177/20471734211029494.
E. Twyford and B. Dean, “Industry Facilitated Case-Based Learning in Accounting Ed-ucation,” International Journal of Work-Integrated Learning, vol. 22, no. 4, pp. 489–503, 2021.
M. H. A. Abri, A. Y. A. Aamri, and A. M. A. Elhaj, “Enhancing Student Learning Expe-riences Through Integrated Constructivist Pedagogical Models,” European Journal of Contemporary Education and E-Learning, vol. 2, no. 1, pp. 130–149, Jan. 2024, doi: 10.59324/ejceel.2024.2(1).11.
A. Saleem, H. Kausar, and F. Deeba, “Social Constructivism: A New Paradigm in Teaching and Learning Environment,” Perennial Journal of History, vol. 2, no. 2, pp. 403–421, Dec. 2021, doi: 10.52700/pjh.v2i2.86.
J. Zajda, “Constructivist Learning Theory and Creating Effective Learning Environ-ments,” in Globalisation and Education Reforms: Creating Effective Learning Envi-ronments, J. Zajda, Ed., Cham: Springer International Publishing, 2021, pp. 35–50. doi: 10.1007/978-3-030-71575-5_3.
Mardi, A. Fauzi, and D. K. Respati, “Development of Students’ Critical Thinking Skills through Guided Discovery Learning (GDL) and Problem-Based Learning Models (PBL) in Accountancy Education,” Eurasian Journal of Educational Research, 2021, Ac-cessed: Sep. 07, 2025. [Online]. Available: https://eric.ed.gov/?id=EJ1321907
Y. Yuanti, N. Nurhidayah, S. A. Hanim, and K. F. Akbar, “Analysis of the Effective-ness of Project-Based Learning in Improving 21st Century Skills of Students in Indone-sian Higher Education Institutions,” Jurnal BELAINDIKA (Pembelajaran dan Inovasi Pendidikan), vol. 7, no. 1, pp. 34–47, Jul. 2025, doi: 10.52005/belaindika.v7i1.382.
H. B. Gusman, R. C. Rachmawati, M. Ulfah, and R. E. Priyatna, “The Effectiveness of Problem-Based Learning (PBL) Model in Increasing Students’ Cognitive Outcomes and Learning Motivation in Environmental Change Material,” Jurnal Mangifera Edu, vol. 8, no. 1, pp. 32–39, Aug. 2023, doi: 10.31943/mangiferaedu.v8i1.172.
N. Nursaid, S. Nuraini, and D. R. Novitasari, “How ‘Influence’ do Media, Facilities, and Learning Interests Influence Students’ Economic Learning Outcomes?,” Assyfa Journal of Multidisciplinary Education, vol. 1, no. 1, pp. 41–49, 2023, doi: 10.61650/ajme.v1i1.350.
X. Xu, Z. Shi, N. A. Bos, and H. Wu, “Student Engagement and Learning Outcomes: An Empirical Study Applying a Four-Dimensional Framework,” Medical Education Online, vol. 28, no. 1, p. 2268347, Dec. 2023, doi: 10.1080/10872981.2023.2268347.
A. H. S. Dzaiy and S. A. Abdullah, “The Use of Active Learning Strategies to Foster Effective Teaching in Higher Education Institutions,” Zanco Journal of Human Scienc-es, vol. 28, no. 4, pp. 328–351, Aug. 2024, doi: 10.21271/zjhs.28.4.18.
A. D. Bahrudin and C. I. Yogihati, “Development of Interactive Learning Media as an Alternative to Improve Students’ Conceptual Understanding and Motivation on the Temperature and Heat Topics,” International Journal of Education and Teaching Zone, vol. 1, no. 2, pp. 132–145, Oct. 2022, doi: 10.57092/ijetz.v1i2.37.
D. Susanti, L. Y. Sari, and V. Fitriani, “Increasing Student Learning Motivation through the Use of Interactive Digital Books Based on Project Based Learning (PjBL),” Jurnal Penelitian Pendidikan IPA, vol. 8, no. 4, pp. 1730–1735, Oct. 2022, doi: 10.29303/jppipa.v8i4.1669.
Q. H. Tran-Duong, “The Effect of Media Literacy on Effective Learning Outcomes in Online Learning,” Educ Inf Technol, vol. 28, no. 3, pp. 3605–3624, Mar. 2023, doi: 10.1007/s10639-022-11313-z.
E. Lacka, T. C. Wong, and M. Y. Haddoud, “Can digital technologies improve students’ efficiency? Exploring the role of Virtual Learning Environment and Social Media use in Higher Education,” Computers & Education, vol. 163, p. 104099, Apr. 2021, doi: 10.1016/j.compedu.2020.104099.
A. Hidayaty, M. Qurbaniah, and A. E. Setiadi, “The Influence of Word Wall on Stu-dents’ Interest and Learning Outcomes,” Jurnal Penelitian Ilmu Pendidikan, vol. 15, no. 2, pp. 211–223, Oct. 2022, doi: 10.21831/jpipfip.v15i2.51691.
L. H. Lubis, B. Febriani, R. F. Yana, A. Azhar, and M. Darajat, “The Use of Learning Media and its Effect on Improving the Quality of Student Learning Outcomes,” Interna-tional Journal Of Education, Social Studies, And Management (IJESSM), vol. 3, no. 2, pp. 7–14, Jun. 2023, doi: 10.52121/ijessm.v3i2.148.
R. Muhamad, M. Mahmud, A. Bahsoan, and S. Sudirman, “The Use Of Learning Media on Students’ Learning Outcomes,” Journal of Economic and Business Education, vol. 1, no. 1, pp. 30–35, Jan. 2023, doi: 10.37479/jebe.v1i1.16925.
E. Yuliansih, Y. Arafat, and A. Wahidy, “The Influence of Learning Media and Learn-ing Interests on Student Learning Outcomes,” JPGI (Jurnal Penelitian Guru Indonesia), vol. 6, no. 2, pp. 411–417, Sep. 2021, doi: 10.29210/021064jpgi0005.
Z. Yu, M. Gao, and L. Wang, “The Effect of Educational Games on Learning Out-comes, Student Motivation, Engagement and Satisfaction,” Journal of Educational Computing Research, vol. 59, no. 3, pp. 522–546, Jun. 2021, doi: 10.1177/0735633120969214.
U. Abubakar, O. O. Ogunlade, and H. A. Ibrahim, “The Influence of Technology-Integrated Curriculum Resources on Student Engagement and Academic Achievement in Higher Education,” Advances in Mobile Learning Educational Research, vol. 4, no. 2, pp. 1208–1223, Dec. 2024, doi: 10.25082/AMLER.2024.02.014.
C. Wekerle, M. Daumiller, and I. Kollar, “Using Digital Technology to Promote Higher Education Learning: The Importance of Different Learning Activities and Their Rela-tions to Learning Outcomes,” Journal of Research on Technology in Education, vol. 54, no. 1, pp. 1–17, Jan. 2022, doi: 10.1080/15391523.2020.1799455.
P. Holm, “Impact of digital literacy on academic achievement: Evidence from an online anatomy and physiology course,” E-Learning and Digital Media, vol. 22, no. 2, pp. 139–155, Mar. 2025, doi: 10.1177/20427530241232489.
N. Khan, A. Sarwar, T. B. Chen, and S. Khan, “Connecting Digital Literacy in Higher Education to the 21st Century Workforce.,” Knowledge Management & E-Learning, vol. 14, no. 1, pp. 46–61, Mar. 2022.
T. Quraishi, H. Ulusi, A. Muhid, M. Hakimi, and M. R. Olusi, “Empowering Students Through Digital Literacy: A Case Study of Successful Integration in a Higher Education Curriculum,” JOURNAL OF DIGITAL LEARNING AND DISTANCE EDUCATION, vol. 2, no. 9, pp. 667–681, Feb. 2024, doi: 10.56778/jdlde.v2i8.208.
Z. Yu, “Sustaining Student Roles, Digital Literacy, Learning Achievements, and Motiva-tion in Online Learning Environments during the COVID-19 Pandemic,” Sustainability, vol. 14, no. 8, p. 4388, Jan. 2022, doi: 10.3390/su14084388.
M. C. Martínez-Bravo, C. Sádaba Chalezquer, and J. Serrano-Puche, “Dimensions of Digital Literacy in the 21st Century Competency Frameworks,” Sustainability, vol. 14, no. 3, p. 1867, Jan. 2022, doi: 10.3390/su14031867.
H. Tinmaz, M. Fanea-Ivanovici, and H. Baber, “A Snapshot of Digital Literacy,” Li-brary Hi Tech News, vol. 40, no. 1, pp. 20–23, Apr. 2022, doi: 10.1108/LHTN-12-2021-0095.
N. Hafiza, H. M. Rahayu, and A. P. Kahar, “The Relationship Between Digital Literacy and Learning Outcomes in Biology Learning for Students,” Jurnal Penelitian Pendidikan IPA, vol. 8, no. 1, pp. 171–176, Jan. 2022, doi: 10.29303/jppipa.v8i1.1067.
S. Setyoko, A. Wahyuni, and R. Priyanda, “Development of Android Application on Digital Literacy: The Use of Technology Media for High School,” AL-ISHLAH: Jurnal Pendidikan, vol. 15, no. 2, pp. 2461–2471, Jun. 2023, doi: 10.35445/alishlah.v15i2.2582.
S. Wahyuni, S. Suarman, and R. S. Kartikowati, “Development of Android-based Learning Media for Economics Learning,” AL-ISHLAH: Jurnal Pendidikan, vol. 15, no. 2, pp. 1181–1193, May 2023, doi: 10.35445/alishlah.v15i2.2816.
G. Salimi, A. Roodsaz, M. Mohammadi, F. Keshavarzi, A. Mousavi, and Z. Zainuddin, “How Students’ Digital Literacy Promotes Knowledge Sharing and Academic Perfor-mance in Online Learning Environments,” International Journal of Information and Learning Technology, vol. 42, no. 2, pp. 165–184, Feb. 2025, doi: 10.1108/IJILT-05-2024-0095.
W. Brata, R. Padang, C. Suriani, E. Prasetya, and N. Pratiwi, “Student’s Digital Literacy Based on Students’ Interest in Digital Technology, Internet Costs, Gender, and Learning Outcomes,” International Journal of Emerging Technologies in Learning (iJET), vol. 17, no. 3, pp. 138–151, Feb. 2022.
A. Harianto, A. Hou, M. Sanjaya, R. Amelia, and S. Chaniago, “The Impact of Digital Accounting Literacy and Learning Resilience on Accounting Knowledge Among Ac-counting Students at IT&B Campus, Medan,” Journal of Finance Integration and Busi-ness Independence, vol. 1, no. 1, pp. 40–49, Nov. 2024, doi: 10.64276/jofibi.v1i1.11.
S. Ouachani, O. Belhassine, and A. Kammoun, “Measuring Financial Literacy: a Litera-ture Review,” Managerial Finance, vol. 47, no. 2, pp. 266–281, Sep. 2020, doi: 10.1108/MF-04-2019-0175.
B. Schmarzo, AI & Data Literacy: Empowering Citizens of Data Science. Packt Publish-ing Ltd, 2023.
S. P. D. Sofianti, “AI Integration in Accounting: Operational Efficiency Implications and Ethical Challenges for Professional Accountants,” Oikonomia : Journal of Man-agement Economics and Accounting, vol. 2, no. 3, pp. 73–88, May 2025, doi: 10.61942/oikonomia.v2i3.357.
T. M. Cavanagh and C. Kiersch, “Using Commonly-Available Technologies to Create Online Multimedia Lessons Through the Application of the Cognitive Theory of Multi-media Learning,” Education Tech Research Dev, vol. 71, no. 3, pp. 1033–1053, Jun. 2023, doi: 10.1007/s11423-022-10181-1.
R. E. Mayer, “The Past, Present, and Future of the Cognitive Theory of Multimedia Learning,” Educ Psychol Rev, vol. 36, no. 1, p. 8, Jan. 2024, doi: 10.1007/s10648-023-09842-1.
A. Russo, L. Warren, L. Neri, A. Herdan, and K. Brickman, “Enhancing Accounting and Finance Students’ Awareness of Transferable Skills in an Integrated Blended Learning Environment,” Accounting Education, vol. 31, no. 1, pp. 67–91, Jan. 2022, doi: 10.1080/09639284.2021.1961087.
S. H. Hadi et al., “Developing Augmented Reality-Based Learning Media and Users’ In-tention to Use it for Teaching Accounting Ethics,” Educ Inf Technol, vol. 27, no. 1, pp. 643–670, Jan. 2022, doi: 10.1007/s10639-021-10531-1.
J. I. Chisunum and C. Nwadiokwu, “Enhancing Student Engagement through Practical Production and Utilization of Instructional Materials in an Educational Technology Class: A Multifaceted Approach,” NIU Journal of Educational Research, vol. 10, no. 2, pp. 81–89, Sep. 2024, doi: 10.58709/niujed.v10i2.2002.
G. Tazhenova, N. Mikhaylova, and B. Turgunbayeva, “Digital Media in Informal Learning Activities,” Educ Inf Technol, vol. 29, no. 16, pp. 21673–21690, Nov. 2024, doi: 10.1007/s10639-024-12687-y.
N. Hidayat and S. Suryadi, “Improving Student Learning Outcomes Through the Use of Digital Learning Media,” Jurnal Visi Ilmu Pendidikan, vol. 15, no. 1, pp. 29–36, Jan. 2023, doi: 10.26418/jvip.v15i1.54889.
S. Alim, S. Petsangsri, and J. Morris, “Does an Activated Video Camera and Class In-volvement Affect Academic Achievement? An Investigation of Distance Learning Stu-dents,” Educ Inf Technol, vol. 28, no. 5, pp. 5875–5892, May 2023, doi: 10.1007/s10639-022-11380-2.
M. A. Qureshi, A. Khaskheli, J. A. Qureshi, S. A. Raza, and S. Q. Yousufi, “Factors Affecting Students’ Learning Performance Through Collaborative Learning and En-gagement,” Interactive Learning Environments, vol. 31, no. 4, pp. 2371–2391, May 2023, doi: 10.1080/10494820.2021.1884886.
H. Maxim, Y. Eni, and I. G. Karmawan, “The Influence of Digital Financial Literacy, Financial Attitudes, and Financial Knowledge on Financial Behavior of Generation Z in Greater Jakarta Through Financial Technology,” Jul. 08, 2025, Social Science Research Network, Rochester, NY: 5343400. doi: 10.2139/ssrn.5343400.
A. W. Menberu, “Technology-Mediated Financial Education in Developing Countries: A Systematic Literature Review,” Cogent Business & Management, vol. 11, no. 1, p. 2294879, Dec. 2024, doi: 10.1080/23311975.2023.2294879.
P. Muniarty, M. Rimawan, O. Ovriyadin, W. Wulandari, and M. S. Dwiriansyah, “Fi-nancial Literacy at an Early Age: The Role of Digital Technology in Students’ Financial Literacy,” Jambura Science of Management, vol. 7, no. 2, pp. 131–144, Jul. 2025, doi: 10.37479/jsm.v7i2.31411.
E. Widiastuti, “Technology Based Financial Services Innovation, Financial Literacy and Its Impact on Financial Behavior,” Jurnal Akuntansi, Manajemen dan Ekonomi, vol. 23, no. 1, pp. 1–8, Jul. 2021, doi: 10.32424/1.jame.2021.23.1.3856.
A. Alam, “Investigating Sustainable Education and Positive Psychology Interventions in Schools Towards Achievement of Sustainable Happiness and Wellbeing for 21st Centu-ry Pedagogy and Curriculum,” ECS Trans., vol. 107, no. 1, p. 19481, Apr. 2022, doi: 10.1149/10701.19481ecst.
I. Žalėnienė and P. Pereira, “Higher Education For Sustainability: A Global Perspec-tive,” Geography and Sustainability, vol. 2, no. 2, pp. 99–106, Jun. 2021, doi: 10.1016/j.geosus.2021.05.001.
A. Mansur, G. D. Lestari, and R. Nugroho, “The Importance of Financial Literacy Among Elementary School Students: A Case Study of Savings Activities in Menur Pumpungan State Elementary School Surabaya,” International Journal of Emerging Re-search and Review, vol. 2, no. 3, pp. 000074–000074, Jul. 2024, doi: 10.56707/ijoerar.v2i3.74.
U. M. Lone and S. A. Bhat, “Impact of Financial Literacy on Financial Well-Being: A Mediational Role of Financial Self-Efficacy,” Journal of Financial Services Marketing, pp. 1–16, Oct. 2022, doi: 10.1057/s41264-022-00183-8.
L. Platz, M. Jüttler, and S. Schumann, “Game-Based Learning in Economics Education at Upper Secondary Level: The Impact of Game Mechanics and Reflection on Stu-dents’ Financial Literacy,” in Game-based Learning Across the Disciplines, C. Aprea and D. Ifenthaler, Eds., Cham: Springer International Publishing, 2021, pp. 25–42. doi: 10.1007/978-3-030-75142-5_2.
H. Wahyono, “LF2OH: Learning Program in Enhancing Financial Literacy for Stu-dents,” Jur.Pend.Teo.Pen.Peng., vol. 6, no. 8, p. 1321, Aug. 2021, doi: 10.17977/jptpp.v6i8.14975.
R. Rapina, M. Meythi, D. N. Rahmatika, and M. Mardiana, “The Impact of Financial Literacy and Financial Behavior in Entrepreneurial Motivation – Evidence From Indo-nesia,” Cogent Education, vol. 10, no. 2, p. 2282827, Dec. 2023, doi: 10.1080/2331186X.2023.2282827.
B. Compen, K. De Witte, and W. Schelfhout, “The Impact of Teacher Engagement in an Interactive Webinar Series on the Effectiveness of Financial Literacy Education,” British Journal of Educational Technology, vol. 52, no. 1, pp. 411–425, 2021, doi: 10.1111/bjet.13013.
J. Lynch and E. Prins, Teaching and Learning about Family Literacy and Family Litera-cy Programs. New York: Routledge, 2021. doi: 10.4324/9780429352805.
D. Tzuriel, “The Socio-Cultural Theory of Vygotsky,” in Mediated Learning and Cogni-tive Modifiability, D. Tzuriel, Ed., Cham: Springer International Publishing, 2021, pp. 53–66. doi: 10.1007/978-3-030-75692-5_3.
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