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Economic Transformation in the Digital Age: The Nexus Between Learning and Innovation

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02. Sept. 2025

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Adavbiele, Justina. (2014). The Impact of Skill Acquisition Programme on the Socio-Economic Status of Youths in Nigeria. International Journal of Advanced Studies in Economics and Public Sector Management, 2(1). https://internationalpolicybrief.org/wp-content/uploads/2023/12/Journal-Economics15.pdf Search in Google Scholar

Adilova, N., Sultanbek, M., Sarzhanov, D., Sładkowski, A., & Zhanseitov, A. (2025). Digital Solution for Effective Management of Remote Work: The Case of Kazakhstan Railway. Economics - innovative and economics research journal, 13(1), 231–245. https://doi.org/10.2478/eoik-2025-0011 Search in Google Scholar

Ahmed, H. (2020). Role of digital economy in realization of inclusive growth. Academic Journal, 32(12), 281. https://doi.org/10.33001/m010420201269 Search in Google Scholar

Aji, T. P., & Napitupulu, T. A. (2005). Effect of Gamification on E-Learning to Support Learning Achievement and Learning Motivation, 12. https://www.jatit.org/volumes/Vol96No12/4Vol96No12.pdf Search in Google Scholar

Ayas, K. (1996). Design for learning and innovation. Long Range Planning, 29(6), 898–901. https://doi.org/10.1016/s0024-6301(97)82828-2 Search in Google Scholar

Barikzai, S., S, V. B., & Perdana, A. (2024). Challenges and strategies in e-learning adoption in emerging economies: A scoping review. Cogent Education, 11(1), 41–58. https://doi.org/10.1080/2331186x.2024.2400415 Search in Google Scholar

Bassanini, A., Scarpetta, S., & Visco, I. (2000). Knowledge, Technology And Economic Growth: Recent Evidence From OECD Countries. https://doi.org/10.2139/ssrn.246375 Search in Google Scholar

Bentler, P. M., & Bonett, D. G. (1980). Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin, 88(3), 588–606. https://doi.org/10.1037/0033-2909.88.3.588 Search in Google Scholar

Byrne, B. M. (2013). Structural equation modeling with Mplus: Basic concepts, applications, and programming. https://doi.org/10.4324/9780203807644 Search in Google Scholar

Cohen, J. (2013). Statistical Power Analysis for the Behavioral Sciences. In In Routledge eBooks (2nd ed.). https://doi.org/10.4324/9780203771587 Search in Google Scholar

Driskell, David. (2022). Impact of New Technologies on Economy and Society: A literature Review. Journal of Cyber Security Technology and Management, 4(3), 17–25. https://mpra.ub.unimuenchen.de/115764/ Search in Google Scholar

Falk, R. F., & Miller, N. B. (1992). A primer for soft modeling. University of Akron Press. https://psycnet.apa.org/record/1992-98610-000 Search in Google Scholar

Faustmann, G., Kirchner, K., Lemke, C., & Monett, D. (2019). Which Factors Make Digital Learning Platforms Successful? INTED Proceedings. https://doi.org/10.21125/inted.2019.1651 Search in Google Scholar

Fergusson, L. (2022). Learning by... Knowledge and skills acquisition through work-based learning and research. Journal of Work-Applied Management, 14(2), 184–199. https://doi.org/10.1108/jwam-12-2021-0065 Search in Google Scholar

Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.1177/002224378101800104 Search in Google Scholar

Francis, D. V., & Weller, C. E. (2022). Economic Inequality, the Digital Divide, and Remote Learning During COVID-19. The Review of Black Political Economy, 49(1), 41–60. https://doi.org/10.1177/00346446211017797 Search in Google Scholar

Furinto, A., Tamara, D., Yenni, N., & Rahman, N. J. (2023). Financial and digital literacy effects on digital investment decision mediated by perceived socio-economic status. E3S Web of Conferences, 426, 02076. https://doi.org/10.1051/e3sconf/202342602076 Search in Google Scholar

Gameil, A. A., & Al-Abdullatif, A. M. (2023). Using Digital Learning Platforms to Enhance the Instructional Design Competencies and Learning Engagement of Preservice Teachers. Education Sciences, 13(4), 334. https://doi.org/10.3390/educsci13040334 Search in Google Scholar

Ganguli, I., Haidar, J. I., Khwaja, A. I., Stemper, S., & Zafar, B. (2024). Economic shocks and skill acquisition: Evidence from a national online learning platform at the onset of COVID-19. Labour Economics, 90, 102575. https://doi.org/10.1016/j.labeco.2024.102575 Search in Google Scholar

Gary S. Becker. (1993). Human capital: A theoretical and empirical analysis, with special reference to education. In University of Chicago Press (3rd ed.). https://doi.org/10.7208/chicago/9780226041223.001.0001 Search in Google Scholar

Ghailani, M., Bouhdidi, J. E., & Fennan, A. (2014). Towards an Adaptive e-Learning Solution based on Ontologies and Competencies Approach. International Journal of Computer Applications, 98(21), 42–51. https://doi.org/10.5120/17311-7796 Search in Google Scholar

Hair, J., & Alamer, A. (2022). Partial Least Squares Structural Equation Modeling (PLS-SEM) in second language and education research: Guidelines using an applied example. Research Methods in Applied Linguistics, 1(3), 100027. https://doi.org/10.1016/j.rmal.2022.100027 Search in Google Scholar

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2022). Multivariate data analysis. In Cengage Learning (8th ed.). https://www.cengageasia.com/TitleDetails/isbn/9781473756540 Search in Google Scholar

Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial Least Squares Structural Equation Modeling (PLS-SEM) using R. In Springer Nature. https://doi.org/10.1007/978-3-030-80519-7 Search in Google Scholar

Hair, J. F., Page, M., & Brunsveld, N. (2019). Essentials of business research methods. In In Routledge eBooks. https://doi.org/10.4324/9780429203374 Search in Google Scholar

Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011). PLS-SEM: Indeed a silver bullet. Journal of Marketing Theory and Practice, 19(2), 139–152. https://doi.org/10.2753/MTP1069-6679190202 Search in Google Scholar

Hamdan Al-Abbadi, L., Alshawabkeh, R., Alkhazali, Z., Al-Aqrabawi, R., & Abu Rumman, A. (2024). Business Intelligence and Strategic Entrepreneurship for Sustainable Development Goals (SDGs) Through: (Green Technology Innovation and Green Knowledge Management). Economics - innovative and economics research journal, 13(1), 45–68. https://doi.org/10.2478/eoik-2025-0013 Search in Google Scholar

He, J., Lin, K. Y., & Dai, Y. (2022). A Data-Driven Innovation Model of Big Data Digital Learning and Its Empirical Study. Information Dynamics and Applications, 1(1), 35-43. https://doi.org/10.56578/ida010105 Search in Google Scholar

Henseler, J., Dijkstra, T. K., Sarstedt, M., Ringle, C. M., Diamantopoulos, A., Straub, D. W., Ketchen, D. J., Hair, J. F., Hult, G. T. M., & Calantone, R. J. (2014). Common beliefs and reality about PLS. Organizational Research Methods, 17(2), 182–209. https://doi.org/10.1177/1094428114526928 Search in Google Scholar

Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8 Search in Google Scholar

Henseler, J., Ringle, C.M. and Sinkovics, R.R. (2009). The use of partial least squares path modeling in international marketing. In Emerald Group Publishing Limited, 20, 277–319. https://doi.org/10.1108/S1474-7979(2009)0000020014 Search in Google Scholar

Hu, L.-T., & Bentler, P. M. (1998). Fit indices in covariance structure modeling: Sensitivity to underparameterized model misspecification. Psychological Methods, 3(4), 424–453. https://doi.org/10.1037/1082-989x.3.4.424 Search in Google Scholar

Jan A.G.M. van Dijk. (2005). The deepening divide: Inequality in the information society. SAGE Publications. https://doi.org/10.4135/9781452229812 Search in Google Scholar

Khanal, S., & Pokhrel, S. R. (2024). Analysis, Modeling and Design of Personalized Digital Learning Environment. arXiv (Cornell University). https://doi.org/10.48550/arxiv.2405.10476 Search in Google Scholar

Kock, N. & ScriptWarp Systems. (2024). WarpPLS User Manual: Version 8.0. ScriptWarp Systems. https://scriptwarp.com/warppls/UserManual_v_8_0.pdf Search in Google Scholar

Kolodner, J. L. (2002). Learning by Design: Iterations of Design Challenges for Better Learning of Science Skills. Cognitive Studies, 10(3), 356–367. https://doi.org/10.11225/jcss.9.338 Search in Google Scholar

Kuzmak O., & Kuzmak, O. (2023). Social Responsibility of Business Towards Sustainable Development: Case of Ukraine. Collection of papers new economy, 1, 126-148. https://doi.org/10.61432/CPNE0101126k Search in Google Scholar

Lowry, P. B., & Gaskin, J. (2014). Partial Least Squares (PLS) Structural Equation Modeling (SEM) for Building and Testing Behavioral Causal Theory: When to Choose It and How to Use It. IEEE Transactions on Professional Communication, 57(2), 123–146. https://doi.org/10.1109/tpc.2014.2312452 Search in Google Scholar

Ludwig von Bertalanffy, John W. Sutherland. (1974). General Systems Theory: Foundations, Developments, Applications. IEEE Transactions on Systems, Man, and Cybernetics, SMC - 4(6), 592–592. https://doi.org/10.1109/TSMC.1974.4309376 Search in Google Scholar

M. Ababneh, M., A. Ababneh, M., Hamouda, A., & N. AlHarbi, A. (2019, April 5). Learning by Design Using MATLAB. Proceedings of The International Conference on Research in Education. The International Conference on Research in Education. https://doi.org/10.33422/icreconf.2019.04.221 Search in Google Scholar

Mabhele, M., & Van Belle, J. (2019). A Conceptual Model for Institutional Adoption of Learning Technologies in Higher Education. Kalpa Publications in Computing, 12, 113–123. https://doi.org/10.29007/9bks Search in Google Scholar

Macklem, L. (2016). The Fourth Industrial Revolution and the knowledge economy: Can old models both promote and protect. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2757228 Search in Google Scholar

Massimiliano Nuccio & Sofia Mogno. (2023). Knowledge, Skills, and Competences (KSC) in the Knowledge-Based Economy. In In Contributions to management science, 1–22. https://doi.org/10.1007/978-3-031-26867-0_1 Search in Google Scholar

Njeri, M., & Taym, A. (2024). Analysing the power of socioeconomic status on access to technology-enhanced learning in secondary schools. Research Studies in English Language Teaching and Learning, 2(4), 223–250. https://doi.org/10.62583/rseltl.v2i4.55 Search in Google Scholar

Oroni, C. Z., & Xianping, F. (2023). Modelling the mediation role of digital learning platforms on social media capability and students’ academic performance. Education and Information Technologies. https://doi.org/10.1007/s10639-023-12360-w Search in Google Scholar

Pane, J. F., Steiner, E. D., Baird, M. D., & Hamilton, L. S. (2015). Continued progress: Promising evidence on personalized learning. RAND Corporation. https://www.rand.org/pubs/research_reports/RR1365.html Search in Google Scholar

Prince F. Ellis, Kevin D. Kuznia. (2014). Corporate eLearning impact on employees. Global Journal of Business Research, 8(4), 1–16.Prof. (UEP), PhD, Poznań University of Economics and Business, Department of Business Activity and Economic Policy, Poland, & Ziomek, A. (2021). Developing digital skills in Economy 4.0. UR Journal of Humanities and Social Sciences, 20(3), 143–160. https://doi.org/10.15584/johass.2021.3.9 Search in Google Scholar

Rohs, M., & Ganz, M. (2015). MOOCs and the claim of education for all: A disillusion by empirical data. The International Review of Research in Open and Distributed Learning, 16(6). https://doi.org/10.19173/irrodl.v16i6.2033 Search in Google Scholar

Sarstedt, M. (2019). Revisiting Hair Et al.’s Multivariate Data Analysis: 40 Years Later. In Springer eBooks, 113–119. https://doi.org/10.1007/978-3-030-06031-2_15 Search in Google Scholar

Singh, H. P., & Alshammari, K. (2021). Impacts of Digital Technology-Enabled Personalized and Adaptive Learning on student Learning Performance: A TOE Framework for Saudi Arabia. In International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies. International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 12–13(13), 1–12. https://doi.org/10.14456/ITJEMAST.2021.262 Search in Google Scholar

Susilana, R., Dewi, L., Setiawan, B., Alias, N., DeWitt, D., Hazar, S., & Zulnaidi, H. (2024). Need Analysis of Critical Thinking Skills Acquisition through Adaptive Learning Model: Indonesian Perspective on Freedom of Learning Curriculum. AL-ISHLAH Jurnal Pendidikan, 16(3), 3487–3500. https://doi.org/10.35445/alishlah.v16i3.4720 Search in Google Scholar

Szántó, N., Monek, G. D., & Fischer, S. (2024). Development of an Immersive, Digital Twin-Supported Smart Reconfigurable Educational Platform for Manufacturing Training: A Proof of Concept. Journal of Engineering Management and Systems Engineering, 3(4), 199-209. https://doi.org/10.56578/jemse030402 Search in Google Scholar

Vlasenko, T. (2023). Dimensions of The Analysis of the Organizational Culture of Multinational Companies. Collection of papers new economy, 1, 110-125. https://doi.org/10.61432/CPNE0101110v Search in Google Scholar

Wang, X., Wang, Y., & Ye, Y. (2023). Subjective socioeconomic status predicts e-learning engagement in college students: The mediating role of perceived social support and self-efficacy. European Journal of Psychology of Education, 39(2), 1119–1134. https://doi.org/10.1007/s10212-023-00725-1 Search in Google Scholar

Weber, M. (1978). Economy and society: An outline of interpretive sociology. Internet Archive. https://archive.org/details/MaxWeberEconomyAndSociety/page/n5/mode/2up Search in Google Scholar

Westland, J. C. (2010). Lower bounds on sample size in structural equation modelin. Electronic Commerce Research and Applications, 9(6), 476–487. https://doi.org/10.1016/j.elerap.2010.07.003 Search in Google Scholar

White, G. (2020). Adaptive Learning Technology Relationship with Student Learning Outcomes. Journal of Information Technology Education Research, 19, 113–130. https://doi.org/10.28945/4526 Search in Google Scholar

World Economic Forum. (2021). Upskilling for shared prosperity: The future of jobs and skills. World Economic Forum. https://www.weforum.org/reports Search in Google Scholar

Zhang, J. (2009). Technology-supported learning innovation in cultural contexts. Educational Technology Research and Development, 58(2), 229–243. https://doi.org/10.1007/s11423-009-9137-6 Search in Google Scholar

Zhang, Z. G., Ren, Q. B., Zhao, W. C., Li, M. C., Liu, L. P., & Lyu, Y. G. (2024). An Intelligent Recording Method for Field Geological Survey Data in Hydraulic Engineering Based on Speech Recognition. Journal of Civil and Hydraulic Engineering, 2(4), 220-237. https://doi.org/10.56578/jche020403 Search in Google Scholar

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