Mechanism of Digital Literacy’s Impact on College Students’ Employability

Main Article Content

B. Ge
X. S. Li
Y. Q. Gu

Abstract

Digital literacy (DL) has become a critical competency for adapting to information-intensive industrial environments; however, the mechanisms through which it enhances employability remain insufficiently understood. This study develops an integrated analytical framework to examine the transmission pathways linking DL to employability (EA) through information extraction (IE) and digital innovation (DI), while considering the moderating role of professional practice assessment (PPA). Based on standardized survey data and structural equation modeling combined with Bootstrap mediation analysis, the results show that DL exerts a significant total effect on EA (0.471), including a direct effect of 0.220 and indirect effects through DI (0.133) and IE (0.118). Furthermore, PPA positively strengthens the transformation of DL into both IE and DI, with moderating coefficients of 0.15 and 0.18, respectively. The findings indicate that digital innovation provides a more stable pathway for capability enhancement, whereas information extraction is more sensitive to practical environments. By interpreting employability development as a multi-stage information acquisition, processing, and transmission process, this study provides a quantitative framework for understanding capability propagation in digital environments and offers empirical support for data-driven talent development strategies.

Downloads

Download data is not yet available.

Article Details

How to Cite
Ge, B., Li, X. S., & Gu, Y. Q. (2026). Mechanism of Digital Literacy’s Impact on College Students’ Employability. Advanced Electromagnetics, 15(3), 2568–2575. https://doi.org/10.7716/aem.v15i3.3312
Section
Research Articles

References

M. Raileanu Szeles and M. Simionescu, “Improving the school-to-work transition for young people by closing the digital divide: evidence from the EU regions,” International Journal of Manpower, vol. 43, no. 7, pp. 1540-1555, 2022, doi: 10.1108/IJM-03-2021-0190.

View Article

X. Wang, Y. Huang, Y. Zhao and J. Feng, “Digital revolution and employment choice of rural labor force: Evidence from the perspective of digital skills,” Agriculture, vol. 13, no. 6, pp. 1260, 2023, doi: 10.3390/agriculture13061260.

View Article

L. Xu, J. Zhang, Y. Ding, G. Sun, W. Zhang, P. Philbin S, et al., “Assessing the impact of digital education and the role of the big data analytics course to enhance the skills and employability of engineering students,” Frontiers in Psychology, vol. 13, no. 1, Art. no. 974574, 2022, doi: 10.3389/fpsyg.2022.974574.

View Article

G. Goulart V, B. Liboni L, and O. Cezarino L, “Balancing skills in the digital transformation era: The future of jobs and the role of higher education,” Industry and Higher Education, vol. 36, no. 2, pp. 118-127, 2022, doi: 10.1177/09504222211029796.

View Article

M. Carabregu-Vokshi, G. Ogruk-Maz, S. Yildirim, B. Dedaj, and A. Zeqiri, “21st century digital skills of higher education students during Covid-19— is it possible to enhance digital skills of higher education students through E-Learning? Education and Information Technologies,” vol. 29, no. 1, pp. 103-137,2024, doi: 10.1007/s10639-023-12232-3.

View Article

A. Zuñiga-Collazos, M. Velásquez Orozco J, and A. Rojas-Ospina, “Digital Competences and Their Impact on Employability in the Tourism Sector—An Applied Study,” Sustainability, vol. 17, no. 13, pp. 6133, 2025, doi: 10.3390/su17136133.

View Article

P. T. Huu, “Impact of employee digital competence on the relationship between digital autonomy and innovative work behavior: a systematic review,” Artificial Intelligence Review, vol. 56, no. 12, pp. 14193-14222, 2023, doi: 10.1007/s10462-023-10492-6.

View Article

B. Đorđević, S. Milanović Zbiljić, and M. Radosavljević, “Impact of the Digital Skills on Employability: Cross-Sectional Analysis,” Economies, vol. 13, no. 7, pp. 196, 2025, doi: 10.3390/economies13070196.

View Article

W. M. Adegbite, “Unpacking mediation and moderating effect of digital literacy and life-career knowledge in the relationship between work-integrated learning and graduate employability,” Social Sciences & Humanities Open, vol. 10, no. 1, Art. no. 101161, 2024, doi: 10.1016/j.ssaho.2024.101161.

View Article

A. Caroline, M. J. H. Coun, A. Gunawan, and J. Stoffers, “A systematic literature review on digital literacy, employability, and innovative work behavior: emphasizing the contextual approaches in HRM research,” Frontiers in Psychology, vol. 15, no. 1, Art. no. 1448555, 2025, doi: 10.3389/fpsyg.2024.1448555.

View Article

J. Aliu, D. Aghimien, C. Aigbavboa, A. E. Oke, and A. Ebekozien, “An employability skills model for built environment graduates: A partial least squares structural equation modeling analysis,” International Journal of Construction Education and Research, vol. 21, no. 1, pp. 74-93, 2025, doi: 10.1080/15578771.2024.2333403.

View Article

N. Aryasandy, A. Arwizet, A. Ambiyar, S. Sukard, and F. Rozi, “Analyzing the Influence of Critical Thinking Skills, Self-Efficacy, Digital Literacy, and Industrial Internship on Students’ Work Readiness: SEM-PLS Approach,” Jurnal Pendidikan MIPA, vol. 26, no. 1, pp. 721-735, 2025, doi: 10.23960/jpmipa.v26i1.pp721-735.

View Article

A. Alfons, N. Y. Ate¸s, and P. J. F. Groenen, “A robust bootstrap test for mediation analysis,” Organizational Research Methods, vol. 25, no. 3, pp. 591-617, 2022, doi: 10.1177/1094428121999096.

View Article

N. Li, Y. Yang, and X. Zhao and Y. Li, “The relationship between achievement motivation and college students’ general self-efficacy: A moderated mediation model,” Frontiers in psychology, vol. 13, no. 1, Art. no. 1031912, 2023, doi: 10.3389/fpsyg.2022.1031912.

View Article

Y. Hou, H. Zhou, and X. Liu and B. Yin, “The Influence of Career Planning Education on College Students’ Entrepreneurial Intention: An Analysis of Mediating and Moderating Effects,” J. COMBIN. MATH. COMBIN. COMPUT, vol. 127, no. 1, pp. 1895-1908, 2025, doi: 10.61091/jcmcc127b-106.

View Article

S. Ben Ghrbeia and A. Alzubi, “Building micro-foundations for digital transformation: A moderated mediation model of the interplay between digital literacy and digital transformation,” Sustainability, vol. 16, no. 9, pp. 3749, 2024, doi: 10.3390/su16093749.

View Article

S. Muammar, P. Maheshwari, and S. Atalla, “An Integrated Theoretical Model for Assessing Digital Literacy’s Impact on Academic Performance: A Case Study Using PLS-SEM,” IEEE Access, vol. 13, no. 1, pp. 101624 - 101638, 2025, doi: 10.1109/ACCESS.2025.3578107.

View Article

S. Joshua and J. I. Apuru, “Influence of Digital Skills Acquisition on Perceived Employability Prospects of Accounting Education Students: Moderating Role of Geographic Location and Family Income,” Higher Education, vol. 9, no. 5, pp. 138-147, 2024, doi: 10.11648/j.her.20240905.16.

View Article

M. Nasiri, M. Saunila, J. Ukko, T. Rantala, and H. Rantanen, “Shaping digital innovation via digital-related capabilities,” Information Systems Frontiers, vol. 25, no. 3, pp. 1063-1080, 2023, doi: 10.1007/s10796-020-10089-2.

View Article

I. Kastelli, P. Dimas, D. Stamopoulos, and A. Tsakanikas, “Linking digital capacity to innovation performance: The mediating role of absorptive capacity,” Journal of the Knowledge Economy, vol. 15, no. 1, pp. 238-272, 2024, doi: 10.1007/s13132-022-01092-w.

View Article

J. Mattar, D. K. Ramos, and M. R. Lucas, “DigComp-based digital competence assessment tools: Literature review and instrument analysis,” Education and Information Technologies, vol. 27, no. 8, pp. 10843-10867, 2022, doi: 10.1007/s10639-022-11034-3.

View Article

N. M. Mozie, R. B. Munir, and F.S Azmi and S. C. Din, “Exploring digital learning orientation, e-learning self-efficacy and support system on student’s innovative behaviour,” Global Business and Management Research, vol. 14, no. 1, pp. 119-133, 2022.

S. O. Chukwuedo and C. N. Ementa, “Students’ work placement learning and employability nexus: Reflections from experiential learning and social cognitive career theories,” Industry and Higher Education, vol. 36, no. 6, pp. 742-755, 2022, doi: 10.1177/09504222221099198.

View Article

K. Tzafilkou, M. Perifanou, and A. A. Economides, “Development and validation of students’ digital competence scale (SDiCoS),” International journal of educational technology in higher education, vol. 19, no. 1, pp. 30, 2022, doi: 10.1186/s41239-022-00330-0.

View Article

E. Avinç and F. Doğan, “Digital literacy scale: Validity and reliability study with the rasch model,” Education and information Technologies, vol. 29, no. 17, pp. 22895-22941, 2024, doi: 10.1007/s10639-024-12662-7.

View Article

C. Fan and J. Wang, “Development and validation of a questionnaire to measure digital skills of Chinese undergraduates,” Sustainability, vol. 14, no. 6, pp. 3539, 2022, doi: 10.3390/su14063539.

View Article

M. Moshagen and M. Bader, “SemPower: General power analysis for structural equation models,” Behavior Research Methods, vol. 56, no. 4, pp. 2901-2922, 2024, doi: 10.3758/s13428-023-02254-7.

View Article

F. Schuberth, M. E. Rademaker, and J. Henseler, “Assessing the overall fit of composite models estimated by partial least squares path modeling,” European Journal of Marketing, vol. 57, no. 6, pp. 1678-1702, 2023, doi: 10.1108/EJM-08-2020-0586.

View Article

J. P. Irmer, A. G. Klein, and K. Schermelleh-Engel, “Estimating power in complex nonlinear structural equation modeling including moderation effects: The powerNLSEM R-package,” Behavior research methods, vol. 56, no. 8, pp. 8897-8931, 2024, doi: 10.3758/s13428-024-02476-3.

View Article

B. Forthmann and S. Nestler, “Latent variable modeling of scientific impact: Estimation of the Q model parameters with structural equation models,” Quantitative Science Studies, vol. 5, no. 3, pp. 668-680, 2024, doi: 10.1162/qss_a_00313.

View Article

S. G. West, W. Wu, D. McNeish, and A. Savord, “Model fit in structural equation modeling,” Handbook of structural equation modeling, vol. 2, no. 1, pp. 184-205, 2023.

S. Sathyanarayana and T. Mohanasundaram, “Fit indices in structural equation modeling and confirmatory factor analysis: reporting guidelines,” Asian Journal of Economics, Business and Accounting, vol. 24, no. 7, pp. 561-577, 2024, doi: 10.9734/ajeba/2024/v24i71430.

View Article

D. Katsamba, “The Digital Nexus of Creativity: Mediating Roles of Self-Competence and Self-Efficacy in AI Use and Digital Literacy,” Journal of Advanced Research in Social Sciences and Humanities, vol. 10, no. 3, pp. 80-93, 2025, doi: 10.26500/JARSSH-10-2025-0303.

View Article

E. J. Ryu, K. S. Jang, and A. Kim E, “Influence of learning presence of non-face-to-face class experience in nursing students on academic achievement: Mediating effect of learning flow and moderated mediation of digital literacy,” Journal of Korean Academy of Nursing, vol. 52, no. 3, pp. 278-290, 2022, doi: 10.4040/jkan.21241.

View Article

R. K. Ibrahim, S. Al Sabbah, M. Al-Jarrah, J. Senior, J. A. Almomani, A. Darwish, et al., “The mediating effect of digital literacy and self-regulation on the relationship between emotional intelligence and academic stress among university students: A cross-sectional study,” BMC Medical Education, vol. 24, no. 1, pp. 1309, 2024, doi: 10.1186/s12909-024-06279-0.

View Article

Similar Articles

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 > >> 

You may also start an advanced similarity search for this article.