Technological Self-efficacy, Task Value, and Goal Orientation in Improving Digital Literacy for Employment among Liberal Arts University Students in Chengdu
Main Article Content
Abstract
Amid China’s digital transformation and increasing employment pressure on liberal arts graduates, this study investigates how motivational beliefs technological self-efficacy, task value, and goal orientation influence digital literacy relevant to employment. A quantitative survey was conducted among 400 liberal arts students in Chengdu. Correlation, regression and variance analyses revealed that all three motivational beliefs were significantly and positively related to digital literacy, with task value emerging as the strongest predictor. The model explained 47.9% of the variance (R² = .479, p < .001). Mastery and performance-approach goals showed positive effects, while performance-avoidance goals had a negative impact. All subdimensions of technological self-efficacy and task value demonstrated consistent positive effects. Significant grade-level differences were found: seniors scored highest in digital literacy and task value, while sophomores reported the highest technological self-efficacy. Goal orientation remained stable across grades. University type significantly affected goal orientation only, with students from “Double First-Class” universities scoring higher. The findings offer both theoretical and practical implications for developing targeted interventions and motivation-enhanced curricula to improve students’ employability in the digital era.
Article Details

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
References
Alhadabi, A., & Karpinski, A. C. (2020). Grit, self-efficacy, achievement orientation goals, and academic performance in university students. International Journal of Adolescence and Youth, 25(1), 519-535. https://doi.org/10.1080/02673843.2019.1679202
Ames, C. (1992). Classrooms: Goals, structures, and student motivation. Journal of Educational Psychology, 84(3), 261-271. https://doi.org/10.1037/0022-0663.84.3.261
An, F., Xi, L., Yu, J., & Zhang, M. (2022). Relationship between technology acceptance and self-directed learning: Mediation role of positive emotions and technological self-efficacy. Sustainability, 14(16), Article 10390. https://doi.org/10.3390/su141610390
Anderman, E. M. (2020). Achievement motivation theory: Balancing precision and utility. Contemporary Educational Psychology, 61, Article 101864. https://doi.org/10.1016/j.cedpsych.2020.101864
Anderman, E. M., & Maehr, M. L. (1994). Motivation and schooling in the middle grades. Review of Educational Research, 64(2), 287-309. https://doi.org/10.3102/00346543064002287
Anistyasari, Y., Sujatmiko, B., Ekohariadi, E., & Hidayati, S. C. (2024). Investigating the effect of intrinsic motivation to digital literacy skills [Conference presentation]. 5th Vocational Education International Conference (VEIC-5 2023). Atlantis Press,Semarang, Indonesia (Hybrid). https://doi.org/10.2991/978-2-38476-198-2_158
Anthonysamy, L., Ah Choo, K., & Soon Hin, H. (2021). Investigating self-regulated learning strategies for digital learning relevancy. Malaysian Journal of Learning and Instruction, 18(1), 29-64. https://doi.org/10.32890/mjli2021.18.1.2
Anthonysamy, L., Koo, A. C., & Hew, S. H. (2020). Self-regulated learning strategies in higher education: Fostering digital literacy for sustainable lifelong learning. Education and Information Technologies, 25(4), 2393-2414. https://doi.org/10.1007/s10639-020-10201-8
Bai, B., & Wang, J. (2023). The role of growth mindset, self-efficacy and intrinsic value in self-regulated learning and English language learning achievements. Language Teaching Research, 27(1), 207-228. https://doi.org/10.1177/1362168820933190
Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological review, 84(2), 191-215. https://psycnet.apa.org/doi/10.1037/0033-295X.84.2.191
Bandura, A. (1997). Self-efficacy: The exercise of control. Freeman Google Scholar, 2, 143-154.
Bellini, C. G. P., Isoni Filho, M. M., de Moura Junior, P. J., & de Faria Pereira, R. D. C. (2016). Self-efficacy and anxiety of digital natives in face of compulsory computer-mediated tasks: A study about digital capabilities and limitations. Computers in Human Behavior, 59, 49-57. https://doi.org/10.1016/j.chb.2016.01.015
Cai, J., Wen, Q., Jaime, I., Cai, L., & Lombaerts, K. (2022). From classroom learning environments to self-regulation: The mediating role of task value. Studies in Educational Evaluation, 72, Article 101119. https://doi.org/10.1016/j.stueduc.2021.101119
Cetindamar Kozanoglu, D., & Abedin, B. (2021). Understanding the role of employees in digital transformation: Conceptualization of digital literacy of employees as a multi-dimensional organizational affordance. Journal of Enterprise Information Management, 34(6), 1649-1672. https://doi.org/10.1108/JEIM-01-2020-0010
Cheng, Y. (2020). General Education in the Humanities for the Digital Age. Retrieved from https://www.tsinghua.edu.cn/info/1182/50936.htm
Chiang, F. K., Zhang, Y., Zhu, D., Shang, X., & Jiang, Z. (2022). The influence of online STEM education camps on students’ self-efficacy, computational thinking, and task value. Journal of Science Education and Technology, 31(4), 461-472. https://doi.org/10.1007/s10956-022-09967-y
Clifford, I., Kluzer, S., Troia, S., Jakobsone, M., Zandbergs, U., Vuorikari, R., ... & O’Keeffe, W. (2020). DigCompSat. Retrieved from https://publications.jrc.ec.europa.eu/repository/handle/JRC123226
Compeau, D., Gravill, J., Haggerty, N., & Kelley, H. (2015). Computer self-efficacy: A review. Human-computer interaction and management information systems: Foundations, 239-275. Retrieved from http://ndl.ethernet.edu.et/bitstream/123456789/36724/1/221.Dennis%20F.%20Galletta.pdf#page=240
Dan, N. N. L., Nghia, T. T., Thy, P. H., & Nhi, H. T. Y. (2022). The Relationship between students’ self-efficacy beliefs and their English language achievement. Journal of English Language Teaching and Applied Linguistics, 4(2), 102-112. https://doi. org/10.32996/jeltal.
Dazhong News. (2024). Zhaopin released the 2024 Survey Report on College Students' Employment Competitiveness. Retrieved from https://baijiahao.baidu.com/s?id=1798657105261665333&wfr=spider&for=pc
DQ Institute. (2021). World’s first global standard for digital literacy, skills and readiness launched by the coalition for digital intelligence. Global Standards for Digital Intelligence. Retrieved from www.dqinstitute.org/2021/12/10/worlds-first-global-standard-for-digital-literacy-skills-and-readiness-launched-by-the-coalition-for-digital-intelligence/
Eccles, J. (1983). Expectancies, values and academic behaviors. In J. T. Spence (Ed.), Achievement and achievement motives: Psychological and sociological approaches (pp. 75-146). San Francisco, CA: Free man.
Eccles, J. S., & Wigfield, A. (2020). From expectancy-value theory to situated expectancy-value theory: A developmental, social cognitive, and sociocultural perspective on motivation. Contemporary Educational Psychology, 61, Article 101859. https://doi.org/10.1016/j.cedpsych.2020.101859
Ei, C. H., & Soon, C. (2021). Towards a unified framework for digital literacy in Singapore. Singapore: Institute of Policy Studies.
Elliot, A. J., & Church, M. A. (1997). A hierarchical model of approach and avoidance achievement motivation. Journal of Personality and Social Psychology, 72(1), 218-232. https://doi.org/10.1037/0022-3514.72.1.218
Elliot, A. J., & Murayama, K. (2008). On the measurement of achievement goals: Critique, illustration, and application. Journal of Educational Psychology, 100(3), 613-628. https://doi.org/10.1037/0022-0663.100.3.613
Esteve-Mon, F. M., Llopis-Nebot, M. Á., & Adell-Segura, J. (2020). Digital teaching competence of university teachers: A systematic review of the literature. IEEE Revista Iberoamericana de Tecnologías del Aprendizaje, 15(4), 399-406. https://doi.org/10.1109/RITA.2020.3033225
European Commission. (2019). Key competences for lifelong learning. Publications Office. Retrieved from https://data.europa.eu/doi/10.2766/569540
Falloon, G. (2020). From digital literacy to digital competence: The teacher digital competency (TDC) framework. Educational Technology Research and Development, 68(5), 2449-2472. https://doi.org/10.1007/s11423-020-09767-4
Getenet, S., Cantle, R., Redmond, P., & Albion, P. (2024). Students' digital technology attitude, literacy and self-efficacy and their effect on online learning engagement. International Journal of Educational Technology in Higher Education, 21(1), Article 3. https://doi.org/10.1186/s41239-023-00437-y
Gilbert, C. (2019). Investigating any bi-directional influence between an educational intervention and the subjective task value of digital literacy [Doctoral dissertation], University of Pittsburgh, US.
Guitert, M., Romeu, T., & Colas, J. F. (2020). Basic digital competences for unemployed citizens: Conceptual framework and training model. Cogent Education, 7(1), Article 1748469. https://doi.org/10.1080/2331186X.2020.1748469
Hagemeier, N. E., & Murawski, M. M. (2014). An instrument to assess subjective task value beliefs regarding the decision to pursue postgraduate training. American Journal of Pharmaceutical Education, 78(1), Article 11. https://doi.org/10.5688/ajpe78111
Hopp, T., & Gangadharbatla, H. (2016). Examination of the factors that influence the technological adoption intentions of tomorrow’s new media producers: A longitudinal exploration. Computers in Human Behavior, 55, 1117-1124. https://doi.org/10.1016/j.chb.2014.09.040
Hsieh, P., Sullivan, J. R., & Guerra, N. S. (2007). A closer look at college students: Self-efficacy and goal orientation. Journal of Advanced Academics, 18(3), 454-476. https://doi.org/10.4219/jaa-2007-500
Huang, R. H., Liu, D. J., Amelina, N., Yang, J. F., Zhuang, R. X., Chang, T. W., & Cheng, W. (2020). Guidance on active learning at home during educational disruption: Promoting student’s self-regulation skills during COVID-19 outbreak. Beijing: Smart Learning Institute of Beijing Normal University.
Jatmoko, D., Suyitno, S., Rasul, M. S., Nurtanto, M., Kholifah, N., Masek, A., & Nur, H. R. (2023). The factors influencing digital literacy practice in vocational education: A structural equation modeling approach. European Journal of Educational Research, 12(2), 1109-1121. https://doi.org/10.12973/eu-jer.12.2.1109
Kahveci, P. (2021). Language teachers’ digital literacy and Self-efficacy: Are they related?. ELT Research Journal, 10(2), 123-139.
Karakış, Ö. (2022). Examining online learning motivations of university students studying via distance education in the Covid-19 pandemic by digital literacy variable. Kastamonu Education Journal, 30(3), 587-608. https://doi.org/10.24106/kefdergi.927496
Khan, N., Sarwar, A., Chen, T. B., & Khan, S. (2022). Connecting digital literacy in higher education to the 21st century workforce. Knowledge Management & E-Learning, 14(1), 46-61. https://doi.org/10.34105/j.kmel.2022.14.004
Khorrami-Arani, O. (2001). Researching computer self-efficacy. International Education Journal, 2(4), 17-25.
Li, X., Huebner, E. S., & Tian, L. (2021). Relations between achievement task values and academic achievement and depressive symptoms in Chinese elementary school students: Variable-centered and person-centered perspectives. School Psychology, 36(3), Article 167. https://doi.org/10.1037/spq0000384
Lilian, A. (2022). Motivational beliefs, an important contrivance in elevating digital literacy among university students. Heliyon, 8(12), Article e11913. https://doi.org/10.1016/j.heliyon.2022.e11913
Liu, J., & Hua, Y., (2023). Taking industry-education integration as a breakthrough point to deepen the development of new liberal arts majors in applied universities. Journal of New Humanities and Social Sciences, 6(2), 19-22.
Lu, G., & Tian, M. (2024). The influences of online learning environments, self-efficacy, and interaction on learning achievement: The case of international students in China. Interactive Learning Environments, 32(7), 3257-3278. https://doi.org/10.1080/10494820.2023.2172045
Marín, V. I., & Castaneda, L. (2023). Developing digital literacy for teaching and learning. In Handbook of Open, Distance and Digital Education (pp. 1089-1108). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-19-2080-6_64
Midgley, C., Kaplan, A., Middleton, M., Maehr, M. L., Urdan, T., Anderman, L. H., ... & Roeser, R. (1998). The development and validation of scales assessing students' achievement goal orientations. Contemporary Educational Psychology, 23(2), 113-131. https://doi.org/10.1006/ceps.1998.0965
Mieg, H. A., Klieme, K. E., Barker, E., Bryan, J., Gibson, C., Haberstroh, S., ... & Unterpertinger, E. (2024). Short digital-competence test based on DigComp2. 1: Does digital competence support research competence in undergraduate students?. Education and Information Technologies, 29(1), 139-160. https://doi.org/10.1007/s10639-023-12251-0
Mittal, P. (2020). Impact of digital capabilities and technology skills on effectiveness of government in public services [Conference presentation]. 2020 international conference on data analytics for business and industry: Way towards a sustainable economy (ICDABI), Sakheer, Bahrain. https://doi.org/10.1109/ICDABI51230.2020.9325647
Muenks, K., Miller, J. E., Schuetze, B. A., & Whittaker, T. A. (2023). Is cost separate from or part of subjective task value? An empirical examination of expectancy-value versus expectancy-value-cost perspectives. Contemporary Educational Psychology, 72, Article 102149. https://doi.org/10.1016/j.cedpsych.2023.102149
One, C. (2017). The digital edge: Middle-skill workers and careers. Retrieved from https://www.voced.edu.au/content/ngv:84437
Osmani, M., Weerakkody, V., Hindi, N., & Eldabi, T. (2019). Graduates employability skills: A review of literature against market demand. Journal of Education for Business, 94(7), 423-432. https://doi.org/10.1080/08832323.2018.1545629
Pangrazio, L., Godhe, A. L., & Ledesma, A. G. L. (2020). What is digital literacy? A comparative review of publications across three language contexts. E-learning and Digital Media, 17(6), 442-459. https://doi.org/10.1177/2042753020946291
Reddy, P., Chaudhary, K., & Hussein, S. (2023). A digital literacy model to narrow the digital literacy skills gap. Heliyon, 9(4), Article e14878. https://doi.org/10.1016/j.heliyon.2023.e14878
Robinson, K. A., Lee, Y. K., Bovee, E. A., Perez, T., Walton, S. P., Briedis, D., & Linnenbrink-Garcia, L. (2019). Motivation in transition: Development and roles of expectancy, task values, and costs in early college engineering. Journal of Educational Psychology, 111(6), 1081–1102. https://doi.org/10.1037/edu0000331
Schunk, D. H., & DiBenedetto, M. K. (2021). Self-efficacy and human motivation. Advances in Motivation Science, 8, 153-179. https://doi.org/10.1016/bs.adms.2020.10.001
Ulfert, A. S., Antoni, C. H., & Ellwart, T. (2022). The role of agent autonomy in using decision support systems at work. Computers in Human Behavior, 126, Article 106987. https://doi.org/10.1016/j.chb.2021.106987
UNESCO. (2018). A global framework to measure digital literacy. Retrieved from https://world-education-blog.org/2018/03/19/a-global-framework-to-measure-digital-literacy/
Van Laar, E., Van Deursen, A. J., Van Dijk, J. A., & De Haan, J. (2017). The relation between 21st-century skills and digital skills: A systematic literature review. Computers in Human Behavior, 72, 577-588. https://doi.org/10.1016/j.chb.2017.03.010
VandeWalle, D., Brown, S. P., Cron, W. L., & Slocum Jr, J. W. (1999). The influence of goal orientation and self-regulation tactics on sales performance: A longitudinal field test. Journal of Applied Psychology, 84(2), 249-259. https://doi.org/10.1037/0021-9010.84.2.249
Vandewalle, D., Nerstad, C. G., & Dysvik, A. (2019). Goal orientation: A review of the miles traveled and the miles to go. Annual Review of Organizational Psychology and Organizational Behavior, 6(1), 115-144. https://doi.org/10.1146/annurev-orgpsych-041015-062547
Vuorikari, R., Kluzer, S., & Punie, Y. (2022). DigComp 2.2: The digital competence framework for citizens-with new examples of knowledge, skills and attitudes (No. JRC128415). Joint Research Centre (Seville site).
Vuorikari, R., Punie, Y., Gomez, S. C., & Van Den Brande, G. (2016). DigComp 2.0: The digital competence framework for citizens. Update phase 1: The conceptual reference model (No. JRC101254). Joint Research Centre.
Wang, Q., & Xue, M. (2022). The implications of expectancy-value theory of motivation in language education. Frontiers in Psychology, 13, 992372. https://doi.org/10.3389/fpsyg.2022.992372
Xi, J. P. (2022). Report to the 20th National Congress of the Communist Party of China. Retrieved from https://www.gov.cn/xinwen/2022-10/25/content_5721685.htm
Yuan, M. (2025). Exploring pathways to enhance college students' employability in the Era of artificial intelligence. China Employment, 2, 76-77. https://doi.org/10.16622/j.cnki.11-3709/d.2025.02.005