Abstract
The impact of information and communications technology (ICT) on students’ learning achievement has attracted increasing attention from researchers and policy makers. However, we still have limited knowledge of its underlying mechanisms. This study examined the chain mediating roles of digital literacy and problem-solving ability on the relationships between ICT utilization and learning achievement. Participants included 1633 middle school students from central and southern China. Results indicated that ICT utilization had a significant positive effect on learning achievement, and digital literacy played a mediating role in the relationship between them. Further, ICT utilization affected learning achievement through the chain mediating role of digital literacy and problem-solving ability. However, our findings showed that problem-solving ability cannot mediate the relationship between them. These above findings revealed the mechanism through which ICT utilization may influence students’ learning achievement and contributed to an in-depth discussion regarding the reasons behind the relationships. Finally, we adduced practical implications for how to help students better benefit from ICT utilization for learning and proposed the future research directions.
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References
Spiezia, V.: Does computer use increase educational achievements? student-level evidence from PISA. OECD J. Econ. Stud. 2010(1), 1–22 (2011)
Xiao, F., Sun, L.: Profiles of student ICT use and their relations to background, motivational factors, and academic achievement. J. Res. Technol. Educ. 54(3), 1–17 (2021)
Huang, S., Jiang, Y., Yin, H., et al.: Does ICT use matter? the relationships between students’ ICT use, motivation, and science achievement in East Asia. Learn. Individ. Differ. 86, 101957 (2021)
Li, S., Liu, X., Tripp, J., et al.: From ICT availability to student science achievement: mediation effects of ICT psychological need satisfactions and interest across genders. Res. Sci. Technol. Educ. 40(4), 1–20 (2020)
Skryabin, M., Zhang, J.J., Liu, L., et al.: How the ICT development level and usage influence student achievement in reading, mathematics, and science. Comput. Educ. 85, 49–58 (2015)
Huang, F., Teo, T., Scherer, R.: Investigating the antecedents of university students’ perceived ease of using the Internet for learning. Interact. Learn. Environ. 30(6), 1060–1076 (2022)
Maleki, H., Majidi, A., Haddadian, F., et al.: Effect of applying informant on and communication technology (ICT) on learning level and information literacy of students. Procedia Soc. Behav. Sci. 46, 5862–5867 (2012)
Beyazsacli, M.: Relationship between problem solving skills and academic achievement. Anthropologist 25(3), 288–293 (2016)
Luu, K., Freeman, J.G.: An analysis of the relationship between information and communication technology (ICT) and scientific literacy in Canada and Australia. Comput. Educ. 56(4), 1072–1082 (2011)
Lei, H., Xiong, Y., Chiu, M.M., et al.: The relationship between ICT literacy and academic achievement among students: a meta-analysis. Child Youth Serv. Rev. 127, 106–123 (2021)
Herdianto, E.N., Indriati, D.: ICT-based learning media to enhance students’ problem solving ability in efforts to face the industrial revolution 4.0. J. Phys. Conf. Series. 1511(1), 012097 (2020)
Birgin, O., Acar, H.: The effect of computer-supported collaborative learning using GeoGebra software on 11th grade students’ mathematics achievement in exponential and logarithmic functions. Int. J. Math. Educ. Sci. Technol. 53(4), 872–889 (2022)
Yang, Y.T.C., Wu, W.C.I.: Digital storytelling for enhancing student academic achievement, critical thinking, and learning motivation: a year-long experimental study. Comput. Educ. 59(2), 339–352 (2012)
Korucu, A.T., Cakir, H.: The effect of dynamic web technologies on student academic achievement in problem-based collaborative learning environment. Malays. Online J. Educ. Technol. 6(1), 92–108 (2018)
Fatima, G., Jabeen, S.M.: Use of information communication technologies (ICTs) and academic achievement of university students: a correlational investigation. J. Bus. Soc. Rev. Emerg. Econ. 7(1), 131–138 (2021)
Gilster, P., Glister, P.: Digital Literacy. Wiley Computer Pub, New York (1997)
Martin, A.: Digital literacy and the digital. In: Lankshear, C., Knobel, M., (eds.), Digital literacies: Concepts, Policies, and Practices, pp. 151–176. Peter Lang (2008)
Walton, G.: Digital literacy(DL): establishing the boundaries and identifying the partners. New Rev. Acad. Librariansh. 22(1), 1–4 (2016)
Lwoga, E.T., Sife, A.S., Busagala, L.S.P., et al.: The role of universities in creating ICT awareness, literacy and expertise: experiences from Tanzanian public universities. In: the International ICT Conference, Kampala, Uganda (2005)
Wing, J.M.: Computational thinking. Commun. ACM 49(3), 33–35 (2006)
Carretero, S., Vuorikari, R., Punie, Y.: DigComp 2.1. The Digital Competence Framework for Citizens. With Eight Proficiency Levels and Examples of Use. Publications Office of the European Union (2017)
Xuan, M.: Research on the curriculum model of cultivating social responsibility of elementary school students in an information society—take elementary school as an example. China Educ. Technol. 430(11), 129–134 (2022)
Rahman, M.: 21st century skill’ problem solving’: defining the concept. Rahman, MM (2019). 21st century skill problem solving: defining the concept. Asian J. Interdiscipl. Res. 2(1), 64–74 (2019)
Gupta, M., Pasrija, P.: Problem solving ability & locality as the influential factors of academic achievement among high school students. Issues Ideas Educ. 4(1), 37–50 (2016)
Zhang, L., Zhou, Y., Wijaya, T.T.: Hawgent dynamic mathematics software to improve problem-solving ability in teaching triangles. J. Phys. Conf. Series. IOP Publish. 1663(1), 012069 (2020)
Kim, K.T.: The structural relationship among digital literacy, learning strategies, and core competencies among south Korean college students. Educ. Sci. Theory Pract. 19(2), 3–21 (2019)
Greiff, S., Kretzschmar, A., Müller, J.C., et al.: The computer-based assessment of complex problem solving and how it is influenced by students’ information and communication technology literacy. J. Educ. Psychol. 106(3), 666–680 (2014)
Shute, V.J., Sun, C., Asbell-Clarke, J.: Demystifying computational thinking. Educ. Res. Rev. 22, 142–158 (2017)
Yi, Z., Xuemin, D., Bielei, C., et al.: A study on cultivating students’ problem-posing ability and problem-solving ability based on the APT teaching model in the smart classroom. China Educ. Technol. 375(04), 57–65 (2018)
Hayes, A.F.: Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach. Guilford publications (2017)
Yang, Z., Barnard-Brak, L., Siwatu, K.: How does the availability of information and communication technology (ICT) resources mediate the relationship between socioeconomic status and achievement? J. Technol. Behav. Sci. 4(3), 262–266 (2019)
Greene, J.A., Seung, B.Y., Copeland, D.Z.: Measuring critical components of digital literacy and their relationships with learning. Comput. Educ. 76, 55–69 (2014)
Acknowledgements
The paper was supported by the National Natural Science Foundation Program of China, “A theoretical and practical study of an artificial intelligence educational framework for computational thinking in K-12” (No.: 72274076). It was also supported by the First - class Discipline Construction Project of Pedagogy (No.: 31101220301).
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Chen, D., Zhang, Y., Luo, H., Li, J., Lin, Y. (2023). From ICT Utilization to Student Learning Achievement: Mediation Effects of Digital Literacy and Problem-Solving Ability. In: Li, C., Cheung, S.K.S., Wang, F.L., Lu, A., Kwok, L.F. (eds) Blended Learning : Lessons Learned and Ways Forward . ICBL 2023. Lecture Notes in Computer Science, vol 13978. Springer, Cham. https://doi.org/10.1007/978-3-031-35731-2_8
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