Study the factors affecting digital reading behavior of students at the University of Tabriz

Document Type : Original Article

Authors

1 Department of knowledge and Information Science, University of Tabriz, Tabriz, Iran

2 MSc in knowledge and Information Science, University of Tabriz, Tabriz, Iran

10.61882/publlij.2025.2068782.1018
Abstract
Purpose: This study aimed to investigate the factors affecting the digital reading behavior of students at the University of Tabriz.
Methods: The present study is applied in terms of purpose and descriptive-correlational in terms of data collection method, which was conducted by survey method. The statistical population of the study consists of all students of Tabriz University (about 18,101), and the sample size was determined as 369 using Krejci and Morgan table. The sampling method was stratified random sampling with proportional size. The data collection tool was a researcher-made questionnaire. Its face validity was confirmed by experts in this field and its reliability was measured using Cronbach's alpha coefficient at 74%. After collection, 229 questionnaires were analyzed. Descriptive and inferential statistics were used to analyze the data using SPSS software, and SmartPLS was used for model fitting and hypothesis testing.
Results: The results of the Pearson correlation coefficient test showed that there is a significant relationship between all the variables studied and digital reading behavior. The t-values of the coefficients of each of the predicted paths of the factors of ease of use, perceived usefulness, relative advantage, perceived value, social influence, motivation and interest, performance expectation, attitude towards using the Internet, and digital information literacy skills with digital reading behavior indicated a significant relationship, and thus all the research hypotheses were confirmed. These factors explained a total of 52% of the changes in the dependent variable of digital reading behavior. The goodness of fit index (0.46) was obtained, which indicates that the conceptual model of the research is at a strong level.
Conclusion: Digital reading behavior can be influenced by various factors. In making policies in the field of reading, universities and academic libraries should pay attention to all logical and irrational factors affecting digital reading and provide the necessary infrastructure for digital reading. Also, the results of this research can be useful for e-book designers and digital content providers to cultivate digital reading behavior.

Keywords


Abasi, H. (2017). Designing the Model for Commercialization of University Research Using Structural Equation Modeling- Partial Least Squares Method (SEM-PLS). Iranian Journal of Trade Studies21(82), 1-21. [In Persian]
Al-Jarf, R. (2023). Digital Reading among Educated Arabs: A Twitter-base Study. Journal of Computer Science and Technology Studies, 5,01-12. https://doi.org/10.32996/jcsts.2023.5.3.1
Al-Kahlan, T. B. S., & Khasawneh, M. A. S. (2023). Understanding the Cognitive Processes of Digital Reading in the Age of E-Books. Migration Letters, 20(S3), 1130-1140. https://doi.org/10.59670/ml.v20iS3.4357
Bodomo, A., Lam, M., & Lee, C. (2003). Some students still read books in the 21st century: A study of user preferences for print and electronic libraries. The Reading Matrix, 3(3), 34–49.
Chang, L, Wang, Y., Liu, J., Feng, Y., & Zhang, X. (2023). Study on factors influencing college students’ digital academic reading behavior. Front. Psychol. 13:1007247. https://doi.org/10.3389/fpsyg.2022.1007247
Cull. B. W. (2011). Reading revolutions: Online digital text and implications for reading in academe. First Monday, 16(6). https://doi.org/10.5210/fm.v16i6.3340
Davari, A. & Rezazadeh, A. (2013). Structural Equation Modeling with PLS Software. Tehran: Jahad Daneshgahi Publications. [In Persian]
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340. https://doi.org/10.2307/249008
Delgado, P., Vargas, C., Ackerman, R., & Salmerón, L. (2018). Don’t Throw Away Your Printed Books: A Meta-Analysis on the Effects of Reading Media on Reading Comprehension. Educ. Res. Rev, 25, 23–38. https://doi.org/10.1016/j.edurev.2018.09.003
Divya, P., & Mohamed Haneefa, K. (2020). Factors Influencing Digital Reading Behavior of Students: A Study in Universities in Kerala. DESIDOC Journal of Library & Information Technology, 40(5), 313.https://doi.org/10.14429/djlit.40.5.15672
Fornell, C., & Larcker, D. (1981). Evaluating Structural Equation Modeling with Unobserved Variables and Measurement Error. Journal of Marking Research, 18(1), 39-50. https://doi.org/10.2307/3151312
Habibi, A. & Jalalnia, R. (2022). Phenomenology. Tehran: Narun Danesh Publications. [in Persian]
Hu, J. & Zhang. Y. (2016). Understanding Chinese Undergraduates’ Continuance Intention to Use Mobile Book-Reading Apps: An Integrated Model and Empirical Study. Libri, 66, (2), 85-99. https://doi.org/10.1515/libri-2015-0090
Hulland, J.(1999). Use of partial least squares in strategic management research: a review of four recent studies. strategic management journal, 20-195. https://doi.org/10.1002/(SICI)1097-0266(199902)20:2%3C195::AID-SMJ13%3E3.0.CO;2-7
Kim, J., & Lee, K. S. (2020). Conceptual model to predict Filipino teachers’ adoption of ICT based instruction in class: using the UTAUT model. Asia Pacific Journal of Education ,42, 699–713. https://doi.org/10.1080/02188791.2020.1776213
Lai, J. Y. & Chang, C. Y. (2011). User attitudes toward dedicated e-book readers for reading: the effects of convenience, compatibility and media richness. Online Information Review, 35(4), 558-580. https://doi.org/10.1108/14684521111161936
Lee, Y., Migut, G., & Specht, M. (2025). Unveiling cognitive processes in digital reading through behavioral cues: A hybrid intelligence (HI) approach. British Journal of Educational Technology56, 678–711. https://doi.org/10.1111/bjet.13551
Lim, H. J., & Jung, H. (2019). Factors related to digital reading achievement: A multi-level analysis using international large-scale data. Computers & Education, 133, 82–93. https://doi.org/10.1016/j.compedu
Lin, S., Chen, C., & Ke, H. (2021). A Comparison of Digital Reading Behaviors Among Graduate Students in Taiwan and the USA. International Journal of Informatics and Information Systems, 4(2), 130-137. https://doi.org/10.47738/ijiis.v4i2.110
Liu, Z. (2012). Digital reading: An overview. Chinese Journal of Library and Information Science, 5(1), 85-94.
Miri, F., Ahmadi, S. & Taheri, H. (2025). Associations between Learners’ Online Reading Engagement, Reading Comprehension, and Reading Motivation. [In Persian] https://sanad.iau.ir/Journal/ttlt/Article/1199395/FullText
Moslemi, M., Kazemi, F., & Farajpour, M. (2017). Viewpoint of public libraries users to study in the internet environment (case study: West Azerbaijan Province). Sciences and Techniques of Information Management3(1), 123-141. [In Persian] https://doi.org/10.22091/stim.2017.1258.1089
Naseri, Z, & Noruzi, A. (2016). The Effect of Digital Age on Youth Reading Habits and practices. Research on Information Science and Public Libraries, 22 (2), 213-227. [In Persian] https://files01.core.ac.uk/download/pdf/290493923.pdf
Nguyen, L. T., & Tuamsuk, K. (2023). Digital reading in Vietnamese universities: The situation and influencing factors. IFLA Journal49(4), 650-663. https://doi.org/10.1177/03400352231196171
Oyewole, T. G. & Adegoke, J. A. (2018). Effect of the Internet on the Reading Habit and Academic Performance of Undergraduate Students: A Case Study of Bowen University, Iwo. International Journal of Education and Evaluation,4(4), 88-99. https://www.iiardjournals.org/get/IJEE/VOL.%204%20NO.%204%202018/Effect%20of%20the%20Internet.pdf
Park, E., Sung J., & Cho, K. (2015). Reading experiences influencing the acceptance of e-book devices. The Electronic Library, 33(1), 120 – 135. https://doi.org/10.1108/EL-05-2012-0045
Peras, I., Klemenčič M. E., Japelj P. B., & Mekiš R.Ž. (2023). Digital versus Paper Reading: A Systematic Literature Review on Contemporary Gaps According to Gender, Socioeconomic Status, and Rurality. Eur J Investig Health Psychol Educ, 13(10),1986-2005. https://doi.org/10.3390/ejihpe13100142. PMID: 37887143; PMCID: PMC10606230
Prensky, M. (2011). Digital natives, digital immigrants. In M. Bauerlein (Ed.), The digital divide (pp. 3–12). Penguin Books.
Rabaud, C.Mamode Khan, N. & Rampat, S. (2018). Independent and digital reading among undergraduates: the case of the University of Mauritius. Journal of Applied Research in Higher Education, 10 (3), 296-310. https://doi.org/10.1108/JARHE-09-2017-0117
Rasyidnita, P., Putri, N., Syifa, K., Putri, D., & Arfian. (2024). The Influence of Digital Literacy on Reading Interests of Elementary School Students. Linguanusa: Social Humanities, Education and Linguistic, 2, 58-65. https://doi.org/10.63605/ln. v2i1.44
Rogers, E. M. (2010). Diffusion of innovations. New York: Simon and Schuster.
Saaid, S. A., & Wahab, Z. A. (2014). The impact of digital-based materials on undergraduates’ reading habit. International Journal of Social Science and Humanity, 4(3), 249–253. https://doi.org/10.7763/IJSSH. 2014.V4.357
Safavi, Z., Farzin-Yazdi, M. & Ghasempour, S. (2024). Identifying Factors Influencing Users' Continuous Use of E-Reader Applications. Library and Information Sciences26(4), 33-56. [In Persian] https://doi.org/10.30481/lis.2023.420292.2104
Samiei, M., Ghobadi Terra, H., & Hariri, N. (2020). The role of social networks in the amount of electronic and print studies Case Study: Students of Faculty of Literature, Humanities and Social Sciences, Islamic Azad University. Sciences and Techniques of Information Management6(2), 73-88. [In Persian] https://doi.org/10.22091/stim.2020.4311.1305
Seifi, L., & Ayati, M. (2021). The Effect of Mobile Social Networking on the Reading Habit of the Student Teachers of Frahangian University in South Khorasan Province. Research on Information Science & Public Libraries. 26(4), 697 -721. [In Persian] http://publij.ir/article-1-2076-en.html
Soroya, S. H., & Ameen, K. (2020). Millennials’ Reading Behavior in the Digital Age: A Case Study of Pakistani University Students. Journal of Library Administration, 60(5), 559-577. https://doi.org/10.1080/01930826.2020.1760563
Stebbins, R. A. (2013). The committed reader: Reading for utility, pleasure and fulfillment in the twenty-first century. Scarecrow Press.
Sukandar, E., Arrahim, A., & Dermawan, D. (2025). The influence of digital literacy on students' reading interest in indonesian language subjects. Jurnal Elementaria Edukasia, 8, 3499-3507. https://doi.org/10.31949/jee. v8i1.13177
Svinicki, M. D., & Vogler, J. S. (2012). Motivation and learning: Modern theories. In N. M. Seel (Ed.), Ency‌‌clopedia of the sciences of learning (pp. 2336–2339). Springer.
Tang, X. Y., & Lin, Y. (2004). Improve the utilization rate of electronic publications and move towards a new era of digital reading. Libr. Trib, 2, 91–93.
Tanjung, F. Z., Ridwan, R., & Gultom, U. A. (2017). Reading habits in digital era: Research on the students in Borneo university. Language and Language Teaching Journal, 20(2), 147-157. https://doi.org/10.24071/llt.2017.200209
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425-478. https://doi.org/10.2307/30036540
Venkatesh, V., Thong, J., & Xin, X. (2012). Consumer acceptance and use of information technology: extending the unified theory of acceptance and use of technology. MIS Quarterly. 36, 157–178. https://doi.org/10.2307/41410412
Wang, X. & Jin, Y. (2020). Measuring multiple dimensions of Chinese adolescents’ attitudes toward reading: introducing the survey of adolescent reading attitudes to Chinese teachers. Journal of Adolescent & Adult Literacy, 63(6), 661–673. https://doi.org/10.1002/jaal.1040
Wetzels, M., Odekerken-Schroder, G., & Van Oppen, C. (2009). Using PLS Path Modeling for Assessing Hierarchical Construct Models: Guidelines and Empirical Illustration. MIS Quarterly, 33, 177-195. https://doi.org/10.2307/20650284
Wu, Y., & Sun, M. (2022). Rational and irrational factors that predict the continued intention to engage in digital reading: a perspective from China. Malaysian Journal of Library and Information Science, 27(2),37–57. https://doi.org/10.22452/mjlis.vol27no2.3
Zhang, W., Chen, X., Zhang, J., & Xu, S. (2024). A Study on Factors Influencing Digital Reading Behavior of Junior High School Students. Libri, 74(3), 255-271. https://doi.org/10.1515/libri-2024-0004
Zhang, W., Wang, Y., & Jin, L. (2025). Digital reading literacy, social reading motivation and social reading behavior of middle school students—an analysis based on the mediating effect model. Front. Hum. Dyn, 7:1623865. https://doi.org/10.3389/fhumd.2025.1623865