Abstract
Comparing comprehension outcomes in print and digital reading is an active area of research but little is known about the reading processes that these media entail. This study involved an eye-tracking experiment with 50 undergraduate students to investigate the differences in reading processes in print and digital media. The participants were randomly assigned to read the same six-page popular science article that included several diagrams either in print or on a tablet computer and then answer reading comprehension questions. The results showed that comprehension was better when reading in print. Eye-movement data indicated that the print and digital groups spent about the same amount of time processing the article, texts, diagrams, and diagram statements, but the time was not divided evenly between the first pass and the rereading stages. The digital group spent more time reading the article at the first-pass reading stage and seldom reread it. In contrast, the print group first skimmed the article and then reread the important parts, exhibiting both longer total fixation durations in the rereading stage and a higher number of rereading instances across pages. In sum, the findings indicate that reading in print versus digital media employs different cognitive strategies with those reading in print showing more selective and intentional reading behavior.



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Ackerman, R., & Goldsmith, M. (2011). Metacognitive regulation of text learning: On screen versus on paper. Journal of Experimental Psychology: Applied, 17(1), 18–32. https://doi.org/10.1037/a0022086
Ackerman, R., & Lauterman, T. (2012). Taking reading comprehension exams on screen or on paper? A metacognitive analysis of learning texts under time pressure. Computers in Human Behavior, 28(5), 1816–1828. https://doi.org/10.1016/j.chb.2012.04.023
Baron, N. S. (2020). Digital reading: A research assessment. In E. B. Moje, P. P. Afflebrach, P. Enciso, & N. K. Lesaux (Eds.), Handbook of reading research (Vol. V, pp. 116–136). Routledge Press.
Benedetto, S., Drai-Zerbib, V., Pedrotti, M., Tissier, G., & Baccino, T. (2013). E-Readers and Visual Fatigue. PLoS ONE, 8(12), e83676. https://doi.org/10.1371/journal.pone.0083676
Best, R. M., Floyd, R. G., & Mcnamara, D. S. (2008). Differential competencies contributing to children’s comprehension of narrative and expository texts. Reading Psychology, 29(2), 137–164. https://doi.org/10.1080/02702710801963951
Carney, R. N., & Levin, J. R. (2002). Pictorial illustrations still improve students’ learning from text. Educational Psychology Review, 14(1), 5–26. https://doi.org/10.1023/A:1013176309260
Chen, M. L., & Chen, C. H. (2020). Do readers adjust their lower- and higher-level language skills according to text structures? Evidence from eye movements in Chinese text reading. Journal of Research in Reading, 43(2), 180–200. https://doi.org/10.1111/1467-9817.12297
Clinton, V. (2019). Reading from paper compared to screens: A systematic review and meta-analysis. Journal of Research in Reading, 42(2), 288–325. https://doi.org/10.1111/1467-9817.12269
Cooper, L. L., & Shore, F. S. (2008). Students’ misconceptions in interpreting center and variability of data represented via histograms and stem-and-leaf plots. Journal of Statistics Education. https://doi.org/10.1080/10691898.2008.11889559
Daniel, D., & Woody, W. (2013). E-textbooks at what cost? Performance and use of electronic v. print texts. Computers & Education, 62, 18–23. https://doi.org/10.1016/j.compedu.2012.10.016
Davis, D. S., & Neitzel, C. (2012). Collaborative sense-making in print and digital text environments. Reading and Writing, 25, 831–856. https://doi.org/10.1007/s11145-011-9302-2
De Waal, E., & Schoenbach, K. (2010). New sites’ position in the mediascape: Uses, evaluations, and media displacement effects over time. New Media & Society, 12(3), 477–496. https://doi.org/10.1177/1461444809341859
Dillon, A., McKnight, C., & Richardson, J. (1988). Reading from paper versus reading from screens. The Computer Journal, 31, 457–464. https://doi.org/10.1093/comjnl/31.5.457
Dundar, H., & Akcayir, M. (2012). Tablet vs paper: The effect on learners’ reading performance. International Electronic Journal of Elementary Education, 4(3), 441–450.
Dyson, M., & Haselgrove, M. (2000). The effects of reading speed and reading patterns on the understanding of text read from screen. Journal of Research in Reading, 23(2), 210–223. https://doi.org/10.1111/1467-9817.00115
Eden, S., & Eshet-Alkalai, Y. (2013). The effect of format on performance: Editing text in print versus digital formats. British Journal of Educational Technology, 44(5), 846–856. https://doi.org/10.1111/j.1467-8535.2012.01332.x
Eitel, A., Scheiter, K., Schüler, A., Nyström, M., & Holmqvist, K. (2013). How a picture facilitates the process of learning from text: Evidence for scaffolding. Learning and Instruction, 28, 48–63. https://doi.org/10.1016/j.learninstruc.2013.05.002.
Eshet-Alkalai, Y., & Chajut, E. (2009). Changes over time in digital literacy. CyberPsychology & Behavior, 12(6), 713–715. https://doi.org/10.1089/cpb.2008.0264
Foasberg, N. M. (2014). Student reading practices in print and electronic media. College & Research Libraries, 75(5), 705–723. https://doi.org/10.5860/crl.75.5.705
Gao, Y., & Isaia, M. (2017). Reading and the good life: An analysis of print and digital readers in suburban libraries (pp. 1–18). Lincoln.
Glazer, N. (2011). Challenges with graph interpretation: A review of the literature. Studies in Science Education, 47(2), 183–210. https://doi.org/10.1080/03057267.2011.605307
Hegarty, M., & Just, M. A. (1993). Constructing mental models of machines from text and diagrams. Journal of Memory and Language, 32, 717–742. https://doi.org/10.1006/jmla.1993.1036
Henderson, J. M., Weeks, P. A., & Hollingworth, A. (1999). The effects of semantic consistency on eye movements during complex scene viewing. Journal of Experimental Psychology: Human Perception and Performance, 25, 210–228. https://doi.org/10.1037/0096-1523.25.1.210
Hou, J., Rashid, J., & Lee, K. M. (2017). Cognitive map or medium materiality? Reading on paper and screen. Computers in Human Behavior, 67, 84–94. https://doi.org/10.1016/j.chb.2016.10.014
Hyönä, J., Lorch, R. F., & Rinck, M. (2003) Eye movement measures to study global text processing. In J. Hyo¨na¨, R. Radach, & G. Deubel (Eds.), The mind’s eye: Cognitive and applied aspects of eye movement research (pp. 313–334). Amsterdam: Elsevier Science
Jabr, F. (2013). Why the brain prefers paper? Scientific American, 309(5), 48–53.
Jian, Y. C. (2017). Eye-movement patterns and reader characteristics of students with good and poor performance when reading scientific text with diagrams. Reading and Writing, 30(7), 1447–1472. https://doi.org/10.1007/s11145-017-9732-6
Jian, Y. C. (2018). Reading instructions influence cognitive processes of illustrated text reading not subject perception: An eye-tracking study. Frontiers in Psychology, 9, 2263. https://doi.org/10.3389/fpsyg.2018.02263
Jian, Y. C. (2019). Reading instructions facilitate signalling effect on science text for young readers: An eye-movement study. International Journal of Science and Mathematics Education, 17, 503–522. https://doi.org/10.1007/s10763-018-9878-y
Jian, Y. C. (2021). Influence of science text reading difficulty and hands-on manipulation on science learning: An eye-tracking study. Journal of Research in Science Teaching (in Press). https://doi.org/10.1002/tea.21731
Jian, Y. C., & Ko, H. W. (2014). Investigating the effects of background knowledge on Chinese word processing during text reading: Evidence from eye movements. Journal of Research in Reading, 37(1), 71–86. https://doi.org/10.1111/j.1467-9817.2012.01534.x
Jian, Y. C., Su, J. H., & Hsiao, Y. R. (2019). Differentiated processing strategies for science reading among sixth-grade students: Exploration of eye movements using cluster analysis. Computers and Education. https://doi.org/10.1016/j.compedu.2019.103652
Jian, Y. C., & Wu, C. J. (2021). Conveying spatial and kinematic representations in text reading via words and pictures: An eye-movement analysis. Chinese Journal of Psychology (in press)
Just, M. A., & Carpenter, P. A. (1980). A theory of reading: From eye fixations to comprehension. Psychological Review, 87(4), 329–354. https://doi.org/10.1037/0033-295X.87.4.329
Kaakinen, J. K., Hyönä, J., & Keenan, J. M. (2003). How prior knowledge, WMC, and relevance of information affect eye fixation in expository text. Journal of Experimental Psychology Learning, Memory, and Cognition, 3, 447–457. https://doi.org/10.1037/0278-7393.29.3.447
Kazanci, Z. (2015). University students’ preferences of reading from a printed paper or a digital screen—A longitudinal study. International Journal of Culture and History, 1(1), 50–53. https://doi.org/10.18178/ijch.2015.1.1.009
Kerr, M. A., & Symons, S. E. (2006). Computerized presentation of text: Effects on children’s reading of informational material. Reading and Writing, 19(1), 1–19. https://doi.org/10.1007/s11145-003-8128-y
Kim, Y.-S.G., Vorstius, C., & Radach, R. (2018). Does online comprehension monitoring make a unique contribution to reading comprehension in beginning readers? Evidence from eye movements. Scientific Studies of Reading, 22(5), 367–383. https://doi.org/10.1080/10888438.2018.1457680
Kraal, A., Koornneef, A. W., Saab, N., & van den Broek, P. W. (2017). Processing of expository and narrative texts by low- and high-comprehending children. Reading and Writing, 31(9), 2017–2040. https://doi.org/10.1007/s11145-017-9789-2
Lenhard, W., Schroeders, U., & Lenhard, A. (2017). Equivalence of screen versus print reading comprehension depends on task complexity and proficiency. Discourse Processes, 54(5–6), 427–445. https://doi.org/10.1080/0163853X.2017.1319653
Liao, C.-N., Chang, K.-E., Huang, Y.-C., & Sung, Y.-T. (2020). Electronic storybook design, kindergartners’ visual attention, and print awareness: An eye-tracking investigation. Computers & Education, 144, 103703. https://doi.org/10.1016/j.compedu.2019.103703
Liu, Z. (2005). Reading behavior in the digital environment. Journal of Documentation, 61, 700–712. https://doi.org/10.1108/00220410510632040
Liu. C. C. (2009).Slow earthquakes triggered by typhoons (in Chinese). Scientific American, 92, October
Mangen, A., & Kuiken, D. (2014). Lost in an iPad: Narrative engagement on paper and tablet. Scientific Study of Literature, 4(2), 150–177. https://doi.org/10.1075/ssol.4.2.02man
Mangen, A., Walgermo, B. R., & Brønnick, K. (2013). Reading linear texts on paper versus computer screen: Effects on reading comprehension. International Journal of Educational Research, 58, 61–68. https://doi.org/10.1016/j.ijer.2012.12.002
Margolin, S. J., Driscoll, C., Toland, M. J., & Kegler, J. L. (2013). E-readers, computer screens, or paper: Does reading comprehension change across media platforms? Applied Cognitive Psychology, 27(4), 512–519. https://doi.org/10.1002/acp.2930
Mason, L., Tornatora, M. C., & Pluchino, P. (2013). Do fourth graders integrate text and picture in processing and learning from an illustrated science text? Evidence from eye-movement patterns. Computers & Education, 60(1), 95–109. https://doi.org/10.1016/j.compedu.2012.07.011
Miller, B. W. (2015). Using reading times and eye-movements to measure cognitive engagement. Educational Psychologist, 50(1), 31–42. https://doi.org/10.1080/00461520.2015.1004068
Reichle, E. D., Rayner, K., & Pollatsek, A. (1999). Eye movement control in reading: Accounting for initial fixation locations and refixations within the E-Z Reader model. Vision Research, 39, 4403–4411. https://doi.org/10.1016/B978-012369374-7/50017-1
Schnotz, W., & Bannert, M. (2003). Construction and interference in learning from multiple representations. Learning and Instruction, 13, 141–156. https://doi.org/10.1016/S0959-4752(02)00017-8.
Schnotz, W., & Wagner, I. (2018). Construction and elaboration of mental models through strategic conjoint processing of text and pictures. Journal of Educational Psychology, 110(6), 850–863. https://doi.org/10.1037/edu0000246.
Schnotz, W., Ludewig, U., Ullrich, M., Horz, H., McElvany, N., & Baumert, J. (2014). Strategy shifts during learning from texts and pictures. Journal of Educational Psychology, 106(4), 974–989. https://doi.org/10.1037/a0037054.
Siegenthaler, E., Wurtz, P., Bergamin, P., & Groner, R. (2011). Comparing reading processes on e-ink displays and print. Displays, 32(5), 268–273. https://doi.org/10.1016/j.displa.2011.05.005.
Singer, L. M., & Alexander, P. A. (2017). Reading on paper and digitally: What the past decades of empirical research reveal. Review of Educational Research, 87(6), 1007–1041. https://doi.org/10.3102/0034654317722961
Singer Trakhman, L. M., Alexander, P. A., & Berkowitz, L. E. (2019). Effects of processing time on comprehension and calibration in print and digital mediums. Journal of Experimental Education, 87(1), 101–115. https://doi.org/10.1080/00220973.2017.1411877
Song, H. S., Kalet, A. L., & Plass, J. L. (2016). Interplay of prior knowledge, self-regulation and motivation in complex multimedia learning environments. Journal of Computer Assisted Learning, 32(1), 31–50. https://doi.org/10.1111/jcal.12117
Stoop, J., Kreutzer, P., & Kircz, J. (2013). Reading and learning from screens versus print: A study in changing habits: Part 1-reading long information rich texts. New Library World, 114, 284–300. https://doi.org/10.1108/NLW-04-2013-0034
Tsai, M. J., Wu, A. H., & Chen, Y. (2019). Static and dynamic seductive illustration effects on text-and-graphic learning processes, perceptions, and outcomes: Evidence from eye tracking. Applied Cognitive Psychology. https://doi.org/10.1016/10.1002/acp.3514
Wade, S., & Kidd, C. (2019). The role of prior knowledge and curiosity in learning. Psychonomic Bulletin & Review. https://doi.org/10.3758/s13423-019-01598-6
Wickelgren, W. A. (1977). Speed-accuracy tradeoff and information processing dynamics. Acta Psychological, 41(1), 67–85. https://doi.org/10.1016/0001-6918(77)90012-9
Wu, C. J., & Liu, C. Y. (2021). Eye-movement study of high- and low-prior-knowledge students’ scientific argumentations with multiple representations. Physical Review Physics Education Research, 17(1), 010125. https://doi.org/10.1103/PhysRevPhysEducRes.17.010125
Wu, C.-J., Liu, C.-Y., Yang, C.-H., & Wu, C.-Y. (2021). Children’s reading performances in illustrated science texts: Comprehension, eye movements, and interpretation of arrow symbols. International Journal of Science Education, 43(1), 105–127. https://doi.org/10.1080/09500693.2020.1858515
Zambarbieri, D., & Carniglia, E. (2012). Eye movement analysis of reading from computer displays, eReaders and printed books. Ophthalmic and Physiological Optics, 32(5), 390–396. https://doi.org/10.1111/j.1475-1313.2012.00930.x
Zimmerman, B. J. (1986). Becoming a self-regulated learner: Which are the key subprocesses? Contemporary Educational Psychology, 11, 307–313. https://doi.org/10.1016/0361-476X(86)90027-5
Acknowledgements
This research was financially supported from the grant MOST 110-2636-H-003-003- under Young Scholar Fellowship Program by the Ministry of Science and Technology in Taiwan, and the “Institute for Research Excellence in Learning Sciences” and “Higher Education Deep Cultivation Project” of National Taiwan Normal University (NTNU), sponsored by the Ministry of Education, Taiwan. I also thank Miss Yi-Jye Wu for collecting the data in this study.
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Jian, YC. Reading in print versus digital media uses different cognitive strategies: evidence from eye movements during science-text reading. Read Writ 35, 1549–1568 (2022). https://doi.org/10.1007/s11145-021-10246-2
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DOI: https://doi.org/10.1007/s11145-021-10246-2