Abstract
Computer-based spell checkers help to correct misspells instantly. Almost all the word processing devices are now equipped with a spell-check function that either automatically corrects errors or provides a list of intended words. However, it is not clear on how the reliance on this convenient technological solution affects spelling learning. According to cognitive load theory convenience might be harmful for learning because it reduces the amount of effort invested in the learning task. In this study, effects of spelling aids on detecting and correcting misspelled words were examined by comparing English as a second language students’ performances on detecting and correcting the misspelled word across four conditions: control, red underline, spell-check (drop-down list), and dictionary. Learning transferability and durability were also examined. Results indicated that all spelling aids induced error-detection learning even when the errors were presented in a different context (transferability) or in a delayed posttest (durability). For error-correction learning, results showed that both the spell-checker (drop-down list) and the dictionary helped the students to learn the spelling incidentally. On the delayed posttest, error-correction performance in these two aided conditions was significantly higher than the performance in the control group. In conclusion, effort spent on searching for the correct words relates to better incidental spelling learning. Convenience and effort should be considered as factors influencing incidental spelling learning in the design of computer-based spell checkers.
Similar content being viewed by others
Change history
27 April 2017
An erratum to this article has been published.
Notes
In this study, only the extraneous and germane cognitive load were measured. Intrinsic cognitive load, which refers to the basic memory requirements for holding the basic information (task demand, procedure, apparatus usages, material, etc.), is assumed to be constant across conditions and thus, it was not measured in this study.
Although the red-underline condition does not provide an error-correction function, it is still considered as a spelling-aided tool because of its signaling function. The signaling reduces users’ effort in searching for the misspelled words and presumably allows the users to search for the correct spelling in their memory.
References
Ayres, P. (2006). Impact of reducing intrinsic cognitive load on learning in a mathematical domain. Applied Cognitive Psychology, 20, 287–298.
Bonin, P., Méot, A., Millotte, S., & Barry, C. (2013). Individual differences in adult handwritten spelling-to-dictation. Frontiers in Psychology, 4, 1–11.
Burt, J. S. (2006). Spelling in adults: The combined influences of language skills and reading experience. Journal of Psycholinguist Research, 35, 447–470.
de Koning, B. B., Tabbers, H. K., Rikers, R. M. J. P., & Paas, F. (2009). Towards a framework for attention cueing in instructional animations: Guidelines for research and design. Educational Psychology Review, 21, 113–140.
DeLeeuw, K. E., & Mayer, R. E. (2008). A comparison of three measures of cognitive load: Evidence for separable measures of intrinsic, extraneous, and germane load. Journal of Educational Psychology, 100, 223–234.
Fischer, F. W., Shankweiler, D., & Liberman, I. Y. (1985). Spelling proficiency and sensitivity to word structure. Journal of Memory and Language, 24, 423–441.
Grejda, G. F., & Hannafin, M. J. (1992). Effects of word processing on sixth grader’s holistic writing and revision. Journal of Educational Research, 85, 144–149.
Gupta, R. (1998). Can spelling checkers help the novice writer? British Journal of Educational Technology, 29, 255–266.
Heift, T., & Rimrott, A. (2008). Learner responses to corrective feedback for spelling errors in CALL. System, 36, 196–213.
Hulstijn, J. H., Hollander, M., & Greidanus, T. (1996). Incidental vocabulary learning by advanced foreign language students: The influence of marginal glosses, dictionary use, and reoccurrence of unknown words. The Modern Language Journal, 80, 327–339.
Jastak, S., & Wilkinson, G. S. (1984). Wide range achievement test (revised). Wilmington, DE: Jastak Associates Inc.
Kalyuga, S. (2009). Managing cognitive load in adaptive multimedia learning. Hershey, NY: Information Science Reference.
Kalyuga, S., Chandler, P., & Sweller, J. (1999). Managing split-attention and redundancy in multimedia instruction. Applied Cognitive Psychology, 13, 351–371.
Lee, I. (1997). ESL learners’ performance in error correction in writing: Some implications for teaching. System, 25, 467–477.
Leppink, J., Paas, F., Van der Vleuten, C. P. M., Van Gog, T., & Van Merrienboer, J. J. G. (2013). Development of an instrument for measuring different types of cognitive load. Behavior Research Methods, 45(4), 1058–1072.
Leppink, J., Paas, F., Van Gog, T., Van der Vleuten, C. P. M., & Van Merrienboer, J. J. G. (2014). Effects of pairs of problems and examples on task performance and different types of cognitive load. Learning and Instruction, 30, 32–42.
MacArthur, C. A. (1996). Using technology to enhance the writing performance of students with learning disabilities. Journal of Learning Disabilities, 29, 344–354.
MacArthur, C. A., Graham, S., & Haynes, J. B. (1996). Spelling checkers and students with learning disabilities: Performance comparisons and impact on spelling. The Journal of Special Education, 30, 35–57.
Mayer, R. E., & Moreno, R. (2003). Nine ways to reduce cognitive load in multimedia learning. Educational Psychologist, 38, 43–52.
Moreno, R. (2010). Cognitive load theory: More food for thought. Instructional Science, 38, 135–141.
Ozcelik, E., Arslan-Ari, I., & Cagiltay, K. (2010). Why does signaling enhance multimedia learning? Evidence from eye movements. Computers in Human Behaviors, 26, 110–117.
Paas, F. (1992). Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach. Journal of Educational Psychology, 84, 429-434.
Paas, F., Renkl, A., & Sweller, J. (2003a). Cognitive load theory and instructional design: Recent developments. Educational psychologist, 38(1), 1–4.
Paas, F., Renkl, A., & Sweller, J. (2004). Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture. Instructional Science, 32, 1–8.
Paas, F., Tuovinen, J. E., Tabbers, H., & van Gerven, P. W. M. (2003b). Cognitive load measurement as a means to advance cognitive load theory. Educational Psychologist, 38, 63–71.
Paas, F., & van Merriënboer, J. J. G. (1994). Variability of worked examples and transfer of geometrical problem solving skills: A cognitive-load approach. Journal of Educational Psychology, 86, 122–133.
Paas, F., van Merriënboer, J. J. G., & Adam, J. J. (1994). Measurement of cognitive-load in instructional research. Perceptual and Motor Skills, 79, 419–430.
Pedler, J. (2001). Computer spellcheckers and dyslexics—A performance study. The British Journal of Educational Technology, 32, 23–38.
Plumb, C., Butterfield, E. C., Hacker, D. J., & Dunlosky, J. (1994). Error correction in text: Testing the processing-deficit and knowledge-deficit hypotheses. Reading and Writing, 6(4), 347–360.
Saigh, K., & Schmitt, N. (2012). Difficulties with vocabulary word from: The case of Arabic ESL learners. System, 40, 24–36.
Shafto, M. A. (2015). Proofreading in young and older adults: The effect of error category and comprehension difficulty. Internal Journal of Environmental Research and Public Health, 12, 14445–14460.
Sweller, J. (2003). Evolution of human cognitive architecture. In B. Ross (Ed.), The psychology of learning and motivation (Vol. 43, pp. 215–266). San Diego, CA: Academic Press.
Sweller, J. (2005). Implications of cognitive load theory for multimedia learning. In R. Mayer (Ed.), Cambridge handbook of multimedia learning (pp. 19–30). New York, NY: Cambridge University Press.
Sweller, J., van Merriërboer, J., & Paas, F. (1998). Cognitive architecture and instructional design. Education Psychology Review, 10, 251–296.
Van Gog, T., & Paas, F. (2008). Instructional efficiency: Revisiting the original construct in educational research. Educational Psychologist, 43(1), 16–26.
Van Merriënboer, J., & Sweller, J. (2005). Cognitive load theory and complex learning: Recent developments and future directions. Educational Psychology Review, 17, 147–177.
Zamel, V. (1983). The composing processes of advanced ESL students: Six case studies. TESOL Quarterly, 17(2), 165–187.
Author information
Authors and Affiliations
Corresponding author
Additional information
An erratum to this article is available at https://doi.org/10.1007/s11145-017-9739-z.
Rights and permissions
About this article
Cite this article
Lin, PH., Liu, TC. & Paas, F. Effects of spell checkers on English as a second language students’ incidental spelling learning: a cognitive load perspective. Read Writ 30, 1501–1525 (2017). https://doi.org/10.1007/s11145-017-9734-4
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11145-017-9734-4