Frontiers in Educational Research, 2023, 6(1); doi: 10.25236/FER.2023.060113.
Shaanxi Normal University, Xi’an, China
We present a lexical analysis of ESL writing samples from a cognitive perspective. The small writing database adopted in the research collects 528 writing samples of 88 students for one semester. Then, the lexical features of ESL writing are analyzed for word co-occurrence, extraction, repetition, and connector. Based on the lexical analysis result, we discuss the lexical features from cognitive understanding, probing into ESL learners’ organization in writing, vocabulary acquisition, general thinking pattern, and logical thinking. The college students with a vocabulary of over 3,000 are capable of transferring their points into English writing. At the same time, their vocabulary acquisition pattern negatively influences their word extraction, and their lexical feature mirrors deficiency in logical thinking. We provide a short reflection on the limitations of the research.
lexical analysis, cognitive model, word co-occurrence, word extraction, connector
Qin Wang. Computer-assisted Lexical Analysis of ESL Writing Based on Cognitive Model. Frontiers in Educational Research (2023) Vol. 6, Issue 1: 78-86. https://doi.org/10.25236/FER.2023.060113.
 Han Han, Hong Wang, “The influence of of Ch-En thinking and speaking on college English writing”, Journal of Northwest University(Social Science Edition), Vol 25, pp 111-116, August, 1995.
 Qiufang Wen, Runqing Liu, “An exploratory on features in English majors’ abstract thinking in English argumentative compositions”, Journal of Foreign Languages, vol 162, pp 49-58, April, 2006.
 Zhixue Li, Shaoshan Li, “Reflection on domestic research on English writing”, Foreign Language World , vol 98, pp 55-60, 2003.
 Richards, J. C., & Rodgers, T. S. Approaches and methods in language teaching: a description and analysis. Cambridge: Cambridge University Press, 1986.
 Nunan, D. Second language teaching and learning. Boston, Mass: Heinle & Heinle Publishers, 1999.
 Tribble, C. Writing. Oxford: Oxford University Press, 1996.
 Jinying Chen, “Analysis of English writing teaching”, Foreign Language Teaching and Research, vol 98, pp 12-18, April, 1994.
 Jin Wu & Zaixin Zhang, “Research on English writing teaching”, Foreign Language Teaching and Research, vol 32, pp 213-218, May, 2000.
 Hyland, K. Teaching and researchign writing. London: Longman. 2002.
 Hairston, Maxine. “The winds of change: Thomas Kuhn and the revolution in the teaching of writing”, College Composition and Communication, vol 33, pp 76-88, 1982.
 Grabe, W. and Kaplan, R.B. Theory and Practice of Writing: An Applied Linguistic Perspective. Longman, New York.1996.
 Hayes, J. R., & Flower, L. Identifying the Organization of Writing Processes. In L. W. Gregg, & E. R. Steinberg (Eds.), “Cognitive Processes in Writing: An Interdisciplinary Approach”, pp. 3-30, Hillsdale, NJ: Lawrence Erlbaum.1980.
 Bereiter, C., & Scardamalia, M. The Psychology of Written Composition. Hillsdale, NJ: Lawrence Erlbaum Associates.1987.
 Kobayashi Hiroe, & Rennert Carol, “Factors affecting composition evaluation in an EFL context: Cultural rhetorical pattern and readers' background”, Language Learning. Vol 46, pp 397-437, 1996.
 Wenjun Lu, “Englsih writing research in China(2000-2019): a scientometric analysis with Citespace”, Journal of Southwest Jiaotong University,(Social Sciences), vol 22, pp 65-73, 2021.
 Lay N, “Composing processes of adult ESL learners :a case study”, TESOL Quarterly, vol 16, pp 406-407, 1982.
 Friedlander A, “Composing in English effects of a first langauge on writing in English as a second language, Kroll B., Second Language Writing Research Insights for the Classroom. Cambridge: CUP, 1991, pp109-125.
 Guo Chunjie, Liu Fang, “A dynamic research into L1 influence on L2 writing”, Modern Foreign Languages,vol 78, pp 30-38, 1997.
 Guo Chunjie, Wen Qiufang, “The relationship between thinking in L1 and L2 writing ability:a study of the process of English picture composition by senior middle school students”. Modern Foreign Languages, vol 82, pp 44-56, 1998.
 Guohua Tu, Yuanling Wang, “On thinking modes and English academic writing”, Journal of Central South University(Social Science), vol 19, pp 238-243, 2013.
 Jianqing Wang, Qiufang Wen, “Introduction of Critical Thinking Instruments from Abroad and Some Inspiration”, Journal of Jiangsu Teachers University of Technology, vol 17, pp 38-42, July, 2011.
 Wenyu Wang, Qiufang Wen, “An investigation into L1 use in the L2 writing process of tertiary-level English learners in China”, Journal of PLA University of Foreign Languages, vol 25, pp 64-67, July, 2002.
 Wenyu Wang, Qiufang Wen, “Correlation between L1 thinking and rating of L2 writing”, Foreign Languages and Their Teaching, vol 163. pp 17-20, October, 2002.
 Songtao Li, “The influence of Chinese and Western thinking mode on textual organization of college English writing”, Foreign Language Education, vol 26, pp 52-56, March, 2005.
 Hongwei Liu, “Out factors and influence on English writing process and quality”, Journal of Tianjin Foreign Studies Univeristy,vol 12, pp 75-78. 2005.
 Qingbin Chen, “Reconstruction of the teaching model of college English writing in the big data era”, Foreign Language Research, vol 190, pp 129-132, 2016.