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Syntactic complexity measures: variation by genre, grade-level, students’ writing abilities, and writing quality

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Abstract

Syntactic complexity has been recognized as an important construct in writing research, and for the past five decades, many syntactic complexity measures (SCMs) have been examined in numerous studies. This systematic review is the first study of its kind to synthesize 36 studies spanning from 1970 to 2019 by identifying and cataloging all SCMs examined during this period. An analysis was performed on how the use of SCMs varied by genre, grade level, students’ writing ability, and writing quality. Five online databases (Academic Search Premier, ERIC, PsycINFO, Psychology and Behavioral Sciences, and PsycARTICLES) were searched. A total of 48 SCMs were grouped into six categories: T-units and sentences, clauses, phrases, words, combined measures, and other measures. Most studies examined three common SCMs: mean T-unit length, mean number of words per clause, and mean number of clauses per T-unit. The argumentative genre had the highest values for T-unit length and mean number of clauses per T-unit, which could indicate greater sentence complexity. Higher-grade-level students generally construct sentences that are syntactically complex, but comparison between studies was difficult because different studies investigated different SCMs. Although students with higher writing abilities generally construct sentences that are syntactically more complex compared to students with lower writing abilities, the findings are not conclusive, as only a few studies examined this relationship. A similarly inconclusive relationship was found between syntactic complexity and writing quality because only a few studies examined this relationship. More research is needed to examine the relationship between SCMs, writing quality, and genre.

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References

  • Bailey, A. L., & Heritage, H. M. (2008). Formative assessment for literacy, Grades K–6: Building reading and academic language skills across the curriculum. Thousand Oaks, CA: Corwin.

    Google Scholar 

  • Balioussis, C., Johnson, J., & Pascual-Leone, J. (2012). Fluency and complexity in children’s writing: The role of mental attention and executive function. Rivista Di Psicolinguistica Applicata (Journal of Applied Psycholinguistics), 12(3), 33–45.

    Google Scholar 

  • Beers, S. F., & Nagy, W. E. (2009). Syntactic complexity as a predictor of adolescent writing quality: Which measures? Which genre? Reading and Writing: An Interdisciplinary Journal, 22, 185–200.

    Article  Google Scholar 

  • Beers, S. F., & Nagy, W. E. (2011). Writing development in four genres from grades three to seven: Syntactic complexity and genre differentiation. Reading and Writing: An Interdisciplinary Journal, 24, 183–202.

    Article  Google Scholar 

  • Belanger, J., & Martin, R. G. (1984). The influence of improved reading skill on writing skill. Alberta Journal of Educational Research, 30, 194–212.

    Google Scholar 

  • Blair, T. K., & Crump, W. (1984). Effects of discourse mode on syntactic complexity of learning disabled students’ written expression. Learning Disability Quarterly, 7(1), 19–29. https://doi.org/10.2307/1510257.

    Article  Google Scholar 

  • Charniak, E., & Johnson, M. (2005). Coarse-to-fine n-best parsing and MaxEnt discriminative reranking. In Proceedings of the 43rd annual meeting of the Association for Computational Linguistics (Vol. 1, pp. 173–180). http://doi.org/10.3115/1219840.1219862.

  • Crossley, S. A., Weston, J., McLain Sullivan, S. T., & McNamara, D. S. (2011). The development of writing proficiency as a function of grade level: A linguistic analysis. Written Communication, 28(3), 282–311.

    Article  Google Scholar 

  • Crowhurst, M. (1980a). Syntactic complexity and teachers’ quality ratings of narrations and arguments. Research in the Teaching of English, 14, 223–231.

    Google Scholar 

  • Crowhurst, M. (1980b). Syntactic complexity in narration and argument at three grade levels. Canadian Journal of Education, 5(1), 6–13.

    Article  Google Scholar 

  • Crowhurst, M., & Piche, G. L. (1979). Audience and mode of discourse effects on syntactic complexity in writing at two grade levels. Research in the Teaching of English, 13, 101–109.

    Google Scholar 

  • Datchuk, S. M., & Kubina, R. M. (2013). A review of teaching sentence level writing skills to students with writing difficulties and learning disabilities. Remedial and Special Education, 34, 180–192.

    Article  Google Scholar 

  • Dilworth, C. B., Reising, R. W., & Wolfe, D. T. (1978). Language structure and thought in written composition: Certain relationships. Research in the Teaching of English., 12, 97–106.

    Google Scholar 

  • Epstein, R. A. (October 16, 2018). Our latest global warming scare. Retrieved from https://www.hoover.org/research/our-latest-global-warming-scare.

  • Evans, R. V. (1979). The relationship between the reading and writing of syntactic structures. Research in The Teaching of English, 13, 129–135.

    Google Scholar 

  • Freedman, S. (1979). How characteristics of student essays influence teachers' evaluations. Journal of Educational Psychology, 71, 328–338.

    Article  Google Scholar 

  • Golub, L. S., & Frederick, W. C. (1971). Linguistic structures in the discourse of fourth and sixth graders. Technical Report No. 166: Prepared by the Research and Development Center for Cognitive Learning. University of Wisconsin.

  • Gottlieb, M., Katz, A., & Ernst-Slavit, G. (2009). From paper to practice: Using the TESOL English language proficiency standards in preK–12 classrooms. Alexandria, VA: Teachers of English to Speakers of Other Languages.

    Google Scholar 

  • Graham, S. (2006). Writing. In P. Alexander & P. Winne (Eds.). Handbook of educational psychology (pp. 457–477). Erlbaum.

  • Graham, S., Harris, K. R., MacArthur, C., & Schwartz, S. (1998). Writing instruction. In B. Wong (Ed.), Learning about learning disabilities (2nd ed., pp. 391–423). Academic Press.

  • Graham, S., & Perin, D. (2007). Writing next: Effective strategies to improve writing of adolescents in middle and high schools – A report to Carnegie Corporation of New York. Alliance for Excellent Education.

  • Grobe, G. (1981). Syntactic maturity, mechanics, and vocabulary as predictors of quality ratings. Research in The Teaching of English, 15(1), 75–85.

    Google Scholar 

  • Hempelmann, C. F., Rus, V., Graesser, A. C., & Mcnamara, D. S. (2006). Evaluating state-of the-art Treebank-style parsers for Coh-Metrix and other learning technology environments. Natural Language Engineering, 12(02), 131–144.

    Article  Google Scholar 

  • Houck, C., & Billingsley, B. (1989). Written expression of students with and without learning disabilities: Differences across the grades. Journal of Learning Disabilities, 22, 561–565.

    Article  Google Scholar 

  • Hunt, K. W. (1965). Grammatical structures written and three grade levels (Research Report No. 3) https://eric.ed.gov/?id=ED113735.

  • Hunt, K. W. (1970). Syntactic maturity in school children and adults. Monographs of the Society for Research in Child Development, 35(1), 1–61.

    Article  Google Scholar 

  • Kagan, D. M. (1980). Syntactic complexity and cognitive style. Applied Psycholinguistics, 1(1), 111–122. https://doi.org/10.1017/S014271640000076X.

    Article  Google Scholar 

  • Kellogg, R. T., Whiteford, A. P., & Quinlan, T. (2010). Does automated feedback help students to write? Journal of Education Computing Research, 42, 173–196.

    Article  Google Scholar 

  • Klein, D., & Manning, C. D. (2003). Accurate unlexicalized parsing. In Proceedings of the 41st annual meeting on Association for Computational Linguistics (Vol. 1, pp. 423–430). http://doi.org/10.3115/1075096.1075150.

  • Lane, S. E., & Lewandowski, L. J. (1994). Oral and written compositions of students with and without learning disabilities. Journal of Psychoeducational Assessment, 12, 142–153. https://doi.org/10.1177/073428299401200204.

    Article  Google Scholar 

  • Levy, R., & Andrew, G. (2006). Tregex and Tsurgeon: Tools for querying and manipulating tree data structures. Citeseer.

  • Lu, X. (2010). Automatic analysis of syntactic complexity in second language writing. International Journal of Corpus Linguistics, 15(4), 474–496.

    Article  Google Scholar 

  • Lu, X. (2011). A Corpus-based evaluation of syntactic complexity measures as indices of college-level ESL writers' language development. TESOL Quarterly, 45(1), 36–62.

    Article  Google Scholar 

  • McNamara, D. S., Crossley, S. A., & McCarthy, P. M. (2010). Linguistic features of writing quality. Written Communication, 27(1), 57–86.

    Article  Google Scholar 

  • Moran, M. R. (1981). Performance of learning disabled and low achieving secondary students on formal features of a paragraph-writing task. Learning Disability Quarterly, 4, 271–280.

    Article  Google Scholar 

  • Morris, N. T., & Crump, W. (1982). Syntactic and vocabulary development in the written language of learning disabled and non-learning disabled students at four age levels. Learning Disability Quarterly, 5, 163–172. https://doi.org/10.2307/1510577.

    Article  Google Scholar 

  • Nagy, W., & Townsend, D. (2012). Words as tools: Learning academic vocabulary as language acquisition. Reading Research Quarterly, 47, 91–108.

    Article  Google Scholar 

  • National Governors Association Center for Best Practices & Council of Chief State School Officers. (2010). Common Core State Standards mathematics. Washington, DC: Authors. Retrieved from http://www.corestandards.org/articles/8-national-governors-association-and-state-education-chiefs-launch-common-state-academic-standards.

  • National Center for Education Statistics. (2012). The Nation’s Report Card: Writing 2011 (NCES 2012 – 470). Institute of Education Science, U.S. Department of Education, Washington D.C. Retrieved from https://nces.ed.gov/nationsreportcard/pubs/main2011/2012470.aspx

  • Prater, D. L., & Mayo, N. B. (1984). Cognitive developmental level and syntactic maturity. Journal of Research and Development in Education, 17, 1–7.

    Google Scholar 

  • Price, G. B., & Graves, R. L. (1980). Sex differences in syntax and usage in oral and written language. Research in The Teaching of English, 14, 147–153.

    Google Scholar 

  • Ravid, D., & Berman, R. A. (2010). Developing noun phrase complexity at school age: A text- embedded cross-linguistic analysis. First Language, 30(1), 3–26. https://doi.org/10.1177/0142723709350531.

    Article  Google Scholar 

  • Rousseau, M. K., Bottge, B. A., & Dy, E. B. (1993). Syntactic complexity in the writing of students with and without mental retardation. American Journal on Mental Retardation, 98(1), 113–120.

    Google Scholar 

  • Rubin, D. L., & Piche, G. L. (1979). Development in syntactic and strategic aspects of audience adaptation skills in written persuasive communication. Research in the Teaching of English, 13, 293–316.

    Google Scholar 

  • Saddler, B., & Graham, S. (2005). The effects of peer-assisted sentence-combining instruction on the writing performance of more and less skilled young writers. Journal of Educational Psychology, 97, 43–54.

    Article  Google Scholar 

  • Scardamalia, M., & Bereiter, C. (1996). Adaptation and understanding: A case for new cultures of schooling. In S. Vosniadou, E. De Corte, R. Glaser, & H. Mandl (Eds.), International perspectives on the design of technology-supported learning environments (pp. 149–163). Lawrence Erlbaum Associates, Inc.

  • Scott, C. M., & Balthazar, C. (2013). The role of complex sentence knowledge in children with reading and writing difficulties. Perspectives on Language and Literacy, 39(3), 18–30.

    Google Scholar 

  • Shermis, M.D., Wilson Garvan, C., & Diao, Y. (2008). The impact of automated essay scoring on writing outcomes. Paper presented at the annual meeting of the National Council on Measurement in Education, New York, NY.

  • Smith, W. L. (1974). Syntactic recording of passages written at three levels of complexity. Journal of Experimental Education, 43, 66–72.

    Article  Google Scholar 

  • Stewart, M. F. (1978). Syntactic maturity from high school to university: A first look. Research in the Teaching of English., 12(1), 37–46.

    Google Scholar 

  • Stewart, M. F., & Grobe, C. H. (1979). Syntactic maturity, mechanics of writing, and teachers’ quality ratings. Research in The Teaching of English, 13, 207–215.

    Google Scholar 

  • Wagner, R. K., Puranik, C. S., Foorman, B., Foster, E., Tschinkel, E., & Kantor, P. T. (2011). Modeling the development of written language. Reading and Writing: An Interdisciplinary Journal, 24, 203–220.

    Article  Google Scholar 

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This research was not supported by any grants or other financial support.

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Correspondence to Thilagha Jagaiah.

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Appendices

Appendix 1

See Tables 5, 6, 7, 8, 9 and 10.

Table 5 SCMs related to T-units/sentences
Table 6 SCMs related to clauses
Table 7 SCMs related to phrases
Table 8 SCMs related to words
Table 9 Combined SCMs
Table 10 Other SCMs

Appendix 2

See Tables 11, 12, 13 and 14.

Table 11 Studies Examining SCMs by Genre
Table 12 Studies examining SCMs by grade level
Table 13 Studies examining SCMs by students’ writing abilities
Table 14 Studies examining SCMs by writing quality

Appendix 3

See Tables 15.

Table 15 Syntactic complexity measures, definitions, examples, and calculations

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Jagaiah, T., Olinghouse, N.G. & Kearns, D.M. Syntactic complexity measures: variation by genre, grade-level, students’ writing abilities, and writing quality. Read Writ 33, 2577–2638 (2020). https://doi.org/10.1007/s11145-020-10057-x

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