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Theoria et Historia Scientiarum

“Written by a Man” — a Compliment or an Insult? A Stylometric Analysis of Female Character Complexity in Male- and Female-Authored Fiction.
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  • “Written by a Man” — a Compliment or an Insult? A Stylometric Analysis of Female Character Complexity in Male- and Female-Authored Fiction.
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“Written by a Man” — a Compliment or an Insult?

A Stylometric Analysis of Female Character Complexity in Male- and Female-Authored Fiction.

Authors

  • Antoni Jordan Żyndul Nicolaus Copernicus University in Toruń, Poland https://orcid.org/0009-0007-3310-0832

DOI:

https://doi.org/10.12775/ths.2025.007

Keywords

stylometry, male gaze, character complexity, natural language processing, corpus linguistics

Abstract

This study investigates whether male and female authors differ in the linguistic complexity they attribute to female characters in contemporary fiction. Drawing on a custom corpus compiled of fragments of dialogue spoken by female characters in one hundred fantasy novels published in the 2010s, the analysis applies stylometric methods to measure two forms of linguistic complexity: lexical complexity and syntactic complexity. Statistical modelling reveals no significant difference between male- and female-authored texts in terms of lexical complexity. However, syntactic complexity differs significantly, in favour of male-authored dialogue. These findings partially contradict expectations grounded in feminist theory, suggesting that women would have the tools and experiences to produce more complex female characters. This paper presents the first, to this date, stylometric analysis of gender effects on character complexity.

References

Argamon, S., Koppel, M., Fine, J., & Shimoni, A. R. (2003). Gender, Genre, and Writing Style in Formal Written Texts. Text & Talk 23 (3), 321–346.

de Beauvoir, S. (1952). The Second Sex. New York: Knopff.

Biber, D. (1995). Dimensions of Register Variation. Cambridge: Cambridge University Press.

Buchholz, S., & Marsi, E. (2006). CoNLL-X shared task on multilingual dependency parsing. Proceedings of the 10th conference on computational natural language learning (CoNLL), 149–64.

Chomsky, N. (1956). Three models for the description of language. IRE Transactions on Information Theory, 2(3), 113–124.

Conaway, C. M. (2018). Male Gaze and the Heroines of our Era. scholarworks.calstate.edu/concern/theses/hx11xg91m. DOA February 9, 2024.

Coulthard, M. (2004). Author Identification, Idiolect, and Linguistic Uniqueness. Applied Linguistics 25 (4), 431–447.

Covington, M. A. & McFall, J. D. (2010). Cutting the Gordian Knot: The Moving-Average Type–Token Ratio (MATTR). Journal of Quantitative Linguistics 17 (2), 94–100.

Criado-Perez, C. (2019). Invisible Women: Exposing Data Bias in a World Designed for Men. Chatto & Windus.

Dahllöf, M. (2023). Author gender and text characteristics in contemporary Swedish fiction. Language and Literature: International Journal of Stylistics 33 (1), 69–100.

Daelemans, W. (2013). Explanation in Computational Stylometry. In Gelbukh, A. (ed.) Computational Linguistics and Intelligent Text Processing, 451–462, Berlin-Heidelberg: Springer. https://doi.org/10.1007/978-3-642-37256-8_37

Etxaniz, J., Azkune, G., Soroa, A., Lopez de Lacalle, O., & Artetxe, M. (2024). Do Multilingual Language Models Think Better in English? In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers), 550–564, Mexico: Association for Computational Linguistics.

Gardiner, J. K. (1981). On Female Identity and Writing by Women. Critical Inquiry 8 (2), 347–361.

Gibson, E. (1998). Linguistic complexity: locality of syntactic dependencies. Cognition, 68, 1–76.

Gomez-Adorno, H., Rios, G., Posadas Durán, J., Sidorov, G., & Sierra, G. (2018). Stylometry-based Approach for Detecting Writing Style Changes in Literary Texts. Computación y Sistemas 22 (1), 47–53.

Grate, R. S. (2015). Love at First Sight? Jane Austen and the Transformative Male Gaze. Scripps Senior Theses. 662. scholarship.claremont.edu/scripps_theses/662, DOA February 9, 2024.

Holmes, D. I. (1994). Authorship Distribution. Computers and the Humanities 28 (2), 87–106.

Kuebler, S., McDonald, R., & Nivre, J. (2009). Dependency Parsing. Morgan & Claypool.

Lakoff R. (1973). Language and woman’s place. Language in Society 2(1), 45–79.

Louwerse, M. M. (2004). Semantic Variation in Idiolect and Sociolect: Corpus Linguistic Evidence from Literary Texts. Computers and the Humanities 38, 207–221.

Miestamo, M., Sinnemäki, K., Karlsson, F. (Eds.). (2008). Language Complexity: Typology, Contact, Change. Amsterdam: John Benjamins.

Mills, S. (1995). Feminist Stylistics. New York: Routledge.

Mulvey, L. (1975). Visual Pleasure and Narrative Cinema. Screen 16, 6-18.

Mulvey, L. (1999). Visual Pleasure and Narrative Cinema. In L. Braudy and M. Cohen (Eds.), Film Theory and Criticism: Introductory Readings, 833–844. New York: Oxford UP.

Neal, T., Sundararajan, K., Fatima, A., Yan, Y., Xiang, Y., & Woodward, D. (2017). Surveying Stylometry Techniques and Applications. ACM Computing Surveys 50 (6), 1–36.

Nivre, J. (2007). Incremental non-projective dependency parsing. Proceedings of human language technologies: the annual conference of the North American chapter of the association for computational linguistics (NAACL HLT), 396–403.

Oliver, K. (2017). The male gaze is more relevant, and more dangerous, than ever. New Review of Film and Television Studies, 15(4), 451–455.

Oya, M. (2011). Syntactic Dependency Distance as Sentence Complexity Measure. Proceedings of The 16th Conference of Pan-Pacific Association of Applied Linguistics. Hong Kong.

Tesnière, L. (1959). Éléments de syntax structural. Paris: Klincksieck.

www.urbandictionary.com/define.php?term=written%20by%20a%20man. DOA 20 November, 2025

Wecker, H. (2013). The Golem and the Jinni: A Novel. HarperCollins.

Xiao, R. (2009). Multidimensional Analysis and the Study of World Englishes. World Englishes 28 (4), 421–450.

Xiao, R. (2010). Corpus Creation. In N. Indurkhya and F. J. Damerau (Eds.), Handbook of Natural Language Processing, 147–165. New York: Chapman and Hall/CRC.

Sources

www.goodreads.com/list/show/38633/. DOA 23 June, 2024.

www.reddit.com/r/menwritingwomen/. DOA 23 June, 2024.

Theoria et Historia Scientiarum

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Published

2026-07-06

How to Cite

1.
ŻYNDUL, Antoni Jordan. “Written by a Man” — a Compliment or an Insult? A Stylometric Analysis of Female Character Complexity in Male- and Female-Authored Fiction. Theoria et Historia Scientiarum. Online. 6 July 2026. Vol. 22, no. 1, pp. 121-136. [Accessed 17 September 2026]. DOI 10.12775/ths.2025.007.
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