Analyzing Linguistic Complexity and Scientific Impact
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Abstract (arXiv)
The number of publications and the number of citations received have become the most common indicators of scholarly success. In this context, scientific writing increasingly plays an important role in scholars' scientific careers. To understand the relationship between scientific writing and scientific impact, this paper selected 12 variables of linguistic complexity as a proxy for depicting scientific writing. We then analyzed these features from 36,400 full-text Biology articles and 1,797 full-text Psychology articles. These features were compared to the scientific impact of articles, grouped into high, medium, and low categories. The results suggested no practical significant relationship between linguistic complexity and citation strata in either discipline. This suggests that textual complexity plays little role in scientific impact in our data sets.
Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). First posted on arXiv 27 Jul 2019.
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Citing papers per year: 2021: 1; 2022: 1; 2023: 0; 2024: 0; 2025: 1; 2026: 3.
6 papers.
- 2021On predicting research grants productivitycited by 1
- 2022Artificial intelligence technologies to support research assessment: A reviewcited by 1
- 2025The Effect of Gender Diversity on Scientific Team Impact: A Team Roles Perspectivecited by 1
- 2026Measuring Research Difficulty of Academic Papers: A Case Study in Natural Language Processingcited by 0
- 2026Measuring the Novelty of Biomedical Papers Using the Latent Distances between Knowledge Unitscited by 0
- 2026Do Reviewers Still Reward Lexical Complexity? A Frozen-Rater Study of Preference Drift in 124K ICLR Reviewscited by 0
- 2026Do Reviewers Still Reward Lexical Complexity? A Frozen-Rater Study of Preference Drift in 124K ICLR Reviews8 Sep 2026
- 2026Measuring the Novelty of Biomedical Papers Using the Latent Distances between Knowledge Units4 Sep 2026
- 2026Measuring Research Difficulty of Academic Papers: A Case Study in Natural Language Processing24 Jun 2026
- 2025The Effect of Gender Diversity on Scientific Team Impact: A Team Roles Perspective29 Dec 2025
- 2022Artificial intelligence technologies to support research assessment: A review11 Dec 2022
- 2021On predicting research grants productivity20 Jun 2021