What the study found
The study found that student narratives showed intermediate performance at both universities, with different linguistic patterns linked to writing assessment scores in each setting. The findings suggest that institutional context was associated with how narrative writing was patterned and evaluated.
Why the authors say this matters
The authors conclude that quantitative linguistic indicators can complement normative assessment, meaning scoring based on established standards. They also say the findings underscore the role of institutional context in writing development and support pedagogical strategies that combine automated assessment with qualitative analysis.
What the researchers tested
The researchers examined the relationship between writing performance, measured with the Early Writing Alert System (SISAT), and linguistic patterns in narratives from one public and one private university in northeastern Mexico. They analyzed 148 narratives produced over three academic periods using automated linguistic tools, Spearman correlations, and Kruskal–Wallis tests in a non-experimental, descriptive-comparative design with interpretive triangulation.
What worked and what didn't
At the public university, lexical richness and lexical density were positively correlated with SISAT scores, while greater text volume was negatively associated. At the private university, text length and diversity were positively related to scores, but excessive lexical density appeared counterproductive. No statistically significant differences were observed between the two universities or across periods.
What to keep in mind
The summary does not describe participant characteristics beyond the two universities or provide detail on the narratives beyond the corpus size and time span. The abstract also does not report additional limitations.
Key points
- The study analyzed 148 student narratives from one public and one private university in northeastern Mexico.
- Writing performance was assessed with SISAT, the Early Writing Alert System.
- Linguistic patterns were linked to scores differently at the two universities.
- No statistically significant differences were found between universities or across the three academic periods.
- The authors say quantitative linguistic indicators can complement normative assessment.
Disclosure
- Research title:
- Narrative writing patterns differed by university context
- Authors:
- Nali Borrego Ramírez, Daniel Desiderio Borrego Gómez, Marcia Leticia Ruíz Cansino, Cipatli Anaya Campos
- Institutions:
- Autonomous University of Tamaulipas, Autonomous University of Tamaulipas, Autonomous University of Tamaulipas, Autonomous University of Tamaulipas
- Publication date:
- 2026-02-26
- OpenAlex record:
- View
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