| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.851 | -0.476 |
|
Retracted Output
|
-0.268 | -0.174 |
|
Institutional Self-Citation
|
0.073 | -0.045 |
|
Discontinued Journals Output
|
-0.275 | -0.276 |
|
Hyperauthored Output
|
0.777 | 0.497 |
|
Leadership Impact Gap
|
0.454 | 0.185 |
|
Hyperprolific Authors
|
-0.696 | -0.391 |
|
Institutional Journal Output
|
0.448 | 0.278 |
|
Redundant Output
|
-0.215 | -0.228 |
The Universidad de Oviedo demonstrates a robust integrity profile, characterized by strong controls in fundamental areas of research practice but with specific vulnerabilities that warrant strategic attention. With an overall integrity score of -0.191, the institution excels in mitigating risks associated with multiple affiliations, retractions, and hyperprolific authorship, indicating solid governance and a culture that prioritizes quality over questionable metrics. This foundation of integrity supports its notable academic strengths, as evidenced by its high national rankings in Dentistry, Earth and Planetary Sciences, and Economics, Econometrics and Finance, according to SCImago Institutions Rankings data. However, a pattern of moderate risk emerges in indicators related to academic insularity, such as institutional self-citation, reliance on in-house journals, and a dependency on external collaborations for high-impact research. These trends, while not critical, could subtly undermine the institution's mission to deliver "quality applied research" and "basic research that can be the basis for humane development," as they suggest a potential disconnect between internal practices and global validation. By proactively addressing these areas of exposure, the Universidad de Oviedo can fully align its operational practices with its stated commitment to excellence, ensuring its significant contributions are both internally sound and externally recognized.
The institution exhibits a Z-score of -0.851, which is notably lower than the national average of -0.476. This demonstrates a prudent and rigorous approach to managing researcher affiliations, surpassing the already low-risk standard observed across Spain. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's controlled rate indicates that its collaborative practices are transparent and well-managed, effectively avoiding any perception of strategic "affiliation shopping" aimed at artificially inflating institutional credit.
With a Z-score of -0.268, the institution maintains a lower rate of retractions compared to the national average of -0.174. This reflects a commendable and rigorous management of its scientific output. Retractions can sometimes signify responsible supervision in correcting honest errors, but a low rate like this, which is even better than the national standard, strongly suggests that the university's pre-publication quality control mechanisms are robust and effective. This performance points to a healthy culture of integrity where potential issues are addressed before they escalate, preventing systemic failures in methodological rigor.
The institution's Z-score for this indicator is 0.073, marking a moderate deviation from the national average of -0.045, which is in the low-risk category. This suggests the university is more sensitive to this particular risk factor than its national peers. While a certain level of self-citation is natural to build upon established research lines, this elevated rate warrants attention as it can signal the formation of scientific "echo chambers." There is a moderate risk that the institution's academic influence may be oversized by internal validation dynamics rather than by broader recognition from the global community, potentially leading to endogamous impact inflation.
The institution's Z-score of -0.275 is statistically identical to the national average of -0.276, indicating a risk level that is normal and expected for its context. This alignment demonstrates that the university's researchers exercise a standard level of due diligence in selecting publication venues. A high proportion of output in such journals would be a critical alert, but the current low rate confirms that the institution effectively avoids channeling its scientific production through media that fail to meet international ethical or quality standards, thereby protecting its reputational integrity.
With a Z-score of 0.777, the institution shows a higher rate of hyper-authored publications than the national average of 0.497, although both fall within the medium-risk range. This indicates that the university has a greater exposure to this risk factor than its peers. In fields outside of "Big Science," where extensive author lists are not standard, this pattern can signal author list inflation, which dilutes individual accountability. The university's higher tendency in this area serves as a signal to carefully distinguish between necessary massive collaborations and potential "honorary" authorship practices that may compromise transparency.
The institution presents a Z-score of 0.454 in this indicator, which is significantly higher than the national average of 0.185. This reveals a heightened exposure to the risk of dependent impact. A wide positive gap suggests that the institution's scientific prestige is more reliant on external collaborations than on research where it exercises direct intellectual leadership. This finding invites a strategic reflection on whether its high-impact metrics are a result of genuine internal capacity or a consequence of strategic positioning in partnerships, highlighting a potential sustainability risk if not balanced with the development of home-grown, high-impact research lines.
The institution's Z-score of -0.696 is considerably lower than the national average of -0.391, reflecting a prudent profile that manages author productivity with more rigor than the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal an imbalance between quantity and quality. The university's notably low rate in this area is a positive sign, indicating a healthy research environment that mitigates risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.
The institution's Z-score of 0.448 is higher than the national average of 0.278, indicating a greater propensity to publish in its own journals compared to its national peers. This high exposure presents a potential conflict of interest, as the institution acts as both judge and party in the publication process. This practice carries a risk of academic endogamy, where research might bypass rigorous, independent external peer review. It could also suggest the use of internal channels as "fast tracks" to inflate publication counts without standard competitive validation, potentially limiting the global visibility and impact of the work.
With a Z-score of -0.215, the institution's performance is in close alignment with the national average of -0.228, demonstrating a level of risk that is statistically normal for its context. This indicates that the university's publication practices are consistent with the national standard, showing no significant signs of "salami slicing." A high rate of redundant output would suggest the artificial inflation of productivity by fragmenting studies. The current low and normal level reflects a commitment to publishing significant new knowledge rather than prioritizing volume, thereby upholding the integrity of the scientific record.
