| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.121 | -0.068 |
|
Retracted Output
|
-0.240 | -0.191 |
|
Institutional Self-Citation
|
4.071 | 1.380 |
|
Discontinued Journals Output
|
1.699 | 0.691 |
|
Hyperauthored Output
|
-1.211 | 0.149 |
|
Leadership Impact Gap
|
0.323 | 0.831 |
|
Hyperprolific Authors
|
-0.721 | -0.770 |
|
Institutional Journal Output
|
-0.268 | 1.113 |
|
Redundant Output
|
3.188 | 0.832 |
The University of Architecture, Civil Engineering and Geodesy (UACEG) presents a complex integrity profile, marked by significant strengths in research governance but also critical vulnerabilities that require immediate attention. With an overall score of 0.375, the institution demonstrates exemplary control in areas such as the Rate of Hyper-Authored Output, Rate of Output in Institutional Journals, and Rate of Multiple Affiliations, indicating robust internal policies that prevent common national risk dynamics. These strengths are foundational to its notable research capacity, evidenced by its high national rankings in Earth and Planetary Sciences, Engineering, and Mathematics according to SCImago Institutions Rankings data. However, this performance is severely undermined by significant risk levels in the Rate of Institutional Self-Citation and the Rate of Redundant Output. These indicators suggest an insular research culture that could compromise the institution's mission to align with "European and global traditions." Such practices contradict the principles of excellence and transparency, potentially inflating impact metrics without genuine external validation. To safeguard its reputation and fully realize its mission, UACEG should leverage its clear governance strengths to implement targeted strategies that foster a culture of quality over quantity, ensuring its scientific contributions are both impactful and globally recognized.
The University shows excellent control over affiliation practices, with a Z-score of -1.121, which is notably lower than the national average of -0.068. This result indicates a low-profile consistency, where the complete absence of risk signals surpasses the already low-risk national standard. This suggests that the institution's policies effectively prevent strategic attempts to inflate institutional credit or "affiliation shopping," ensuring that collaborative work is represented with clarity and integrity.
The institution's performance regarding retracted publications is aligned with national trends, showing a Z-score of -0.240, which is statistically similar to the country's average of -0.191. This reflects a state of normality, where the risk level is as expected for its context. The low incidence of retractions suggests that the pre-publication quality control mechanisms are generally effective and that there are no systemic failures in the institution's integrity culture that would lead to recurring malpractice or a lack of methodological rigor.
A critical alert is raised by the institution's Z-score of 4.071 for self-citation, a figure that dramatically exceeds the national average of 1.380. This indicates a sharp accentuation of risk, where the University amplifies a vulnerability already present in the national system. While a certain level of self-citation is natural and reflects the continuity of established research lines, this disproportionately high rate signals a concerning scientific isolation or an "echo chamber" where work is validated without sufficient external scrutiny. This practice creates a significant risk of endogamous impact inflation, suggesting that the institution's academic influence may be artificially oversized by internal dynamics rather than by recognition from the global community.
The University shows a high exposure to publishing in discontinued journals, with a Z-score of 1.699, which is considerably higher than the national average of 0.691, despite both being in a medium-risk context. This indicates that the institution is more prone than its national peers to channeling its research into outlets that may not meet international quality standards. While sporadic presence in such journals can be due to a lack of information, this elevated rate constitutes a critical alert regarding due diligence in selecting dissemination channels. It exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy to avoid wasting resources on "predatory" or low-quality practices.
In the area of authorship, the University demonstrates exceptional governance, with a Z-score of -1.211, standing in stark contrast to the medium-risk national average of 0.149. This signifies a state of preventive isolation, where the institution successfully avoids replicating risk dynamics prevalent in its environment. The very low rate of hyper-authored output indicates that the institution effectively prevents author list inflation, thereby preserving individual accountability and transparency. This is a clear strength, reflecting robust policies that distinguish between necessary massive collaboration and questionable "honorary" authorship practices.
The institution demonstrates effective management in balancing its collaborative impact with its own research leadership, showing a Z-score of 0.323, which is healthier than the national average of 0.831. This reflects a differentiated management approach, where the University moderates a risk that is common in the country. While it is common for institutions to rely on external partners for impact, this smaller gap suggests that UACEG's scientific prestige is less dependent on exogenous factors. This is a positive indicator of growing internal capacity and intellectual leadership within its collaborations.
The institution's rate of hyperprolific authors is in line with national patterns, with a Z-score of -0.721, which is statistically equivalent to the country's average of -0.770. This indicates a level of statistical normality, where the risk associated with extreme individual publication volumes is low and consistent with its context. The data suggests that the institution maintains a healthy balance between productivity and the capacity for meaningful intellectual contribution, avoiding the risks of coercive authorship or the assignment of authorship without real participation.
The University exhibits a strong commitment to external validation, with a Z-score of -0.268 for output in its own journals, in sharp contrast to the medium-risk national average of 1.113. This result points to a successful preventive isolation from a common national practice. By avoiding excessive dependence on its in-house journals, the institution mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, enhancing its global visibility and validating its quality through standard competitive channels.
A second critical vulnerability is identified in the rate of redundant output, where the institution's Z-score of 3.188 far surpasses the national average of 0.832. This represents a significant risk accentuation, indicating that the University is amplifying a national tendency towards data fragmentation. While citing previous work is necessary for cumulative knowledge, this extremely high value alerts to the potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. This dynamic, known as "salami slicing," not only distorts the scientific evidence but also overburdens the review system, prioritizing volume over the generation of significant new knowledge and requiring urgent corrective action.
