| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.983 | -0.712 |
|
Retracted Output
|
-0.522 | -0.136 |
|
Institutional Self-Citation
|
-0.988 | 0.355 |
|
Discontinued Journals Output
|
0.432 | 0.639 |
|
Hyperauthored Output
|
-0.597 | 0.057 |
|
Leadership Impact Gap
|
-1.976 | 0.824 |
|
Hyperprolific Authors
|
-1.413 | -0.259 |
|
Institutional Journal Output
|
-0.268 | 0.842 |
|
Redundant Output
|
-0.468 | 0.136 |
The University of Agronomic Sciences and Veterinary Medicine demonstrates an exceptionally robust scientific integrity profile, with an overall risk score of -0.538 that significantly outperforms the national context. The institution's primary strengths lie in its profound disconnection from systemic risks prevalent in the country, particularly regarding institutional self-citation, academic endogamy, and impact dependency. These indicators reveal a culture that prioritizes external validation and genuine intellectual leadership. This strong ethical foundation supports its recognized thematic leadership, as evidenced by SCImago Institutions Rankings data in key areas such as Agricultural and Biological Sciences, Pharmacology, Toxicology and Pharmaceutics, and Chemistry. However, a medium-risk signal in the rate of publication in discontinued journals presents a notable vulnerability. This practice, while less pronounced than the national average, directly contradicts the mission's commitment to "ethics," "transparency," and "integration into universal values," potentially undermining the pursuit of excellence. To achieve full alignment between its outstanding research capacity and its stated mission, the institution is advised to strengthen its due diligence protocols for selecting publication venues, thereby safeguarding its well-earned reputation and ensuring its scientific contributions achieve maximum global impact.
With a Z-score of -0.983, the institution displays a near-total absence of risk signals, a figure that is even more conservative than the low-risk national average of -0.712. This result indicates a consistent and low-profile approach that aligns perfectly with national standards of good practice. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's exceptionally low rate confirms that its collaborative practices are transparent and free from any strategic attempts to artificially inflate institutional credit or engage in “affiliation shopping.”
The institution's Z-score of -0.522 is firmly in the very low-risk category, contrasting favorably with the national Z-score of -0.136. This demonstrates a commendable alignment with national integrity standards, suggesting that the institution's quality control mechanisms are highly effective. Retractions can be complex, but a rate significantly lower than the norm, as seen here, is a strong indicator of responsible supervision and robust pre-publication review processes. This performance suggests that potential methodological errors are identified and corrected internally, preventing systemic failures and reinforcing a strong institutional culture of integrity.
The institution exhibits a Z-score of -0.988, indicating a complete absence of risk in this area, which starkly contrasts with the medium-risk national average of 0.355. This demonstrates a clear case of preventive isolation, where the university successfully avoids the risk dynamics observed across the country. A certain level of self-citation is natural, but the institution’s extremely low rate is a testament to its commitment to external validation and its avoidance of scientific 'echo chambers.' This practice ensures that the institution's academic influence is built on broad recognition from the global community, rather than being inflated by endogamous internal dynamics.
The institution presents a Z-score of 0.432, placing it at a medium risk level, though this is notably better than the national average of 0.639. This suggests a differentiated management approach, where the university is moderating a risk that appears to be more common and severe at the national level. Nevertheless, a high proportion of publications in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and suggesting an urgent need to enhance information literacy to avoid "predatory" practices.
With a Z-score of -0.597, the institution maintains a low-risk profile, demonstrating significant resilience against the medium-risk trend observed nationally (Z-score of 0.057). This suggests that the institution's internal control mechanisms are effectively mitigating a systemic risk present in its environment. While extensive author lists are legitimate in "Big Science," the university's controlled rate indicates a successful effort to prevent author list inflation and dilution of individual accountability. This performance serves as a positive signal that the institution distinguishes between necessary massive collaboration and questionable "honorary" authorship practices.
The institution's Z-score of -1.976 is exceptionally low, indicating that the impact of its internally-led research is very strong, a stark contrast to the national average of 0.824, which signals a medium-risk dependency. This demonstrates a clear preventive isolation from national trends, where the institution does not replicate the risk of relying on external partners for prestige. A wide positive gap can signal that scientific prestige is exogenous, but this institution's negative gap is a powerful indicator of sustainability and structural strength. It confirms that its excellence metrics result from real internal capacity and intellectual leadership, not just strategic positioning in collaborations.
The institution shows a Z-score of -1.413, a very low-risk value that is significantly more conservative than the national average of -0.259. This low-profile consistency indicates that the institution's standards for authorship are well-aligned with, and even exceed, the national norm. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful intellectual contribution. The institution's very low score in this area is a positive sign that it fosters a healthy balance between quantity and quality, successfully avoiding risks such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of the scientific record.
With a Z-score of -0.268, the institution operates with a very low risk of academic endogamy, effectively isolating itself from the medium-risk national trend (Z-score of 0.842). This performance indicates that the university does not replicate the risk dynamics common in its environment. While in-house journals can be valuable, excessive dependence on them raises conflicts of interest. The institution's low score is a strong signal of its commitment to independent, external peer review, which enhances the global visibility and credibility of its research and shows it avoids using internal channels as potential 'fast tracks' to inflate productivity without standard competitive validation.
The institution's Z-score of -0.468 places it in the very low-risk category, demonstrating a clear preventive isolation from the medium-risk dynamics observed at the national level (Z-score of 0.136). This result suggests the institution actively avoids practices that artificially inflate productivity. Citing previous work is normal, but the institution's low score indicates its researchers are not engaging in data fragmentation or 'salami slicing'—the practice of dividing a single study into minimal publishable units. This commitment to publishing coherent, significant work prioritizes the generation of new knowledge over the distortion of the scientific record.