| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.090 | -0.546 |
|
Retracted Output
|
-0.578 | -0.222 |
|
Institutional Self-Citation
|
-0.352 | 0.950 |
|
Discontinued Journals Output
|
-0.545 | 0.249 |
|
Hyperauthored Output
|
-0.754 | 0.088 |
|
Leadership Impact Gap
|
-0.957 | 0.543 |
|
Hyperprolific Authors
|
-1.413 | -0.585 |
|
Institutional Journal Output
|
-0.268 | 0.985 |
|
Redundant Output
|
-1.186 | 0.244 |
The University of Veterinary Medicine and Pharmacy demonstrates an exceptionally strong profile in scientific integrity, with an overall risk score of -0.604 that significantly outperforms the national average. This performance is characterized by a widespread absence of risk signals across the majority of indicators, particularly in areas related to publication quality, authorship practices, and research autonomy. The institution's primary strengths lie in its extremely low rates of retracted output, publication in discontinued journals, and redundant publications, suggesting robust quality control and a commitment to impactful research. The only notable vulnerability is a medium-risk signal in the Rate of Multiple Affiliations, which deviates from the national trend. According to SCImago Institutions Rankings data, this robust integrity profile underpins the university's leadership in key thematic areas, including its top national ranking in Veterinary science and strong positions in Biochemistry, Genetics and Molecular Biology (3rd) and Medicine (3rd). While the institution's specific mission was not available for this analysis, such a strong integrity record inherently aligns with the universal academic values of excellence, transparency, and social responsibility. The identified risk in affiliation practices, though isolated, warrants attention to ensure that institutional credit is claimed with unambiguous clarity, thereby fully aligning operational practices with its evident research quality. The university is in an excellent position to leverage its high integrity standards as a strategic asset to further enhance its national and international reputation.
The institution presents a Z-score of 0.090, which contrasts with the national average of -0.546. This moderate deviation from the national standard suggests the university is more exposed to risk factors in this area than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this indicator shows a greater sensitivity to practices that could be perceived as strategic attempts to inflate institutional credit or “affiliation shopping.” The data indicates a need to review affiliation policies to ensure they reflect substantive collaborations and transparently represent the institution's contributions.
With a Z-score of -0.578, the institution demonstrates a very low risk profile that is consistent with the national environment (Z-score: -0.222). This low-profile consistency, where the absence of risk signals aligns with the national standard, points to effective and reliable quality control mechanisms. Retractions can sometimes signify responsible supervision through the correction of honest errors, but the near-total absence of such events here suggests that the institution's pre-publication review processes are systemically robust, preventing methodological or ethical issues from entering the scientific record.
The institution's Z-score of -0.352 indicates a low-risk profile, which is particularly noteworthy when compared to the country's medium-risk score of 0.950. This demonstrates significant institutional resilience, as internal control mechanisms appear to successfully mitigate systemic risks that are more prevalent at the national level. A certain level of self-citation is natural, but the university effectively avoids the 'echo chambers' or endogamous impact inflation that can arise from disproportionately high rates. This result suggests the institution's academic influence is validated by the broader global community rather than being sustained by internal dynamics.
The institution's Z-score of -0.545 reflects a very low risk, standing in stark contrast to the national medium-risk average of 0.249. This pattern signifies a preventive isolation, where the university does not replicate the risk dynamics observed in its environment. A high proportion of publications in such journals would constitute a critical alert regarding due diligence, but this institution's performance indicates that its researchers are successfully navigating the publishing landscape and channeling their work through reputable media that meet international standards. This protects the university from reputational damage and ensures research resources are not wasted on predatory or low-quality outlets.
With a low-risk Z-score of -0.754, the institution effectively counters the medium-risk trend seen at the national level (Z-score: 0.088). This display of institutional resilience suggests that its governance and academic culture successfully mitigate the country's systemic risks related to authorship. While extensive author lists are legitimate in 'Big Science,' a high rate outside these contexts can indicate author list inflation. The university's controlled performance serves as a positive signal that it distinguishes between necessary massive collaboration and practices like 'honorary' authorship, thereby upholding individual accountability.
The institution exhibits a very low-risk Z-score of -0.957, indicating a healthy and sustainable impact model, especially when compared to the national medium-risk score of 0.543. This score demonstrates a preventive isolation from a national trend where institutional prestige may be overly dependent on external partners. A wide positive gap can signal that excellence is exogenous rather than structural. In contrast, this university's result suggests that its scientific prestige is built upon strong internal capacity and that it exercises intellectual leadership in its collaborations, a key indicator of long-term scientific autonomy and sustainability.
The institution's Z-score of -1.413 is exceptionally low, reinforcing the low-risk environment also seen at the national level (Z-score: -0.585). This low-profile consistency, where the absence of risk signals aligns with the national standard, is a positive indicator of a balanced research culture. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or a focus on quantity over quality. The university's very low score in this area suggests that its research environment prioritizes the integrity of the scientific record over the simple inflation of metrics.
With a very low-risk Z-score of -0.268, the institution effectively insulates itself from the medium-risk trend observed across the country (Z-score: 0.985). This preventive isolation is a sign of strong academic practice. While in-house journals can be valuable, excessive dependence on them raises conflict-of-interest concerns and risks academic endogamy. The university's low reliance on its own journals demonstrates a commitment to independent, external peer review, which enhances the global visibility and competitive validation of its scientific production, avoiding the use of internal channels as potential 'fast tracks' for publication.
The institution's Z-score of -1.186 is very low, indicating it is effectively isolated from the medium-risk dynamics present at the national level (Z-score: 0.244). This preventive stance against redundant output is a strong signal of research integrity. Massive bibliographic overlap between publications can indicate 'salami slicing,' where a single study is fragmented to inflate productivity. The university's excellent performance here suggests its researchers are focused on producing coherent, significant studies that provide new knowledge, rather than distorting the scientific evidence and overburdening the review system with artificially segmented work.