| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.340 | 0.417 |
|
Retracted Output
|
-0.184 | -0.289 |
|
Institutional Self-Citation
|
0.057 | -0.140 |
|
Discontinued Journals Output
|
-0.506 | -0.448 |
|
Hyperauthored Output
|
-0.005 | 0.571 |
|
Leadership Impact Gap
|
-0.693 | 0.118 |
|
Hyperprolific Authors
|
-0.613 | -0.237 |
|
Institutional Journal Output
|
-0.268 | -0.267 |
|
Redundant Output
|
-0.672 | 0.213 |
The Veterinarmedizinische Universitat Wien demonstrates an exemplary profile in scientific integrity, with an overall risk score of -0.176 that indicates robust governance and a strong alignment with best practices. The institution's primary strengths lie in its exceptionally low rates of output in discontinued journals, redundant publications, and institutional journals, showcasing a clear commitment to high-quality, externally validated research. Areas for strategic attention are concentrated in the Rate of Multiple Affiliations and Institutional Self-Citation, which, while at a medium level, present an opportunity for refinement. According to SCImago Institutions Rankings data, this strong integrity foundation supports world-class research, evidenced by top national rankings in key thematic areas such as Veterinary (1st in Austria), Chemistry (3rd), Agricultural and Biological Sciences (7th), and Pharmacology, Toxicology and Pharmaceutics (7th). This performance directly reflects the institutional mission of "Responsible teaching, visionary research and ambitious healing." The identified risks, particularly those related to insular citation patterns or strategic affiliations, could subtly undermine the "visionary" and "responsible" tenets by creating perceptions of inflated impact or credit. By proactively addressing these moderate vulnerabilities, the University can further solidify its position as a global leader, ensuring its ambitious research goals are built upon an unshakeable foundation of transparency and scientific rigor.
The institution presents a Z-score of 1.340, which is notably higher than the national average of 0.417. This indicates that the University is more exposed to the dynamics of multiple affiliations than its national peers, even though this practice is common within the country's research system. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this heightened rate warrants a review of internal policies. A disproportionately high value can signal strategic attempts to inflate institutional credit or “affiliation shopping,” which could dilute the perceived contribution of the primary institution and create ambiguity in research ownership.
With a Z-score of -0.184, the institution's rate of retractions is slightly above the national average of -0.289, though both remain in a low-risk category. This minor difference suggests an incipient vulnerability that warrants observation before it escalates. Retractions are complex events, and some can signify responsible supervision and the honest correction of errors. However, a rate that begins to creep above the national standard, even minimally, could be an early indicator that pre-publication quality control mechanisms may have systemic weaknesses that require qualitative verification by management to prevent future integrity issues.
The institution's Z-score for self-citation is 0.057, placing it in the medium-risk category, which moderately deviates from the low-risk national average of -0.140. This suggests the University shows a greater sensitivity to this risk factor than its peers. A certain level of self-citation is natural and reflects the continuity of established research lines. Nevertheless, this deviation warns of a potential for scientific isolation or the formation of 'echo chambers' where the institution validates its own work without sufficient external scrutiny. This dynamic risks an endogamous inflation of impact, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global community.
The institution exhibits total operational silence in this area, with a Z-score of -0.506 that is even lower than the country's already minimal score of -0.448. This outstanding performance indicates an absence of risk signals that surpasses the national standard. It demonstrates an exemplary due diligence process in selecting dissemination channels, effectively avoiding media that fail to meet international ethical or quality standards. This protects the institution from severe reputational risks and shows a sophisticated level of information literacy that prevents the waste of resources on 'predatory' or low-quality practices.
With a Z-score of -0.005, the institution maintains a low-risk profile, showcasing significant resilience against the medium-risk trend observed at the national level (0.571). This suggests that internal control mechanisms are effectively mitigating the country's systemic risks related to authorship. While extensive author lists are legitimate in 'Big Science' contexts, the University’s controlled rate indicates a successful effort to prevent author list inflation and the dilution of individual accountability. This practice reinforces transparency and helps distinguish necessary massive collaboration from 'honorary' or political authorship.
The institution demonstrates strong institutional resilience with a Z-score of -0.693, contrasting sharply with the national medium-risk average of 0.118. This low gap indicates that the University's scientific prestige is not dependent on external partners but is driven by its own structural capacity and intellectual leadership. A wide positive gap often signals a sustainability risk where excellence is exogenous. The institution's profile, however, confirms that its high-impact research results from genuine internal capabilities, ensuring long-term stability and recognition for work where it exercises direct leadership.
The institution maintains a prudent profile with a Z-score of -0.613, which is significantly lower than the national average of -0.237. This indicates that its processes are managed with more rigor than the national standard. While high productivity can reflect leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. The University's low score suggests a healthy balance between quantity and quality, effectively mitigating risks such as coercive authorship or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record over inflated metrics.
The institution's Z-score of -0.268 is in almost perfect synchrony with the national average of -0.267, reflecting a total alignment with an environment of maximum scientific security. This shared commitment to avoiding excessive reliance on in-house journals is a sign of integrity maturity. By channeling its research through external venues, the institution avoids the conflicts of interest inherent in acting as both judge and party, ensuring its scientific production undergoes independent peer review. This practice enhances global visibility and confirms that the University does not use internal channels as 'fast tracks' to inflate CVs without standard competitive validation.
The institution demonstrates a remarkable preventive isolation from national trends, with a Z-score of -0.672 in a very low-risk category, while the country shows a medium-risk average of 0.213. This shows the University does not replicate the risk dynamics observed in its environment. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing' to artificially inflate productivity. The institution's extremely low rate in this indicator is a clear sign of its commitment to publishing coherent, significant studies, thereby strengthening the scientific evidence base and prioritizing new knowledge over volume.
