| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.853 | 0.417 |
|
Retracted Output
|
-0.193 | -0.289 |
|
Institutional Self-Citation
|
-0.226 | -0.140 |
|
Discontinued Journals Output
|
-0.484 | -0.448 |
|
Hyperauthored Output
|
0.012 | 0.571 |
|
Leadership Impact Gap
|
-0.218 | 0.118 |
|
Hyperprolific Authors
|
-1.123 | -0.237 |
|
Institutional Journal Output
|
-0.259 | -0.267 |
|
Redundant Output
|
-0.441 | 0.213 |
Universitat Wien demonstrates a robust and secure scientific integrity profile, reflected in an overall risk score of -0.251, which indicates performance superior to the global average. The institution's primary strengths lie in its exceptionally low rates of hyperprolific authorship, publication in institutional journals, and engagement with discontinued journals, showcasing strong governance and a commitment to quality. Areas requiring moderate attention include the rates of multiple affiliations and hyper-authored output, which, while aligned with national patterns, present an opportunity for refinement. This solid integrity framework provides a credible foundation for the university's outstanding academic leadership, particularly in Arts and Humanities, Earth and Planetary Sciences, Psychology, and Social Sciences, where it holds the #1 national rank according to SCImago Institutions Rankings data. While the institution's formal mission was not specified, this low-risk profile inherently supports any vision centered on academic excellence and social responsibility, as it ensures that its prestigious reputation is built on a foundation of transparent and reliable research. To further solidify its position as a leader in both research and ethical practice, it is recommended that the university proactively reviews its policies on authorship and affiliation to ensure they continue to foster genuine collaboration and accountability.
The institution's Z-score is 0.853, while the national average is 0.417. This result suggests that the university is more exposed to the risks associated with this indicator than its national peers, even though both operate within a medium-risk context. While multiple affiliations are often a legitimate outcome of collaboration, this heightened rate indicates a greater propensity for practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping." Given that the institution's rate exceeds the national norm, it warrants a review to ensure that all affiliations reflect substantive and transparent partnerships, thereby safeguarding institutional reputation.
The institution's Z-score is -0.193, compared to the national average of -0.289. Although both scores fall within a low-risk range, the institution displays a minor signal of vulnerability that warrants observation. Retractions are complex; some signify responsible supervision through the correction of honest errors. However, this slight elevation relative to an already low national baseline could be an early indicator that pre-publication quality control mechanisms might benefit from reinforcement. It serves as a constructive prompt to ensure that the institutional culture of integrity remains vigilant in preventing recurring malpractice or methodological lapses before they escalate.
The institution's Z-score is -0.226, which is more favorable than the national average of -0.140. This demonstrates a prudent and rigorous approach to citation practices, surpassing the national standard. A certain level of self-citation is natural, but the institution's lower rate indicates a reduced risk of operating in scientific isolation or 'echo chambers.' This prudent profile suggests a strong reliance on external validation and global community recognition, reinforcing the credibility of its academic influence and mitigating any risk of endogamous impact inflation.
The institution's Z-score is -0.484, showing complete alignment with the national average of -0.448. This synchrony reflects an environment of maximum scientific security, where both the institution and the country effectively avoid problematic publication venues. This score confirms that the institution's researchers exercise excellent due diligence in selecting dissemination channels, channeling their work away from media that fail to meet international ethical or quality standards. This protects the university from reputational damage and ensures that research efforts are not wasted on 'predatory' or low-quality practices.
The institution's Z-score is 0.012, significantly lower than the national average of 0.571. This indicates differentiated and effective management of a risk that appears more common at the national level. While extensive author lists can be legitimate in 'Big Science,' the country's higher score points to a systemic tendency that could mask author list inflation. In contrast, the institution demonstrates superior control, suggesting a stronger capacity to distinguish between necessary massive collaboration and 'honorary' authorship, thereby promoting greater individual accountability and transparency in its research outputs.
The institution presents a low-risk Z-score of -0.218, in stark contrast to the medium-risk national average of 0.118. This highlights a notable institutional resilience, as its control mechanisms appear to successfully mitigate a systemic risk present in the country. A wide positive gap can signal that scientific prestige is dependent on external partners rather than internal capacity. The institution's score, however, suggests that its excellence metrics are the result of genuine internal capabilities and intellectual leadership, ensuring its high impact is both structural and sustainable, not merely a reflection of strategic positioning in collaborations.
The institution's Z-score is -1.123, indicating a complete absence of risk signals, a stronger position than the low-risk national average of -0.237. This low-profile consistency demonstrates an institutional environment that prioritizes substance over sheer volume. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks like coercive authorship or 'salami slicing.' The university's exemplary score in this area confirms a culture that values the integrity of the scientific record over the inflation of productivity metrics.
The institution's Z-score is -0.259, which is in near-perfect alignment with the national average of -0.267. This integrity synchrony indicates that the university, like its national peers, operates in an environment of maximum scientific security regarding this indicator. By avoiding excessive dependence on in-house journals, the institution effectively sidesteps 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 research through standard competitive channels.
The institution's Z-score is -0.441, positioning it in a low-risk category, while the national average of 0.213 falls into the medium-risk category. This demonstrates strong institutional resilience against a nationally observed vulnerability. The country's score suggests a systemic tendency towards data fragmentation or 'salami slicing'—dividing studies into minimal units to inflate productivity. The institution’s much lower score indicates that its internal controls effectively promote the publication of coherent, significant studies, prioritizing new knowledge over the artificial inflation of output volume.
