| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.080 | 0.417 |
|
Retracted Output
|
-0.306 | -0.289 |
|
Institutional Self-Citation
|
0.991 | -0.140 |
|
Discontinued Journals Output
|
-0.418 | -0.448 |
|
Hyperauthored Output
|
0.210 | 0.571 |
|
Leadership Impact Gap
|
-0.434 | 0.118 |
|
Hyperprolific Authors
|
-0.273 | -0.237 |
|
Institutional Journal Output
|
-0.268 | -0.267 |
|
Redundant Output
|
1.144 | 0.213 |
Technische Universität Wien demonstrates a robust and generally low-risk scientific integrity profile, with an overall score of -0.126 that reflects a strong alignment with national and international standards. The institution exhibits exceptional control in critical areas such as the avoidance of discontinued journals and institutional publications, alongside low rates of retracted output and hyperprolific authorship. These strengths are foundational to its reputation as a leader in key thematic areas, where it ranks first in Austria for Computer Science, Engineering, and Mathematics, and second for Energy and Environmental Science, according to SCImago Institutions Rankings data. However, the analysis identifies moderate risks in institutional self-citation and redundant publications (salami slicing), which warrant strategic attention. While the institution's specific mission was not available for this analysis, these risk signals could challenge the universal academic principles of excellence and social responsibility. Ensuring that scientific impact is externally validated and that productivity reflects substantial new knowledge is crucial. By proactively addressing these moderate vulnerabilities, the university can further solidify its prestigious position, ensuring its impressive scientific output is unequivocally matched by the highest standards of integrity.
The institution presents a Z-score of 0.080, which is notably lower than the national average of 0.417. This suggests a differentiated management approach where the university successfully moderates a risk that appears more common across the country. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal attempts to inflate institutional credit. The university's controlled score indicates that its collaborative practices are well-governed, effectively balancing partnerships with clear and transparent attribution, thereby avoiding the reputational risks associated with "affiliation shopping."
With a Z-score of -0.306, the institution's performance is statistically normal and aligns closely with the national average of -0.289. This low-risk level is as expected for an institution of its context and size. Retractions are complex events, and a low, stable rate suggests that the university's quality control and supervision mechanisms are functioning correctly. The data does not indicate any systemic failure in pre-publication review or a vulnerability in the institution's integrity culture, reflecting a responsible and standard approach to correcting the scientific record when necessary.
The institution shows a Z-score of 0.991, a moderate deviation from the national average of -0.140, which is in the low-risk category. This indicates that the university is more sensitive to this risk factor than its national peers. A certain level of self-citation is natural, reflecting the continuity of established research lines. However, this disproportionately higher rate can signal a concerning tendency towards scientific isolation or an 'echo chamber.' This value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community, warranting a review of citation patterns.
The institution's Z-score of -0.418 is in perfect synchrony with the national average of -0.448, demonstrating total alignment with an environment of maximum scientific security. This excellent result confirms that the university exercises strong due diligence in selecting dissemination channels for its research. A high proportion of publications in such journals would constitute a critical alert, but this very low score indicates that scientific production is not being channeled through media that fail to meet international ethical or quality standards, thereby protecting the institution from severe reputational risks and wasted resources.
The university's Z-score for this indicator is 0.210, significantly lower than the national average of 0.571. This demonstrates a differentiated management of authorship practices, where the institution effectively moderates a risk that is more prevalent in its national context. In disciplines outside of 'Big Science,' a high rate of hyper-authorship can indicate author list inflation, diluting individual accountability. The university's more controlled score suggests a healthier approach to authorship, distinguishing between necessary massive collaboration and potentially problematic 'honorary' authorship practices.
With a Z-score of -0.434, the institution shows a low-risk profile, contrasting with the medium-risk national average of 0.118. This signals strong institutional resilience, as internal control mechanisms appear to successfully mitigate systemic risks observed at the country level. A wide positive gap can suggest that scientific prestige is dependent on external partners rather than on internal capacity. The university's negative score is a positive sign, indicating that the impact of research it leads is robust and that its scientific prestige is structural and sustainable, not merely the result of strategic positioning in collaborations where it does not exercise intellectual leadership.
The institution's Z-score of -0.273 reflects a state of statistical normality, closely mirroring the national average of -0.237. This low-risk level is as expected for its context. While high productivity can be legitimate, extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. The university's score does not raise alarms about potential imbalances between quantity and quality, suggesting that practices such as coercive authorship or assigning credit without real participation are not a systemic issue.
The university's Z-score of -0.268 is virtually identical to the national average of -0.267, indicating integrity synchrony and total alignment with a secure national environment. This very low score is a sign of good practice. Excessive dependence on in-house journals can raise conflicts of interest and signal academic endogamy, where production might bypass independent peer review. The institution's minimal reliance on such channels demonstrates a commitment to external validation and global visibility, avoiding the use of internal journals as potential 'fast tracks' to inflate publication records.
The institution records a Z-score of 1.144, which points to high exposure to this risk, especially when compared to the national average of 0.213. This suggests the university is more prone to showing alert signals for this practice than its environment. Massive bibliographic overlap between simultaneous publications often indicates data fragmentation or 'salami slicing,' where a study is divided into minimal publishable units to artificially inflate productivity. This high value serves as a warning that this practice, which can distort scientific evidence and overburden the review system, may be occurring at a rate that requires internal review and policy reinforcement.
