| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.682 | -0.546 |
|
Retracted Output
|
-0.099 | -0.222 |
|
Institutional Self-Citation
|
-0.556 | 0.950 |
|
Discontinued Journals Output
|
1.032 | 0.249 |
|
Hyperauthored Output
|
-1.284 | 0.088 |
|
Leadership Impact Gap
|
1.099 | 0.543 |
|
Hyperprolific Authors
|
-1.413 | -0.585 |
|
Institutional Journal Output
|
-0.268 | 0.985 |
|
Redundant Output
|
0.024 | 0.244 |
The University of Economics in Bratislava (UEBA) demonstrates a robust and well-balanced scientific integrity profile, with an overall risk score of -0.096 indicating general alignment with best practices. The institution's primary strengths lie in its exceptional governance over authorship practices, showing very low risk in Hyper-Authored Output and Hyperprolific Authors, and a commendable commitment to external validation by avoiding academic endogamy in institutional journals. These areas of excellence significantly outperform national trends. However, areas requiring strategic attention include a high exposure to publishing in discontinued journals and a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. These vulnerabilities, if unaddressed, could challenge the institution's mission to provide "quality higher education" and contribute meaningfully to the "knowledge society." According to SCImago Institutions Rankings data, UEBA's strong reputation in core fields such as Economics, Econometrics and Finance, and Business, Management and Accounting, provides a solid foundation for growth. To fully realize its mission, UEBA is encouraged to leverage these strengths while implementing targeted policies to mitigate identified risks, thereby ensuring its research capacity is both sustainable and of the highest integrity.
The institution presents a Z-score of -0.682, which is more favorable than the national average of -0.546. This prudent profile suggests that the university manages its affiliation processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled, low-risk signal indicates that the institution is effectively avoiding practices like "affiliation shopping" or strategic attempts to artificially inflate institutional credit, maintaining a clear and transparent representation of its collaborative network.
With a Z-score of -0.099, the institution's rate of retractions is slightly higher than the national average of -0.222, though both remain in a low-risk category. This minimal deviation points to an incipient vulnerability that warrants review before it escalates. Retractions can signify responsible supervision when correcting honest errors; however, this subtle increase compared to the national baseline suggests that pre-publication quality control mechanisms could be reinforced to prevent potential systemic issues or recurring malpractice from developing.
The university demonstrates significant institutional resilience with a Z-score of -0.556, contrasting sharply with the medium-risk national average of 0.950. This result indicates that the institution's control mechanisms effectively mitigate the systemic risks of academic insularity observed elsewhere in the country. A certain level of self-citation is natural, but the university's low rate shows a strong orientation towards external validation and global community recognition, successfully avoiding the 'echo chambers' and endogamous impact inflation that can arise from disproportionate self-referencing.
The institution's Z-score of 1.032 indicates a high exposure to this risk, substantially exceeding the national average of 0.249. This is a critical alert regarding the due diligence applied in selecting dissemination channels. This score suggests that a significant portion of the university's scientific production is being channeled through media that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational damage and indicates an urgent need to enhance information literacy among researchers to prevent the waste of resources on 'predatory' or low-quality publications.
With a Z-score of -1.284, the institution shows a state of preventive isolation from a national trend that registers a medium-risk score of 0.088. This demonstrates that the university does not replicate the risk dynamics of authorship inflation observed in its environment. While extensive author lists are legitimate in 'Big Science', this very low score confirms that the institution maintains robust governance over authorship, effectively distinguishing between necessary massive collaboration and questionable practices like 'honorary' authorships, thereby preserving individual accountability.
The university's Z-score of 1.099 reveals high exposure to this risk, a level notably higher than the national average of 0.543. This wide positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige may be overly dependent on external partners rather than its own structural capacity. This metric invites a deep reflection on whether the university's excellence is derived from genuine internal capabilities or from strategic positioning in collaborations where it does not exercise intellectual leadership, a situation that could undermine its long-term scientific autonomy.
The institution's Z-score of -1.413 is in the very low-risk category, demonstrating low-profile consistency and performing even better than the low-risk national average of -0.585. This absence of risk signals aligns perfectly with a culture of academic integrity. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This excellent result indicates the university fosters a healthy balance between quantity and quality, effectively preventing risks such as coercive authorship or the assignment of credit without real participation, thus prioritizing the integrity of the scientific record.
The university achieves a state of preventive isolation with a Z-score of -0.268, in stark contrast to the medium-risk national average of 0.985. This indicates the institution does not replicate the risk of academic endogamy prevalent in its environment. By avoiding excessive dependence on its own journals, the university circumvents potential conflicts of interest and ensures its scientific production undergoes independent external peer review. This commitment to external validation enhances its global visibility and prevents the use of internal channels as 'fast tracks' to inflate academic output without standard competitive scrutiny.
With a Z-score of 0.024, the institution demonstrates differentiated management of this risk, maintaining a much lower level than the national average of 0.244. This suggests the university successfully moderates a risk that appears more common in the country. While some signal is present, the lower score indicates better control over practices like 'salami slicing,' where studies are fragmented into minimal units to inflate productivity. This reflects a greater institutional focus on publishing significant new knowledge rather than prioritizing volume, which helps maintain the integrity of the scientific evidence base.
