| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.373 | -0.785 |
|
Retracted Output
|
-0.127 | 0.056 |
|
Institutional Self-Citation
|
3.280 | 4.357 |
|
Discontinued Journals Output
|
2.430 | 2.278 |
|
Hyperauthored Output
|
-0.903 | -0.684 |
|
Leadership Impact Gap
|
-0.067 | -0.159 |
|
Hyperprolific Authors
|
-0.935 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
2.020 | 2.716 |
The Ukrainian State University of Science and Technologies presents a complex scientific integrity profile, with an overall score of 0.407 reflecting both significant strengths and critical areas for improvement. The institution demonstrates exemplary control in several key areas, with very low risk signals for the Rate of Multiple Affiliations, Rate of Hyperprolific Authors, and Rate of Output in Institutional Journals, indicating robust internal governance. These strengths are foundational to its recognized academic leadership in fields such as Environmental Science (ranked 9th in Ukraine), Chemistry (13th), and Engineering (16th), according to SCImago Institutions Rankings data. However, this solid base is contrasted by significant vulnerabilities, particularly a high Rate of Institutional Self-Citation and medium-risk levels for publishing in discontinued journals and redundant output. These practices pose a direct threat to the university's core mission of achieving academic excellence and upholding social responsibility, as they can create an 'echo chamber' that inflates impact without external validation and prioritizes publication volume over substantive knowledge. By strategically leveraging its demonstrated areas of integrity to implement targeted interventions in citation behavior, journal selection, and publication ethics, the university can effectively mitigate these risks, enhance its global reputation, and ensure its research contributions are both impactful and unimpeachable.
The institution exhibits a Z-score of -1.373, which is well below the national average of -0.785. This result indicates a very low-risk profile and demonstrates a strong consistency with national standards. The complete absence of risk signals suggests that the university's affiliation practices are transparent and well-governed. While multiple affiliations can be a legitimate outcome of collaboration, the institution's data shows no evidence of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a commendable adherence to ethical standards in representing its collaborative footprint.
With a Z-score of -0.127, the institution maintains a low-risk profile that contrasts favorably with the medium-risk level observed nationally (Z-score of 0.056). This suggests a notable degree of institutional resilience, where internal control mechanisms appear to be successfully mitigating the systemic risks present in the wider environment. Retractions can sometimes signify responsible supervision and the correction of honest errors; in this context, the low rate indicates that the university's pre-publication quality controls are effective, preventing the kind of systemic failures or recurring malpractice that a higher score might suggest.
The institution's Z-score of 3.280 places it in the significant risk category, a critical situation shared at the national level (Z-score of 4.357). Although the university's rate is lower than the country's average, it represents an attenuated alert, signaling that while it shows more control than its peers, it is still a global outlier. A certain level of self-citation is natural, but this disproportionately high rate signals a concerning scientific isolation or an 'echo chamber' where work is validated without sufficient external scrutiny. This practice creates a serious risk of endogamous impact inflation, suggesting the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The university shows a Z-score of 2.430, a medium-risk value that is slightly above the national average of 2.278. This indicates a high exposure to this particular risk, suggesting the institution is more prone than its national peers to channeling its research into problematic venues. This score is a critical alert regarding due diligence in selecting dissemination channels. It indicates that a significant portion of its scientific production is being published in media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for improved information literacy to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of -0.903, the institution demonstrates a prudent and low-risk profile, performing with more rigor than the national standard (-0.684). This favorable score indicates that the university's collaborative and authorship practices are well-managed. In fields outside of 'Big Science,' high rates of hyper-authorship can signal author list inflation, which dilutes accountability. The institution's low score confirms that its patterns of co-authorship are appropriate and do not suggest the presence of 'honorary' or political authorship practices.
The institution's Z-score of -0.067, while in the low-risk category, is slightly less favorable than the national average of -0.159. This subtle difference points to an incipient vulnerability that warrants review. A wide positive gap can signal that an institution's scientific prestige is dependent on external partners rather than its own structural capacity. While the current risk is low, this signal invites reflection on whether the university's excellence metrics result from its own internal capabilities or from strategic positioning in collaborations where it does not exercise primary intellectual leadership, a potential risk to long-term sustainability.
The university's Z-score of -0.935 is in the very low-risk category, closely aligned with the national score of -1.115. However, the institution's score is marginally higher, representing a form of residual noise in an otherwise inert environment. This means that while risk is minimal, the university is the first to show any signal of this activity. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This minimal signal serves as a reminder to maintain a healthy balance between quantity and quality and to monitor for any potential imbalances that could point to risks like coercive authorship or work fragmentation.
The institution presents a Z-score of -0.268, indicating a very low risk that marks a clear preventive isolation from the national trend, where the risk is medium (Z-score of 0.154). This result is highly positive, showing the university does not replicate the risk dynamics observed in its environment. While in-house journals can be valuable, excessive dependence on them raises conflicts of interest. The university's low score demonstrates a commitment to avoiding academic endogamy and bypassing independent external peer review, thereby ensuring its research undergoes standard competitive validation and enhances its global visibility.
With a Z-score of 2.020, the institution is at a medium-risk level, but this figure demonstrates relative containment when compared to the significant risk seen across the country (Z-score of 2.716). This suggests that although risk signals exist, the university operates with more order than the national average. Massive bibliographic overlap between publications often indicates 'salami slicing,' where a study is fragmented to artificially inflate productivity. The university's medium-risk score is an alert that this practice may be present, which can distort scientific evidence, but its better-than-average performance indicates that some control mechanisms are in place to moderate this behavior.
