| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.921 | -0.785 |
|
Retracted Output
|
-0.071 | 0.056 |
|
Institutional Self-Citation
|
4.575 | 4.357 |
|
Discontinued Journals Output
|
1.353 | 2.278 |
|
Hyperauthored Output
|
-0.785 | -0.684 |
|
Leadership Impact Gap
|
0.790 | -0.159 |
|
Hyperprolific Authors
|
-1.186 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
2.515 | 2.716 |
Uzhhorod National University presents a complex integrity profile, with an overall score of 0.366 reflecting a combination of significant strengths in governance and critical vulnerabilities in citation and publication practices. The institution demonstrates exceptional control over individual author behaviors, with very low risk in the rates of hyperprolific authors, multiple affiliations, and output in its own journals. However, these strengths are counterbalanced by a significant risk in institutional self-citation, which exceeds the already high national average, and medium-level risks in redundant output and reliance on external collaborations for impact. According to SCImago Institutions Rankings data, the university's key thematic strengths lie in Arts and Humanities (ranked 8th in Ukraine), Chemistry (9th), Medicine (16th), and Energy (17th). While a specific mission statement was not available for analysis, the identified risks, particularly the insular citation patterns, pose a direct challenge to the universal academic mission of pursuing excellence and contributing to the global body of knowledge. Addressing these vulnerabilities is crucial to ensure that the institution's perceived impact is a true reflection of its research quality and to fully leverage its disciplinary strengths on the international stage. A strategic focus on promoting external validation and diversifying impact sources will be essential for sustainable growth and reinforcing its commitment to scientific integrity.
The institution exhibits a Z-score of -0.921, positioning it in a very low-risk category and favorably below the national average of -0.785. This demonstrates a healthy consistency with the low-risk national environment, indicating that the university's affiliation practices are transparent and well-governed. The absence of risk signals suggests that the institution effectively avoids strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a culture of clear and legitimate collaboration.
With a Z-score of -0.071, the institution maintains a low-risk profile, which contrasts sharply with the medium-risk national average of 0.056. This suggests a notable degree of institutional resilience, where internal quality control and supervision mechanisms appear to be successfully mitigating systemic risks that are more prevalent across the country. This proactive stance helps prevent the publication of work with serious flaws, signaling that the university's pre-publication integrity checks are more robust than the national standard.
The institution's Z-score of 4.575 is a critical finding, placing it in the significant risk category and, more alarmingly, surpassing the already high national average of 4.357. This constitutes a major red flag, indicating that the university not only participates in but also leads a national dynamic of compromised citation practices. Such a disproportionately high rate signals a severe risk of an 'echo chamber,' where the institution's work is validated internally rather than by the broader scientific community. This pattern of endogamous impact inflation suggests that the institution's academic influence may be artificially oversized by internal dynamics, a critical vulnerability that requires an urgent review of citation policies and research evaluation criteria.
The university's Z-score of 1.353 places it at a medium risk level, yet this figure demonstrates differentiated management as it is considerably lower than the national average of 2.278. This indicates that the institution moderates a risk that is more common nationally, suggesting more effective oversight in selecting publication venues. However, a medium-risk score still constitutes an alert, as it implies that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to reputational risks and highlights a need to further strengthen information literacy and due diligence processes among its researchers.
With a Z-score of -0.785, the institution displays a prudent, low-risk profile that is even more rigorous than the national standard (-0.684). This demonstrates sound management of authorship practices and a research culture that values transparency and accountability. The low score indicates that the university successfully distinguishes between necessary large-scale collaboration and questionable practices like author list inflation or 'honorary' authorships, thereby safeguarding the principle of meaningful contribution.
The institution presents a Z-score of 0.790, a medium-risk value that marks a moderate deviation from the low-risk national standard of -0.159. This gap suggests the university is more sensitive than its peers to a specific risk: its overall scientific prestige may be overly dependent on external collaborations where it does not exercise intellectual leadership. This signals a potential sustainability risk, inviting reflection on whether its high-impact metrics are derived from genuine internal capacity or from strategic positioning in partnerships where its role is secondary.
The institution's Z-score of -1.186 is exceptionally low, indicating a complete absence of risk signals in this area, even when compared to the very low national average of -1.115. This total operational silence points to a well-balanced academic environment where the integrity of the scientific record is prioritized over sheer volume. It reflects a culture that effectively discourages practices such as coercive authorship or assigning credit without substantive intellectual contribution, ensuring that productivity remains aligned with high-quality research.
With a Z-score of -0.268, the institution demonstrates a very low reliance on its own journals, a practice that constitutes a form of preventive isolation from the medium-risk dynamics observed nationally (0.154). This commitment to external publication channels is a sign of institutional maturity, as it avoids potential conflicts of interest and the risk of academic endogamy. By seeking independent, external peer review, the university enhances the global visibility and credibility of its research, steering clear of using internal journals as potential 'fast tracks' for publication without standard competitive validation.
The institution's Z-score of 2.515 indicates a medium level of risk, but this represents a state of relative containment when compared to the significant-risk national average of 2.716. While the score suggests that the practice of fragmenting studies into 'minimal publishable units' to inflate productivity exists, the university appears to manage this issue with more control than its national peers. Nonetheless, this practice still risks distorting the available scientific evidence and overburdens the review system, warranting a review of publication guidelines to encourage more impactful, coherent research contributions.