| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.579 | -0.785 |
|
Retracted Output
|
0.014 | 0.056 |
|
Institutional Self-Citation
|
1.618 | 4.357 |
|
Discontinued Journals Output
|
4.906 | 2.278 |
|
Hyperauthored Output
|
0.050 | -0.684 |
|
Leadership Impact Gap
|
2.430 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
7.281 | 2.716 |
Bukovinian State Medical University presents a complex scientific integrity profile, with an overall risk score of 1.228 that indicates a performance with notable areas for improvement. The institution demonstrates exceptional strengths in maintaining low rates of hyperprolific authorship, multiple affiliations, and output in institutional journals, suggesting robust internal controls in these specific areas. However, these strengths are offset by critical vulnerabilities, particularly a significant rate of publication in discontinued journals and an alarming level of redundant output (salami slicing). Thematically, the university holds strong national positions according to SCImago Institutions Rankings data, particularly in Medicine (ranking 7th in Ukraine), Biochemistry, Genetics and Molecular Biology (14th), and Mathematics (45th). While a specific mission statement was not localized for this analysis, the identified high-risk practices directly challenge the universal academic values of excellence, integrity, and social responsibility. Addressing these vulnerabilities is crucial, as they risk undermining the credibility of the institution's strong thematic areas. A strategic focus on enhancing publication due diligence and promoting research of greater substance over volume will be essential to align its operational practices with its academic potential.
The institution's Z-score of -1.579 is significantly lower than the national average of -0.785. This demonstrates a highly controlled and transparent approach to academic affiliations, aligning with the national standard while exhibiting even greater rigor. While multiple affiliations can be legitimate, the university's very low rate provides strong assurance against any strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a clear and unambiguous policy on author attribution.
With a Z-score of 0.014, the institution's rate of retractions is slightly lower than the national average of 0.056. This suggests that while the university is not entirely immune to the issues that lead to retractions, its internal quality control and supervision mechanisms appear to manage these complex events more effectively than many of its national peers. This indicates a capacity to moderate a risk that is common in the country, suggesting that its pre-publication review processes, while not perfect, are comparatively robust and may be preventing systemic failures in methodological rigor.
The university's Z-score for self-citation is 1.618, which is considerably lower than the national average of 4.357. This indicates a successful containment of a risk that is otherwise critical across the country. Although the institution shows some signals of internal citation, it operates with far more external validation than the national norm. This demonstrates a healthier integration with the global scientific community and effectively mitigates the risk of creating 'echo chambers' or endogamously inflating its academic impact, a practice that appears much more widespread in its environment.
The institution exhibits a critically high Z-score of 4.906, starkly contrasting with the national average of 2.278. This finding suggests the university is not merely participating in a national vulnerability but is actively amplifying it. Such a high rate indicates a systemic failure in the due diligence applied to selecting dissemination channels, exposing the institution to severe reputational risks associated with 'predatory' or low-quality publishing. This pattern warns that a significant portion of its scientific output is being channeled through media that fail to meet international ethical and quality standards, signaling an urgent need for improved information literacy and stricter publication policies.
With a Z-score of 0.050, the institution shows a moderate tendency towards hyper-authored publications, a notable deviation from the low-risk national average of -0.684. This suggests the university is more sensitive than its peers to practices that can lead to author list inflation. This signal warrants an internal review to distinguish between legitimate, large-scale collaborations and potential 'honorary' authorship practices that could dilute individual accountability and transparency in the attribution of scientific credit.
The university's Z-score of 2.430 reveals a significant gap between its overall publication impact and the impact of research it leads, a pattern that deviates from the national average of -0.159. This suggests a greater-than-average reliance on external partners for achieving high-impact results. This dynamic points to a potential sustainability risk, where the institution's scientific prestige may be more dependent and exogenous rather than being built upon its own structural capacity. It invites a strategic reflection on whether its excellence metrics are the result of genuine internal capabilities or a consequence of strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of -1.413 is even lower than the already minimal national average of -1.115, indicating a complete operational silence in this risk area. This exceptional result is a strong positive signal of a healthy research culture. It demonstrates that the university effectively avoids the risks associated with extreme individual publication volumes, such as coercive authorship or imbalances between quantity and quality, thereby prioritizing meaningful intellectual contribution over the simple inflation of output metrics.
With a Z-score of -0.268, the university shows a negligible rate of publication in its own journals, a stark contrast to the moderate-risk national average of 0.154. This demonstrates a preventive isolation from a risk dynamic present in its environment. By prioritizing external, independent peer review, the institution avoids potential conflicts of interest and academic endogamy. This commitment to global validation channels enhances its visibility and reinforces the credibility of its research, steering clear of using internal journals as potential 'fast tracks' for publication.
This indicator is a global red flag, with the institution's Z-score reaching a critical 7.281, far surpassing the already high national average of 2.716. This result shows that the university is a leader in a highly compromised national context for this specific risk. The extremely high value points towards a systemic practice of 'salami slicing,' where coherent studies are fragmented into minimal publishable units to artificially inflate productivity. This practice not only distorts the scientific evidence base and overburdens the review system but also signals a culture that may prioritize volume metrics over the generation of significant, impactful knowledge.
