| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.124 | -0.785 |
|
Retracted Output
|
-0.099 | 0.056 |
|
Institutional Self-Citation
|
3.435 | 4.357 |
|
Discontinued Journals Output
|
4.461 | 2.278 |
|
Hyperauthored Output
|
-0.913 | -0.684 |
|
Leadership Impact Gap
|
-1.297 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
2.947 | 2.716 |
Vasyl Stefanyk Carpathian National University presents a profile of pronounced contrasts, with an overall integrity score of 0.791 reflecting both significant strengths and critical vulnerabilities. The institution demonstrates exceptional control over risks associated with authorship practices, such as multiple affiliations, hyperprolific authors, and hyper-authorship, and shows outstanding capacity for intellectual leadership. However, these strengths are counterbalanced by significant-risk indicators in institutional self-citation, redundant output, and, most critically, a high rate of publication in discontinued journals. The institution demonstrates notable leadership in specific fields, as evidenced by its SCImago Institutions Rankings data, particularly in Agricultural and Biological Sciences (ranked #1 in Ukraine), Mathematics (#2), and Chemistry (#3). While the institution's specific mission statement was not available for this analysis, the identified high-risk indicators present a potential conflict with the universal academic values of excellence and integrity. These practices can undermine the credibility of its strong research areas. This report offers a strategic roadmap: by addressing the identified vulnerabilities, the University can protect its reputational assets, enhance the global impact of its core research strengths, and fully align its operational practices with a culture of scientific integrity.
The institution's Z-score of -1.124 for multiple affiliations indicates a very low-risk profile, positioning it favorably against the national average of -0.785. This result suggests a consistent and transparent approach to declaring affiliations, aligning well with the low-risk standard observed nationally. The absence of risk signals in this area indicates that the university's collaborative practices are clear and not inflated for strategic credit, reflecting a healthy and legitimate engagement with researcher mobility and partnerships.
With a Z-score of -0.099, the institution maintains a low-risk level for retracted publications, demonstrating notable resilience compared to the medium-risk national context (Z-score: 0.056). This suggests that the university's internal quality control and supervision mechanisms are effectively mitigating the systemic risks present in its environment. While retractions can sometimes signify responsible error correction, the institution's low rate points towards robust pre-publication review processes that successfully prevent the systemic failures or lack of methodological rigor that could otherwise damage its integrity culture.
The institution exhibits a significant-risk Z-score of 3.435 in institutional self-citation, a figure that, while high, shows a degree of control compared to the even more critical national average of 4.357. This attenuated alert suggests that while the university is part of a national trend toward endogamous citation, it is managing the issue with slightly more restraint than its peers. Nonetheless, this high rate signals a potential 'echo chamber' where the institution's work may lack sufficient external scrutiny. It warns of a risk that academic influence is being inflated by internal dynamics rather than validated by the global scientific community, potentially creating an oversized perception of its impact.
The Z-score of 4.461 for publications in discontinued journals is a critical finding, indicating that the institution is amplifying a vulnerability already present in the national system (Z-score: 2.278). This rate constitutes a severe alert regarding the due diligence applied in selecting dissemination channels. A high proportion of scientific production channeled through media that do not meet international ethical or quality standards exposes the institution to severe reputational risks. This suggests an urgent need for information literacy and stricter vetting policies to avoid wasting resources on 'predatory' or low-quality practices that compromise the credibility of its research.
The institution demonstrates a prudent profile regarding hyper-authored output, with a Z-score of -0.913 that is even lower than the national standard of -0.684. This indicates that the university manages its authorship attribution processes with more rigor than its national peers. The data suggests that the institution successfully distinguishes between necessary large-scale collaboration and practices like 'honorary' authorship, thereby upholding individual accountability and transparency in its publications and avoiding the dilution of intellectual contribution.
With a Z-score of -1.297, the institution shows a very low risk in its leadership impact gap, performing significantly better than the low-risk national average of -0.159. This excellent result indicates that the university's scientific prestige is built on a foundation of strong internal capacity and intellectual leadership. Unlike institutions that depend heavily on external partners for impact, these findings suggest that its excellence metrics are structural and sustainable, reflecting a genuine ability to lead and innovate within its research collaborations.
The institution's Z-score of -1.413 signifies a total operational silence regarding hyperprolific authorship, a risk that is virtually non-existent and well below the already minimal national average of -1.115. This exceptional result points to a healthy research culture where productivity is balanced with quality and meaningful intellectual contribution. It suggests the institution effectively prevents dynamics such as coercive authorship or the assignment of credit without real participation, ensuring the integrity of its scientific record is not compromised by a focus on sheer volume.
The institution shows a very low-risk Z-score of -0.268 for output in its own journals, effectively isolating itself from the medium-risk dynamics observed at the national level (Z-score: 0.154). This preventive stance demonstrates strong governance, as the university avoids the potential conflicts of interest and academic endogamy that can arise from over-reliance on in-house publications. By favoring external, independent peer review, the institution enhances the global visibility and competitive validation of its research, steering clear of using internal channels as potential 'fast tracks' for publication.
The institution's Z-score of 2.947 for redundant output represents a global red flag, as it leads the risk metrics in a country already facing a significant challenge in this area (national Z-score: 2.716). This high value alerts to a potential systemic practice of 'salami slicing,' where studies are fragmented into minimal publishable units to artificially inflate productivity. This practice not only distorts the available scientific evidence and overburdens the review system but also signals a culture that may prioritize volume of output over the generation of significant, coherent new knowledge, requiring immediate strategic intervention.
