| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.003 | -0.785 |
|
Retracted Output
|
-0.052 | 0.056 |
|
Institutional Self-Citation
|
4.320 | 4.357 |
|
Discontinued Journals Output
|
2.373 | 2.278 |
|
Hyperauthored Output
|
0.239 | -0.684 |
|
Leadership Impact Gap
|
0.448 | -0.159 |
|
Hyperprolific Authors
|
-0.205 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
11.511 | 2.716 |
Chernivtsi National University presents a complex scientific integrity profile, with an overall risk score of 1.237. The institution demonstrates notable strengths in specific areas of research governance, particularly in its minimal reliance on institutional journals and effective management of publication retractions, which outperform national trends. However, these positive aspects are overshadowed by critical vulnerabilities that require immediate strategic attention. The most severe risks are concentrated in the areas of redundant publication (salami slicing) and institutional self-citation, where the university not only reflects but significantly amplifies problematic national patterns. These practices directly challenge the core academic mission of pursuing excellence and social responsibility, suggesting a potential misalignment where the drive for quantitative output may be compromising the quality and integrity of the scientific record. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Agricultural and Biological Sciences, Chemistry, Physics and Astronomy, and Economics, Econometrics and Finance. To safeguard and enhance its reputation in these key fields, it is imperative that the institution leverages its governance strengths to implement robust corrective measures against the identified high-risk behaviors, thereby ensuring its research contributions are both impactful and unimpeachable.
With a Z-score of -0.003, the institution's rate of multiple affiliations is slightly higher than the national average of -0.785, though both remain at a low-risk level. This subtle difference suggests an incipient vulnerability, indicating that the university shows early signals of this activity that warrant review before they escalate. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this slight uptick compared to the national baseline should be monitored to ensure it reflects genuine collaboration rather than strategic attempts to inflate institutional credit or "affiliation shopping."
The institution demonstrates significant institutional resilience in managing its publication quality, with a Z-score of -0.052, placing it in a low-risk category. This performance is notably stronger than the national average of 0.056, which falls into a medium-risk zone. This contrast suggests that the university's internal control mechanisms are effectively mitigating systemic risks that are more prevalent across the country. This low rate, far from being a sign of weakness, signifies responsible supervision and a robust integrity culture, indicating that quality control processes are successfully preventing the kind of recurring malpractice or lack of methodological rigor that a higher national rate might imply.
The university's Z-score for institutional self-citation is 4.320, a value that is almost identical to the national average of 4.357 and places both at a significant risk level. This alignment indicates that the institution is immersed in a generalized and critical risk dynamic that is characteristic of the national system. 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 shared practice warns of a systemic risk of endogamous impact inflation, suggesting that the institution's academic influence—along with that of its national peers—may be oversized by internal dynamics rather than by recognition from the global community.
With a Z-score of 2.373, the institution shows a medium-risk level for publishing in discontinued journals, a figure slightly above the national average of 2.278. This indicates a high exposure to this risk, suggesting the university is more prone to this issue than its environment average. A high proportion of publications in such journals constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. This elevated score indicates that a significant portion of scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks and highlighting an urgent need for improved information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution exhibits a moderate deviation from the national norm regarding hyper-authored publications, with a Z-score of 0.239 (medium risk) compared to the country's low-risk average of -0.684. This discrepancy suggests the university has a greater sensitivity to this risk factor than its peers. Outside of "Big Science" contexts where extensive author lists are legitimate, this pattern can indicate author list inflation, which dilutes individual accountability and transparency. This signal serves as a prompt for the institution to distinguish between necessary massive collaboration and potentially problematic 'honorary' or political authorship practices that may be occurring at a higher rate than elsewhere in the country.
A moderate deviation is observed in the institution's impact gap, with a Z-score of 0.448 (medium risk) that contrasts with the low-risk national average of -0.159. This indicates that the university shows greater sensitivity than its peers to risks associated with dependency on external collaboration for impact. A wide positive gap, as suggested by this score, signals a potential sustainability risk where the institution's scientific prestige may be overly dependent and exogenous, rather than structural. This finding invites reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The institution's Z-score of -0.205 for hyperprolific authors, while in the low-risk category, marks a slight divergence from the very low-risk national average of -1.115. This indicates that the university is beginning to show signals of risk activity that are largely absent in the rest of the country. Although the current level is not alarming, it warrants attention. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and this early signal alerts to potential imbalances between quantity and quality. It points to nascent risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The university demonstrates exemplary preventive isolation from a common national risk, with a Z-score of -0.268 (very low risk) for output in its own journals, in stark contrast to the country's medium-risk average of 0.154. This performance is a key strength, showing that the institution does not replicate the risk dynamics observed in its environment. By avoiding excessive dependence on in-house journals, the university effectively sidesteps potential conflicts of interest and academic endogamy. This practice ensures its scientific production is subjected to independent external peer review, thereby limiting the use of internal channels as 'fast tracks' for publication and enhancing its global visibility and credibility.
The institution's Z-score of 11.511 for redundant output represents a global red flag and the most severe risk in its profile. This value is dramatically higher than the national average of 2.716, indicating that the university leads this negative metric in a country already highly compromised by this issue. Such an extreme value alerts to a deeply embedded practice of dividing coherent studies into minimal publishable units to artificially inflate productivity, also known as 'salami slicing.' This behavior severely distorts the available scientific evidence, overburdens the peer review system, and signals a culture that prioritizes volume over the generation of significant new knowledge, requiring urgent and decisive intervention from leadership.
