| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.698 | -0.785 |
|
Retracted Output
|
-0.324 | 0.056 |
|
Institutional Self-Citation
|
6.538 | 4.357 |
|
Discontinued Journals Output
|
1.529 | 2.278 |
|
Hyperauthored Output
|
-0.875 | -0.684 |
|
Leadership Impact Gap
|
-1.253 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
-0.282 | 2.716 |
Kryvyi Rih National University presents a profile of notable strengths in research integrity alongside specific, critical areas requiring strategic intervention. With an overall integrity score of 0.317, the institution demonstrates exceptional control over practices such as redundant output, publication in institutional journals, and hyperprolific authorship, often acting as a firewall against less favorable national trends. These strengths provide a solid foundation for its academic mission. The university's strong positioning in the SCImago Institutions Rankings, particularly in Environmental Science (ranked 4th in Ukraine), Earth and Planetary Sciences (7th), and Energy (10th), highlights its capacity for impactful research. However, this capacity is threatened by a significant-risk level in Institutional Self-Citation, which is more pronounced than the national average. This practice risks creating an academic 'echo chamber,' which could undermine the mission to train "competitive specialists" by limiting their exposure to global scientific discourse. To fully realize its vision, the university should leverage its robust governance in other areas to implement targeted policies that encourage broader external engagement and citation, thereby ensuring its contributions to society are both internally sound and globally recognized.
The institution's Z-score of 0.698 for this indicator shows a moderate deviation from the national standard, which has a Z-score of -0.785. This suggests the university is more sensitive to risk factors related to affiliation practices than its peers across the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the higher rate at the institution warrants a review to ensure that all declared affiliations correspond to substantive collaborations and are not being used as a strategic attempt to inflate institutional credit or engage in “affiliation shopping.”
The university demonstrates institutional resilience in its quality control mechanisms, with a Z-score of -0.324, which is well below the country's medium-risk average of 0.056. This performance suggests that the institution's control mechanisms are effective in mitigating the systemic risks that may be present at the national level. A low rate of retractions is a positive signal, indicating that the university's pre-publication review processes are robust and that its integrity culture successfully prevents the kind of recurring malpractice or lack of methodological rigor that can lead to systemic failures.
This indicator presents a global red flag and is the most critical area for attention. The institution's Z-score of 6.538 is not only in the significant risk category but also substantially exceeds the already high national average of 4.357. This suggests the university leads in a risk metric within a country already highly compromised in this area. A certain level of self-citation is natural, but this disproportionately high rate signals a concerning scientific isolation or an 'echo chamber.' This practice carries a high risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community, demanding an urgent review of citation patterns.
The institution shows evidence of differentiated management regarding publication channels, with a Z-score of 1.529, which is lower than the national average of 2.278. Although a medium-risk signal is present, this performance indicates that the university is successfully moderating a risk that appears more common across the country. This is a critical area for continued focus, as a high proportion of output in journals that do not meet international ethical or quality standards can expose the institution to severe reputational risks. Further strengthening information literacy for researchers is essential to avoid channeling resources into 'predatory' or low-quality practices.
With a Z-score of -0.875, the university maintains a prudent profile in its authorship practices, demonstrating more rigor than the national standard (-0.684). This low rate indicates a healthy and controlled approach to author lists, suggesting that authorship is typically assigned based on legitimate and transparent collaboration. This performance effectively mitigates the risk of author list inflation, which can dilute individual accountability and obscure true contributions through 'honorary' or political authorship practices.
The university exhibits low-profile consistency, with a Z-score of -1.253, indicating an absence of risk signals that aligns with the low-risk national standard (-0.159). This strong performance suggests that the institution's scientific prestige is structural and sustainable, built upon its own internal capacity. The minimal gap between its overall impact and the impact of research it leads confirms that its excellence metrics result from genuine intellectual leadership, rather than a dependency on external partners where it does not hold a primary role.
In this domain, the institution shows total operational silence, with a Z-score of -1.413 that indicates an absence of risk signals even below the very low national average (-1.115). This result points to a well-balanced academic environment where productivity is not prioritized to an extreme. It suggests the university is free from the potential imbalances between quantity and quality that can arise from hyperprolificacy, such as coercive authorship, data fragmentation, or the assignment of authorship without meaningful intellectual participation.
The university demonstrates a clear case of preventive isolation, with a Z-score of -0.268 placing it in the very low-risk category, in sharp contrast to the medium-risk national average of 0.154. This indicates the institution does not replicate the risk dynamics observed in its environment. By avoiding excessive dependence on its in-house journals, the university effectively sidesteps potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production undergoes independent external peer review and maintains the potential for global visibility.
The institution functions as an effective filter against a practice that poses a significant risk at the national level. The university's low-risk Z-score of -0.282 is a testament to its robust integrity controls, especially when compared to the country's critical Z-score of 2.716. This strong divergence shows a clear commitment to prioritizing significant new knowledge over artificial productivity. By preventing the fragmentation of studies into 'minimal publishable units,' the university upholds the integrity of the scientific record and avoids overburdening the peer-review system.
