| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.895 | -0.785 |
|
Retracted Output
|
-0.080 | 0.056 |
|
Institutional Self-Citation
|
5.553 | 4.357 |
|
Discontinued Journals Output
|
1.788 | 2.278 |
|
Hyperauthored Output
|
-1.241 | -0.684 |
|
Leadership Impact Gap
|
0.478 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
1.752 | 2.716 |
Oles Honchar Dnipro National University presents a profile of notable strengths in research integrity, contrasted with specific, high-priority areas for strategic intervention. With an overall score of 0.403, the institution demonstrates a solid foundation, particularly in maintaining very low-risk levels for multiple affiliations, hyper-authored output, hyperprolific authors, and publication in institutional journals. These strengths are complemented by a capacity to mitigate national risk trends in retracted output and redundant publications. However, this positive performance is critically challenged by a significant rate of institutional self-citation and a medium-risk dependency on external collaborations for research impact. The university's academic strengths are evident in its national standing, with SCImago Institutions Rankings placing it in the top 10 for Earth and Planetary Sciences and Pharmacology, Toxicology and Pharmaceutics, and strong positions in Biochemistry, Genetics and Molecular Biology. While the institution's specific mission was not localized for this report, the identified risk of high self-citation directly conflicts with the universal academic values of excellence and social responsibility. This practice risks creating an 'echo chamber' that undermines the pursuit of externally validated, globally recognized knowledge. By addressing these specific vulnerabilities, the University can leverage its considerable strengths to enhance its scientific integrity and solidify its reputation as a leading national institution.
The institution shows a Z-score of -0.895, positioning it favorably against the national average of -0.785. This result indicates a very low-risk profile that is consistent with the low-risk environment observed nationally. The complete absence of concerning signals in this area suggests that the university's affiliation practices are transparent and well-governed, aligning perfectly with national standards and avoiding any suggestion of strategic manipulation to inflate institutional credit.
With a Z-score of -0.080, the institution maintains a low-risk profile, which is particularly noteworthy when compared to the medium-risk national average of 0.056. This demonstrates institutional resilience, suggesting that internal quality control mechanisms are effectively mitigating systemic risks present in the wider national context. While retractions can sometimes signify responsible error correction, the university’s low rate indicates that its pre-publication review processes are robust, preventing the systemic failures or recurring malpractice that a higher score might suggest and reinforcing a strong culture of integrity.
The institution's Z-score of 5.553 is a critical alert, substantially exceeding the already significant national average of 4.357. This finding represents a global red flag, as the university not only reflects a compromised national environment but actively leads this high-risk metric. A certain level of self-citation is natural, but these disproportionately high rates signal a concerning scientific isolation or an 'echo chamber' where work is validated without sufficient external scrutiny. This practice creates a severe risk of endogamous impact inflation, suggesting the institution's academic influence may be oversized by internal dynamics rather than recognition from the global community, demanding an urgent strategic review.
The institution presents a Z-score of 1.788, a medium-risk value that is nevertheless more controlled than the national average of 2.278. This reflects a differentiated management approach, where the university successfully moderates a risk that appears more common across the country. However, a medium-risk score still constitutes an alert regarding due diligence in selecting dissemination channels. It indicates that a portion of its scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and suggesting a need to reinforce information literacy to avoid predatory or low-quality practices.
The institution demonstrates an exceptionally low-risk profile with a Z-score of -1.241, well below the national average of -0.684. This absence of risk signals is consistent with the national standard, indicating that authorship practices are well-regulated. The data confirms that the university's research culture successfully distinguishes between necessary massive collaboration and potential 'honorary' or political authorship, thereby maintaining high standards of individual accountability and transparency in its publications.
The institution's Z-score of 0.478 places it at a medium-risk level, representing a moderate deviation from the low-risk national average of -0.159. This suggests the university is more sensitive to this risk factor than its national peers. The positive gap indicates that its overall scientific prestige may be dependent on external partners rather than being structurally generated from within. This finding invites a strategic reflection on whether the institution's excellence metrics result from its own internal capacity and intellectual leadership or from a strategic positioning in collaborations where it does not play a leading role, posing a potential risk to long-term research sustainability.
With a Z-score of -1.413, the institution shows a complete absence of risk signals, performing even better than the very low national average of -1.115. This state of total operational silence indicates a healthy and balanced research environment. By effectively avoiding extreme individual publication volumes, the university mitigates the risks of coercive authorship, data fragmentation, or authorship assignment without real participation. This reinforces a culture that prioritizes the integrity of the scientific record and meaningful intellectual contributions over the pursuit of inflated productivity metrics.
The institution has a Z-score of -0.268, indicating a very low risk, which contrasts sharply with the medium-risk national average of 0.154. This demonstrates a clear preventive isolation, where the university chooses not to replicate the risk dynamics observed in its environment. By minimizing its dependence on in-house journals, the institution avoids potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, enhancing its global visibility and upholding competitive validation standards.
The institution's Z-score of 1.752 signifies a medium level of risk, yet this represents a state of relative containment when compared to the significant-risk national average of 2.716. Although alert signals are present, this indicates that the university operates with more control than its national context. Nonetheless, a medium value warns of potential data fragmentation or 'salami slicing,' where studies might be divided into minimal publishable units to artificially inflate productivity. This practice can distort the scientific evidence base and warrants a review of publication guidelines to ensure that research is communicated with a focus on significant new knowledge rather than volume.