| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.255 | -0.785 |
|
Retracted Output
|
-0.043 | 0.056 |
|
Institutional Self-Citation
|
3.451 | 4.357 |
|
Discontinued Journals Output
|
2.100 | 2.278 |
|
Hyperauthored Output
|
-0.440 | -0.684 |
|
Leadership Impact Gap
|
-0.574 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
-1.186 | 2.716 |
Polissia National University demonstrates a robust overall integrity profile, marked by a low aggregate risk score of 0.176. The institution's primary strengths lie in its exceptional control over research practices that are challenging at a national level, particularly in preventing redundant publications, hyperprolific authorship, and excessive reliance on institutional journals. These areas of very low risk indicate strong internal governance and a culture of scientific responsibility. However, this positive outlook is contrasted by significant risk in institutional self-citation and a medium risk associated with publishing in discontinued journals, which require strategic attention. According to SCImago Institutions Rankings data, the university's academic strengths are most prominent in Economics, Econometrics and Finance; Agricultural and Biological Sciences; and Business, Management and Accounting. While the institution's specific mission was not available for this analysis, the identified risks, especially the potential for endogamous impact inflation, could challenge the universal academic values of excellence and social responsibility. By leveraging its clear governance strengths to address these specific vulnerabilities, the university is well-positioned to further solidify its reputation for scientific integrity and enhance its global impact.
The university's Z-score of -1.255 indicates a very low risk, which is even lower than the national average of -0.785. This demonstrates a low-profile consistency, where the institution's complete absence of risk signals in this area aligns with the generally low-risk standard in the country. This score suggests that affiliations are managed with clarity and transparency, avoiding patterns that could be interpreted as strategic attempts to inflate institutional credit or "affiliation shopping." The university's performance reflects a straightforward and legitimate approach to collaborative work, reinforcing the integrity of its institutional partnerships.
With a Z-score of -0.043, the institution maintains a low-risk profile, standing in contrast to the medium-risk environment at the national level (Z-score of 0.056). This disparity points to a notable institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks observed across the country. Retractions can be complex, but a low score like this suggests that the university's pre-publication quality control and supervision mechanisms are effective. This performance indicates a healthy integrity culture that minimizes the likelihood of recurring malpractice or a lack of methodological rigor, thereby protecting its scientific record.
The university presents a Z-score of 3.451 in this area, which, while indicating a significant risk, demonstrates more control compared to the critical national average of 4.357. This suggests an attenuated alert; the institution is part of a widespread national dynamic of high self-citation but manages to moderate this trend more effectively than its peers. A certain level of self-citation is natural and reflects the continuity of established research lines. Nonetheless, this disproportionately high rate signals a concerning risk of scientific isolation or an "echo chamber" where the institution validates its own work without sufficient external scrutiny. The current value, though lower than the country's average, still warns of the potential for endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global community.
The institution's Z-score of 2.100 places it in the medium-risk category, slightly below the national average of 2.278. This indicates a differentiated management approach, where the university moderates a risk that appears to be common throughout the country, though it remains an area of concern. A high proportion of publications in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a portion of the university's 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 enhance information literacy among its researchers to avoid wasting resources on "predatory" or low-quality practices.
The university's Z-score of -0.440 is in the low-risk range but is slightly higher than the national average of -0.684. This suggests an incipient vulnerability, as the institution shows minor signals of risk that warrant review before they potentially escalate. While extensive author lists are legitimate in "Big Science," a rising trend outside these contexts can indicate author list inflation, which dilutes individual accountability. This indicator serves as a signal to proactively ensure that authorship practices remain transparent and are based on meaningful contributions, distinguishing necessary collaboration from "honorary" authorship.
With a Z-score of -0.574, the institution exhibits a prudent profile, managing its research leadership with more rigor than the national standard (Z-score of -0.159). This negative gap indicates that the impact of research led by the institution is higher than its overall average impact, a sign of strong internal capacity and intellectual leadership. This performance counters the risk of dependency on external partners for prestige, demonstrating that the university's excellence metrics are the result of genuine, structural capabilities rather than just strategic positioning in collaborations led by others.
The university's Z-score of -1.413 signifies a total absence of risk, a performance that is even stronger than the country's very low-risk average of -1.115. This state of total operational silence reflects an environment where publication volumes remain within credible and sustainable limits. The data confirms the institution is not exposed to risks associated with hyperprolificacy, such as coercive authorship or the assignment of authorship without real participation. This focus on meaningful intellectual contribution over sheer volume reinforces the integrity of the university's scientific record and promotes a healthy balance between quantity and quality.
The institution shows a Z-score of -0.268, indicating a very low risk, which is a significant positive deviation from the medium-risk national context (Z-score of 0.154). This reflects a state of preventive isolation, where the university does not replicate the risk dynamics commonly observed in its environment. By avoiding excessive dependence on its own journals, the institution mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, which enhances its global visibility and confirms its commitment to competitive, merit-based validation rather than using internal channels as "fast tracks" for publication.
With a Z-score of -1.186, the institution demonstrates a complete absence of risk in this indicator, a stark contrast to the significant risk level observed nationally (Z-score of 2.716). This environmental disconnection highlights that the university maintains robust internal governance independent of the country's situation, effectively preventing practices of data fragmentation. While citing previous work is necessary for cumulative knowledge, the university's low score confirms it avoids the problematic practice of "salami slicing," where a single study is divided into minimal publishable units to artificially inflate productivity. This commitment to publishing complete and significant findings strengthens the integrity of its scientific record and avoids overburdening the peer review system.