| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.477 | -0.785 |
|
Retracted Output
|
0.145 | 0.056 |
|
Institutional Self-Citation
|
4.686 | 4.357 |
|
Discontinued Journals Output
|
3.519 | 2.278 |
|
Hyperauthored Output
|
-0.798 | -0.684 |
|
Leadership Impact Gap
|
-1.929 | -0.159 |
|
Hyperprolific Authors
|
-1.413 | -1.115 |
|
Institutional Journal Output
|
-0.268 | 0.154 |
|
Redundant Output
|
-0.361 | 2.716 |
Lutsk National Technical University presents a profile of pronounced contrasts, with an overall integrity score of 0.512 reflecting both areas of exemplary governance and significant vulnerabilities. The institution demonstrates exceptional control over practices such as hyperprolific authorship, the impact gap, and output in institutional journals, where its performance is notably stronger than the national average. These strengths suggest robust internal policies that effectively mitigate common systemic risks. However, this positive performance is counterbalanced by critical alerts in the rates of institutional self-citation and publication in discontinued journals, which are not only high in absolute terms but also exceed the already elevated national benchmarks. These specific weaknesses point to potential issues with academic endogamy and due diligence in publication strategies. According to SCImago Institutions Rankings data, the university's strongest thematic areas nationally include Social Sciences (ranked 13th), Engineering (18th), and Agricultural and Biological Sciences (23rd). While the institution's mission statement was not available for this analysis, the identified risks of insular impact validation and association with low-quality publication channels are fundamentally at odds with the universal academic goals of achieving excellence and upholding social responsibility. To secure its reputation and the credibility of its research, the university is advised to leverage its demonstrated strengths in governance to implement targeted reforms in the identified high-risk areas, thereby fostering a more resilient and globally integrated culture of scientific integrity.
The institution's Z-score of -1.477 is significantly lower than the national average of -0.785. This indicates a very low-risk profile that is consistent with, and even exceeds, the low-risk standard observed nationally. The complete absence of problematic signals in this area suggests that the university's affiliations are managed with clarity and transparency. While multiple affiliations can sometimes be used to inflate institutional credit, the data here points to legitimate and well-regulated collaborative practices, reflecting a stable and non-opportunistic approach to academic partnerships.
With a Z-score of 0.145, the institution's rate of retractions is higher than the national average of 0.056, placing both at a medium-risk level. This moderate deviation suggests the university is more exposed to the factors leading to retractions than its national peers. Retractions can be complex, sometimes stemming from honest corrections. However, a rate that surpasses the national baseline warrants a closer look, as it may indicate that pre-publication quality control mechanisms are failing more frequently than elsewhere, potentially signaling a vulnerability in the institution's integrity culture that requires qualitative review by management.
The institution exhibits a critical risk with a Z-score of 4.686, which is notably higher than the already significant national average of 4.357. This positions the university as a global red flag, leading this adverse metric within a country already facing challenges in this area. While some self-citation is normal, such a disproportionately high rate signals a profound scientific isolation or an 'echo chamber' where work is validated internally without sufficient external scrutiny. This practice creates a severe risk of endogamous impact inflation, suggesting the institution's perceived academic influence is dangerously oversized by internal dynamics rather than genuine recognition from the global scientific community.
The university's Z-score of 3.519 represents a significant risk, sharply accentuating the medium-risk vulnerability already present in the national system (Z-score of 2.278). This finding indicates that the institution is amplifying a problematic national trend, channeling a significant portion of its research into media that fail to meet international ethical or quality standards. This practice constitutes a critical alert regarding due diligence in selecting publication venues, exposing the institution to severe reputational damage and suggesting an urgent need to improve information literacy among its researchers to avoid wasting resources on 'predatory' or low-integrity platforms.
The institution's Z-score of -0.798 is slightly lower than the national average of -0.684, reflecting a prudent and well-managed approach to authorship. This low-risk profile suggests that the university manages its collaborative processes with more rigor than the national standard. The data indicates a healthy distinction between necessary large-scale collaboration and practices like 'honorary' authorship, reinforcing that author lists are generally a transparent reflection of meaningful contributions and individual accountability.
With a Z-score of -1.929, the institution demonstrates a very low-risk profile, performing significantly better than the national average of -0.159. This absence of a significant gap is a strong positive signal, aligning with national standards of good practice. It indicates that the university's scientific prestige is not dependent on external partners but is structurally generated by research where its own members exercise intellectual leadership. This reflects a high degree of internal capacity and sustainable, self-reliant academic excellence.
The institution's Z-score of -1.413 is exceptionally low, indicating a complete absence of risk signals and falling even below the very low national average of -1.115. This state of total operational silence is exemplary. It suggests that the university fosters a research environment where the balance between quantity and quality is well-maintained, effectively preventing practices such as coercive authorship or the assignment of credit without real participation. This metric points to a culture that prioritizes the integrity of the scientific record over the simple inflation of publication metrics.
The institution shows a Z-score of -0.268, a very low-risk value that contrasts sharply with the medium-risk national average of 0.154. This demonstrates a form of preventive isolation, where the university successfully avoids the risk dynamics of academic endogamy observed elsewhere in the country. By not depending on its own journals for dissemination, the institution ensures its scientific production undergoes independent external peer review. This choice enhances global visibility and confirms a commitment to competitive validation rather than using internal channels as potential 'fast tracks' for publication.
The institution's Z-score of -0.361 places it in the low-risk category, a stark contrast to the significant risk level seen at the national level (Z-score of 2.716). This remarkable difference suggests the institution acts as an effective filter, serving as a firewall against the widespread national practice of 'salami slicing.' The data indicates strong editorial and ethical oversight, where researchers are encouraged to produce coherent, significant studies rather than fragmenting their work into minimal units to artificially inflate productivity, thereby protecting the integrity of the scientific record.
