| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.484 | -0.755 |
|
Retracted Output
|
1.836 | -0.058 |
|
Institutional Self-Citation
|
0.737 | 0.660 |
|
Discontinued Journals Output
|
-0.336 | -0.195 |
|
Hyperauthored Output
|
-0.920 | -0.109 |
|
Leadership Impact Gap
|
-1.474 | 0.400 |
|
Hyperprolific Authors
|
-1.216 | -0.611 |
|
Institutional Journal Output
|
-0.268 | 0.344 |
|
Redundant Output
|
-0.314 | 0.026 |
The University of Life Sciences in Lublin demonstrates a robust overall profile in scientific integrity, with a global risk score of 0.088 indicating a predominantly healthy research ecosystem. The institution's primary strengths lie in its exceptionally low rates of multiple affiliations, hyperprolific authorship, and output in institutional journals, alongside a commendable balance between its overall impact and the impact of research under its direct leadership. These areas significantly outperform national averages, showcasing strong internal governance. However, this solid foundation is contrasted by two critical vulnerabilities: a significant alert regarding the rate of retracted publications and a medium-risk level of institutional self-citation. These findings are particularly relevant given the University's prominent national standing in key thematic areas, including its leadership in Veterinary (ranked 1st in Poland) and its top-tier position in Agricultural and Biological Sciences (ranked 5th in Poland), according to SCImago Institutions Rankings data. While the institution's specific mission was not provided for this analysis, the high rate of retractions poses a direct threat to universal academic values of excellence and social responsibility. To safeguard its well-earned reputation and ensure its scientific contributions remain trusted and impactful, it is recommended that the University leverages its many strengths while urgently implementing a qualitative review of its pre-publication quality control and peer-review processes.
The University of Life Sciences in Lublin presents a Z-score of -1.484, a value indicating very low risk and favorably positioned below the national average of -0.755. This demonstrates a commendable low-profile consistency, where the institution’s complete absence of risk signals in this area is in harmony with the national standard of good practice. While multiple affiliations can be legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit. The University’s score suggests that its collaborative practices are transparent and that it avoids any patterns associated with "affiliation shopping," reinforcing a culture of clear and unambiguous academic contribution.
The institution shows a Z-score of 1.836 in this area, a figure that represents a significant risk and contrasts sharply with the national average of -0.058. This severe discrepancy indicates an atypical level of risk activity that requires a deep and immediate integrity assessment. Retractions are complex events, and while some may result from honest error correction, a rate significantly higher than the global average alerts to a potential vulnerability in the institution's integrity culture. This Z-score suggests that quality control mechanisms prior to publication may be failing systemically, indicating possible recurring malpractice or a lack of methodological rigor that requires urgent qualitative verification by management to protect its scientific credibility.
With a Z-score of 0.737, the University exhibits a medium level of risk, slightly exceeding the national average of 0.660. This result suggests a high exposure, indicating that the institution is more prone to showing alert signals in this area than its national peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this elevated rate could signal a concerning degree of scientific isolation or an "echo chamber" where work is validated without sufficient external scrutiny. This value warns of a potential risk of endogamous impact inflation, suggesting that the institution's academic influence may be partially oversized by internal dynamics rather than broader recognition from the global community.
The University records a Z-score of -0.336, a very low-risk value that is well below the national average of -0.195. This score reflects a low-profile consistency, where the absence of risk signals aligns perfectly with the national standard. Publishing in discontinued journals can be a critical alert regarding due diligence in selecting dissemination channels. The institution's excellent performance here indicates that its researchers are effectively avoiding predatory or low-quality publishing practices, thereby protecting its reputation and ensuring that scientific resources are channeled toward credible and internationally recognized media.
The institution's Z-score for hyper-authored output is -0.920, a low-risk value that is significantly better than the national average of -0.109. This demonstrates a prudent profile, suggesting that the University manages its authorship practices with more rigor than the national standard. Outside of "Big Science" contexts where extensive author lists are normal, high rates can indicate author list inflation, which dilutes individual accountability. The University's low score suggests that its authorship attributions are generally transparent and well-justified, effectively distinguishing between necessary collaboration and potentially problematic "honorary" authorship practices.
The University of Life Sciences in Lublin achieves a Z-score of -1.474, a very low-risk indicator that stands in stark contrast to the medium-risk national average of 0.400. This result signifies a preventive isolation, where the institution successfully avoids the risk dynamics of dependency observed across the country. A wide positive gap can signal that an institution's prestige is reliant on external partners rather than its own capabilities. The University's negative score is a mark of scientific maturity, indicating that its high-impact research is driven by genuine internal capacity and intellectual leadership, ensuring its excellence is both structural and sustainable.
With a Z-score of -1.216, the institution demonstrates a very low risk in this area, performing notably better than the national average of -0.611. This reflects a state of low-profile consistency, where the absence of risk signals aligns with and even exceeds the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of credit without real participation. The University's very low score indicates a healthy balance between productivity and quality, suggesting that authorship is tied to genuine scientific work and avoids dynamics that prioritize metrics over integrity.
The institution records a Z-score of -0.268, a very low-risk value that is significantly healthier than the national average of 0.344, which falls into the medium-risk category. This demonstrates a clear preventive isolation, as the University does not replicate the risk dynamics observed in its environment. While in-house journals can be valuable, excessive dependence on them raises conflict-of-interest concerns and risks academic endogamy. The University's low score indicates that its scientific production overwhelmingly undergoes independent external peer review, ensuring its research is validated by the global community and not confined to internal "fast tracks" that bypass competitive scrutiny.
The University shows a Z-score of -0.314, a low-risk value that contrasts favorably with the national medium-risk average of 0.026. This suggests a strong degree of institutional resilience, as internal control mechanisms appear to be effectively mitigating the systemic risks present in the broader national context. A high rate of bibliographic overlap can indicate "salami slicing," where studies are fragmented to inflate publication counts. The University's low score indicates that its research output prioritizes significant new knowledge over volume, adhering to ethical publication practices that respect the scientific record and the peer-review system.
