| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.467 | -0.253 |
|
Retracted Output
|
0.108 | 0.054 |
|
Institutional Self-Citation
|
0.279 | 0.155 |
|
Discontinued Journals Output
|
-0.253 | -0.195 |
|
Hyperauthored Output
|
-0.414 | 0.622 |
|
Leadership Impact Gap
|
-0.676 | 0.371 |
|
Hyperprolific Authors
|
-0.690 | 0.402 |
|
Institutional Journal Output
|
-0.268 | -0.260 |
|
Redundant Output
|
0.592 | 0.506 |
The University of Patras demonstrates a robust and generally sound scientific integrity profile, with an overall score of -0.172 that reflects a solid foundation with specific, identifiable areas for strategic enhancement. The institution's primary strengths lie in its resilience against systemic national risks, particularly in maintaining low rates of hyper-authored output, hyperprolific authors, and impact dependency, showcasing strong internal governance. These strengths are complemented by a prudent management of affiliations and publication channels. However, areas requiring attention include a higher-than-average exposure to retractions, institutional self-citation, and redundant output. These vulnerabilities contrast with the university's outstanding thematic leadership, as evidenced by its top national rankings in the SCImago Institutions Rankings, particularly in Engineering, Physics and Astronomy, and Business, Management and Accounting. This academic excellence directly aligns with its mission to support Greece's economic development through science and technology. To fully realize this mission, it is crucial to address the identified integrity risks, as practices like insular citation or fragmented publications could undermine the perceived quality and real-world impact of its excellent research. By leveraging its clear governance strengths to mitigate these specific vulnerabilities, the University of Patras can further solidify its position as a national leader committed to both academic excellence and unimpeachable scientific integrity.
The institution presents a Z-score of -0.467, which is lower than the national average of -0.253. This indicates a prudent and well-managed approach to author affiliations that is more rigorous than the national standard. While multiple affiliations often arise legitimately from researcher mobility or partnerships, the university's controlled rate suggests it effectively avoids strategic "affiliation shopping" designed to artificially inflate institutional credit, thereby ensuring transparency and clarity in its collaborative footprint.
With a Z-score of 0.108, the institution's rate of retractions is higher than the national average of 0.054, suggesting a greater exposure to the underlying causes of such events. Retractions can be complex, sometimes resulting from the responsible correction of honest errors. However, a rate that exceeds the national benchmark serves as an alert that pre-publication quality control mechanisms may be facing systemic challenges. This vulnerability in the institution's integrity culture points to a potential for recurring malpractice or a lack of methodological rigor that warrants immediate qualitative verification by management to safeguard its scientific reputation.
The institution's Z-score for self-citation is 0.279, notably higher than the national average of 0.155. This signals a greater propensity for internal citation patterns compared to its national peers. Although a certain degree of self-citation is natural in consolidating research lines, this elevated rate warns of a potential for scientific isolation or the formation of 'echo chambers.' This high exposure to endogamous impact inflation suggests that the institution's academic influence might be oversized by internal dynamics rather than validated by broader recognition from the global scientific community.
The institution demonstrates a Z-score of -0.253, which is below the national average of -0.195. This reflects a more rigorous and prudent profile in the selection of publication venues compared to the national standard. A sporadic presence in such journals can occur, but the university's lower rate indicates strong due diligence. This careful selection of dissemination channels protects the institution from the severe reputational risks associated with 'predatory' or low-quality publishing and ensures that research efforts are channeled through credible and impactful media.
The institution's Z-score of -0.414 contrasts sharply with the national average of 0.622. This demonstrates significant institutional resilience, as the university's control mechanisms appear to effectively mitigate a risk that is more pronounced at the national level. In fields outside of 'Big Science,' where extensive author lists are not standard, a high rate can indicate author list inflation. The university's low score suggests it successfully upholds individual accountability and transparency, effectively filtering out practices like 'honorary' authorship that are more common in its environment.
With a Z-score of -0.676, the institution shows a strong negative gap, which is a positive sign of research autonomy, especially when compared to the national average of 0.371. This result indicates remarkable institutional resilience. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own capabilities. The university's performance, however, suggests that its scientific excellence is the result of genuine internal capacity and intellectual leadership, effectively insulating it from the national trend of impact dependency.
The institution's Z-score of -0.690 is exceptionally low, particularly in contrast to the national average of 0.402. This highlights a clear institutional resilience against the pressures of metric-driven productivity. While high output can signify leadership, extreme publication volumes often challenge the plausibility of meaningful intellectual contribution. The university's low rate indicates that its internal culture and policies effectively prevent imbalances between quantity and quality, mitigating risks such as coercive or honorary authorship and prioritizing the integrity of the scientific record over inflated publication counts.
The institution's Z-score of -0.268 is almost identical to the national average of -0.260, both of which are very low. This reflects a state of integrity synchrony, showing total alignment with a national environment of maximum scientific security in this domain. By not relying on its own journals for dissemination, the university avoids the conflicts of interest inherent in being both judge and party. This commitment to independent, external peer review ensures its research bypasses academic endogamy, thereby enhancing its global visibility and reinforcing its adherence to competitive, international standards of validation.
The institution's Z-score of 0.592 is higher than the national average of 0.506, indicating a high exposure to practices that may artificially inflate publication counts. While citing one's own previous work is a necessary part of cumulative science, a high rate of bibliographic overlap across simultaneous publications can be an alert for 'salami slicing.' This practice, which involves fragmenting a single coherent study into multiple 'minimal publishable units,' distorts the scientific evidence and overburdens the peer-review system. The university's higher-than-average score suggests a need to reinforce a culture that prioritizes the generation of significant new knowledge over publication volume.