| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.596 | -0.253 |
|
Retracted Output
|
-0.493 | 0.054 |
|
Institutional Self-Citation
|
0.886 | 0.155 |
|
Discontinued Journals Output
|
-0.353 | -0.195 |
|
Hyperauthored Output
|
-0.025 | 0.622 |
|
Leadership Impact Gap
|
-0.836 | 0.371 |
|
Hyperprolific Authors
|
-0.548 | 0.402 |
|
Institutional Journal Output
|
-0.268 | -0.260 |
|
Redundant Output
|
1.509 | 0.506 |
Hellenic Mediterranean University presents a robust but dichotomous scientific integrity profile, marked by exceptional strengths in research autonomy and quality control, juxtaposed with notable vulnerabilities in publication and citation practices. With an overall integrity score of -0.164, the institution demonstrates a solid foundation, particularly excelling in areas that signal genuine internal capacity, such as a minimal dependency on external partners for research impact and strong safeguards against retracted or predatory publishing. These strengths provide a credible platform for its recognized leadership in key thematic areas, including its national Top 10 rankings in Chemistry, Mathematics, and Biochemistry, Genetics and Molecular Biology, as documented by SCImago Institutions Rankings. However, medium-risk indicators in institutional self-citation, redundant output, and multiple affiliations pose a direct challenge to its mission of delivering "qualitative research" and fostering "research excellence." These practices, if unaddressed, risk creating a perception that quantitative metrics are prioritized over the substantive, high-integrity knowledge generation that underpins true social responsibility and progress. To fully realize its mission, the University is encouraged to leverage its clear operational strengths to develop targeted governance strategies that mitigate these specific risks, ensuring its demonstrated research quality is transparently and ethically communicated.
The institution exhibits a Z-score of 0.596, a notable contrast to the national average of -0.253. This moderate deviation indicates that the University shows a greater sensitivity to risk factors associated with affiliation practices than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's significantly higher rate warrants a review. This value suggests a potential overreliance on this practice, which can be perceived as a strategic attempt to inflate institutional credit or a pattern of “affiliation shopping,” creating ambiguity in the attribution of scientific output and potentially diluting the institution's core academic identity.
With a Z-score of -0.493, the institution demonstrates an exemplary record in comparison to the national average of 0.054. This reflects a state of preventive isolation, where the University does not replicate the medium-risk dynamics observed across the country. A high rate of retractions can suggest systemic failures in quality control prior to publication. In this case, the institution's very low score is a strong positive signal, indicating that its internal supervision, methodological rigor, and integrity culture are robust and effective, successfully preventing the types of recurring errors or malpractice that might otherwise lead to post-publication corrections.
The institution's Z-score for self-citation is 0.886, significantly higher than the national average of 0.155, even though both fall within a medium-risk context. This indicates a high exposure to this particular risk, suggesting the University is more prone to these behaviors than its environment. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate signals a concerning level of scientific isolation or an 'echo chamber' where work is validated internally without sufficient external scrutiny. This practice creates a risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than by genuine recognition from the global scientific community.
The institution's Z-score of -0.353 is in close alignment with the national average of -0.195, demonstrating low-profile consistency in a low-risk area. The absence of significant risk signals is consistent with the national standard for due diligence in selecting publication venues. This very low rate indicates that the University's researchers are effectively avoiding channels that do not meet international ethical or quality standards. This protects the institution from the severe reputational risks associated with 'predatory' practices and confirms a high level of information literacy in its academic community.
With a Z-score of -0.025, the institution shows strong institutional resilience against the national trend, which stands at a medium-risk score of 0.622. This suggests that internal control mechanisms are effectively mitigating the systemic risks of authorship inflation observed elsewhere in the country. While extensive author lists are legitimate in 'Big Science,' a high rate outside these contexts can indicate a dilution of individual accountability. The University's low score is a positive indicator that it successfully distinguishes between necessary massive collaboration and questionable 'honorary' authorship practices, fostering a culture of transparency and accountability.
The institution presents an exceptionally strong Z-score of -0.836, starkly contrasting with the national average of 0.371. This demonstrates a clear preventive isolation from the national tendency toward impact dependency. A wide positive gap can signal that an institution's prestige is reliant on external partners rather than its own capacity. The University's very low score indicates the opposite: its scientific prestige is structural and built upon strong internal capabilities, with its researchers exercising intellectual leadership. This reflects a sustainable model of excellence, where impact is a direct result of the institution's own research quality.
The institution's Z-score of -0.548 contrasts favorably with the national average of 0.402, indicating institutional resilience. While the country shows medium-risk signals that could point to imbalances between quantity and quality, the University maintains a low-risk profile. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal issues like coercive authorship. The institution's low score suggests its environment promotes a healthy balance, effectively filtering out national pressures that might prioritize raw metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is in almost perfect alignment with the national average of -0.260, reflecting integrity synchrony within an environment of maximum scientific security. Both the University and the country show a very low reliance on institutional journals, which mitigates potential conflicts of interest where an institution acts as both judge and party in the publication process. This shared low-risk profile demonstrates a strong commitment to independent, external peer review, ensuring that scientific production is validated through standard competitive channels and enhancing its global visibility and credibility.
The institution's Z-score of 1.509 is substantially higher than the national average of 0.506, signaling high exposure to this risk despite both being in a medium-risk category. This suggests the University is more prone to this behavior than its peers. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing,' a practice of dividing a study into minimal units to artificially inflate productivity. The institution's elevated score is a critical alert, warning that this practice may be distorting the available scientific evidence and over-burdening the review system by prioritizing publication volume over the generation of significant new knowledge.