| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.188 | 1.203 |
|
Retracted Output
|
1.573 | 0.459 |
|
Institutional Self-Citation
|
0.768 | 0.030 |
|
Discontinued Journals Output
|
-0.029 | 0.237 |
|
Hyperauthored Output
|
-1.169 | 0.337 |
|
Leadership Impact Gap
|
-0.332 | 0.343 |
|
Hyperprolific Authors
|
-0.469 | 0.882 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.190 | 0.186 |
Eastern Mediterranean University presents a complex integrity profile, with an overall score of 0.346 reflecting a combination of notable strengths and specific, critical vulnerabilities. The institution demonstrates robust control over authorship practices, publication in institutional journals, and affiliation management, generally outperforming national trends in these areas. This operational diligence supports its strong positioning in key thematic areas, as evidenced by its SCImago Institutions Rankings, particularly in Energy, Engineering, Chemistry, and Physics and Astronomy, where it ranks among the top institutions in Cyprus. However, this profile is contrasted by a significant alert in the Rate of Retracted Output and medium-risk signals in Institutional Self-Citation and Redundant Output. These vulnerabilities directly challenge the university's mission to operate under "internationally recognised academic educational criteria" and with a "sense of social responsibility," as they suggest potential gaps in quality assurance and external validation. To fully realize its vision of international excellence, the university is advised to implement targeted strategies to strengthen its pre-publication review processes and promote a culture of broader scientific dialogue, thereby ensuring its research impact is both robust and unimpeachable.
The institution shows a Z-score of -0.188, well below the national average of 1.203. This indicates effective institutional resilience, as the university successfully mitigates the systemic trend towards multiple affiliations observed across the country. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. The university's low score suggests that its policies or culture effectively prevent such “affiliation shopping,” ensuring that institutional credit is claimed with clarity and integrity, in contrast to the broader national context.
With a Z-score of 1.573, the university significantly exceeds the national average of 0.459, indicating an accentuation of a risk already present in the national system. Retractions are complex events, but a rate this high suggests that quality control mechanisms prior to publication may be failing systemically. This value moves beyond isolated incidents and alerts to a potential vulnerability in the institution's integrity culture, amplifying national tendencies and indicating that possible recurring malpractice or a lack of methodological rigor requires immediate qualitative verification by management to protect its scientific reputation.
The university's Z-score of 0.768 is substantially higher than the national average of 0.030, revealing a high exposure to this particular risk factor. This suggests the institution is more prone to insular citation patterns than its national peers. While a certain level of self-citation is natural, this disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. The value warns of the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global community.
The institution's Z-score of -0.029 is notably lower than the national average of 0.237, demonstrating strong institutional resilience against a risk prevalent in its environment. This suggests that the university has effective mechanisms to guide its researchers away from problematic publication venues. A high proportion of output in discontinued journals constitutes a critical alert regarding due diligence, but the university's low score indicates that its researchers are successfully channeling their work through media that meet international ethical and quality standards, thereby avoiding the reputational risks associated with 'predatory' practices.
The university exhibits a Z-score of -1.169, in stark contrast to the national average of 0.337. This demonstrates a state of preventive isolation, where the institution does not replicate the risk dynamics of hyper-authorship observed elsewhere in the country. While extensive author lists are legitimate in 'Big Science,' their appearance outside these contexts can indicate author list inflation. The university's very low score is a positive signal of robust authorship policies, suggesting that it effectively distinguishes between necessary massive collaboration and 'honorary' practices, thereby upholding individual accountability.
With a Z-score of -0.332, compared to the national average of 0.343, the institution displays clear resilience against the risk of impact dependency. A wide positive gap can signal that an institution's prestige is overly reliant on external partners rather than its own intellectual leadership. The university's negative score is a strong indicator of sustainability, suggesting that its scientific prestige is structural and endogenous. This reflects a healthy balance where excellence metrics result from real internal capacity, demonstrating that the institution exercises intellectual leadership in its collaborations.
The institution's Z-score of -0.469 is significantly lower than the national average of 0.882, indicating effective institutional resilience in managing author productivity. This suggests that the university's environment discourages the kind of extreme publication volumes that can challenge the limits of meaningful intellectual contribution. By maintaining a low rate of hyperprolific authors, the institution avoids the associated risks of coercive authorship or 'salami slicing,' signaling a healthy balance that prioritizes the quality and integrity of the scientific record over sheer volume of output.
The university's Z-score of -0.268 is identical to the national average, demonstrating perfect integrity synchrony in this area. This total alignment with a national environment of maximum scientific security shows a shared commitment to avoiding the risks of academic endogamy. While in-house journals can be valuable, excessive dependence on them raises conflicts of interest. The very low scores for both the institution and the country indicate that scientific production is consistently channeled through external, independent peer-review processes, ensuring global visibility and competitive validation.
The university's Z-score of 0.190 is nearly identical to the national average of 0.186, pointing to a systemic pattern. This suggests that the observed risk level is not an institutional anomaly but rather reflects shared academic practices or evaluation pressures at a national level. A high value in this indicator alerts to the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. The alignment between the institution and the country suggests that any strategy to address this issue, which distorts scientific evidence, may need to consider broader, systemic factors influencing publication behavior.