| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.746 | -0.253 |
|
Retracted Output
|
-0.371 | 0.054 |
|
Institutional Self-Citation
|
0.774 | 0.155 |
|
Discontinued Journals Output
|
-0.222 | -0.195 |
|
Hyperauthored Output
|
-0.706 | 0.622 |
|
Leadership Impact Gap
|
0.459 | 0.371 |
|
Hyperprolific Authors
|
0.048 | 0.402 |
|
Institutional Journal Output
|
-0.268 | -0.260 |
|
Redundant Output
|
0.607 | 0.506 |
Ionian University presents a robust scientific integrity profile, with an overall score of -0.196 that indicates a performance slightly better than the global average. The institution demonstrates significant strengths in its operational controls, particularly in maintaining a very low rate of publication in its own journals and effectively mitigating national risk trends related to retracted publications and hyper-authorship. These areas of resilience suggest strong internal governance. However, areas requiring strategic attention include a higher-than-average tendency towards institutional self-citation, a notable gap in impact between collaborative and institution-led research, and a pattern of redundant publications. These medium-risk signals, while not critical, could challenge the institution's long-term reputational goals. According to SCImago Institutions Rankings data, the University's strongest thematic areas nationally are in Arts and Humanities, Energy, and Environmental Science. To fully align its operational practices with its academic strengths, it is crucial to address these integrity vulnerabilities. A focus on fostering external validation and promoting research that prioritizes substantive contributions over volume would ensure that its pursuit of excellence and social responsibility is built on a foundation of unimpeachable scientific practice, thereby safeguarding and enhancing its academic mission.
The institution exhibits a Z-score of -0.746, which is notably lower than the national average of -0.253. This indicates a prudent and well-managed approach to author affiliations. The data suggests that the University's processes are more rigorous than the national standard, effectively minimizing the risks associated with this indicator. While multiple affiliations can be a legitimate outcome of collaboration, disproportionately high rates can signal strategic attempts to inflate institutional credit. Ionian University's conservative profile in this area points to clear and transparent policies regarding institutional representation in its scientific output.
With a Z-score of -0.371, the institution demonstrates a low rate of retracted publications, contrasting with the medium-risk level observed at the national level (Z-score: 0.054). This disparity highlights a significant degree of institutional resilience. It suggests that the University's internal quality control and supervision mechanisms are effectively mitigating systemic risks that may be more prevalent in the country. While some retractions reflect honest corrections, a high rate can indicate a systemic failure in pre-publication review. The institution's strong performance here is a positive sign of a healthy integrity culture that prevents recurring malpractice or a lack of methodological rigor.
The institution's Z-score for this indicator is 0.774, placing it in the medium-risk category and notably above the national average of 0.155. This reveals a high exposure to the risks of academic insularity. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the University's disproportionately high rate compared to its national peers signals a potential 'echo chamber' where work is validated internally without sufficient external scrutiny. This pattern warns of a risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The institution's Z-score of -0.222 is statistically normal and closely aligned with the national average of -0.195. This indicates that the risk level is as expected for its context, with no significant deviation from national trends. The data shows that the University's researchers are exercising appropriate due diligence in selecting publication venues, successfully avoiding channels that do not meet international ethical or quality standards. This alignment reflects a shared, positive practice within the country's research ecosystem, protecting the institution from the reputational risks associated with predatory or low-quality publishing.
With a Z-score of -0.706, the institution maintains a low-risk profile, standing in stark contrast to the medium-risk level seen across the country (Z-score: 0.622). This suggests a remarkable degree of institutional resilience and effective governance regarding authorship practices. While extensive author lists are legitimate in 'Big Science', their appearance elsewhere can indicate author list inflation, which dilutes accountability. The University appears to act as an effective filter against national tendencies in this area, fostering a culture where authorship is more likely to reflect genuine contribution rather than honorary or political considerations.
The institution presents a Z-score of 0.459, which is in the medium-risk range and higher than the national average of 0.371. This indicates a high exposure to risks associated with dependency on external collaboration for impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a potential sustainability risk. The score suggests that the University's scientific prestige may be more dependent and exogenous than is typical for its national context. This invites a strategic reflection on whether its excellence metrics stem from genuine internal capacity or from a positioning in collaborations where it does not exercise primary intellectual leadership.
The institution's Z-score of 0.048, while in the medium-risk category, is significantly lower than the national average of 0.402. This points to differentiated management, where the University successfully moderates a risk that appears more common at the national level. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The institution's ability to keep this rate well below the country's average suggests a healthier balance, reducing the risk of practices like coercive authorship or the assignment of credit without real participation.
With a Z-score of -0.268, the institution is perfectly aligned with the national average of -0.260, both of which are in the very low-risk category. This demonstrates a state of integrity synchrony, reflecting a shared commitment within the national system to prioritize external, independent peer review. By avoiding excessive dependence on in-house journals, the University eliminates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production is validated through standard competitive channels, maximizing its global visibility and credibility.
The institution's Z-score of 0.607 is in the medium-risk category and is higher than the national average of 0.506. This signals a high exposure to this particular risk, suggesting the center is more prone than its national peers to practices that artificially inflate productivity. Massive bibliographic overlap between publications often indicates 'salami slicing,' where a single study is fragmented into minimal publishable units. The elevated score serves as an alert that this practice may be distorting the institution's scientific record and over-burdening the review system by prioritizing publication volume over the generation of significant new knowledge.