| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.679 | -0.497 |
|
Retracted Output
|
-0.493 | -0.244 |
|
Institutional Self-Citation
|
0.640 | 0.340 |
|
Discontinued Journals Output
|
-0.243 | -0.290 |
|
Hyperauthored Output
|
0.879 | 1.457 |
|
Leadership Impact Gap
|
-1.555 | 0.283 |
|
Hyperprolific Authors
|
0.956 | 0.625 |
|
Institutional Journal Output
|
-0.268 | -0.177 |
|
Redundant Output
|
-0.697 | 0.224 |
Universita degli Studi di Enna Kore presents a robust scientific integrity profile, characterized by a low overall risk score (-0.233) and notable strengths in critical areas of research practice. The institution demonstrates exceptional performance in preventing retractions, ensuring intellectual leadership in its collaborations, avoiding academic endogamy through institutional journals, and curbing redundant publications. These strengths are counterbalanced by medium-risk signals in Institutional Self-Citation and the Rate of Hyperprolific Authors, where the university shows higher exposure than the national average. According to SCImago Institutions Rankings data, the institution's strongest thematic areas nationally include Chemistry, Earth and Planetary Sciences, Physics and Astronomy, and Social Sciences. While the institution's specific mission statement was not available for this analysis, the observed integrity profile largely supports the pursuit of academic excellence. However, the identified vulnerabilities in citation and authorship practices could, if unaddressed, create perceptions of insularity or a focus on quantity over quality, subtly undermining this commitment. A proactive review of policies in these specific areas would further solidify the university's already strong foundation of scientific integrity and reinforce its position as a leader in its key disciplines.
The institution exhibits a Z-score of -0.679, positioning it more favorably than the national average of -0.497. This prudent profile suggests that the university manages its affiliation processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. The institution's lower-than-average score indicates a well-controlled environment that effectively mitigates the risk of "affiliation shopping," ensuring that declared affiliations accurately reflect substantive collaboration.
With a Z-score of -0.493, the institution demonstrates a near-total absence of risk signals, a figure significantly better than the national Z-score of -0.244. This exceptional performance points to highly effective quality control mechanisms. Retractions are complex events, but a rate this far below the global average is a strong indicator of a healthy integrity culture. It suggests that the institution's pre-publication supervision and methodological rigor are robust, systemically preventing the kinds of errors or malpractice that lead to retractions and safeguarding its scientific reputation.
The institution presents a Z-score of 0.640, a medium-risk value that is notably higher than the national average of 0.340. This indicates a high exposure to this particular risk, suggesting the institution is more prone to this behavior than its national peers. A certain level of self-citation is natural, but this elevated rate warns of potential scientific isolation or 'echo chambers' where work is validated internally without sufficient external scrutiny. This dynamic creates a risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal citation practices rather than by broader recognition from the global scientific community, warranting a strategic review.
The institution's Z-score of -0.243 is statistically normal and aligns closely with the national average of -0.290, both falling within the low-risk category. This result indicates that the institution's risk level for publishing in problematic journals is as expected for its context and size. A high proportion of output in such journals would constitute a critical alert regarding due diligence, but the university's low score confirms that its researchers are, on the whole, successfully selecting appropriate and reputable dissemination channels, thereby avoiding the severe reputational risks associated with predatory or low-quality publishing practices.
With a Z-score of 0.879, the institution shows a medium level of risk, which represents a state of relative containment compared to the significant risk level seen nationally (Z-score: 1.457). While the country as a whole struggles with this issue, the university appears to operate with more order than the national average. This suggests that its internal governance is more effective at mitigating the inflation of author lists. The institution's performance indicates a better capacity to distinguish between necessary massive collaboration, typical in 'Big Science', and questionable 'honorary' authorship practices that can dilute individual accountability.
The institution's Z-score of -1.555 is an outstanding result, placing it in the very low-risk category and demonstrating a preventive isolation from the medium-risk trend observed nationally (Z-score: 0.283). A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own capabilities. The university's strong negative score indicates the opposite: its scientific excellence is the result of real internal capacity and intellectual leadership. This is a clear sign of a sustainable and structural research ecosystem where impact is generated and led from within.
The institution's Z-score of 0.956 places it in the medium-risk category, showing a higher exposure to this risk than the national average of 0.625. This elevated signal warrants a review of authorship practices and productivity expectations. While high productivity can reflect leadership, extreme individual publication volumes challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution demonstrates a total operational silence on this indicator, performing even better than the already very low national average of -0.177. This absence of risk signals is a testament to a strong commitment to external validation. By avoiding dependence on in-house journals, the university effectively sidesteps potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production consistently undergoes independent external peer review, thereby maximizing its global visibility and validating its quality through standard competitive channels.
The institution achieves a Z-score of -0.697, a very low-risk value that signals a preventive isolation from the problematic medium-risk trend seen across the country (Z-score: 0.224). While the national system shows signs of 'salami slicing'—the practice of fragmenting a coherent study into minimal units to inflate productivity—the university's performance indicates a culture that resists this behavior. This commitment to publishing complete and significant work protects the integrity of the scientific evidence it produces and avoids overburdening the peer-review system with artificially inflated output.