Universita degli Studi di Palermo

Region/Country

Western Europe
Italy
Universities and research institutions

Overall

-0.222

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.911 -0.497
Retracted Output
-0.418 -0.244
Institutional Self-Citation
0.789 0.340
Discontinued Journals Output
-0.280 -0.290
Hyperauthored Output
0.839 1.457
Leadership Impact Gap
-0.303 0.283
Hyperprolific Authors
-0.061 0.625
Institutional Journal Output
-0.028 -0.177
Redundant Output
-0.130 0.224
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

The Universita degli Studi di Palermo presents a robust scientific integrity profile, with an overall risk score of -0.222, indicating performance that is slightly better than the global baseline. The institution's primary strengths lie in its exceptionally low rates of multiple affiliations and retracted publications, alongside a demonstrated capacity to mitigate several systemic risks prevalent at the national level, such as hyperprolific authorship and redundant output. Areas requiring strategic attention include a medium-risk level for institutional self-citation, which is notably higher than the national average, and a moderate signal for hyper-authored output. According to SCImago Institutions Rankings data, the university demonstrates significant thematic strengths, ranking prominently within Italy in areas such as Pharmacology, Toxicology and Pharmaceutics (9th), Agricultural and Biological Sciences (12th), and both Energy and Engineering (13th). While the institution's specific mission was not available for this analysis, these results highlight a potential tension: the identified risks, particularly the tendency towards academic endogamy suggested by self-citation rates, could undermine the pursuit of universal academic values like excellence and global impact. To fully leverage its strong research areas, the university is encouraged to foster a culture of greater external validation and international collaboration, ensuring its significant contributions achieve the widest possible recognition and impact.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a Z-score of -0.911, which is significantly lower than the national average of -0.497. This result demonstrates a very low-risk profile that is consistent with, and even exceeds, the national standard for affiliation transparency. The complete absence of risk signals in this area indicates that the university's affiliation practices are well-governed. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the data confirms that the institution is not engaging in strategic attempts to inflate its academic credit through "affiliation shopping," reflecting a healthy and transparent approach to authorship.

Rate of Retracted Output

With a Z-score of -0.418, the institution maintains a very low rate of retracted publications, positioning it favorably against the national average of -0.244. This demonstrates a consistent and low-risk profile, suggesting that the university's quality control and supervision mechanisms are effective. Retractions can sometimes signify responsible error correction, but a consistently low rate like this is a strong indicator of robust pre-publication review processes and a solid institutional culture of integrity, minimizing the occurrence of methodological flaws or malpractice that could lead to retractions.

Rate of Institutional Self-Citation

The institution's Z-score for self-citation is 0.789, a medium-risk value that is considerably higher than the national average of 0.340. This disparity suggests the university is more exposed to this risk than its national peers. While a certain level of self-citation reflects the natural progression of research lines, this elevated rate warns of potential scientific isolation or an "echo chamber" where work is validated internally without sufficient external scrutiny. This dynamic poses a risk of endogamous impact inflation, where the institution's perceived influence may be amplified by internal citation patterns rather than by broader recognition from the global academic community.

Rate of Output in Discontinued Journals

The university's Z-score of -0.280 for publications in discontinued journals is statistically normal and almost identical to the national average of -0.290. This alignment indicates that the institution's risk level in this area is as expected for its context, with no significant deviation from national trends. The low score suggests that researchers are generally exercising appropriate due diligence in selecting publication venues. It confirms that there is no systemic pattern of channeling scientific output through media that fail to meet international ethical or quality standards, thereby protecting the institution from the reputational damage associated with predatory or low-quality publishing practices.

Rate of Hyper-Authored Output

With a Z-score of 0.839, the institution shows a medium-risk signal for hyper-authored output, yet this is notably lower than the country's significant-risk average of 1.457. This indicates a degree of relative containment, where the university, despite showing some risk signals, operates with more control than the national norm. In fields outside of "Big Science," extensive author lists can indicate inflation or a dilution of individual accountability. The institution's ability to keep this rate below the critical national level suggests that it is better at distinguishing between necessary massive collaboration and questionable "honorary" authorship practices, though the area still warrants monitoring.

Gap between Impact of total output and the impact of output with leadership

The institution shows a Z-score of -0.303, a low-risk value that contrasts sharply with the medium-risk national average of 0.283. This demonstrates strong institutional resilience, as the university appears to effectively mitigate a systemic risk observed across the country. A wide positive gap can signal a dependency on external partners for impact, but this institution's negative score indicates the opposite: its scientific prestige is structurally sound and driven by internal capacity. This reflects a sustainable model where the university exercises intellectual leadership in its collaborations, ensuring that its excellence metrics are a direct result of its own research capabilities.

Rate of Hyperprolific Authors

The university's Z-score of -0.061 indicates a low and well-controlled rate of hyperprolific authorship, standing in stark contrast to the medium-risk national average of 0.625. This suggests strong institutional resilience, with internal control mechanisms successfully mitigating a risk that is more pronounced at the national level. Extreme individual publication volumes can challenge the credibility of meaningful intellectual contribution and may point to issues like coercive authorship. The institution's low score indicates a healthy balance between quantity and quality, reinforcing the integrity of its scientific record by avoiding practices that prioritize metrics over substance.

Rate of Output in Institutional Journals

With a Z-score of -0.028, the institution presents a low-risk signal for output in its own journals; however, this represents a slight divergence from the national context, where the average is a very low -0.177. This indicates the emergence of a minor risk activity that is not prevalent in the rest of the country. While in-house journals can be useful for local dissemination, a reliance on them can create conflicts of interest and academic endogamy by bypassing independent peer review. This small signal warrants attention to ensure that internal channels are not being used as "fast tracks" to inflate productivity without standard competitive validation.

Rate of Redundant Output

The institution's Z-score for redundant output is -0.130, a low-risk value that is significantly better than the medium-risk national average of 0.224. This demonstrates institutional resilience, as effective control mechanisms appear to be mitigating a systemic risk present in the wider environment. Massive bibliographic overlap between publications can indicate "salami slicing," a practice of fragmenting studies to artificially inflate productivity. The university's low score suggests a commitment to publishing significant, coherent bodies of work, thereby protecting the integrity of the scientific evidence base and avoiding practices that prioritize volume over new knowledge.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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