| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.981 | -0.497 |
|
Retracted Output
|
0.399 | -0.244 |
|
Institutional Self-Citation
|
0.627 | 0.340 |
|
Discontinued Journals Output
|
0.142 | -0.290 |
|
Hyperauthored Output
|
1.181 | 1.457 |
|
Leadership Impact Gap
|
-0.398 | 0.283 |
|
Hyperprolific Authors
|
1.547 | 0.625 |
|
Institutional Journal Output
|
-0.268 | -0.177 |
|
Redundant Output
|
-0.053 | 0.224 |
With an overall integrity score of 0.246, Universita degli Studi della Campania Luigi Vanvitelli demonstrates a generally robust research governance framework, with notable strengths in maintaining low rates of multiple affiliations, redundant output, and publication in institutional journals, alongside a strong capacity for generating impactful research under its own leadership. However, the analysis reveals areas requiring strategic attention, particularly a moderate deviation from national norms in retracted output and publication in discontinued journals, and a higher-than-average exposure to risks associated with institutional self-citation and hyperprolific authorship. These findings are particularly relevant given the institution's prominent national standing in key disciplines such as Dentistry, Medicine, Pharmacology, Toxicology and Pharmaceutics, and Biochemistry, Genetics and Molecular Biology, where research integrity is paramount. The identified vulnerabilities, though moderate, present a potential challenge to the University's mission of fostering a culture of "merit," "legality," and "quality," as they can undermine the perceived rigor and social responsibility of its scientific contributions. Therefore, a proactive approach focused on enhancing pre-publication quality controls, promoting diversified citation practices, and reviewing authorship guidelines would not only mitigate these specific risks but also reinforce the institution's commitment to excellence and its role as a positive force in the Campania region.
The institution presents a Z-score of -0.981, a signal of very low risk that is even more contained than the already low national average of -0.497. This demonstrates a consistent and unambiguous approach to author affiliations that aligns with national standards while exhibiting even greater control. While multiple affiliations can be a legitimate outcome of collaboration, the institution's exceptionally low rate provides strong assurance against strategic "affiliation shopping," reinforcing the transparency and clear attribution of its research output.
With a Z-score of 0.399, the institution shows a moderate signal for this indicator, which represents a deviation from the low-risk national benchmark (-0.244). This suggests the University is more sensitive to this risk factor than its peers across Italy. Retractions are complex events, but a rate significantly higher than the national average alerts to a potential vulnerability in the institution's integrity culture. This may indicate that quality control mechanisms prior to publication are failing more frequently than elsewhere, suggesting a need for a qualitative review by management to understand the root causes and reinforce methodological rigor.
The institution's Z-score of 0.627 indicates a moderate risk level, which is notably higher than the national average of 0.340. This suggests that the University has a greater exposure to this risk dynamic than its peers. While a degree of self-citation is natural, disproportionately high rates can signal concerning scientific isolation or "echo chambers." The higher value here warns of an elevated risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The University's Z-score of 0.142 places it in a moderate risk category, diverging from the low-risk profile of the country (-0.290). This indicates a greater institutional sensitivity to this particular risk factor. A high proportion of publications in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This score suggests that a portion of the University's scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and highlighting a need for enhanced information literacy to avoid predatory or low-quality practices.
The institution registers a Z-score of 1.181, a moderate risk signal that demonstrates relative containment when compared to the significant risk level seen across the country (1.457). This indicates that although the practice exists, the University operates with more order than the national average. In fields outside of "Big Science," extensive author lists can indicate inflation and dilute accountability. The institution's ability to keep this rate below the critical national trend suggests it acts as a partial filter, applying more effective control in distinguishing between necessary massive collaboration and questionable "honorary" authorship practices.
With a Z-score of -0.398, the institution shows a low-risk profile that contrasts sharply with the medium-risk national average (0.283), demonstrating significant institutional resilience. A wide positive gap can signal that prestige is dependent on external partners. However, this institution's negative score indicates that the impact of research it leads is strong and self-sufficient. This result suggests its scientific excellence is structural and stems from real internal capacity, effectively mitigating the systemic risk of dependency on collaborators for impact that is more common at the national level.
The institution's Z-score of 1.547 reflects a moderate risk level, but one that is substantially higher than the national average of 0.625. This indicates a high institutional exposure to the dynamics of hyperprolificacy. Extreme individual publication volumes challenge the limits of meaningful intellectual contribution and can signal an imbalance between quantity and quality. This elevated score alerts to potential risks such as coercive authorship or the assignment of authorship without real participation, suggesting a cultural tendency that may prioritize metrics over the integrity of the scientific record more than in the rest of the country.
The institution's Z-score of -0.268 is in the very low-risk category and is even lower than the country's already minimal score of -0.177. This signals a total absence of risk in this area, surpassing the national standard. By demonstrating a negligible dependence on in-house journals, the University effectively avoids potential conflicts of interest and academic endogamy. This practice ensures its scientific production consistently undergoes independent external peer review, thereby maximizing its potential for global visibility and competitive validation.
With a Z-score of -0.053, the institution exhibits a low-risk profile that stands in positive contrast to the medium-risk national average of 0.224. This difference highlights the University's resilience against systemic pressures that may encourage publication padding. The low rate of bibliographic overlap suggests a commendable focus on publishing coherent, significant studies rather than engaging in "salami slicing" to artificially inflate productivity. This practice upholds the integrity of the scientific evidence base and avoids overburdening the peer-review system, a discipline not as prevalent at the national level.