| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.672 | -0.497 |
|
Retracted Output
|
-0.456 | -0.244 |
|
Institutional Self-Citation
|
-0.519 | 0.340 |
|
Discontinued Journals Output
|
-0.370 | -0.290 |
|
Hyperauthored Output
|
1.393 | 1.457 |
|
Leadership Impact Gap
|
0.439 | 0.283 |
|
Hyperprolific Authors
|
0.994 | 0.625 |
|
Institutional Journal Output
|
-0.268 | -0.177 |
|
Redundant Output
|
-0.046 | 0.224 |
The Universita degli Studi di Verona presents a robust scientific integrity profile, with an overall risk score of -0.142 indicating performance that is generally well-aligned with or superior to national standards. The institution demonstrates significant strengths in maintaining very low rates of retracted output, publication in discontinued journals, and output in its own institutional journals, showcasing strong quality control and a commitment to external validation. However, areas requiring strategic attention include a significant rate of hyper-authored output and medium-level risks associated with hyperprolific authors and a dependency on external collaborations for impact. These observations are contextualized by the university's notable academic excellence, as evidenced by its SCImago Institutions Rankings data, where it holds top national positions in key areas such as Environmental Science (10th in Italy), Agricultural and Biological Sciences (11th), Energy (15th), and Medicine (17th). To fully align with its "third mission" of driving social and economic innovation, it is crucial to address the identified risks. Practices that could be perceived as prioritizing metrics over substance, such as authorship inflation, may undermine the transparency and credibility essential for its role as a trusted partner for the territory. By reinforcing authorship policies and fostering greater internal research leadership, the university can ensure its operational practices fully reflect its stated mission and its demonstrated thematic excellence.
The institution exhibits a Z-score of -0.672, positioning it favorably against the national average of -0.497. This indicates a prudent and well-managed approach to academic collaboration, showing even greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's low rate suggests its collaborative practices are well-governed, effectively avoiding any signals of strategic "affiliation shopping" aimed at artificially inflating institutional credit.
With a Z-score of -0.456, the institution demonstrates a very low incidence of retracted publications, a figure that aligns positively with the low-risk national environment (Z-score of -0.244). This absence of risk signals points to the effectiveness of its pre-publication quality control mechanisms. A rate significantly below the norm suggests that the institution's integrity culture is robust, preventing the systemic failures or lack of methodological rigor that a higher rate might imply and reflecting a culture of responsible supervision.
The university's Z-score of -0.519 contrasts sharply with the national average of 0.340, showcasing remarkable institutional resilience. While the country shows a medium-level tendency towards self-citation, the institution maintains a low-risk profile, suggesting its control mechanisms effectively mitigate this systemic risk. This performance indicates that the university successfully avoids creating scientific 'echo chambers' or inflating its impact through endogamous practices, ensuring its academic influence is validated by the global community rather than by internal dynamics.
The institution's Z-score of -0.370 is a strong indicator of diligence, surpassing the already low national average of -0.290. This very low rate demonstrates a consistent and effective process for selecting high-quality dissemination channels. Such performance is a critical safeguard, indicating that the university's scientific production is not being channeled through media that fail to meet international ethical standards, thereby protecting its reputation and ensuring research resources are not wasted on 'predatory' or low-integrity practices.
The institution's Z-score of 1.393 is at a significant level, which is consistent with a critical national trend (Z-score of 1.457). Although operating within a context of generalized risk, the university's slightly lower score suggests a degree of attenuated control. This high rate warrants a careful internal review to distinguish between necessary massive collaboration in 'Big Science' fields and potential 'honorary' authorship practices. Such patterns can dilute individual accountability and transparency, creating a risk that must be actively managed to maintain scientific credibility.
With a Z-score of 0.439, the institution shows a medium-level risk that is notably higher than the national average of 0.283, indicating a greater exposure to this vulnerability. This wide positive gap suggests that the institution's scientific prestige may be overly dependent on external partners, posing a potential sustainability risk. This metric invites a strategic reflection on whether its high-impact metrics result from genuine internal capacity or from a positioning in collaborations where the university does not exercise primary intellectual leadership.
The institution's Z-score of 0.994 places it at a medium risk level, but its exposure is considerably higher than the national average of 0.625. This concentration of extreme individual publication volumes raises questions about the balance between quantity and quality. It serves as an alert for potential imbalances, such as coercive authorship or the assignment of credit without meaningful participation, which are dynamics that prioritize metric inflation over the integrity of the scientific record and warrant a review of institutional policies.
The university's Z-score of -0.268 signifies a complete operational silence in this risk area, performing even better than the low-risk national benchmark of -0.177. This result demonstrates an exemplary commitment to independent, external peer review. By avoiding reliance on in-house journals, the institution effectively sidesteps potential conflicts of interest and academic endogamy, ensuring its research is validated through globally competitive channels and maximizing its international visibility.
The institution displays a low-risk Z-score of -0.046, a figure that demonstrates strong resilience when compared to the medium-risk national average of 0.224. This favorable comparison suggests that the university's internal controls and academic culture effectively discourage the practice of data fragmentation. By avoiding 'salami slicing,' the institution ensures its research output consists of coherent studies that provide significant new knowledge, rather than artificially inflating productivity metrics at the expense of scientific value.