| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.585 | -0.497 |
|
Retracted Output
|
0.164 | -0.244 |
|
Institutional Self-Citation
|
0.777 | 0.340 |
|
Discontinued Journals Output
|
-0.093 | -0.290 |
|
Hyperauthored Output
|
1.211 | 1.457 |
|
Leadership Impact Gap
|
0.322 | 0.283 |
|
Hyperprolific Authors
|
0.219 | 0.625 |
|
Institutional Journal Output
|
-0.268 | -0.177 |
|
Redundant Output
|
1.069 | 0.224 |
Universita degli Studi dell Aquila presents a profile of moderate risk (Overall Score: 0.136), characterized by a notable capacity to manage authorship-related integrity issues more effectively than the national average, but with significant vulnerabilities in publication and citation strategies. The institution's key strengths lie in its near-total absence of output in its own journals and its effective moderation of hyper-prolific and hyper-authored publications. However, these are counterbalanced by concerning signals in the rates of retracted output, institutional self-citation, and particularly redundant output (salami slicing), which are higher than national benchmarks. These risks could undermine the institution's strong academic standing, evidenced by its high national rankings in areas such as Dentistry, Environmental Science, and Pharmacology, Toxicology and Pharmaceutics according to SCImago Institutions Rankings data. While a specific mission statement was not available for analysis, such integrity risks inherently challenge universal academic values of excellence and social responsibility by potentially prioritizing publication volume over substantive scientific contribution. A strategic focus on strengthening pre-publication quality controls and promoting a culture of impactful, rather than just numerous, publications would be a valuable step to align its operational practices with its clear thematic research strengths.
The institution's Z-score of -0.585 is slightly below the national average of -0.497. This indicates a prudent profile where the university manages its affiliation processes with more rigor than the national standard. The data suggests that the institution maintains clear and transparent affiliation practices, effectively avoiding the risks associated with "affiliation shopping" or strategic attempts to inflate institutional credit, and does so with a slightly higher degree of control than its national peers.
With a Z-score of 0.164, the institution shows a medium risk level, which represents a moderate deviation from the low-risk national average of -0.244. This discrepancy suggests the center is more sensitive to risk factors than its peers, as its rate of retractions is notably higher. A rate significantly above the national baseline alerts to a vulnerability in the institution's integrity culture. It suggests that quality control mechanisms prior to publication may be failing more frequently than elsewhere in the country, indicating a need for immediate qualitative verification by management to address possible recurring malpractice or a lack of methodological rigor.
The institution's Z-score of 0.777 is considerably higher than the national average of 0.340, though both fall within the medium risk category. This demonstrates a high exposure to this risk, indicating the center is more prone to showing alert signals than its environment. A disproportionately high rate of self-citation signals a significant risk of an 'echo chamber' where the institution validates its own work without sufficient external scrutiny. This pattern warns of potential endogamous impact inflation, suggesting the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global community.
The institution's Z-score of -0.093 is slightly higher than the national average of -0.290, though both are in the low-risk range. This subtle difference points to an incipient vulnerability, where the center shows minor signals that warrant review before they escalate. This slight uptick compared to the national trend constitutes a critical alert regarding due diligence in selecting dissemination channels. It suggests a small but notable portion of its scientific production may be channeled through media that do not meet international standards, highlighting a need to reinforce information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution presents a medium-risk Z-score of 1.211, demonstrating relative containment when compared to the significant-risk national average of 1.457. Although risk signals for author list inflation exist, the center operates with more order and control than the national average. This suggests that while the institution is not immune to the national trend of hyper-authorship, its internal governance helps to mitigate the most extreme practices, serving as a positive signal of its ability to distinguish between necessary massive collaboration and problematic 'honorary' authorship practices more effectively than its peers.
The institution's Z-score of 0.322 is nearly identical to the national average of 0.283, reflecting a systemic pattern. This alignment indicates that the risk level is a reflection of shared practices or structural conditions at a national level. The moderate positive gap—where global impact is higher than the impact of research led by the institution—signals a sustainability risk. The data suggests that, like many of its national peers, the institution's scientific prestige may be dependent on external partners rather than being fully structural, inviting reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
With a Z-score of 0.219, the institution demonstrates differentiated management, successfully moderating a risk that appears more common in the country, which has an average score of 0.625. This lower rate of hyperprolific authors is a positive indicator. Extreme individual publication volumes often challenge the limits of meaningful intellectual contribution. The institution's ability to keep this rate below the national average suggests a healthier balance between quantity and quality, pointing to a lower risk of coercive authorship or other dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is even lower than the already very low national average of -0.177, indicating total operational silence on this risk. This absence of signals, even below the national baseline, is a clear strength. It demonstrates a firm commitment to avoiding conflicts of interest and academic endogamy, as the institution does not rely on in-house journals where it would act as both judge and party. This practice ensures its scientific production undergoes independent external peer review, maximizing global visibility and competitive validation.
The institution's Z-score of 1.069 shows high exposure to this risk, standing significantly above the national average of 0.224. This suggests the center is far more prone to this practice than its environment. Massive and recurring bibliographic overlap between publications often indicates data fragmentation or 'salami slicing.' This high value is a serious alert to the practice of dividing coherent studies into minimal publishable units to artificially inflate productivity. This behavior not only distorts the available scientific evidence but also overburdens the review system, signaling a potential cultural issue that prioritizes volume over the generation of significant new knowledge.