| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.676 | 0.105 |
|
Retracted Output
|
0.389 | 0.036 |
|
Institutional Self-Citation
|
-0.718 | -1.230 |
|
Discontinued Journals Output
|
-0.092 | -0.074 |
|
Hyperauthored Output
|
-0.349 | 0.812 |
|
Leadership Impact Gap
|
0.754 | 3.034 |
|
Hyperprolific Authors
|
-1.413 | -1.012 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.644 | -0.936 |
The University of Benghazi presents a balanced scientific integrity profile, with an overall risk score of -0.050 that indicates general alignment with expected operational standards. The institution demonstrates significant strengths in maintaining a low-risk environment, particularly in preventing hyperprolific authorship, redundant publications, and excessive reliance on institutional journals. However, areas requiring strategic attention include the Rate of Multiple Affiliations and the Rate of Retracted Output, which show a higher exposure to risk than the national average. These vulnerabilities, alongside a moderate dependency on external collaboration for impact, could challenge the university's mission to foster "international competitive capabilities" and ensure the "localization of knowledge production." According to SCImago Institutions Rankings data, the university's leadership is undisputed in key thematic areas, ranking first in Libya for Agricultural and Biological Sciences, Chemistry, Dentistry, and Pharmacology, Toxicology and Pharmaceutics. To fully leverage this disciplinary excellence and align with its mission of producing "distinguished graduates," it is recommended that the university focuses on strengthening its pre-publication quality control and authorship policies, thereby ensuring that its recognized thematic leadership is built upon a foundation of unquestionable scientific integrity and self-sufficient intellectual leadership.
The University of Benghazi registers a Z-score of 0.676, which is notably higher than the national average of 0.105, although both fall within a medium-risk context. This indicates that the institution is more exposed to the factors driving this practice than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this heightened rate suggests a need for closer monitoring. A disproportionately high rate can signal strategic attempts to inflate institutional credit or "affiliation shopping," a practice that, if unmanaged, could dilute the university's distinct academic identity and misrepresent its collaborative contributions.
With a Z-score of 0.389 compared to the national average of 0.036, the university shows a greater propensity for this risk indicator within a shared medium-risk environment. This suggests that its quality control mechanisms may be more vulnerable than those elsewhere in the country. Retractions are complex, but a rate significantly higher than the norm alerts to a potential systemic weakness in the institution's integrity culture. This value suggests that pre-publication review processes may be failing to prevent recurring malpractice or a lack of methodological rigor, warranting immediate qualitative verification by management to protect the institution's reputation.
The institution presents a Z-score of -0.718, indicating a low-risk profile. However, this represents a slight divergence from the national context, where the average score of -1.230 signals an almost complete absence of this risk. This subtle difference suggests the emergence of risk signals at the university that are not yet apparent nationally. While a certain level of self-citation is natural, this early signal warns of a potential tendency towards scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. It is a factor to monitor to prevent the risk of endogamous impact inflation, ensuring the university's influence is driven by global recognition, not just internal dynamics.
The university's Z-score of -0.092 is statistically aligned with the national average of -0.074, reflecting a level of risk that is normal and expected for its context. This synchrony indicates that the institution's performance in selecting reputable publication venues is consistent with national standards. A high proportion of output in such journals would constitute a critical alert, but the current low level shows that the university is effectively avoiding channels that fail to meet international ethical standards, thereby mitigating severe reputational risks and the misallocation of resources to 'predatory' practices.
The University of Benghazi demonstrates a low-risk Z-score of -0.349, a figure that stands in positive contrast to the medium-risk national average of 0.812. This suggests the presence of effective institutional resilience and control mechanisms that successfully mitigate systemic risks prevalent in the country. While extensive author lists are legitimate in some "Big Science" fields, a high rate can indicate author list inflation. The university's low score indicates it is successfully distinguishing between necessary massive collaboration and 'honorary' authorship, thus preserving individual accountability and transparency in its research.
With a Z-score of 0.754, the university shows a moderate-risk signal, but its performance indicates differentiated management compared to the national average of 3.034. This significantly lower score suggests the institution is more effectively moderating a risk that appears common across the country. A wide positive gap signals that scientific prestige is dependent on external partners rather than internal capacity. The university's more contained score suggests it has a stronger foundation for generating impact from research where it exercises intellectual leadership, reducing the sustainability risk associated with a reputation built primarily on exogenous collaborations.
The institution's Z-score of -1.413 is exceptionally low, indicating a complete absence of risk signals in this area, even surpassing the very low-risk national benchmark of -1.012. This state of total operational silence is a strong indicator of a healthy research environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship or prioritizing metrics over quality. The university's score confirms a robust balance between quantity and quality, safeguarding the integrity of its scientific record.
The university's Z-score of -0.268 is identical to the national average, demonstrating perfect integrity synchrony with an environment of maximum scientific security. This alignment shows that the institution is not overly dependent on its own publication channels, thus avoiding potential conflicts of interest where it would act as both judge and party. This practice ensures that its scientific production consistently undergoes independent external peer review, which is crucial for global visibility and for preventing the use of internal channels as 'fast tracks' to inflate academic credentials without standard competitive validation.
With a Z-score of -0.644, the university's risk level is very low and firmly in a secure zone. However, it is slightly higher than the national average of -0.936, representing a minimal level of residual noise in an otherwise inert environment. This faint signal suggests that while the institution is not engaging in problematic practices, it is the first to show any activity in this area. A high value here would indicate data fragmentation to artificially inflate productivity. The current minimal signal serves as a reminder to maintain a focus on publishing significant new knowledge rather than prioritizing volume.
