| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.386 | 0.105 |
|
Retracted Output
|
-0.268 | 0.036 |
|
Institutional Self-Citation
|
-1.669 | -1.230 |
|
Discontinued Journals Output
|
-0.059 | -0.074 |
|
Hyperauthored Output
|
1.809 | 0.812 |
|
Leadership Impact Gap
|
4.993 | 3.034 |
|
Hyperprolific Authors
|
-0.668 | -1.012 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-1.186 | -0.936 |
The University of Tripoli presents a balanced integrity profile, with an overall risk score of -0.027 indicating performance that is generally aligned with global standards but marked by a clear duality. The institution demonstrates exceptional strengths in areas of fundamental scientific practice, showing very low risk in Institutional Self-Citation, Redundant Output, and Output in Institutional Journals. These results suggest a robust culture of external validation and a commitment to producing original, impactful work. This foundation of integrity is further evidenced by the university's prominent national leadership in key thematic areas, including its number one ranking in Libya for Medicine, Earth and Planetary Sciences, Mathematics, and Veterinary, according to SCImago Institutions Rankings data. However, this strong core is contrasted by significant risks in Hyper-Authored Output and a notable gap in impact from institution-led research. These vulnerabilities directly challenge the university's mission to "produce knowledge that provide the best service" and prepare "competent and skilful individuals," as they suggest a potential dilution of accountability and a dependency on external intellectual leadership. To fully realize its mission, the University of Tripoli is encouraged to leverage its clear strengths in research ethics to develop targeted governance strategies that address these specific high-risk areas, thereby ensuring its academic prestige is both sustainable and internally driven.
The University of Tripoli shows a Z-score of -0.386, positioning it favorably against the national average of 0.105. This contrast suggests a high degree of institutional resilience. While the national context shows moderate signals of risk, the university's control mechanisms appear to successfully mitigate these systemic trends. Multiple affiliations can be a legitimate outcome of collaboration, but disproportionately high rates can signal strategic attempts to inflate institutional credit. The university’s low score indicates that its affiliation practices are well-managed, avoiding the "affiliation shopping" dynamics that may be more prevalent elsewhere in the country and reflecting a clear and transparent representation of its collaborative footprint.
With a Z-score of -0.268 compared to the country's score of 0.036, the institution demonstrates effective filtering of systemic risks. The university’s low rate of retractions, in contrast to the moderate risk level observed nationally, points to robust internal quality control mechanisms. While some retractions reflect responsible error correction, a rate significantly above average can signal systemic failures in integrity. The university’s performance suggests that its pre-publication supervision and methodological rigor are stronger than the national standard, effectively acting as a firewall against the vulnerabilities that may lead to recurring malpractice elsewhere.
The institution records a Z-score of -1.669, a figure that indicates a total absence of risk signals, performing even better than the country's already very low average of -1.230. This exceptional result points to a strong culture of external validation and integration within the global scientific community. A certain level of self-citation is natural, but high rates can create 'echo chambers' that inflate impact through endogamous dynamics. The university's score demonstrates that its academic influence is earned through broad external scrutiny and recognition, completely avoiding any risk of its work being validated primarily by internal citation circles.
The university's Z-score of -0.059 is statistically normal and closely aligned with the national average of -0.074. This indicates that the institution's risk level in this area is as expected for its context. Publishing in journals that are later discontinued can expose an institution to reputational risk if those journals fail to meet ethical or quality standards. The university's score reflects a standard and low level of exposure, suggesting that its researchers generally exercise appropriate due diligence in selecting publication venues, consistent with practices across the country.
A significant alert is raised by the institution's Z-score of 1.809, which is considerably higher than the national medium-risk average of 0.812. This finding suggests that the university is not only exposed to but actively amplifies a vulnerability present in the national system. While extensive author lists are legitimate in 'Big Science' fields, a high score outside these contexts can indicate author list inflation, which dilutes individual accountability and transparency. This severe discrepancy warrants an urgent internal review to distinguish between necessary massive collaboration and potential 'honorary' authorship practices that could compromise research integrity.
The university exhibits a critical risk with a Z-score of 4.993, a value that accentuates the medium-risk trend seen at the national level (3.034). This extremely high score signals a significant sustainability risk, suggesting that the institution's scientific prestige is heavily dependent on external partners and not structurally rooted in its own intellectual leadership. A wide positive gap, where overall impact is high but the impact of institution-led research is low, calls for a strategic reflection on whether its excellence metrics stem from genuine internal capacity or from a supporting role in collaborations. This dependency could undermine long-term scientific autonomy and development.
The institution's Z-score of -0.668 indicates a slight divergence from the national profile, which stands at a very low-risk -1.012. This shows that the university is beginning to register signals of risk activity that are not yet apparent in the rest of the country. While the current level is low and not alarming, it warrants proactive monitoring. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the prioritization of metrics over scientific integrity. This incipient vulnerability should be reviewed to ensure a healthy balance between productivity and quality is maintained.
With a Z-score of -0.268, the University of Tripoli is in perfect alignment with the national average, which is also -0.268. This integrity synchrony reflects a shared commitment to maximum scientific security in this domain. Excessive reliance on in-house journals can create conflicts of interest and academic endogamy by bypassing independent external peer review. The university's very low score demonstrates a strong preference for global dissemination channels, ensuring its research is validated through standard competitive processes and avoiding the use of internal journals as potential 'fast tracks' for publication.
The institution demonstrates exceptional performance with a Z-score of -1.186, indicating a complete absence of risk signals and surpassing the country's already very low average of -0.936. This result points to a robust institutional policy, either formal or informal, against data fragmentation. High rates of bibliographic overlap can indicate 'salami slicing'—the practice of dividing a single study into minimal publishable units to artificially inflate productivity. The university's outstanding score confirms a commitment to publishing significant, coherent bodies of work, thereby strengthening the scientific record and prioritizing new knowledge over volume.
