| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.030 | -0.386 |
|
Retracted Output
|
14.412 | 2.124 |
|
Institutional Self-Citation
|
0.272 | 2.034 |
|
Discontinued Journals Output
|
3.175 | 5.771 |
|
Hyperauthored Output
|
-0.814 | -1.116 |
|
Leadership Impact Gap
|
3.266 | 0.242 |
|
Hyperprolific Authors
|
1.169 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
2.160 | 1.097 |
Al-Farahidi University presents a complex and polarized scientific integrity profile, with an overall score of 5.190 reflecting both areas of exemplary governance and significant, urgent vulnerabilities. The institution demonstrates notable strengths in maintaining low rates of multiple affiliations and minimal reliance on its own institutional journals, indicating robust policies on authorship transparency and a commitment to external validation. However, these strengths are overshadowed by critical weaknesses, particularly an extremely high rate of retracted output, a significant volume of publications in discontinued journals, and a pronounced dependency on external collaborations for research impact. These high-risk indicators suggest systemic challenges in pre-publication quality control and strategic autonomy. The university's academic prowess is clearly concentrated in specific fields, with SCImago Institutions Rankings data highlighting world-class performance in Earth and Planetary Sciences (ranked #1 in the Middle East and #42 globally), and strong national positioning in Environmental Science and Economics, Econometrics and Finance. While the institution's specific mission was not available for this analysis, the identified risks, especially concerning retractions and predatory publishing, directly conflict with the universal academic mission of pursuing excellence and upholding social responsibility through reliable knowledge creation. To secure its long-term reputation and build sustainable research capacity, Al-Farahidi University is advised to leverage the governance models from its low-risk areas and the research excellence of its top-performing departments to implement institution-wide reforms focused on enhancing methodological rigor and strategic publication planning.
The institution presents a Z-score of -1.030, which is well below the national average of -0.386. This result demonstrates a commendable alignment with national standards for transparency in academic affiliations, showing an even more conservative profile than its peers. The very low score indicates an absence of risk signals associated with this practice. While multiple affiliations can be legitimate, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” Al-Farahidi University's data suggests its collaboration and affiliation practices are clear and are not being used to artificially boost its metrics, reflecting a solid foundation of administrative integrity.
The institution's Z-score of 14.412 is a global red flag, drastically exceeding the national average of 2.124, which is already in a high-risk category. This severe discrepancy indicates that the university is a critical outlier, leading this risk metric in a country already facing significant challenges. A rate this far above the global average points to a systemic vulnerability in the institution's integrity culture and suggests that quality control mechanisms prior to publication may be failing repeatedly. This is not merely a matter of correcting honest errors; such an extreme value demands an urgent qualitative verification by management to investigate potential recurring malpractice or a fundamental lack of methodological rigor that compromises the scientific record.
With a Z-score of 0.272, the institution operates at a medium risk level that is, however, substantially lower than the national average of 2.034. This demonstrates differentiated management of a risk that appears more common across the country. The university's more moderate score suggests it is successfully mitigating the tendency toward creating scientific 'echo chambers' where work is validated without sufficient external scrutiny. While a certain level of self-citation is natural, the institution's ability to keep this rate below the national trend indicates a healthier balance, reducing the risk of endogamous impact inflation and showing a greater engagement with the global research community compared to its national peers.
The institution's Z-score of 3.175 signifies a critical alert, though it demonstrates more control than the national average of 5.771. This attenuated alert places the university as a global outlier but in a better position than its national context, which is in a state of crisis. Nonetheless, a high proportion of publications in such venues constitutes a severe reputational risk, indicating that a significant portion of its scientific production is channeled through media failing to meet international ethical or quality standards. This finding suggests an urgent need to enhance information literacy and due diligence processes to prevent the waste of resources on 'predatory' or low-quality practices.
The institution shows a Z-score of -0.814, which, while low, represents a slight divergence from the national average of -1.116, where such activity is almost nonexistent. This subtle difference suggests the emergence of risk signals that are not yet present in the rest of the country. Although extensive author lists are legitimate in 'Big Science,' the appearance of this pattern, even at a low level, warrants observation. It serves as an early signal to monitor for potential author list inflation or the dilution of individual accountability, ensuring that authorship practices remain transparent and merit-based across all disciplines.
With a Z-score of 3.266, the institution shows a significant-risk profile that accentuates a vulnerability already present in the national system, which has a medium-risk score of 0.242. This extremely wide positive gap signals a critical sustainability risk, suggesting that the university's scientific prestige is highly dependent and exogenous. The data indicates that its high-impact metrics may result not from its own structural capacity, but from strategic positioning in collaborations where it does not exercise intellectual leadership. This invites deep reflection on whether the institution is building genuine internal excellence or is overly reliant on external partners for its perceived impact.
The institution's Z-score of 1.169 places it at a medium risk level, a moderate deviation from the low-risk national standard of -0.319. This indicates that the university shows a greater sensitivity to this risk factor than its peers, with a higher concentration of authors publishing at extreme volumes. Such a pattern challenges the perceived limits of meaningful intellectual contribution and alerts to potential imbalances between quantity and quality. This warrants a review of the underlying causes, as it may point to risks such as coercive authorship, 'salami slicing,' or authorship assignment without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 is exceptionally low, marking a clear case of preventive isolation from the national trend, where the average score is 1.373 (medium risk). This demonstrates exemplary governance, as the university does not replicate the risk dynamics observed in its environment. By avoiding excessive dependence on its in-house journals, the institution effectively sidesteps potential conflicts of interest and academic endogamy. This commitment to independent, external peer review enhances the global visibility and credibility of its research, indicating that it does not use internal channels as 'fast tracks' to inflate publication counts without standard competitive validation.
With a Z-score of 2.160, the institution shows a higher exposure to this risk compared to the national average of 1.097, despite both being at a medium-risk level. This suggests the university is more prone than its peers to practices of data fragmentation or 'salami slicing' to artificially inflate productivity. A high value alerts that a significant number of publications may be dividing coherent studies into minimal publishable units. This practice not only distorts the available scientific evidence but also overburdens the review system, signaling an institutional pressure that may prioritize publication volume over the generation of significant new knowledge.
