| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.643 | -0.386 |
|
Retracted Output
|
13.820 | 2.124 |
|
Institutional Self-Citation
|
-0.459 | 2.034 |
|
Discontinued Journals Output
|
2.569 | 5.771 |
|
Hyperauthored Output
|
-1.072 | -1.116 |
|
Leadership Impact Gap
|
0.879 | 0.242 |
|
Hyperprolific Authors
|
1.467 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
-1.186 | 1.097 |
Al Maarif University presents a complex integrity profile, marked by areas of exceptional governance alongside critical vulnerabilities that require immediate attention. With an overall score of 4.623, the institution demonstrates significant strengths in maintaining low rates of redundant output and publication in its own journals, effectively isolating itself from national risk trends in these areas. However, this is contrasted by a critically high rate of retracted publications, which far exceeds the already significant national average, and medium-risk signals related to hyperprolific authorship and a dependency on external partners for research impact. According to SCImago Institutions Rankings data, the university's key thematic strengths are concentrated in Medicine, Engineering, Mathematics, and Computer Science. While the institution's specific mission statement was not available for this analysis, the detected risks, particularly concerning retractions, directly challenge the universal academic values of excellence and social responsibility. Upholding scientific integrity is fundamental to achieving credible leadership in its strongest fields. The university is encouraged to leverage its clear capacity for robust internal governance, as seen in its areas of strength, to develop targeted interventions and fortify its quality control mechanisms, thereby ensuring its research contributions are both impactful and unimpeachably sound.
The institution demonstrates a prudent profile with a Z-score of -0.643, which is more rigorous than the national standard of -0.386. This indicates that the university's processes for managing and declaring researcher affiliations are handled with greater control than the national average. While multiple affiliations can be a legitimate outcome of collaboration, the university's lower-than-average score suggests it is effectively avoiding practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping," thereby maintaining a clear and transparent representation of its collaborative footprint.
This indicator presents a global red flag for the institution, with a Z-score of 13.820 that dramatically surpasses the already critical national average of 2.124. This result positions the university as a significant outlier, leading risk metrics in a country already compromised in this area. Retractions are complex, but a rate this far above the global average is a severe alert that quality control mechanisms prior to publication may be failing systemically. This suggests a profound vulnerability in the institution's integrity culture, pointing to possible recurring malpractice or a lack of methodological rigor that requires an immediate and thorough qualitative verification by management to restore confidence in its scientific output.
The university exhibits notable institutional resilience, with a Z-score of -0.459 in a national context showing a medium-risk score of 2.034. This suggests that effective control mechanisms are in place, successfully mitigating the systemic risks of academic insularity prevalent in the country. While a certain level of self-citation is natural, the country's higher rate can signal 'echo chambers' where work is validated without sufficient external scrutiny. In contrast, Al Maarif University's low score indicates that its academic influence is more likely derived from genuine recognition by the global community rather than being inflated by endogamous internal dynamics.
The institution demonstrates relative containment of risk in this area. Its Z-score of 2.569 indicates medium-level risk signals, but it reflects a more orderly approach compared to the significant national average of 5.771. Although a medium score still constitutes an alert regarding due diligence in selecting publication venues, the university is successfully avoiding the more severe national trend. This suggests that while some portion of its output is channeled through media that may not meet international standards, the institution is exercising more control than its peers, thereby mitigating some of the severe reputational risks associated with 'predatory' or low-quality publishing practices.
A slight divergence from the national trend is observed, with the university's Z-score of -1.072 (low risk) being higher than the country's very low-risk score of -1.116. This indicates the emergence of risk signals related to authorship practices that are not apparent in the rest of the country. While hyper-authorship is legitimate in 'Big Science' contexts, its appearance, even at a low level, outside these fields can be an early indicator of author list inflation. This signal warrants attention to ensure that authorship credit remains transparent and accountable, distinguishing necessary collaboration from potentially 'honorary' practices.
The university shows high exposure to this risk, with a Z-score of 0.879 that is notably higher than the national average of 0.242, even though both fall within the medium-risk category. This indicates that the institution is more prone than its national peers to a dependency on external collaborators for its research impact. A wide positive gap, where overall impact is high but the impact of institution-led research is low, signals a sustainability risk. This result suggests that the university's scientific prestige may be largely exogenous and dependent on partners, inviting a strategic reflection on whether its excellence metrics stem from genuine internal capacity or from a positioning in collaborations where it does not exercise intellectual leadership.
A moderate deviation from the national standard is evident, with the institution registering a medium-risk Z-score of 1.467 while the country average remains in the low-risk category at -0.319. This shows a greater sensitivity to risk factors associated with extreme productivity than its peers. While high output can signify leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The university demonstrates a pattern of preventive isolation, with a very low-risk Z-score of -0.268, in stark contrast to the medium-risk national environment (1.373). This indicates the institution does not replicate the risk dynamics observed across the country regarding academic endogamy. By avoiding excessive dependence on its own journals, the university sidesteps potential conflicts of interest and ensures its scientific production is validated through independent external peer review. This practice enhances its global visibility and signals a commitment to competitive validation over using internal channels as potential 'fast tracks' for publication.
In this area, the institution shows exemplary performance through preventive isolation. Its Z-score of -1.186 signifies a very low risk of redundant publication, which is a significant achievement within a national context that displays a medium-risk score of 1.097. This strong negative score indicates that the university is not replicating the national tendency towards data fragmentation or 'salami slicing.' It suggests a culture that prioritizes the publication of significant, coherent studies over artificially inflating productivity by dividing research into minimal publishable units, thereby upholding the integrity of the scientific evidence base.
