| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.772 | -0.386 |
|
Retracted Output
|
2.925 | 2.124 |
|
Institutional Self-Citation
|
0.529 | 2.034 |
|
Discontinued Journals Output
|
4.054 | 5.771 |
|
Hyperauthored Output
|
-0.451 | -1.116 |
|
Leadership Impact Gap
|
-1.969 | 0.242 |
|
Hyperprolific Authors
|
2.151 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
1.074 | 1.097 |
Al-Nisour University College presents a profile of pronounced contrasts, combining world-class research leadership in specific fields with critical vulnerabilities in its scientific integrity framework. With an overall risk score of 1.659, the institution demonstrates significant strengths, particularly in its capacity for generating high-impact research under its own intellectual leadership and its commitment to external validation over internal channels. These positive practices provide a solid foundation for its outstanding performance in thematic areas such as Energy and Physics and Astronomy, where it ranks first in the nation according to SCImago Institutions Rankings data. However, these achievements are severely threatened by systemic weaknesses, most notably an alarming rate of retracted publications and a high volume of output in discontinued journals. As the institution's mission is to pursue academic excellence and societal contribution, these integrity risks directly contradict its core values, undermining the credibility of its research and its reputation. It is therefore imperative to implement a robust strategy focused on strengthening pre-publication quality controls and enhancing researcher literacy on ethical dissemination to safeguard its notable scientific assets and ensure its long-term strategic vision is built on a foundation of unimpeachable integrity.
The institution's Z-score of -1.772, compared to the national average of -0.386, indicates an exemplary and transparent approach to academic collaboration. This low-profile consistency, which is even more pronounced than the national standard, demonstrates an absence of risk signals in this area. While multiple affiliations can be legitimate, disproportionately high rates can suggest "affiliation shopping" to inflate institutional credit. Al-Nisour University College's data, however, points to a stable and clear affiliation policy, reinforcing the integrity of its collaborative framework and its researchers' institutional loyalty.
With a Z-score of 2.925, significantly exceeding the already compromised national average of 2.124, this indicator represents a global red flag requiring urgent attention. This severe discrepancy suggests that the institution is a focal point for this critical risk within a country already facing challenges. Retractions are complex, but a rate this high strongly suggests that pre-publication quality control mechanisms may be failing systemically. Beyond individual cases, this alerts to a deep vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that necessitates an immediate and thorough qualitative verification by management to protect its scientific reputation.
The institution's Z-score for self-citation is 0.529, which is considerably lower than the national average of 2.034. This reflects a differentiated management approach that successfully moderates a risk that appears to be more common across the country. A certain level of self-citation is natural, but high rates can create 'echo chambers' that inflate impact without external scrutiny. By maintaining a lower rate than its peers, the institution demonstrates a healthier balance between building on its own research lines and engaging with the global scientific community, thereby mitigating the risk of endogamous impact inflation and reinforcing the external validity of its work.
The institution's Z-score of 4.054 signals a critical alert, although it remains below the national average of 5.771. This constitutes an attenuated alert, indicating that while the institution is an outlier with high-risk behavior, it shows more control than the national context. A high proportion of publications in discontinued journals is a serious concern regarding due diligence in selecting dissemination channels. This score indicates that a significant portion of scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of -0.451, the institution shows a slight divergence from the national Z-score of -1.116. This indicates the emergence of risk signals related to hyper-authorship that are not prevalent in the rest of the country. While extensive author lists are legitimate in 'Big Science' fields, their appearance outside these contexts can indicate author list inflation, which dilutes individual accountability. This signal warrants a review to distinguish between necessary massive collaboration and the potential for 'honorary' or political authorship practices that could compromise transparency.
The institution's Z-score of -1.969 stands in stark contrast to the national average of 0.242, demonstrating a case of preventive isolation from a national risk dynamic. A wide positive gap can signal that an institution's prestige is dependent on external partners rather than its own capacity. Here, the opposite is true: the minimal gap indicates that the institution's scientific excellence is structural and sustainable, resulting from genuine internal capabilities and intellectual leadership. This is a significant strength, confirming that its impact is not borrowed but built from within.
The institution's Z-score of 2.151 marks a moderate deviation from the national Z-score of -0.319, suggesting a greater sensitivity to risk factors related to publication pressure than its national peers. While high productivity can reflect 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 'salami slicing'—dynamics that prioritize metrics over the integrity of the scientific record and call for a review of authorship and productivity expectations.
With a Z-score of -0.268, far below the national average of 1.373, the institution effectively isolates itself from a common risk in its environment. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy, allowing production to bypass independent peer review. The institution's very low rate in this area demonstrates a strong commitment to external validation and global standards. This practice enhances the credibility and international visibility of its research, ensuring its work is validated through standard competitive channels.
The institution's Z-score of 1.074 is nearly identical to the national average of 1.097, indicating a systemic pattern. This alignment suggests that the risk level reflects shared academic practices or publication pressures at a national level. A high value in this indicator alerts to the practice of 'salami slicing'—dividing a single study into minimal publishable units to artificially inflate productivity. This behavior, being typical of the environment, distorts the available scientific evidence and overburdens the review system by prioritizing volume over significant new knowledge.
