| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.635 | -0.386 |
|
Retracted Output
|
0.380 | 2.124 |
|
Institutional Self-Citation
|
-1.158 | 2.034 |
|
Discontinued Journals Output
|
4.778 | 5.771 |
|
Hyperauthored Output
|
-0.834 | -1.116 |
|
Leadership Impact Gap
|
2.619 | 0.242 |
|
Hyperprolific Authors
|
1.094 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
-0.128 | 1.097 |
Al-Zahraa University for Women presents a profile of emerging strengths and specific, high-priority vulnerabilities, reflected in an overall risk score of 1.114. The institution demonstrates commendable integrity in key areas, particularly its very low rates of institutional self-citation and publication in its own journals, indicating a strong commitment to external validation and avoidance of academic endogamy. However, this positive foundation is critically undermined by a significant rate of publication in discontinued journals, which poses a direct threat to its reputation and resource allocation. This practice, along with a medium-risk dependency on external partners for research impact and signals of hyperprolific authorship, requires immediate strategic intervention. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Pharmacology, Toxicology and Pharmaceutics; Biochemistry, Genetics and Molecular Biology; and Engineering. To fully align with its mission of keeping "pace with scientific and technological developments" and ensuring the quality of its educational outcomes, the university must address the identified risks. Publishing in low-quality venues contradicts the pursuit of excellence and compromises the "authentic Islamic orientation" by failing to uphold the highest standards of intellectual honesty. A focused strategy to enhance information literacy for journal selection and to cultivate internal research leadership will be essential to safeguard its mission and build a sustainable scientific future.
The institution demonstrates a prudent profile with a Z-score of -0.635, which is more rigorous than the national standard of -0.386. This indicates that the university manages its collaborative processes with a higher degree of control than the national average. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's controlled rate suggests a healthy and transparent approach to collaboration, effectively avoiding strategic attempts to inflate institutional credit or engage in “affiliation shopping.”
With a Z-score of 0.380, the university exhibits a medium risk level, yet this signifies relative containment when compared to the country's significant-risk score of 2.124. This suggests that although some quality control issues may exist, the institution operates with more order and has mechanisms that are more effective at mitigating this risk than the national average. Retractions are complex events, but a rate significantly lower than a compromised national environment suggests that the university's pre-publication quality control mechanisms are preventing the systemic failures observed elsewhere, though continued vigilance is warranted.
The university's Z-score of -1.158 is in the very low-risk category, demonstrating a clear preventive isolation from the national trend, where the country's Z-score is 2.034. This stark contrast indicates the institution does not replicate the risk dynamics of scientific isolation or 'echo chambers' observed in its environment. This commitment to external validation is a significant strength, ensuring that the institution's academic influence is built on global community recognition rather than being oversized by internal dynamics or endogamous impact inflation.
The institution faces an attenuated alert with a Z-score of 4.778. Although this is slightly below the critical national average of 5.771, it represents a significant and urgent risk. This high score constitutes a critical alert regarding due diligence in selecting dissemination channels. It indicates that a substantial portion of the university's scientific production is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy and policy implementation to prevent the waste of resources on 'predatory' or low-quality journals.
A slight divergence from the national norm is observed, with the institution's Z-score at -0.834 (low risk) compared to the country's -1.116 (very low risk). This suggests the emergence of minor risk signals at the university that are not apparent in the rest of the country. While the current level is low, this subtle increase warrants monitoring. It could be an early indicator of author list inflation in fields outside of 'Big Science', a practice that can dilute individual accountability and transparency. Proactive review can help distinguish between necessary massive collaboration and the rise of 'honorary' authorship practices.
The university shows high exposure to this risk, with a Z-score of 2.619, significantly higher than the national average of 0.242, despite both being in the medium-risk category. This wide positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige may be overly dependent and exogenous. This disparity invites reflection on whether the university's excellence metrics result from its own structural capacity and intellectual leadership or from strategic positioning in collaborations where it plays a secondary role, a dynamic that could hinder long-term, independent growth.
A moderate deviation is evident, as the institution's Z-score of 1.094 places it in the medium-risk category, while the country's score of -0.319 is low. This indicates the university shows greater sensitivity to this risk factor than its national peers. This indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship, data fragmentation, or the assignment of authorship without meaningful intellectual contribution. These dynamics prioritize metric inflation over the integrity of the scientific record and require a review of authorship policies.
The university demonstrates preventive isolation with a very low Z-score of -0.268, standing in sharp contrast to the country's medium-risk score of 1.373. This shows the institution is successfully avoiding the risk of academic endogamy prevalent in its environment. By not relying on in-house journals, which can present conflicts of interest, the university ensures its scientific production undergoes independent external peer review. This practice enhances global visibility and confirms that internal channels are not being used as 'fast tracks' to inflate CVs without standard competitive validation.
The institution shows strong institutional resilience with a low-risk Z-score of -0.128, effectively mitigating a systemic risk that is more pronounced at the national level (Z-score of 1.097). This suggests that the university's control mechanisms are working well. The low rate of massive and recurring bibliographic overlap between publications indicates a culture that prioritizes significant new knowledge over the practice of 'salami slicing'—dividing a single study into minimal units to artificially inflate productivity. This approach upholds the integrity of the scientific evidence base and respects the academic review system.
