| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.700 | -0.386 |
|
Retracted Output
|
0.662 | 2.124 |
|
Institutional Self-Citation
|
0.057 | 2.034 |
|
Discontinued Journals Output
|
5.440 | 5.771 |
|
Hyperauthored Output
|
-0.937 | -1.116 |
|
Leadership Impact Gap
|
4.696 | 0.242 |
|
Hyperprolific Authors
|
0.546 | -0.319 |
|
Institutional Journal Output
|
-0.268 | 1.373 |
|
Redundant Output
|
3.178 | 1.097 |
The University of Al-Ameed presents a complex scientific integrity profile, marked by areas of exemplary governance alongside significant vulnerabilities that require immediate strategic attention. With an overall risk score of 1.594, the institution demonstrates notable strengths in managing its internal publication channels and moderating self-citation, outperforming national trends in these areas. However, this is contrasted by critical alerts in three key indicators: a high dependency on discontinued journals, a substantial gap between its overall research impact and the impact of work where it holds intellectual leadership, and a significant rate of redundant publications. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Agricultural and Biological Sciences, Chemistry, Environmental Science, and Pharmacology, Toxicology and Pharmaceutics. These identified risks directly challenge the university's mission to produce "effective outcomes and influential research," as practices like publishing in low-quality venues and fragmenting research undermine genuine academic standing. To fully realize its mission, the university is advised to implement targeted quality control and authorship policies that address these specific vulnerabilities, thereby ensuring its research contributions are both robust and sustainable.
The institution registers a Z-score of -0.700, which is more conservative than the national average of -0.386. This indicates a prudent and rigorous approach to managing author affiliations. The university's practices appear more stringent than the national standard, effectively minimizing the risks associated with this indicator. While multiple affiliations can be a legitimate outcome of collaboration, the university's controlled rate suggests a low incidence of strategic "affiliation shopping" designed to artificially inflate institutional credit, reflecting a healthy and transparent collaborative profile.
With a Z-score of 0.662, the university shows a moderate signal for retracted publications, yet this is significantly lower than the critical national average of 2.124. This suggests that while some risk is present, the institution operates with more effective quality control than many of its national peers. Retractions are complex events, but a high rate can suggest systemic failures in pre-publication review. In this context, the university's relative containment of this risk indicates that its integrity culture, while not immune to issues, is more resilient than the national environment, though continued monitoring of its methodological rigor is warranted.
The university's Z-score for institutional self-citation is 0.057, a figure substantially lower than the national average of 2.034. This demonstrates a differentiated and effective management strategy that moderates a risk that appears to be common practice across the country. A certain level of self-citation is natural, but the university's low rate indicates it successfully avoids the "echo chambers" and endogamous impact inflation prevalent elsewhere. This commitment to external validation strengthens the credibility of its academic influence, showing it is recognized by the global community rather than just internal dynamics.
The institution exhibits a Z-score of 5.440, a significant alert that is, however, slightly below the critical national average of 5.771. This attenuated alert signals that while the university is a global outlier in this practice, it shows marginally more control than the national trend. A high proportion of publications in discontinued journals is a critical issue, indicating that a significant portion of its scientific output is channeled through media failing to meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy and due diligence policies to prevent the waste of resources on predatory or low-quality venues.
With a Z-score of -0.937, the university shows a low rate of hyper-authored output, but this represents a slight divergence from the national context, where the score is even lower at -1.116. This finding suggests the emergence of risk signals within the institution that are not yet apparent in the rest of the country. While extensive author lists are legitimate in "Big Science," their appearance outside these contexts can indicate author list inflation. The university's score, though low, warrants observation to ensure that practices of "honorary" authorship do not develop, thereby maintaining individual accountability.
The university's Z-score of 4.696 is a significant outlier, drastically amplifying the moderate risk level seen at the national level (0.242). This wide positive gap signals a critical sustainability risk, suggesting that the institution's scientific prestige is highly dependent on external partners rather than its own structural capacity. This finding directly challenges the perception of excellence, indicating that the university's high-impact metrics may result more from strategic positioning in collaborations where it does not exercise intellectual leadership, rather than from genuine internal innovation and influence.
The institution's Z-score of 0.546 indicates a medium risk level, representing a moderate deviation from the national standard, which sits at a low-risk -0.319. This suggests the university is more sensitive to risk factors related to hyperprolificacy than its national peers. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This alert points to potential imbalances between quantity and quality, highlighting risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.268, the university demonstrates a very low risk in this area, effectively isolating itself from the medium-risk dynamics observed nationally (1.373). This preventive isolation is a sign of strong governance. By avoiding over-reliance on its own journals, the institution sidesteps potential conflicts of interest and academic endogamy, where production might bypass independent external peer review. This practice ensures its research undergoes standard competitive validation, thereby enhancing its global visibility and credibility.
The university displays a significant Z-score of 3.178, a figure that accentuates the vulnerabilities already present in the national system (1.097). This indicates that the institution not only reflects a national trend but amplifies it, pointing to a systemic issue. A high value in this indicator alerts to the practice of "salami slicing," where a coherent study is fragmented into minimal publishable units to artificially inflate productivity metrics. This behavior distorts the scientific evidence base and overburdens the review system, prioritizing publication volume over the generation of significant new knowledge.
