| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.412 | 0.704 |
|
Retracted Output
|
34.999 | 1.274 |
|
Institutional Self-Citation
|
-1.142 | 0.060 |
|
Discontinued Journals Output
|
1.087 | 1.132 |
|
Hyperauthored Output
|
-0.339 | -0.763 |
|
Leadership Impact Gap
|
-0.739 | 0.491 |
|
Hyperprolific Authors
|
-1.413 | 2.211 |
|
Institutional Journal Output
|
-0.268 | -0.234 |
|
Redundant Output
|
-1.186 | 0.188 |
Ibn Sina National College for Medical Studies presents a profile of pronounced contrasts, combining areas of exceptional scientific integrity with a critical vulnerability that requires immediate attention. The institution demonstrates outstanding performance in managing risks related to academic endogamy and productivity, with very low indicators for Institutional Self-Citation, Hyperprolific Authors, Redundant Output, and publication in its own journals. However, this solid foundation is severely compromised by a globally significant and anomalous Rate of Retracted Output, which stands as the institution's primary strategic challenge. According to SCImago Institutions Rankings data, the College's scientific strengths are concentrated in high-impact areas such as Pharmacology, Toxicology and Pharmaceutics (ranking 4th in Saudi Arabia) and Biochemistry, Genetics and Molecular Biology. This excellence is directly threatened by the high retraction rate, which fundamentally contradicts the institutional mission to provide "outstanding... research and medical services." An inability to ensure the validity of published work undermines its contribution to healthcare and compromises its reputation. It is imperative that the College leverages its clear governance strengths to conduct a thorough audit of its quality control and research integrity processes, ensuring its practices align with its mission and its notable thematic leadership.
The institution's Z-score of 1.412 is notably higher than the national average of 0.704, indicating a greater exposure to this particular risk. This suggests that while a medium level of multiple affiliations is a shared pattern within the country's research ecosystem, the College is more prone to showing these alert signals than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this heightened rate warrants a review to ensure that these practices are driven by genuine collaboration rather than strategic attempts to inflate institutional credit or engage in “affiliation shopping.”
With a Z-score of 34.999, the institution's rate of retractions is a global red flag, dramatically exceeding the already significant national average of 1.274. This extreme value signals a critical anomaly that goes far beyond the honest correction of unintentional errors. A rate this high suggests that quality control mechanisms prior to publication may be failing systemically. This is not an isolated issue but a profound vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a severe lack of methodological rigor that requires immediate and urgent qualitative verification by management to protect its scientific reputation.
The institution demonstrates preventive isolation from national trends with a Z-score of -1.142, indicating a very low risk, in stark contrast to the medium-risk environment of the country (0.060). This is a significant strength, showing that the College does not replicate the risk dynamics observed in its environment. A certain level of self-citation is natural, but the institution's low rate confirms it avoids concerning scientific isolation or 'echo chambers.' This commitment to external scrutiny ensures its academic influence is validated by the global community rather than being inflated by internal dynamics.
The institution's Z-score of 1.087 is nearly identical to the national average of 1.132, reflecting a systemic pattern of risk. This alignment suggests that the challenge of publishing in journals that fail to meet international standards is a shared practice or vulnerability at a national level. A high proportion of output in such venues constitutes a critical alert regarding due diligence in selecting dissemination channels. This indicates an urgent, system-wide need for improved information literacy to avoid channeling valuable research and resources into 'predatory' or low-quality publications, which poses a severe reputational risk.
With a Z-score of -0.339, the institution's risk level is low but slightly more pronounced than the national average of -0.763, signaling an incipient vulnerability. While both the College and the country operate within a low-risk range, the institution shows signals that warrant review before they escalate. Outside of "Big Science" contexts, a rising score can indicate early signs of author list inflation, which dilutes individual accountability. This serves as a prompt to proactively ensure that authorship practices remain transparent and distinguish necessary collaboration from 'honorary' attributions.
The institution exhibits strong institutional resilience, with a low-risk Z-score of -0.739, in contrast to the medium-risk national average of 0.491. This indicates that the College's control mechanisms appear to successfully mitigate the country's systemic risks related to impact dependency. A wide positive gap can signal that prestige is dependent on external partners, but the institution's negative score suggests the opposite: its scientific prestige is structural and results from real internal capacity. This reflects a sustainable model where the institution exercises intellectual leadership in its collaborations.
The institution shows a clear preventive isolation from national risk dynamics, with a Z-score of -1.413 (very low risk) compared to the country's medium-risk score of 2.211. This demonstrates that the College does not replicate the vulnerabilities observed in its environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship. The institution's excellent score indicates a healthy balance between quantity and quality, safeguarding the integrity of its scientific record from practices that prioritize metrics over substance.
The institution's Z-score of -0.268 is in perfect integrity synchrony with the national average of -0.234, showing a total alignment within an environment of maximum scientific security. Both the College and the country demonstrate a very low reliance on institutional journals. This shared practice is a sign of strength, as it avoids the conflicts of interest that arise when an institution acts as both judge and party. By prioritizing external peer review, the institution ensures its scientific production achieves global visibility and competitive validation, rather than using internal channels as potential 'fast tracks' to inflate CVs.
With a Z-score of -1.186, the institution demonstrates a robust preventive isolation from the medium-risk trend seen at the national level (0.188). This very low score indicates that the College does not replicate the risk dynamics prevalent in its environment. Massive bibliographic overlap between publications often indicates data fragmentation or 'salami slicing' to artificially inflate productivity. The institution's strong performance in this area signals a culture that values the publication of coherent, significant new knowledge over volume, thereby contributing responsibly to the scientific evidence base.