| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.820 | 1.157 |
|
Retracted Output
|
-0.625 | 0.057 |
|
Institutional Self-Citation
|
-1.274 | -0.199 |
|
Discontinued Journals Output
|
-0.221 | 0.432 |
|
Hyperauthored Output
|
0.743 | -0.474 |
|
Leadership Impact Gap
|
1.410 | 0.219 |
|
Hyperprolific Authors
|
-0.834 | 1.351 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
-0.394 | 0.194 |
Mohammed Bin Rashid University of Medicine and Health Sciences presents a robust and well-balanced scientific integrity profile, reflected in its overall risk score of -0.136. The institution demonstrates exceptional strengths in quality control and research ethics, with very low risk signals in retracted output, institutional self-citation, and publications in its own journals. These indicators point to a culture of rigorous external validation and high-quality scholarly communication. Areas requiring strategic attention include a high rate of multiple affiliations, hyper-authored output, and a notable gap between its overall research impact and the impact of work led by its own researchers, suggesting opportunities to strengthen internal leadership within collaborations. These findings are contextualized by the university's outstanding performance in key thematic areas, as evidenced by SCImago Institutions Rankings data, where it ranks among the top national institutions in Pharmacology, Toxicology and Pharmaceutics (2nd), Dentistry (3rd), Biochemistry, Genetics and Molecular Biology (7th), and Medicine (7th). To fully realize its mission of advancing health through an innovative and globally connected system, the university is encouraged to translate its collaborative success into greater intellectual leadership, ensuring its operational integrity and strategic partnerships reinforce its growing reputation as a hub of excellence.
The university's Z-score of 1.820 for this indicator is notably higher than the national average of 1.157. This suggests that the institution is more exposed than its national peers to the risks associated with this practice. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” Given its higher-than-average exposure, the university may benefit from reviewing its collaboration policies to ensure they continue to foster genuine scientific partnership and clearly define institutional contributions.
With a Z-score of -0.625, the institution demonstrates a near-total absence of retracted publications, effectively isolating itself from the medium-risk dynamics observed nationally (Z-score: 0.057). This performance indicates a preventive and robust governance model. Retractions can be complex, but a high rate often suggests that quality control mechanisms prior to publication may be failing systemically. The university's excellent result in this area points to a strong integrity culture and effective methodological supervision, successfully preventing potential issues before they escalate and safeguarding its scientific record.
The university's Z-score of -1.274 is exceptionally low, positioning it well below the already low national average of -0.199. This demonstrates a consistent and commendable low-risk profile. A certain level of self-citation is natural, but high rates can signal scientific isolation or 'echo chambers.' The institution's performance strongly indicates that its research is validated by the broader global community, not just internally. This external scrutiny confirms that its academic influence is built on widespread recognition, avoiding any risk of endogamous impact inflation.
The institution displays significant resilience, with a low-risk Z-score of -0.221 in contrast to the country's medium-risk average of 0.432. This suggests that the university's internal control mechanisms are effectively mitigating a systemic risk present in its environment. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. The university's strong performance indicates that its researchers are successfully navigating the publishing landscape, avoiding predatory or low-quality venues and thereby protecting its reputation and resources.
The university's Z-score of 0.743 represents a moderate deviation from the national standard, which sits at a low-risk -0.474. This indicates a greater institutional sensitivity to risk factors associated with large author lists. While extensive authorship is legitimate in 'Big Science,' a medium-risk signal outside these contexts can point to author list inflation, which dilutes individual accountability and transparency. This serves as a signal for the institution to ensure its authorship practices consistently reflect genuine collaboration and distinguish necessary large-scale teamwork from 'honorary' attributions.
With a Z-score of 1.410, the university shows a higher exposure to this risk indicator compared to the national average of 0.219. This suggests that while the institution's overall impact is strong, a significant portion of this prestige may be dependent on collaborations where it does not hold an intellectual leadership role. A very wide positive gap signals a sustainability risk, where scientific prestige is more exogenous than structural. This finding invites a strategic reflection on how to build and showcase internal capacity, ensuring that excellence metrics are a direct result of the university's own core research strengths.
The university demonstrates strong institutional resilience with a low-risk Z-score of -0.834, effectively mitigating a risk that is more pronounced at the national level (Z-score: 1.351). Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal an imbalance between quantity and quality. The institution's prudent profile in this area suggests a healthy research culture that prioritizes the integrity of the scientific record and substantive contributions over the simple inflation of productivity metrics.
The university's Z-score of -0.268 is perfectly aligned with the national benchmark, reflecting a state of integrity synchrony within a secure environment. This shared commitment to avoiding excessive publication in in-house journals is a positive sign for the national research system. Over-reliance on institutional journals can create conflicts of interest and academic endogamy. The university's practice of seeking external, independent peer review for its scientific output enhances its global visibility and ensures its research undergoes standard competitive validation.
The institution demonstrates notable resilience, maintaining a low-risk profile (Z-score: -0.394) in a national context where this practice presents a medium risk (Z-score: 0.194). This suggests that the university's control mechanisms are effective in promoting substantive publications. A high rate of redundant output, or 'salami slicing,' involves fragmenting data to artificially inflate productivity, which distorts the scientific evidence base. The university's controlled performance indicates a culture that values the generation of significant new knowledge over sheer publication volume.
