| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.575 | 1.157 |
|
Retracted Output
|
-0.512 | 0.057 |
|
Institutional Self-Citation
|
-0.494 | -0.199 |
|
Discontinued Journals Output
|
-0.049 | 0.432 |
|
Hyperauthored Output
|
0.102 | -0.474 |
|
Leadership Impact Gap
|
0.271 | 0.219 |
|
Hyperprolific Authors
|
1.105 | 1.351 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
0.056 | 0.194 |
United Arab Emirates University (UAEU) presents a balanced and robust scientific integrity profile, with an overall risk score of -0.026 that indicates a strong alignment with best practices. The institution's primary strengths lie in its exceptional control over research quality and dissemination channels, evidenced by very low-risk scores for Retracted Output and Output in Institutional Journals. These results signal a mature culture of quality assurance and a commitment to external validation. While this foundation is solid, moderate risks are observed in areas related to authorship patterns and collaboration dynamics, such as Hyper-Authored Output and the Gap in Impact with Leadership, which require strategic monitoring to ensure sustainable growth. This strong integrity framework underpins the university's academic leadership, reflected in its top national rankings in the SCImago Institutions Rankings in key areas like Medicine, Social Sciences, and Economics, Econometrics and Finance. The university's mission to "enhance the research capacity of the country" and meet "international standards" is well-supported by its performance, yet the moderate risks could challenge the perception of self-sustaining excellence. We recommend leveraging the institution's proven strengths in quality control to develop targeted policies that refine authorship guidelines and foster greater intellectual leadership, thereby fully aligning its operational practices with its strategic vision of national advancement and global excellence.
The institution demonstrates a more controlled approach to multiple affiliations than the national trend, suggesting effective management of a common risk. With a Z-score of 0.575, which is notably lower than the national average of 1.157, the university appears to successfully moderate a practice that is more pronounced across the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this differentiated performance indicates that the institution likely has clear policies in place to distinguish legitimate, value-added collaborations from strategic “affiliation shopping” aimed at artificially inflating institutional credit.
The university demonstrates an exceptional commitment to research quality, effectively isolating itself from the risk dynamics observed nationally. With a Z-score of -0.512, indicating a very low rate of retractions, the institution stands in stark contrast to the country's medium-risk profile (0.057). This superior performance suggests that the university's pre-publication quality control mechanisms and supervision are not just functional but exemplary. It signals a mature and responsible integrity culture that successfully prevents the systemic failures or lack of methodological rigor that can lead to a higher incidence of retractions, thereby safeguarding its scientific record.
The institution exhibits a prudent and externally-focused research profile, managing its processes with more rigor than the national standard. Its low Z-score of -0.494, compared to the country's score of -0.199, indicates a healthy and natural level of self-citation that reflects the continuity of established research lines. This performance demonstrates a strong commitment to external validation and successfully avoids the risk of creating scientific 'echo chambers' where academic influence might be oversized by internal dynamics rather than by recognition from the global community.
The university shows strong institutional resilience, with internal control mechanisms appearing to mitigate systemic risks present at the national level. Its low Z-score of -0.049 contrasts sharply with the country's medium-risk average (0.432), indicating that its researchers exercise strong due diligence in selecting publication venues. This performance acts as a firewall against the severe reputational risks associated with 'predatory' or low-quality journals, ensuring that scientific production is channeled through credible media that meet international ethical and quality standards and that resources are not wasted.
A moderate deviation from the national norm is observed in this area, suggesting the institution is more sensitive to risk factors related to authorship than its peers. The university's medium-risk Z-score of 0.102, compared to the country's low-risk score of -0.474, warrants a closer review of authorship practices. While extensive author lists are legitimate in 'Big Science' contexts, a high Z-score outside of these fields can indicate author list inflation, which dilutes individual accountability and transparency. This serves as a signal to distinguish between necessary massive collaboration and potentially inappropriate 'honorary' authorship practices.
The institution shows a higher exposure to this risk factor compared to the national average, suggesting a greater dependency on external partners for high-impact research. The university's Z-score of 0.271 is slightly above the country's already moderate score of 0.219, indicating a wider gap between its overall impact and the impact of research where it holds intellectual leadership. This pattern signals a potential sustainability risk, where scientific prestige may be more dependent and exogenous than structural. It invites a strategic reflection on whether excellence metrics result from real internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The university demonstrates differentiated management of a risk that is common at the national level. Although its Z-score of 1.105 indicates a medium-risk level for hyperprolific authors, it is notably lower than the country average of 1.351. This suggests that while the phenomenon exists, the institution is moderating it more effectively than its peers. This indicator alerts to potential imbalances between quantity and quality, as extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over scientific integrity.
There is a perfect alignment between the institution and its national environment, reflecting a shared commitment to maximum scientific security in this domain. The university's Z-score of -0.268 is identical to the country's average, both at a very low-risk level. This demonstrates a strong and commendable preference for external, independent peer review over in-house journals, which can carry a risk of academic endogamy or conflicts of interest. This practice enhances the global visibility and competitive validation of its research, reinforcing a culture of transparency and meritocracy.
The institution effectively moderates the risk of redundant publications, a practice more common in the national context. With a Z-score of 0.056, the university's rate is significantly lower than the country's average of 0.194, though both fall within the medium-risk category. This suggests better oversight to prevent 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. By controlling this, the university promotes the publication of more significant, coherent knowledge and avoids overburdening the scientific review system with fragmented data.
