| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.561 | 1.157 |
|
Retracted Output
|
-0.249 | 0.057 |
|
Institutional Self-Citation
|
-0.886 | -0.199 |
|
Discontinued Journals Output
|
0.555 | 0.432 |
|
Hyperauthored Output
|
-1.204 | -0.474 |
|
Leadership Impact Gap
|
-2.001 | 0.219 |
|
Hyperprolific Authors
|
0.246 | 1.351 |
|
Institutional Journal Output
|
-0.268 | -0.268 |
|
Redundant Output
|
3.739 | 0.194 |
The University of Dubai demonstrates a robust scientific integrity profile, reflected in a low overall risk score of 0.073. The institution exhibits exceptional strengths in maintaining intellectual leadership, with a minimal gap between its overall research impact and the impact of its self-led output, a clear indicator of structural capacity. Further strengths are evident in the very low rates of institutional self-citation and hyper-authorship, signaling a culture of external validation and transparent accountability. However, this strong foundation is contrasted by a significant risk alert in the Rate of Redundant Output, alongside medium-level risks in publication channel selection and author productivity patterns. These findings are particularly relevant given the University's strong positioning in key thematic areas, as evidenced by SCImago Institutions Rankings data, including Social Sciences, Economics, Econometrics and Finance, Environmental Science, and Energy. While these rankings affirm the University's research focus, the identified risk in redundant publication directly challenges the mission to uphold "international standards" and produce "high caliber graduates." Such practices can undermine the pursuit of genuine excellence and the credibility of research aimed at regional economic development. To fully align its operational practices with its strategic vision, the University is encouraged to leverage its clear strengths in governance to address the specific vulnerabilities identified, thereby reinforcing its commitment to producing impactful and unimpeachable research.
The University of Dubai presents a Z-score of 0.561 in this indicator, which is notably lower than the national average of 1.157. This suggests a pattern of differentiated management where the institution successfully moderates a risk that is more pronounced across the country. While multiple affiliations can be a legitimate outcome of valuable collaborations, the University's more controlled rate indicates a healthier balance, suggesting that it is less exposed than its national peers to strategic practices aimed at artificially inflating institutional credit or "affiliation shopping." This demonstrates effective governance in a context where such practices may be more common.
With a Z-score of -0.249, the University maintains a low-risk profile for retracted publications, contrasting with the country's medium-risk average of 0.057. This disparity highlights the institution's resilience and the effectiveness of its internal control mechanisms in mitigating systemic risks present in the national environment. A low retraction rate is a positive signal of responsible supervision and robust pre-publication quality control. The University's performance suggests that its integrity culture is successfully preventing the kind of recurring methodological or ethical failures that can lead to a higher incidence of retractions, thereby safeguarding its scientific reputation.
The institution shows a Z-score of -0.886, indicating a very low risk that is even more controlled than the country's low-risk average of -0.199. This demonstrates low-profile consistency, where the complete absence of risk signals aligns with and improves upon the national standard. A certain level of self-citation is natural, but the University's exceptionally low rate is a strong indicator that it avoids scientific isolation or 'echo chambers.' This performance confirms that the institution's academic influence is validated by the broader global community rather than being inflated by internal dynamics, reflecting a healthy integration into international research conversations.
The University's Z-score for this indicator is 0.555, placing it in the medium-risk category and slightly above the national average of 0.432. This result points to a high exposure, suggesting the institution is more prone than its peers to this particular risk. A significant presence in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This elevated score indicates a vulnerability where a portion of the University's research is channeled through media that may not meet international quality standards, exposing it to reputational damage and suggesting an urgent need to enhance information literacy among its researchers to avoid predatory or low-quality outlets.
With a Z-score of -1.204, the University exhibits a very low-risk profile, performing significantly better than the country's low-risk average of -0.474. This excellent result demonstrates a consistent and robust approach to authorship integrity that exceeds the national standard. Outside of "Big Science" contexts, high rates of hyper-authorship can indicate a dilution of individual accountability. The University's very low score signals a strong institutional culture that values transparency and avoids practices like 'honorary' or political authorship, ensuring that credit is assigned appropriately and responsibly.
The institution records an exceptionally strong Z-score of -2.001, a very low-risk signal that stands in stark contrast to the country's medium-risk average of 0.219. This demonstrates a clear case of preventive isolation, where the University does not replicate the risk dynamics observed in its environment. A wide positive gap can signal a dependency on external partners for impact. However, the University's negative score indicates that its scientific prestige is structural and internally driven, with the impact of its self-led research being particularly strong. This is a powerful indicator of genuine internal capacity and intellectual leadership, distinguishing it from the national trend.
The University's Z-score of 0.246 is in the medium-risk category but is substantially lower than the national average of 1.351. This indicates a pattern of differentiated management, where the institution effectively moderates a risk that is far more prevalent nationally. While extreme individual publication volumes can challenge the limits of meaningful intellectual contribution, the University appears to have control mechanisms that temper this trend. This suggests a more balanced approach that mitigates the risks of prioritizing quantity over quality, such as coercive authorship or assigning credit without real participation, better than its national counterparts.
With a Z-score of -0.268, the University's performance is identical to the national average, placing both in the very low-risk category. This reflects a perfect integrity synchrony and a total alignment with an environment of maximum scientific security on this front. Over-reliance on in-house journals can create conflicts of interest and academic endogamy. The University's very low score demonstrates a firm commitment to using independent, external peer review channels for its research, ensuring its work is validated against global standards and maximizing its international visibility.
The University of Dubai has a Z-score of 3.739, a significant risk level that is alarmingly higher than the country's medium-risk average of 0.194. This finding indicates a risk accentuation, where the institution amplifies a vulnerability already present in the national system. Massive bibliographic overlap between publications is a strong indicator of data fragmentation or 'salami slicing,' the practice of dividing a single study into minimal units to artificially inflate productivity metrics. This high value constitutes a critical alert, as it distorts the scientific record and prioritizes volume over the generation of significant new knowledge, a practice that requires immediate and decisive intervention from management.