Rabdan Academy

EXECUTIVE SUMMARY AND STRATEGIC VISION

Rabdan Academy demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.256, which indicates a performance significantly stronger than the global average. The institution exhibits exceptional control in critical areas such as the rate of retracted output, the sustainability of its scientific impact, and the prevention of redundant publications, effectively insulating itself from several risk trends observed at the national level. Areas for strategic monitoring include a moderate tendency towards institutional self-citation and publication in discontinued journals. According to SCImago Institutions Rankings data, the Academy's research strengths are particularly notable within the United Arab Emirates, with top-10 national rankings in key areas such as Engineering (6th), Energy (6th), Earth and Planetary Sciences (8th), and Computer Science (9th). While the institution's formal mission was not available for this analysis, this strong integrity performance and focused thematic excellence align with the universal academic values of rigor, transparency, and social responsibility. To further solidify its leadership position, it is recommended that the Academy focuses on refining its publication channel selection policies and fostering broader external validation to ensure its growing influence is both impactful and globally recognized.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.395, which is notably lower than the national average of 1.157. This suggests a more controlled and differentiated management of a practice that appears to be more common within the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the Academy's more moderate rate indicates a reduced risk of strategic attempts to inflate institutional credit or engage in “affiliation shopping.” This prudent approach helps ensure that institutional credit is claimed in a manner that accurately reflects substantive collaboration.

Rate of Retracted Output

With a Z-score of -0.493, the institution shows a near-total absence of risk signals, in stark contrast to the national average of 0.057, which indicates a medium level of risk. This demonstrates a clear preventive isolation, where the Academy does not replicate the risk dynamics observed in its environment. Retractions can signify systemic failures in pre-publication quality control. The institution's exceptionally low rate suggests that its internal supervision and methodological rigor are highly effective, protecting its scientific record and reputation from the vulnerabilities affecting the broader national system.

Rate of Institutional Self-Citation

The institution's Z-score for this indicator is 0.647, representing a moderate deviation from the national standard, which sits at a low-risk Z-score of -0.199. This indicates that the Academy shows a greater sensitivity to this risk factor than its national peers. A certain level of self-citation is natural, but disproportionately high rates can signal concerning scientific isolation or 'echo chambers.' This value warrants a review to ensure the institution's academic influence is being validated by the global community, mitigating the risk of endogamous impact inflation where prestige is oversized by internal dynamics.

Rate of Output in Discontinued Journals

The Academy's Z-score of 0.676 is higher than the national average of 0.432, indicating a high exposure to this particular risk. This suggests the institution is more prone than its peers to channeling its research into media that may not meet international ethical or quality standards. A high proportion of publications in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This pattern exposes the institution to severe reputational risks and points to an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

The institution exhibits a Z-score of -1.086, which is significantly lower than the national average of -0.474. This prudent profile demonstrates that the Academy manages its authorship practices with more rigor than the national standard. While extensive author lists are legitimate in 'Big Science,' a low score outside these contexts is a positive sign. It indicates a healthy culture that effectively distinguishes between necessary massive collaboration and potentially problematic practices like 'honorary' authorship, thereby reinforcing individual accountability and transparency in research contributions.

Gap between Impact of total output and the impact of output with leadership

With an exceptionally low Z-score of -1.724, the institution stands in sharp contrast to the national average of 0.219. This signifies a state of preventive isolation from a risk prevalent in its environment. A wide positive gap can suggest that an institution's prestige is dependent on external partners rather than its own capabilities. The Academy's very low score indicates the opposite: its scientific impact is structurally sound and driven by its own intellectual leadership. This demonstrates a high degree of scientific autonomy and sustainability, confirming that its excellence metrics result from genuine internal capacity.

Rate of Hyperprolific Authors

The institution's Z-score of -0.885 is significantly lower than the national average of 1.351, showcasing strong institutional resilience. This indicates that the Academy's control mechanisms appear to successfully mitigate systemic risks related to extreme productivity that are present in the country. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful intellectual contribution. The Academy's low rate suggests a culture that prioritizes quality over quantity, effectively preventing potential imbalances and the associated risks of coercive authorship or superficial contributions.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is identical to the national average, demonstrating perfect integrity synchrony. This complete alignment with a low-risk national environment indicates that the Academy, like its peers, does not rely on its own journals for dissemination. This practice is a hallmark of good governance, as it avoids potential conflicts of interest where the institution would act as both judge and party. By consistently seeking independent external peer review, the institution ensures its scientific production is validated against global standards and enhances its international visibility.

Rate of Redundant Output

The Academy shows a Z-score of -1.186, indicating a near-absence of this risk, while the national average stands at 0.194. This is a clear case of preventive isolation, where the institution does not partake in risk dynamics observed nationally. Massive bibliographic overlap between publications can indicate 'salami slicing'—the practice of fragmenting a study to artificially inflate productivity. The institution's extremely low score suggests a strong commitment to publishing coherent, significant studies, thereby protecting the integrity of the scientific record and prioritizing meaningful knowledge over sheer volume.