RAK Medical and Health Sciences University

Region/Country

Middle East
United Arab Emirates
Universities and research institutions

Overall

0.173

Integrity Risk

medium

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.146 1.157
Retracted Output
-0.437 0.057
Institutional Self-Citation
-0.856 -0.199
Discontinued Journals Output
1.256 0.432
Hyperauthored Output
-0.354 -0.474
Leadership Impact Gap
3.539 0.219
Hyperprolific Authors
0.076 1.351
Institutional Journal Output
-0.268 -0.268
Redundant Output
-1.186 0.194
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

RAK Medical and Health Sciences University presents a robust scientific integrity profile, marked by an overall score of 0.173, which indicates a solid foundation with specific, high-impact areas requiring strategic intervention. The institution demonstrates exceptional strengths in maintaining a very low rate of retracted output, institutional self-citation, and redundant publications, signaling a culture of rigorous quality control and a commitment to external validation. However, this positive landscape is contrasted by a significant risk related to the gap between its overall research impact and the impact of work led by its own faculty, alongside a medium risk in the selection of publication venues. According to SCImago Institutions Rankings data, the university excels thematically with top-tier national rankings in Chemistry, Dentistry, and Pharmacology, Toxicology and Pharmaceutics. This thematic excellence is potentially undermined by the identified risk of dependency on external leadership, which challenges the mission to "contribute to the advancement of knowledge through its support for research conducted by its faculty and students." An over-reliance on external partners for impact may hinder the development of internal capacity and contradicts the goal of fostering self-sufficient, ethical, and high-quality research. To fully align its operational reality with its mission, the university should leverage its strong integrity framework to develop strategies that empower internal research leadership, ensuring its recognized thematic strengths translate into sustainable, institution-led scientific prestige.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.146, which is notably lower than the national average of 1.157. This indicates a differentiated management approach, where the university successfully moderates a risk that is more common at the national level. While multiple affiliations can be a legitimate outcome of collaboration, the institution's controlled rate suggests effective policies are in place to prevent strategic "affiliation shopping" or the artificial inflation of institutional credit, a practice that appears more prevalent across the country.

Rate of Retracted Output

With a Z-score of -0.437, the institution demonstrates a near-total absence of risk, positioning it in preventive isolation from the national environment, which shows a medium risk level (Z-score: 0.057). This outstanding result suggests that the university's quality control and supervision mechanisms are exceptionally robust. A high rate of retractions can signal systemic failures in methodological rigor or integrity culture; conversely, this institution's performance indicates that its pre-publication review processes are highly effective, safeguarding its scientific record and reputation.

Rate of Institutional Self-Citation

The institution's Z-score of -0.856 is significantly below the already low national average of -0.199, demonstrating low-profile consistency and an exemplary commitment to external validation. A certain level of self-citation is natural, but the university's very low rate confirms the absence of scientific isolation or 'echo chambers.' This result is a strong indicator that the institution's academic influence is earned through genuine recognition by the global community rather than being inflated by internal dynamics.

Rate of Output in Discontinued Journals

The institution shows a Z-score of 1.256, indicating a high exposure to this risk, especially when compared to the national average of 0.432. This value constitutes a critical alert regarding due diligence in selecting dissemination channels. It suggests that a significant portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and points to an urgent need for enhanced information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality publications.

Rate of Hyper-Authored Output

With a Z-score of -0.354, the institution's risk level is low but slightly higher than the national average of -0.474, signaling an incipient vulnerability. While the current level is not alarming, this subtle deviation warrants review to ensure it does not escalate. In fields outside of 'Big Science,' high rates of hyper-authorship can indicate author list inflation, which dilutes individual accountability. This signal serves as a reminder to maintain transparency and rigor in authorship practices to distinguish necessary massive collaboration from honorary inclusions.

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

The institution's Z-score of 3.539 is at a significant risk level, drastically accentuating a vulnerability that is only moderately present in the national system (Z-score: 0.219). This is the most critical finding in the report, as it signals a major sustainability risk. The extremely high value suggests that the institution's scientific prestige is heavily dependent and exogenous, not structural. It raises urgent questions about whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where the university does not exercise intellectual leadership, a situation that requires immediate strategic review.

Rate of Hyperprolific Authors

The institution's Z-score of 0.076 reflects a well-managed, medium risk that is considerably lower than the national average of 1.351. This demonstrates differentiated management, where the university effectively moderates a risk that is more pronounced in its environment. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful contribution. The university's controlled score suggests a healthy balance between quantity and quality, successfully avoiding potential risks such as coercive authorship or metric-chasing that may be more common at the national level.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is identical to the national average, reflecting perfect integrity synchrony in an environment of maximum scientific security. This alignment on a very low-risk indicator is a sign of excellent practice. It confirms that the university avoids the conflicts of interest and academic endogamy associated with over-reliance on in-house journals. By subjecting its research to independent external peer review, the institution ensures its work is validated through standard competitive channels, thereby enhancing its global visibility and credibility.

Rate of Redundant Output

With an exceptionally low Z-score of -1.186, the institution achieves a state of preventive isolation from the national context, where this indicator presents a medium risk (Z-score: 0.194). This result is a strong testament to the university's commitment to research integrity. A high rate of redundant output often indicates 'salami slicing'—the practice of fragmenting a study to inflate publication counts. The institution's near-zero risk in this area shows a clear prioritization of significant, coherent knowledge over sheer volume, protecting the integrity of the scientific record.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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