| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.166 | 0.062 |
|
Retracted Output
|
-0.306 | 0.455 |
|
Institutional Self-Citation
|
-0.371 | -0.371 |
|
Discontinued Journals Output
|
1.256 | 0.812 |
|
Hyperauthored Output
|
-1.091 | -0.759 |
|
Leadership Impact Gap
|
-0.690 | 0.410 |
|
Hyperprolific Authors
|
-0.977 | -0.246 |
|
Institutional Journal Output
|
-0.268 | 0.977 |
|
Redundant Output
|
2.083 | -0.066 |
The National University of Science and Technology, Oman, presents a robust scientific integrity profile, marked by an overall risk score of 0.048, indicating a healthy operational baseline with specific areas requiring strategic attention. The institution demonstrates significant strengths in maintaining low rates of hyperprolific authorship and minimal reliance on institutional journals, showcasing a commitment to quality over quantity and external validation. These strengths are complemented by a resilient performance in managing retracted output and ensuring intellectual leadership in collaborations, outperforming national trends in these areas. According to SCImago Institutions Rankings data, the university's scientific leadership is most prominent in thematic areas such as Earth and Planetary Sciences, Pharmacology, Toxicology and Pharmaceutics, Chemistry, and Environmental Science. However, moderate risks in redundant output (salami slicing), publication in discontinued journals, and multiple affiliations present a challenge to its mission to "transform students into a global citizens with a quest for knowledge and its application, for the betterment of society." These practices can dilute the impact of genuine knowledge and contradict the ethos of excellence and social responsibility inherent in the mission. To fully align its operational practices with its strategic vision, the university is encouraged to leverage its clear governance strengths to develop targeted policies that mitigate these specific vulnerabilities, thereby reinforcing its role as a leader in ethical and impactful research.
The institution's Z-score of 0.166 is higher than the national average of 0.062, placing both within a medium-risk context. This pattern suggests that the university is more exposed than its national peers to practices that can lead to an overstatement of institutional credit. While multiple affiliations are often a legitimate result of collaboration, the higher rate here warrants a review to ensure that all affiliations are substantive and not merely strategic attempts at “affiliation shopping” to artificially boost institutional rankings or researcher profiles.
With a Z-score of -0.306, the institution demonstrates a low rate of retractions, which contrasts favorably with the medium-risk national average of 0.455. This disparity points toward effective institutional resilience, where internal control mechanisms appear to successfully mitigate the systemic risks observed elsewhere in the country. A low retraction rate suggests that quality control and supervisory processes prior to publication are robust, preventing the kind of systemic failures or recurring malpractice that can damage scientific credibility, and instead reflects a culture of responsible research conduct.
The institution's Z-score of -0.371 is identical to the national average, indicating a state of statistical normality. This perfect alignment suggests the risk level is precisely as expected for its context, reflecting a healthy and natural degree of self-citation that supports the continuity of established research lines. The data shows no signs of concerning scientific isolation or 'echo chambers,' confirming that the institution's work is validated through a balanced mix of internal follow-up and sufficient external scrutiny from the global community.
The university's Z-score of 1.256 is notably higher than the national average of 0.812, though both fall within a medium-risk category. This indicates a high level of institutional exposure to the risks associated with publishing in questionable outlets. This pattern is a critical alert regarding due diligence in selecting dissemination channels, as it suggests a significant portion of scientific output is being placed in journals that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational damage and signals an urgent need to enhance information literacy among researchers to avoid channeling resources into 'predatory' or low-impact venues.
The institution's Z-score of -1.091 is significantly lower than the national average of -0.759, reflecting a prudent and rigorous profile in authorship practices. This demonstrates that the university manages its processes with more stringency than the national standard, effectively distinguishing between necessary massive collaboration in "Big Science" and potential author list inflation. This approach reinforces individual accountability and transparency, mitigating the risk of 'honorary' or political authorship practices that can dilute the value of each contributor's role.
With a Z-score of -0.690, the institution shows a low-risk gap, a sign of strong internal capacity that stands in positive contrast to the medium-risk national average of 0.410. This demonstrates institutional resilience, suggesting that its scientific prestige is structural and not overly dependent on external partners for impact. The result indicates that the university's excellence metrics are driven by genuine internal capabilities and that it exercises intellectual leadership within its collaborations, ensuring its high impact is both sustainable and endogenous.
The institution's Z-score of -0.977 signifies a very low risk, which is even more conservative than the low-risk national average of -0.246. This low-profile consistency, where the absence of risk signals is more pronounced than the national standard, is a strong positive indicator. It suggests a healthy institutional culture that prioritizes quality and meaningful intellectual contribution over sheer publication volume, effectively avoiding the risks associated with hyper-productivity, such as coercive authorship or the assignment of credit without real participation.
The university's Z-score of -0.268 indicates a very low reliance on its own journals, marking a clear case of preventive isolation from the medium-risk dynamics observed nationally (Z-score of 0.977). This deliberate choice not to replicate the risk behaviors of its environment demonstrates a strong commitment to independent, external peer review. By avoiding potential conflicts of interest and academic endogamy, the institution ensures its scientific production undergoes standard competitive validation, thereby enhancing its global visibility and credibility.
The institution's Z-score of 2.083 represents a medium-risk level, a moderate deviation that is concerning when compared to the low-risk national average of -0.066. This suggests the university has a greater sensitivity than its peers to practices that artificially inflate productivity. The high value alerts to the potential for 'salami slicing,' where a single coherent study may be fragmented into minimal publishable units. This practice warrants review, as it can distort the scientific evidence, overburden the peer-review system, and prioritize publication volume over the generation of significant new knowledge.
