| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.370 | 0.062 |
|
Retracted Output
|
-0.287 | 0.455 |
|
Institutional Self-Citation
|
-0.551 | -0.371 |
|
Discontinued Journals Output
|
0.880 | 0.812 |
|
Hyperauthored Output
|
-1.070 | -0.759 |
|
Leadership Impact Gap
|
-1.052 | 0.410 |
|
Hyperprolific Authors
|
-0.044 | -0.246 |
|
Institutional Journal Output
|
-0.268 | 0.977 |
|
Redundant Output
|
-0.781 | -0.066 |
Sohar University presents a robust scientific integrity profile, with an overall risk score of 0.023, indicating a very low probability of systemic malpractice. The institution demonstrates significant strengths in maintaining intellectual leadership and avoiding academic endogamy, as evidenced by its very low risk levels in the 'Gap between Impact' and 'Output in Institutional Journals' indicators. These strengths are foundational to its notable performance in key thematic areas, where SCImago Institutions Rankings data places it among the top national performers, particularly in Arts and Humanities (#1 in Oman), Business, Management and Accounting (#2 in Oman), and Chemistry (#2 in Oman). However, areas of medium risk, specifically a high rate of multiple affiliations and output in discontinued journals, require strategic attention. These vulnerabilities could subtly undermine the institution's mission to "transform lives and serve the community," as questionable affiliation practices or publication in low-quality journals can dilute the real-world impact and credibility of its research. To fully align its operational practices with its aspirational goals, Sohar University is encouraged to leverage its solid integrity framework to address these specific areas, thereby ensuring its contributions are both excellent and unimpeachable.
The university's Z-score of 1.370 is significantly higher than the national average of 0.062, suggesting a greater propensity for this type of risk signal compared to its national peers. This high exposure warrants a review of affiliation policies. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The current level suggests a need to ensure that all declared affiliations reflect substantive and transparent collaborations, maintaining the integrity of the institution's academic footprint.
Sohar University demonstrates strong institutional resilience in this area, with a Z-score of -0.287, which contrasts favorably with the medium-risk national average of 0.455. This indicates that the university's control mechanisms are effectively mitigating the systemic risks observed elsewhere in the country. A low rate of retractions suggests that quality control mechanisms prior to publication are robust. This performance reflects a healthy integrity culture where methodological rigor is prioritized, preventing the kind of recurring errors or malpractice that can lead to a high volume of retracted work.
The institution maintains a prudent profile regarding self-citation, with a Z-score of -0.551, which is even lower than the national standard of -0.371. This demonstrates a more rigorous approach to citation practices than its peers. A certain level of self-citation is natural and reflects the continuity of established research lines, but the university's low rate indicates a healthy integration with the global scientific community, avoiding the 'echo chambers' that can arise from excessive self-validation. This practice strengthens the external recognition of its work and mitigates any risk of inflating its impact through endogamous dynamics.
With a Z-score of 0.880, slightly above the national average of 0.812, the university shows a high exposure to the risks associated with publishing in discontinued journals. This pattern reflects a shared vulnerability at the national level, but the institution appears slightly more prone to it. This indicator constitutes a critical alert regarding due diligence in selecting dissemination channels. A high proportion of scientific production channeled through media that do not meet international ethical or quality standards exposes the institution to severe reputational risks and suggests an urgent need for information literacy to avoid wasting resources on 'predatory' or low-quality practices.
Sohar University exhibits a prudent profile in managing authorship, with a Z-score of -1.070, notably lower than the national average of -0.759. This suggests that the institution's research culture applies more rigor than the national standard in defining authorship contributions. By maintaining a low rate of hyper-authored publications outside of "Big Science" contexts, the university effectively avoids signals of author list inflation. This commitment to meaningful attribution reinforces individual accountability and transparency, ensuring that authorship reflects genuine intellectual contribution rather than 'honorary' or political practices.
The university shows a remarkable degree of preventive isolation from national trends, with a Z-score of -1.052 in a context where the country average is 0.410. This result indicates that the institution is not replicating the risk dynamics of dependency observed elsewhere. A low gap suggests that the institution's scientific prestige is structural and generated by its own internal capacity. This is a sign of academic maturity and sustainability, demonstrating that Sohar University exercises strong intellectual leadership in its collaborations and that its high-impact research is driven from within.
The institution's Z-score of -0.044, while still in the low-risk category, is higher than the national average of -0.246, signaling an incipient vulnerability that warrants review. While high productivity can evidence leadership, extreme individual publication volumes often challenge the limits of human capacity for meaningful intellectual contribution. This slight upward trend compared to the national baseline serves as an early warning to monitor for potential imbalances between quantity and quality, such as coercive authorship or the assignment of authorship without real participation, to ensure that productivity metrics do not compromise the integrity of the scientific record.
Sohar University effectively isolates itself from the risks of academic endogamy prevalent at the national level, posting a very low-risk Z-score of -0.268 against a medium-risk country average of 0.977. This demonstrates a clear commitment to external validation and global visibility. By avoiding over-reliance on its own journals, the institution ensures its scientific production undergoes independent external peer review, which is crucial for building international credibility. This practice prevents potential conflicts of interest and reinforces that its research competes on a global stage rather than using internal channels as 'fast tracks' to inflate CVs.
The institution demonstrates low-profile consistency with national standards of integrity, showing a very low-risk Z-score of -0.781 compared to the country's low-risk score of -0.066. The absence of risk signals in this area is a positive indicator of research quality. This low value suggests that researchers are focused on producing coherent, significant studies rather than artificially inflating productivity by dividing a coherent study into minimal publishable units. This practice respects the scientific record and the peer review system by prioritizing the generation of significant new knowledge over the multiplication of publication entries.