| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.160 | 0.062 |
|
Retracted Output
|
-0.334 | 0.455 |
|
Institutional Self-Citation
|
-0.786 | -0.371 |
|
Discontinued Journals Output
|
0.136 | 0.812 |
|
Hyperauthored Output
|
-0.385 | -0.759 |
|
Leadership Impact Gap
|
1.380 | 0.410 |
|
Hyperprolific Authors
|
-0.377 | -0.246 |
|
Institutional Journal Output
|
2.483 | 0.977 |
|
Redundant Output
|
-0.148 | -0.066 |
Sultan Qaboos University presents a robust scientific integrity profile, marked by a commendable overall score of 0.157. The institution demonstrates significant strengths in core research practices, including exceptionally low rates of retracted output, institutional self-citation, and redundant publications, indicating a culture of quality control and external validation. However, areas requiring strategic attention include a high dependency on institutional journals, a notable gap between collaborative impact and the impact of its own led research, and a tendency towards multiple affiliations. These vulnerabilities contrast with the university's clear leadership position within Oman, as evidenced by its top national ranking in critical SCImago Institutions Rankings thematic areas such as Engineering, Medicine, Agricultural and Biological Sciences, and Business, Management and Accounting. To fully align with its mission of achieving excellence in research and innovation, the university must address these integrity risks. Practices that suggest academic endogamy or dependency could undermine the principles of "scientific analysis and creative thinking" and limit genuine interaction with international communities. By strategically strengthening its research leadership and diversifying its publication channels, Sultan Qaboos University can ensure its operational integrity fully supports its ambitious vision for global scientific contribution.
The university's Z-score for multiple affiliations is 0.160, while the national average is 0.062. Although both the institution and the country fall within a medium-risk context, the university shows a greater propensity for this practice than its national peers. This higher exposure suggests that the institution is more susceptible to dynamics where affiliations might be used strategically. While often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal attempts to inflate institutional credit or "affiliation shopping," a practice that warrants closer monitoring to ensure all declared affiliations correspond to substantive contributions.
With a Z-score of -0.334, the university demonstrates a very low rate of retracted publications, contrasting sharply with the national average of 0.455, which indicates a medium level of risk. This positive divergence highlights the institution's resilience and suggests that its internal control mechanisms are effectively mitigating the systemic risks observed elsewhere in the country. A low retraction rate is a sign of responsible supervision and robust quality control prior to publication. This performance indicates that the university's integrity culture successfully prevents the kind of recurring malpractice or lack of methodological rigor that can lead to systemic failures, reinforcing its commitment to producing reliable science.
The institution maintains a Z-score of -0.786 for self-citation, a figure significantly lower than the national average of -0.371. This prudent profile indicates that the university manages its citation practices with more rigor than the national standard. Such a low rate demonstrates a strong connection to the global scientific community and a reliance on external validation rather than internal "echo chambers." By avoiding the risk of endogamous impact inflation, the university ensures its academic influence is a reflection of genuine recognition from the international community, not an artifact of internal dynamics.
The university's Z-score for publications in discontinued journals is 0.136, which is considerably lower than the national average of 0.812. This indicates a differentiated management approach; while the risk is common at the national level, the institution successfully moderates it. This performance suggests a more rigorous due diligence process in selecting dissemination channels. By being more discerning, the university better avoids the severe reputational risks associated with channeling research through media that fail to meet international ethical or quality standards, thereby protecting its resources from "predatory" or low-integrity practices.
At -0.385, the university's Z-score for hyper-authored output is low, yet it is higher than the national average of -0.759. This slight elevation, while not alarming, points to an incipient vulnerability that warrants observation. It signals a need to ensure that authorship practices remain transparent and that extensive author lists reflect genuine, large-scale collaboration rather than a drift towards "honorary" or political authorship. Proactive review can help maintain the principle of individual accountability and prevent the dilution of responsibility before this indicator escalates.
The university shows a Z-score of 1.380 in this indicator, a value substantially higher than the national average of 0.410. This high exposure reveals that the institution is more prone than its national counterparts to a dependency on external collaborations for its citation impact. The wide gap suggests that its scientific prestige is heavily reliant on partnerships where it does not exercise intellectual leadership, posing a potential sustainability risk. This metric invites a strategic reflection on whether the university's excellence in impact is a result of its own structural capacity or a consequence of strategic positioning in collaborations led by others.
The university's Z-score for hyperprolific authors is -0.377, a rate lower than the national standard of -0.246. This prudent profile demonstrates rigorous management of research productivity and a commitment to quality over quantity. By maintaining a low incidence of authors with extreme publication volumes, the institution effectively mitigates risks such as coercive authorship, data fragmentation, or the assignment of authorship without meaningful intellectual contribution. This approach reinforces the integrity of its scientific record and promotes a healthy research environment.
With a Z-score of 2.483, the university's rate of publication in its own journals is significantly higher than the national average of 0.977. This high exposure points to a greater risk of academic endogamy and potential conflicts of interest, as the institution serves as both judge and party in the publication process. This heavy reliance on internal channels may limit the global visibility of its research and raises concerns that they could be used as "fast tracks" to inflate publication counts without the validation of independent, competitive external peer review, a practice that could compromise its scientific standing.
The institution exhibits a Z-score of -0.148 for redundant output, which is lower than the national average of -0.066. This prudent profile suggests that the university manages its publication ethics with greater rigor than the national standard. A low rate of bibliographic overlap indicates a culture that values the publication of substantive, coherent studies over the practice of "salami slicing," where research is fragmented into minimal units to artificially inflate productivity. This commitment to significant new knowledge strengthens the scientific record and respects the resources of the peer-review system.
