| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.107 | -0.119 |
|
Retracted Output
|
-0.625 | -0.208 |
|
Institutional Self-Citation
|
-0.562 | 0.208 |
|
Discontinued Journals Output
|
-0.545 | -0.328 |
|
Hyperauthored Output
|
-0.174 | 0.881 |
|
Leadership Impact Gap
|
-0.635 | 0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
-0.125 | 0.778 |
The Okinawa Institute of Science and Technology Graduate University demonstrates an exceptionally strong profile in scientific integrity, with an overall risk score of -0.329 that reflects robust governance and a culture of quality. The institution's main strengths lie in its remarkable resilience against national risk trends, showing significantly better-than-average performance in areas such as institutional self-citation, hyper-authorship, and research impact independence. This is further evidenced by a near-total absence of signals related to hyperprolific authorship and retracted publications. The only area requiring strategic attention is a moderate deviation in the Rate of Multiple Affiliations, which stands in contrast to the institution's otherwise exemplary record. This outstanding integrity profile provides a solid foundation for its academic excellence, as highlighted by its top-tier national rankings in key SCImago Institutions Rankings thematic areas, including Chemistry (4th), Engineering (11th), Medicine (14th), and Physics and Astronomy (15th). This commitment to ethical research directly fulfills the university's mission to conduct "internationally outstanding education and research," as high integrity is a prerequisite for sustainable global leadership. To further solidify its position, it is recommended that the institution reviews its affiliation policies to ensure they align with its demonstrated commitment to transparency and academic rigor.
The institution's Z-score of 2.107 shows a moderate deviation when compared to the national Z-score of -0.119. This suggests that while the national environment maintains a low-risk profile, the university exhibits a greater sensitivity to factors that can elevate this metric. While multiple affiliations are often a legitimate result of researcher mobility or partnerships between universities and teaching hospitals, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping”. This divergence from the national standard warrants a review of internal policies to ensure that all affiliations are transparent, justified, and do not create reputational vulnerabilities.
With a Z-score of -0.625 against the country's -0.208, the institution demonstrates low-profile consistency in this area. The virtual absence of risk signals not only aligns with the low-risk national standard but surpasses it. A rate significantly lower than the global average, as seen here, is a powerful indicator of effective quality control mechanisms prior to publication and a strong institutional integrity culture. This result suggests that methodological rigor and responsible supervision are deeply embedded in the university's research processes.
The institution's Z-score of -0.562, compared to the national Z-score of 0.208, points to a high degree of institutional resilience. While the national context shows a moderate tendency towards institutional self-citation, the university's control mechanisms appear to effectively mitigate this systemic risk. The institution's low score indicates it successfully avoids the 'echo chambers' that can arise from excessive self-validation, demonstrating a commitment to external scrutiny and confirming that its academic influence is driven by global community recognition rather than being inflated by internal dynamics.
The university's Z-score of -0.545, compared to the national score of -0.328, reflects a consistent and low-risk profile. The near absence of publications in discontinued journals is in line with the national standard and suggests strong due diligence in selecting dissemination channels. This proactive approach prevents exposure to severe reputational risks associated with 'predatory' or low-quality publishing practices and ensures that research resources are channeled toward impactful and ethically sound venues.
With a Z-score of -0.174 in a country with a Z-score of 0.881, the institution acts as an effective filter against a prevalent national trend. While the country shows a moderate level of hyper-authored output, the university maintains a low-risk profile, suggesting that its policies successfully distinguish between necessary massive collaboration and practices like 'honorary' authorship. This control over authorship practices reinforces individual accountability and transparency, ensuring that credit is assigned appropriately and reflects genuine intellectual contribution.
The institution's Z-score of -0.635, in contrast to the national Z-score of 0.809, highlights significant institutional resilience and scientific autonomy. In a national environment where there is a moderate gap between overall impact and the impact of institution-led research, the university demonstrates that its scientific prestige is structural and internally driven. The very low gap suggests that its excellence metrics result from genuine internal capacity and intellectual leadership, rather than a dependency on external partners, signaling a sustainable and robust research ecosystem.
The university's Z-score of -1.413, set against the country's Z-score of 0.288, indicates a clear preventive isolation from national risk dynamics. While the country shows a moderate incidence of hyperprolific authors, the institution does not replicate this trend at all. This exceptionally low score suggests a strong institutional focus on quality over quantity, effectively preventing risks such as coercive authorship or the assignment of authorship without real participation. This commitment to meaningful intellectual contribution is a hallmark of a healthy and integrity-focused research environment.
In this indicator, the institution's Z-score of -0.268 shows total operational silence, with an absence of risk signals that is even more pronounced than the low national average of -0.139. Both the university and the country avoid excessive dependence on in-house journals, but the institution's score is particularly notable. This demonstrates a strong commitment to independent external peer review, which enhances the global visibility and competitive validation of its research, and completely mitigates any potential conflicts of interest or risks of academic endogamy.
With a Z-score of -0.125 compared to the national score of 0.778, the university once again demonstrates institutional resilience by effectively mitigating a risk that is moderately present at the national level. The low score indicates that the practice of fragmenting studies into 'minimal publishable units' to artificially inflate productivity is not a concern. This reflects a culture that prioritizes the generation of significant new knowledge over the volume of publications, thereby protecting the integrity of the scientific record and respecting the academic review system.