| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.106 | -0.119 |
|
Retracted Output
|
-0.606 | -0.208 |
|
Institutional Self-Citation
|
0.668 | 0.208 |
|
Discontinued Journals Output
|
-0.439 | -0.328 |
|
Hyperauthored Output
|
0.181 | 0.881 |
|
Leadership Impact Gap
|
-0.044 | 0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
-0.163 | 0.778 |
Osaka Dental University presents a robust scientific integrity profile, marked by an overall risk score of -0.395, which indicates performance superior to the global average. The institution demonstrates exceptional strengths in maintaining low rates of retracted output, publication in discontinued journals, and hyperprolific authorship, suggesting a culture of rigorous quality control and responsible research conduct. However, areas requiring strategic attention include a moderate deviation from national norms in the Rate of Multiple Affiliations and a high exposure to Institutional Self-Citation, which warrant a review of internal policies. These findings are contextualized by the university's strong academic standing, as evidenced by SCImago Institutions Rankings data, particularly in Dentistry (ranked 16th in Japan), along with notable positions in Medicine and Biochemistry, Genetics and Molecular Biology. While a specific mission statement was not available for analysis, the identified risks could potentially conflict with universal institutional values of excellence and transparency, as they may suggest practices aimed at inflating credit or impact. To ensure long-term reputational integrity, it is recommended that the university leverages its clear operational strengths to proactively address these specific vulnerabilities, thereby reinforcing its commitment to producing research of the highest ethical and scientific standard.
The institution's Z-score of 0.106 contrasts with the national average of -0.119. This moderate deviation suggests the university shows a greater sensitivity to this risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this divergence from the country's low-risk standard indicates that institutional practices may be encouraging a disproportionately high rate. This warrants a review to ensure that affiliation patterns are driven by genuine collaboration rather than strategic attempts to inflate institutional credit or engage in “affiliation shopping,” which could compromise the transparency of its research contributions.
With a Z-score of -0.606, the institution demonstrates an exceptionally low rate of retractions, well below the already low national average of -0.208. This low-profile consistency signals the presence of highly effective quality control mechanisms prior to publication. Retractions can stem from honest errors or misconduct, and this near-absence of risk signals suggests a strong institutional culture of integrity and methodological rigor. The data indicates that the university's supervisory and review processes are robust, effectively preventing the systemic failures that can lead to a high retraction rate and safeguarding its scientific reputation.
The institution's Z-score for this indicator is 0.668, significantly higher than the national average of 0.208, even though both fall within a medium-risk context. This high exposure indicates the university is more prone to this risk than its environment. A certain level of self-citation is natural, reflecting focused research lines. However, this disproportionately high rate signals a potential 'echo chamber,' where the institution validates its own work without sufficient external scrutiny. This practice carries the risk of endogamous impact inflation, suggesting that the institution's perceived academic influence may be oversized by internal dynamics rather than by broader recognition from the global scientific community.
The institution exhibits a Z-score of -0.439, which is even lower than the national average of -0.328. This result demonstrates low-profile consistency and an exemplary alignment with best practices in scholarly communication. A high proportion of publications in discontinued journals can be a critical alert regarding due diligence, often pointing to engagement with 'predatory' or low-quality outlets. The institution's minimal presence in such journals indicates that its researchers exercise strong judgment in selecting dissemination channels, protecting the university from reputational damage and ensuring that its scientific output contributes to credible and enduring scholarly conversations.
With a Z-score of 0.181, the institution operates at a moderate risk level that is, however, substantially lower than the national average of 0.881. This reflects a differentiated management approach, where the university successfully moderates a risk that appears more common across the country. While extensive author lists are legitimate in 'Big Science,' their appearance elsewhere can indicate author list inflation. The institution's ability to maintain a lower rate suggests more effective governance over authorship practices, helping to prevent the dilution of individual accountability and discouraging 'honorary' or political authorship in favor of transparency.
The institution's Z-score of -0.044 signifies a low risk, showcasing institutional resilience when compared to the national average of 0.809, which indicates a medium-level risk. A wide positive gap can signal a sustainability risk, where an institution's prestige is overly dependent on external partners rather than its own intellectual leadership. This university's balanced score suggests its control mechanisms mitigate this systemic risk effectively. The data indicates that its scientific prestige is structural and derived from genuine internal capacity, reflecting a healthy dynamic where its global impact is aligned with the research it leads.
The institution's Z-score of -1.413 is exceptionally low, demonstrating a state of preventive isolation from the medium-risk dynamics observed at the national level (0.288). The university does not replicate the risk patterns seen in its environment, indicating strong internal governance. While high productivity can be legitimate, extreme publication volumes often challenge the limits of meaningful intellectual contribution. This institution's very low score suggests a healthy balance between quantity and quality, successfully avoiding risks such as coercive authorship or the assignment of credit without real participation, thereby upholding the integrity of its scientific record.
With a Z-score of -0.268, the institution shows a total operational silence on this indicator, performing even better than the very low national average of -0.139. This absence of risk signals, even below the national baseline, is a clear strength. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy, allowing production to bypass independent external peer review. This university's minimal reliance on such channels demonstrates a strong commitment to global visibility and competitive validation, ensuring its research is scrutinized and recognized by the international scientific community.
The institution's Z-score of -0.163 places it in a low-risk category, showcasing institutional resilience against the medium-risk trend observed nationally (0.778). This indicates that its control mechanisms are effective in mitigating a systemic vulnerability. Massive bibliographic overlap between publications can indicate 'salami slicing'—the practice of fragmenting a study into minimal units to inflate productivity. The university's low score suggests its research culture prioritizes the publication of coherent, significant new knowledge over volume, thereby upholding the integrity of the scientific evidence base and respecting the academic review system.