| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.465 | -0.119 |
|
Retracted Output
|
-0.681 | -0.208 |
|
Institutional Self-Citation
|
-1.037 | 0.208 |
|
Discontinued Journals Output
|
-0.434 | -0.328 |
|
Hyperauthored Output
|
0.465 | 0.881 |
|
Leadership Impact Gap
|
2.474 | 0.809 |
|
Hyperprolific Authors
|
-0.181 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
-0.644 | 0.778 |
St. Luke's International University demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.227. The institution exhibits exceptional strength in areas critical to research quality, with very low risk signals in Retracted Output, Institutional Self-Citation, Output in Discontinued Journals, Output in Institutional Journals, and Redundant Output. These results point to a deeply embedded culture of responsible conduct. However, areas requiring strategic attention include a medium risk level in the Rate of Multiple Affiliations and a notable Gap between the impact of its total output and that of its internally-led research, suggesting a dependency on external collaborations for impact. The university's core thematic strength, as evidenced by SCImago Institutions Rankings data, lies in Medicine, where it holds a significant position within Japan. While a specific mission statement was not available for analysis, any institutional commitment to excellence and social responsibility is fundamentally supported by this strong integrity foundation. Addressing the identified vulnerabilities, particularly in ensuring that institutional prestige is built upon endogenous leadership, will be crucial to safeguarding and enhancing its long-term academic mission. A proactive focus on these areas will solidify its standing as a leader in both research quality and ethical practice.
The institution presents a Z-score of 0.465, which indicates a moderate deviation from the national standard in Japan (Z-score: -0.119). This suggests the university shows a greater sensitivity to risk factors related to multiple affiliations than its national peers. While multiple affiliations are often legitimate, the higher rate here warrants a review to ensure these practices are driven by genuine scientific collaboration rather than strategic attempts to inflate institutional credit or "affiliation shopping." This proactive monitoring can help maintain transparency and the proper attribution of research contributions.
With a Z-score of -0.681, the institution demonstrates an exceptionally low rate of retracted publications, performing better than the already low-risk national average (Z-score: -0.208). This low-profile consistency signals the presence of highly effective and responsible supervision. The absence of risk signals in this critical area suggests that the university's quality control mechanisms prior to publication are robust, preventing the systemic failures or recurring malpractice that can lead to retractions and protecting its strong integrity culture.
The university shows a Z-score of -1.037, indicating a preventive isolation from the risk dynamics observed at the national level, where self-citation is a medium-risk factor (Z-score: 0.208). This exceptionally low rate is a strong positive signal, demonstrating that the institution avoids the 'echo chambers' that can arise from excessive self-validation. It suggests that the institution's academic influence is built on broad recognition from the global scientific community rather than being inflated by endogamous or internal citation dynamics.
The institution's Z-score of -0.434 reflects a very low-risk profile that is consistent with the national standard in Japan (Z-score: -0.328). This alignment indicates a shared commitment to quality dissemination channels. The near-absence of publications in discontinued journals demonstrates that the university's researchers exercise strong due diligence in selecting publication venues, effectively avoiding the severe reputational risks associated with channeling work through media that fail to meet international ethical or quality standards.
The institution's Z-score for hyper-authored output is 0.465, which, while in the medium-risk category, is notably lower than the national average of 0.881. This suggests a differentiated management approach, where the university moderates a risk that is more common across the country. This pattern indicates that while the institution engages in large-scale collaborations, it may be more effectively managing the fine line between necessary "Big Science" and practices like honorary authorship, thereby preserving individual accountability and transparency in its research.
With a Z-score of 2.474, the institution shows high exposure to this risk, significantly exceeding the national average of 0.809. This wide positive gap signals a potential sustainability risk, suggesting that a significant portion of the university's scientific prestige is dependent on external collaborations where it does not exercise intellectual leadership. This metric invites a deep strategic reflection on whether its high-impact reputation stems from genuine internal capacity or from strategic positioning in partnerships, highlighting a need to foster and promote more internally-led, high-impact research.
The institution demonstrates institutional resilience with a low-risk Z-score of -0.181, contrasting with the medium-risk trend observed nationally (Z-score: 0.288). This suggests that internal control mechanisms are effectively mitigating the systemic risks of extreme publication volumes. The university's profile indicates a healthy balance between quantity and quality, successfully avoiding the potential for coercive authorship or the prioritization of metrics over the integrity of the scientific record, which can be a challenge in the broader academic environment.
The university exhibits total operational silence in this area, with a Z-score of -0.268 that is even lower than the minimal national average (Z-score: -0.139). This complete absence of risk signals underscores a strong commitment to independent, external peer review. By avoiding reliance on in-house journals, the institution eliminates potential conflicts of interest and academic endogamy, ensuring its scientific production is validated through standard competitive channels and achieves maximum global visibility.
The institution achieves a state of preventive isolation with a Z-score of -0.644, starkly contrasting with the medium-risk national environment (Z-score: 0.778). This demonstrates that the university does not replicate the risk dynamics of data fragmentation prevalent elsewhere. The extremely low rate of redundant output indicates a culture that prioritizes the publication of significant, coherent studies over the artificial inflation of productivity through 'salami slicing,' thereby strengthening the integrity of the scientific evidence it produces.
