| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.801 | -0.119 |
|
Retracted Output
|
-0.418 | -0.208 |
|
Institutional Self-Citation
|
-1.102 | 0.208 |
|
Discontinued Journals Output
|
-0.402 | -0.328 |
|
Hyperauthored Output
|
2.725 | 0.881 |
|
Leadership Impact Gap
|
2.231 | 0.809 |
|
Hyperprolific Authors
|
-1.263 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
-0.582 | 0.778 |
Kyorin University presents a robust scientific integrity profile, with an overall risk score of -0.276 that indicates performance superior to the global average. The institution demonstrates exceptional strengths and a very low-risk profile across a majority of indicators, particularly in preventing retractions, institutional self-citation, hyperprolific authorship, and redundant publications. These results suggest a solid foundation of ethical research practices. The university's key thematic strengths, as evidenced by SCImago Institutions Rankings data, lie in Medicine; Biochemistry, Genetics and Molecular Biology; and Pharmacology, Toxicology and Pharmaceutics. However, this strong overall performance is contrasted by two significant areas of concern: a high rate of hyper-authored output and a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. While the institution's specific mission was not available for this analysis, these identified risks could challenge any institutional goal centered on authentic research excellence and leadership. Upholding transparency in authorship and fostering endogenous scientific impact are crucial for aligning its operational reality with the core values of academic integrity and social responsibility. The university is well-positioned to leverage its considerable strengths to strategically address these specific vulnerabilities and further solidify its reputation for high-quality, reliable research.
With a Z-score of -0.801, the institution demonstrates a lower risk profile than the national average of -0.119. This prudent approach suggests that the university manages its affiliation processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate indicates effective governance that avoids any signals of strategic "affiliation shopping" or attempts to artificially inflate institutional credit, reflecting a clear and transparent representation of its collaborative network.
The institution's Z-score of -0.418 signifies a very low risk, which is consistent with and even stronger than the low-risk national environment (Z-score -0.208). This absence of risk signals aligns with a national standard of quality. Retractions can be complex, but an extremely low rate strongly suggests that the institution's quality control mechanisms prior to publication are functioning effectively. This performance points to a robust culture of integrity and methodological rigor, minimizing the occurrence of errors and safeguarding the reliability of its scientific output.
Kyorin University shows a Z-score of -1.102, indicating a state of preventive isolation from a national trend where this risk is more prevalent (country Z-score 0.208). The institution does not replicate the risk dynamics observed in its environment. A certain level of self-citation is natural, but the university's exceptionally low rate demonstrates that it is not operating within a scientific "echo chamber." This result is a strong indicator that the institution's academic influence is validated by the broader global community rather than through internal dynamics, effectively mitigating any risk of endogamous impact inflation.
The institution's Z-score of -0.402 places it in the very low-risk category, aligning well with the low-risk national context (Z-score -0.328). This low-profile consistency demonstrates a shared commitment to quality publishing channels. A low proportion of publications in such journals is a critical indicator of due diligence in selecting dissemination media. The university's performance suggests its researchers possess a high degree of information literacy, effectively avoiding predatory or low-quality venues and thereby protecting the institution's reputation and research investment.
The university's Z-score of 2.725 represents a significant risk and a point of concern, as it markedly accentuates a vulnerability already present in the national system (country Z-score 0.881). This high value demands immediate attention. While extensive author lists are legitimate in "Big Science" fields, such a high score outside those contexts can indicate systemic author list inflation, which dilutes individual accountability and transparency. This serves as a critical signal for the institution to audit its authorship practices and distinguish between necessary massive collaboration and potentially inappropriate "honorary" or political authorship.
With a Z-score of 2.231, the institution shows a high exposure to this risk, far exceeding the national average of 0.809, even though both are in a medium-risk context. This wide positive gap signals a potential sustainability risk for the university's research prestige. The data suggests that its scientific impact may be heavily dependent and exogenous, rather than structural and self-generated. This finding invites a deep strategic reflection on whether the institution's excellence metrics result from its own internal capacity or from strategic positioning in collaborations where it does not exercise primary intellectual leadership.
The institution demonstrates exceptional performance with a Z-score of -1.263, indicating a state of preventive isolation from the medium-risk trend observed nationally (country Z-score 0.288). This very low rate is a clear strength. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's near-total absence of this phenomenon suggests a healthy institutional balance between quantity and quality, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation and thus protecting the integrity of its scientific record.
The university's Z-score of -0.268 reflects a total operational silence on this indicator, performing even better than the already very low-risk national average of -0.139. This indicates a complete absence of risk signals. By not depending on its own journals, the institution avoids potential conflicts of interest where it would act as both judge and party. This commitment to independent, external peer review is a sign of robust academic practice that enhances the global visibility and credibility of its research, steering clear of academic endogamy or the use of internal channels as "fast tracks" for publication.
With a Z-score of -0.582, the institution effectively isolates itself from a national environment where this practice is a medium-level risk (country Z-score 0.778). This is a significant indicator of research quality. Massive bibliographic overlap between publications often points to data fragmentation or "salami slicing." The university's very low score suggests its researchers are focused on producing coherent, significant studies rather than artificially inflating productivity metrics. This approach upholds the integrity of the scientific evidence base and prioritizes the generation of meaningful new knowledge over sheer volume.
