| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.772 | -0.119 |
|
Retracted Output
|
-0.371 | -0.208 |
|
Institutional Self-Citation
|
0.464 | 0.208 |
|
Discontinued Journals Output
|
-0.335 | -0.328 |
|
Hyperauthored Output
|
6.415 | 0.881 |
|
Leadership Impact Gap
|
3.870 | 0.809 |
|
Hyperprolific Authors
|
1.557 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
1.126 | 0.778 |
Konan University demonstrates a complex scientific integrity profile, with an overall score of 0.467 reflecting a combination of exemplary practices and significant, concentrated risks. The institution exhibits clear strengths in its operational diligence, maintaining very low-risk levels for output in discontinued or institutional journals, which points to a robust selection process for publication venues and a commitment to external validation. However, this is contrasted by critical alerts in the Rate of Hyper-Authored Output and the Gap between its total and led-research impact, suggesting potential vulnerabilities in authorship attribution and a dependency on external collaborations for scientific prestige. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Physics and Astronomy, Earth and Planetary Sciences, and Mathematics, where it holds high national rankings. These identified risks, particularly those concerning authorship integrity and intellectual leadership, directly challenge the university's mission to foster individuals with a "fully developed sense of ethics and dignity." To fully align its research practices with its core values, it is recommended that the university undertake a targeted review of its authorship policies and develop strategies to cultivate and showcase its internal research leadership, thereby ensuring its contributions to society are both impactful and ethically sound.
With an institutional Z-score of -0.772 compared to the national average of -0.119, Konan University displays a prudent profile in managing multiple affiliations. This performance indicates that the institution's processes are managed with more rigor than the national standard. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the university's notably low rate demonstrates effective governance that avoids any signals of strategic "affiliation shopping" or artificial inflation of institutional credit, reinforcing a transparent approach to academic collaboration.
The university's Z-score of -0.371 is well below the national average of -0.208, signaling a prudent and rigorous approach to research quality. This low rate suggests that the institution's pre-publication quality control mechanisms are functioning effectively. Retractions can be complex, but a rate significantly lower than the national standard indicates the absence of systemic failures or recurring malpractice. This performance underscores a strong integrity culture and a commitment to methodological rigor that protects the scientific record.
Konan University shows a Z-score of 0.464 in this indicator, which is notably higher than Japan's national average of 0.208. This suggests the institution has a high exposure to this risk factor compared to its peers. While a certain level of self-citation is natural, a disproportionately high rate can signal concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny. This value warns of a potential risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global community.
The institution's Z-score of -0.335, compared to the country's low-risk score of -0.328, demonstrates low-profile consistency and strong due diligence. This excellent performance, which places the university in the very low-risk category, confirms that its researchers are effectively avoiding dissemination channels that do not meet international ethical or quality standards. The absence of these risk signals protects the institution from severe reputational damage and indicates a high level of information literacy in selecting publication venues.
With a Z-score of 6.415, the university shows a significant risk level that sharply accentuates the vulnerability present in the national system (Z-score: 0.881). This severe discrepancy suggests that, outside of legitimate "Big Science" contexts, the institution may be experiencing a pattern of author list inflation. This practice dilutes individual accountability and transparency. The magnitude of this indicator signals an urgent need to investigate authorship practices to distinguish between necessary massive collaborations and potentially inappropriate 'honorary' or political attributions.
The university's Z-score of 3.870 is a significant outlier that amplifies the medium-risk trend observed at the national level (Z-score: 0.809). This extremely wide positive gap signals a critical sustainability risk, suggesting that the institution's scientific prestige is highly dependent on external partners and may not be structural. Such a high value indicates that its impressive impact metrics could be a result of strategic positioning in collaborations where it does not exercise intellectual leadership, rather than a reflection of its own core research capacity. This warrants a strategic reflection on fostering internal scientific leadership.
The institution's Z-score of 1.557 indicates high exposure to this risk, standing significantly above the national average of 0.288. While high productivity can reflect leadership, extreme publication volumes challenge the limits of meaningful intellectual contribution. This elevated indicator alerts to potential imbalances between quantity and quality, pointing to risks such as coercive authorship, data fragmentation, or authorship assignment without real participation. These dynamics prioritize metric accumulation over the integrity of the scientific record and require careful review.
Konan University exhibits total operational silence in this area, with a Z-score of -0.268 that is even lower than the country's very low-risk average of -0.139. This exemplary performance demonstrates an absence of risk signals related to academic endogamy. By avoiding dependence on in-house journals, the institution ensures its scientific production undergoes independent external peer review, which mitigates conflicts of interest and enhances global visibility. This practice confirms a commitment to competitive validation over internal 'fast tracks' for publication.
With a Z-score of 1.126, the university demonstrates higher exposure to this risk compared to the national average of 0.778. This elevated rate of bibliographic overlap between publications serves as an alert for the practice of 'salami slicing,' where a single coherent study may be fragmented into minimal publishable units to artificially inflate productivity metrics. This practice not only distorts the available scientific evidence but also overburdens the peer-review system, prioritizing publication volume over the dissemination of significant new knowledge.
