| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.364 | -0.119 |
|
Retracted Output
|
-0.390 | -0.208 |
|
Institutional Self-Citation
|
-0.666 | 0.208 |
|
Discontinued Journals Output
|
-0.206 | -0.328 |
|
Hyperauthored Output
|
1.861 | 0.881 |
|
Leadership Impact Gap
|
1.162 | 0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
2.927 | 0.778 |
Kyoto Sangyo University presents a balanced integrity profile, with an overall score of -0.026 that is in line with the global average. The institution demonstrates significant strengths in core areas of scientific rigor, including exceptionally low rates of retracted output, hyperprolific authorship, and publication in institutional journals, indicating robust quality control and a culture of external validation. These strengths support its strong thematic positioning, particularly in Earth and Planetary Sciences, Physics and Astronomy, and Mathematics, as evidenced by SCImago Institutions Rankings data. However, this solid foundation is contrasted by significant risks in authorship and publication practices, specifically in the rates of hyper-authored and redundant output. These vulnerabilities could challenge the university's mission "to nurture talented individuals who can...responsibly bear the burdens of future society," as practices that inflate metrics can undermine the principles of responsibility and genuine excellence. To fully align its operational practices with its stated mission, the university is advised to leverage its clear strengths in research integrity to develop targeted strategies that address authorship transparency and publication ethics.
The institution's rate of multiple affiliations (Z-score: 0.364) shows a moderate deviation from the national trend in Japan (Z-score: -0.119), suggesting a greater sensitivity to factors driving this practice. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit. This divergence from the national standard warrants a review to ensure that all affiliations are transparent and reflect substantive collaborative contributions rather than "affiliation shopping."
The university demonstrates an excellent record in publication reliability, with a very low rate of retracted output (Z-score: -0.390) that is consistent with the low-risk national environment in Japan (Z-score: -0.208). This absence of risk signals indicates that the institution's quality control and supervision mechanisms are effective and aligned with national standards. Retractions can be complex, but such a low rate suggests that systemic failures or recurring malpractice are not a concern, reflecting a strong culture of integrity and methodological rigor.
Kyoto Sangyo University shows notable institutional resilience against the national tendency towards self-citation, with a Z-score of -0.666 compared to Japan's medium-risk score of 0.208. This suggests that the university's internal control mechanisms effectively mitigate the systemic risks of scientific isolation observed elsewhere in the country. A certain level of self-citation is natural, but by maintaining a low rate, the institution avoids the 'echo chambers' that can inflate impact through endogamous validation, demonstrating that its academic influence is validated by the global community rather than internal dynamics.
The institution's rate of publication in discontinued journals (Z-score: -0.206), while low, reveals an incipient vulnerability when compared to the even lower national average for Japan (Z-score: -0.328). This subtle increase warrants review before it escalates. A high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination channels. This signal suggests a need to reinforce information literacy among researchers to avoid channeling scientific production through media that may not meet international ethical or quality standards, thereby preventing reputational risk and the misallocation of resources.
A significant alert is raised by the university's rate of hyper-authored output (Z-score: 1.861), which markedly accentuates a vulnerability already present in the national system (Z-score: 0.881). While extensive author lists are legitimate in 'Big Science,' a high Z-score outside these contexts can indicate author list inflation, which dilutes individual accountability and transparency. This high value serves as a critical signal to investigate whether these patterns reflect necessary massive collaboration or are indicative of 'honorary' or political authorship practices that compromise research integrity.
The institution exhibits high exposure to risks associated with dependency on external collaboration, as shown by its Z-score of 1.162 for the impact gap, which is higher than the national average in Japan (Z-score: 0.809). A wide positive gap—where global impact is high but the impact of research led by the institution is low—signals a sustainability risk. This value suggests that a portion of the university's scientific prestige may be dependent and exogenous, inviting reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where it does not exercise intellectual leadership.
The university demonstrates a clear preventive isolation from national trends regarding hyperprolific authors, with an exceptionally low Z-score of -1.413 in contrast to the medium-risk national environment (Z-score: 0.288). This indicates that the institution does not replicate the risk dynamics observed in its environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The university's very low score in this area is a positive sign, suggesting a culture that prioritizes quality over quantity and discourages practices like coercive authorship or assigning credit without real participation.
In terms of publication in institutional journals, the university shows total operational silence, with a Z-score of -0.268 that indicates an absence of risk signals even below the already low national average (Z-score: -0.139). This is a strong indicator of good practice. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy. By avoiding this channel, the institution ensures its scientific production undergoes independent external peer review, enhancing its global visibility and upholding competitive validation standards.
The rate of redundant output presents a critical red flag for the institution. Its Z-score of 2.927 significantly amplifies the vulnerabilities already present in the national system (Z-score: 0.778). Massive and recurring bibliographic overlap between publications typically indicates data fragmentation or 'salami slicing.' This extremely high value alerts to a potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity metrics. Such a practice not only distorts the scientific evidence but also overburdens the review system, prioritizing volume over the generation of significant new knowledge.
