| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.571 | -0.119 |
|
Retracted Output
|
-0.296 | -0.208 |
|
Institutional Self-Citation
|
0.701 | 0.208 |
|
Discontinued Journals Output
|
-0.164 | -0.328 |
|
Hyperauthored Output
|
-0.843 | 0.881 |
|
Leadership Impact Gap
|
0.147 | 0.809 |
|
Hyperprolific Authors
|
-0.285 | 0.288 |
|
Institutional Journal Output
|
-0.031 | -0.139 |
|
Redundant Output
|
3.930 | 0.778 |
Kyushu Institute of Technology presents a generally balanced integrity profile, with an overall score of -0.014 that reflects a combination of significant strengths and specific, critical vulnerabilities. The institution demonstrates notable resilience in areas where national trends suggest higher risk, particularly in its low rates of hyper-authored output and hyperprolific authors, indicating a culture that prioritizes accountability and substance. However, this is contrasted by two key areas of concern: a high exposure to institutional self-citation and, most critically, a significant alert for redundant output ('salami slicing'), which represents the primary threat to its scientific integrity. According to SCImago Institutions Rankings data, the institution's academic strengths are concentrated in key technological and scientific fields, with top national rankings in Mathematics, Earth and Planetary Sciences, and Computer Science. While the institution's specific mission was not localized for this report, the severe risk of redundant publication directly challenges the universal academic principles of excellence and social responsibility. Such practices, which prioritize publication volume over novel contributions, can undermine the very foundation of scientific progress and public trust. Addressing this critical vulnerability is paramount for the Institute to align its operational practices with its evident thematic leadership and safeguard its long-term reputation.
The institution exhibits a prudent profile with a Z-score of -0.571, which is notably lower than the national average of -0.119. This indicates that the Institute manages its collaborative processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility and partnerships, the institution's controlled rate suggests a well-governed approach that effectively avoids the risk of strategically inflating institutional credit through "affiliation shopping," thereby ensuring that credit for research output is attributed with clarity and precision.
With a Z-score of -0.296, below the already low national average of -0.208, the institution demonstrates a commendable and rigorous approach to quality control. Retractions are complex events, but this exceptionally low rate strongly suggests that the mechanisms for ensuring methodological soundness and ethical compliance prior to publication are robust and effective. This performance points to a healthy culture of integrity where systemic failures or recurring malpractice are highly unlikely, reflecting a commitment to producing reliable and verifiable scientific work.
The institution's Z-score of 0.701 indicates a high exposure to this risk, surpassing the national average of 0.208, even though both operate within a medium-risk context. This suggests the Institute is more prone to this behavior than its peers. A certain level of self-citation is natural to reflect the continuity of research lines; however, this elevated rate warns of a potential for scientific isolation or "echo chambers." It signals a risk of endogamous impact inflation, where the institution's academic influence may be disproportionately validated by internal dynamics rather than by broader recognition from the external scientific community, warranting a review of citation practices.
The institution's Z-score of -0.164, while low, is slightly higher than the national average of -0.328, signaling an incipient vulnerability. This suggests that while the overall risk is contained, the Institute shows signals that warrant review before they escalate. A sporadic presence in discontinued journals can occur, but this minor elevation indicates a need to reinforce due diligence in the selection of publication venues. It serves as a prompt to enhance information literacy among researchers to consistently avoid channeling work through media that may not meet international quality standards, thus preventing potential reputational harm.
A clear strength is visible in this indicator, where the institution's Z-score is a low -0.843, contrasting sharply with the national medium-risk average of 0.881. This demonstrates significant institutional resilience, as control mechanisms appear to be successfully mitigating a systemic risk present in the country. Outside of "Big Science" contexts where large author lists are normal, hyper-authorship can indicate inflation and dilute accountability. The Institute's low score suggests a culture that effectively promotes transparency and values meaningful contributions over "honorary" or political authorship practices.
The institution demonstrates differentiated management in this area, with a Z-score of 0.147, significantly moderating a risk that is more pronounced at the national level (0.809). A wide positive gap can signal a dependency on external partners for scientific impact. By maintaining a much smaller gap than its national peers, the Institute shows a healthier balance between leveraging collaborations and building its own structural capacity for intellectual leadership. This suggests that its scientific prestige is more rooted in genuine internal capabilities and less reliant on an exogenous or dependent position in partnerships.
The institution again shows strong institutional resilience with a low Z-score of -0.285, standing in positive contrast to the national medium-risk average of 0.288. This indicates that the Institute's control mechanisms are effectively mitigating a risk prevalent in its environment. Extreme individual publication volumes can challenge the credibility of meaningful intellectual contribution. The institution's low score suggests it fosters a research culture that successfully balances productivity with quality, steering clear of dynamics that prioritize metrics over the integrity of the scientific record.
With a Z-score of -0.031, the institution shows a slight divergence from the national standard, where the country's score of -0.139 reflects a very low-risk environment. This indicates the presence of minor risk signals at the Institute that are not apparent in the rest of the country. While in-house journals can be valuable for local dissemination, this slight over-reliance compared to the national baseline introduces a potential conflict of interest and a risk of academic endogamy. It is a subtle warning to ensure that internal publication channels do not bypass rigorous, independent peer review or serve as "fast tracks" to inflate publication counts without standard competitive validation.
This indicator represents a critical alert, as the institution's Z-score of 3.930 is at a significant risk level, drastically amplifying the vulnerability already present in the national system (0.778). This suggests the Institute is a focal point for this problematic practice. A high value is a clear warning of "salami slicing," where a single coherent study is fragmented into minimal publishable units to artificially inflate productivity metrics. This practice severely distorts the available scientific evidence, overburdens the peer review system, and prioritizes volume over the generation of significant new knowledge. This finding requires urgent and decisive intervention to realign research practices with core principles of scientific integrity.
