| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.429 | -0.119 |
|
Retracted Output
|
-0.569 | -0.208 |
|
Institutional Self-Citation
|
2.740 | 0.208 |
|
Discontinued Journals Output
|
2.838 | -0.328 |
|
Hyperauthored Output
|
-0.319 | 0.881 |
|
Leadership Impact Gap
|
-0.034 | 0.809 |
|
Hyperprolific Authors
|
2.946 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
44.533 | 0.778 |
Fukuoka Institute of Technology presents a dual profile in scientific integrity, combining areas of exceptional governance with significant, concentrated risks. With an overall score of 2.868, the institution demonstrates robust control over multiple affiliations, retractions, hyper-authorship, and output in its own journals, often performing better than the national standard for Japan. This foundation of integrity supports its recognized thematic strengths in Computer Science, Engineering, and Physics and Astronomy, as identified by SCImago Institutions Rankings data. However, this positive profile is critically undermined by significant alerts in four key areas: institutional self-citation, publication in discontinued journals, hyperprolific authorship, and, most notably, an extremely high rate of redundant output. While the institution's specific mission statement was not available for this analysis, these identified risks are fundamentally at odds with the universal academic mandate for excellence, rigor, and social responsibility. Practices that suggest a focus on metric inflation over substantive contribution threaten to devalue the institution's legitimate scientific achievements and erode public trust. To secure its long-term reputation, it is imperative that the Institute leverages its clear strengths in governance to urgently address these vulnerabilities, ensuring its operational practices fully align with its academic ambitions.
The institution exhibits an exemplary profile in this area, with a Z-score of -1.429, significantly below Japan's national average of -0.119. This result indicates a clear and consistent policy regarding author affiliations, demonstrating an operational standard that surpasses the already low-risk national context. While multiple affiliations can be legitimate, the institution's very low rate effectively eliminates any suspicion of strategic "affiliation shopping" designed to artificially inflate institutional credit, reflecting a transparent and straightforward approach to collaborative attribution.
With a Z-score of -0.569, well within the very low-risk category and below the national average of -0.208, the institution shows strong evidence of effective pre-publication quality control. This alignment with the national standard for low retractions suggests that its research integrity mechanisms are functioning correctly. A high rate of retractions can signal systemic failures in supervision or methodology; conversely, the institution's performance here points to a culture of rigor and responsibility, where potential errors are likely identified and corrected before they enter the scientific record.
A significant risk is identified in this indicator, where the institution's Z-score of 2.740 far exceeds the national average of 0.208. This suggests the institution is amplifying a vulnerability already present in the national system. While some self-citation reflects focused research lines, such a disproportionately high rate signals a potential "echo chamber" where work is validated internally without sufficient external scrutiny. This pattern warns of endogamous impact inflation, creating a risk that the institution's perceived academic influence is oversized by internal dynamics rather than by genuine recognition from the global scientific community.
The institution's Z-score of 2.838 for this indicator represents a severe discrepancy when compared to the national average of -0.328. This atypical level of risk activity requires a deep integrity assessment, as it suggests a systemic issue in the selection of publication venues. A high proportion of output in journals that fail to meet international ethical or quality standards constitutes a critical alert regarding due diligence. This practice exposes the institution to severe reputational damage and indicates an urgent need to improve information literacy among its researchers to avoid channeling valuable work into predatory or low-quality outlets.
The institution demonstrates institutional resilience in managing authorship, with a Z-score of -0.319, contrasting favorably with the national average of 0.881. While the country shows a medium-level tendency towards this risk, the institution's control mechanisms appear to effectively mitigate it. This suggests the presence of clear and well-enforced authorship policies that prevent the inflation of author lists. By maintaining transparency and accountability, the institution successfully distinguishes its collaborative practices from "honorary" or political authorships, reinforcing the integrity of its research contributions.
With a Z-score of -0.034, the institution shows remarkable resilience and scientific autonomy compared to the national average of 0.809. While it is common for institutions to depend on external partners for impact, this institution's profile indicates that its scientific prestige is structural and generated internally. The minimal gap suggests that the research it leads is just as impactful as its collaborative work, signaling strong internal capacity and intellectual leadership. This is a sign of a sustainable and robust research ecosystem, where excellence is the result of genuine internal capabilities rather than strategic positioning in collaborations led by others.
This indicator reveals a significant risk, as the institution's Z-score of 2.946 markedly amplifies the moderate vulnerability seen at the national level (0.288). The presence of authors with extreme publication volumes challenges the perceived limits of meaningful intellectual contribution and raises concerns about the balance between quantity and quality. This high value alerts to potential systemic issues such as coercive authorship, data fragmentation, or the assignment of authorship without real participation. Such dynamics prioritize metric performance over the integrity of the scientific record and require immediate review by management.
The institution demonstrates total operational silence in this area, with a Z-score of -0.268, which is even lower than the country's very low-risk average of -0.139. This outstanding result signals a strong commitment to independent, external peer review and global visibility. By avoiding reliance on in-house journals, the institution effectively sidesteps potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production is validated through standard competitive channels, strengthening the credibility and international standing of its research.
This indicator presents a critical red flag, with the institution's Z-score of 44.533 showing an extreme amplification of the risk present in the national system (0.778). Such a massive and recurring bibliographic overlap between publications is a strong indicator of data fragmentation or "salami slicing." This practice, aimed at artificially inflating productivity by dividing a single study into minimal publishable units, severely distorts the available scientific evidence and overburdens the peer-review system. This result suggests an urgent need to investigate publication practices and reinforce policies that prioritize significant new knowledge over sheer volume.
