| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.164 | -0.119 |
|
Retracted Output
|
-0.531 | -0.208 |
|
Institutional Self-Citation
|
-0.542 | 0.208 |
|
Discontinued Journals Output
|
-0.545 | -0.328 |
|
Hyperauthored Output
|
-0.682 | 0.881 |
|
Leadership Impact Gap
|
-0.372 | 0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
-0.091 | 0.778 |
Fukui Prefectural University demonstrates an outstanding profile in scientific integrity, with a global risk score of -0.537 that indicates robust and responsible research practices. The institution exhibits a consistent pattern of very low to low risk across all nine indicators, distinguishing itself favorably from the national context in several key areas. This strong foundation of ethical conduct is particularly evident in the near-total absence of signals related to retracted output, hyperprolific authorship, and publication in discontinued or institutional journals. This commitment to quality and transparency provides a solid bedrock for its academic pursuits. According to SCImago Institutions Rankings data, the university's main thematic strengths are concentrated in Agricultural and Biological Sciences (ranked 28th in Japan), Earth and Planetary Sciences (95th), and Biochemistry, Genetics and Molecular Biology (128th). While a specific mission statement was not provided for this analysis, the institution's exemplary integrity profile inherently aligns with the core principles of academic excellence and social responsibility. The detected low-risk environment ensures that its contributions in these key fields are credible, sustainable, and built on a foundation of trust, reinforcing its role as a reliable generator of knowledge. The university is encouraged to leverage this exceptional integrity performance as a strategic asset to attract talent, secure funding, and enhance its national and international reputation.
The institution presents a Z-score of -0.164, a value that reflects a more rigorous management of affiliations than the national average of -0.119. This prudent profile suggests that the university's collaborative framework is well-defined and transparent. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate indicates that its collaborative practices are geared towards genuine scientific partnership rather than strategic attempts to inflate institutional credit, ensuring clarity and accountability in its research network.
With a Z-score of -0.531, the institution shows a near-complete absence of retractions, a figure that is significantly stronger than the already low-risk national benchmark of -0.208. This low-profile consistency demonstrates the effectiveness of its internal quality control mechanisms. Retractions can sometimes result from honest corrections, but such a minimal rate strongly suggests that the university's pre-publication supervision and methodological rigor are systemically robust, protecting its scientific record and fostering a culture of integrity that prevents recurring malpractice.
The university demonstrates notable institutional resilience with a Z-score of -0.542, positioning it in the low-risk category, in stark contrast to the medium-risk national average of 0.208. This indicates that its internal control mechanisms effectively mitigate the systemic risks of academic insularity observed elsewhere in the country. A certain level of self-citation is natural, but the institution successfully avoids the 'echo chambers' that can lead to endogamous impact inflation. This result confirms that the university's academic influence is validated by the global scientific community, not just by internal dynamics.
The institution's Z-score of -0.545 signifies a virtually nonexistent presence in discontinued journals, outperforming the low-risk national average of -0.328. This alignment with best practices highlights a strong institutional commitment to due diligence in selecting high-quality dissemination channels. A high proportion of output in such journals can pose severe reputational risks, but the university's excellent performance indicates that its researchers are well-informed and effectively avoid predatory or low-quality media, thereby safeguarding institutional resources and scientific credibility.
With a Z-score of -0.682, the institution maintains a low-risk profile that effectively counters the medium-risk national trend (Z-score: 0.881). This demonstrates institutional resilience against practices that can dilute academic accountability. While extensive author lists are legitimate in 'Big Science,' a low rate outside these contexts, as seen here, suggests that the university promotes a culture of meaningful contribution. This acts as a firewall against author list inflation, ensuring that authorship reflects genuine participation and individual responsibility remains transparent.
The institution exhibits a Z-score of -0.372, a low-risk value that signals strong internal research capacity and contrasts sharply with the medium-risk national average of 0.809. This result showcases institutional resilience, indicating that the university is not overly dependent on external partners for its scientific impact. A wide positive gap can suggest that prestige is exogenous, but this institution's balanced profile demonstrates that its excellence is structural and sustainable, stemming from research where it exercises direct intellectual leadership.
Fukui Prefectural University shows a remarkable Z-score of -1.413, indicating a complete absence of hyperprolific authors and establishing a preventive isolation from the medium-risk dynamics observed at the national level (Z-score: 0.288). While high productivity can be legitimate, extreme volumes often challenge the feasibility of meaningful intellectual contribution. The institution's result points to a healthy research environment that prioritizes quality over quantity, effectively preventing risks such as coercive authorship or the dilution of the scientific record, and fostering a culture where substantive work is paramount.
With a Z-score of -0.268, the institution demonstrates a total operational silence in this area, surpassing even the very low-risk national average of -0.139. This exemplary performance indicates a firm commitment to external, independent peer review. While in-house journals can serve local purposes, an over-reliance on them can create conflicts of interest. The university's practice of publishing in external venues ensures its research is validated against global standards, maximizing its visibility and credibility while avoiding any perception of academic endogamy or the use of internal 'fast tracks' for publication.
The institution's Z-score of -0.091 places it in the low-risk category, showcasing its resilience against the medium-risk trend prevalent across the country (Z-score: 0.778). This suggests that the university's research culture effectively discourages the artificial inflation of publication counts through data fragmentation. By avoiding 'salami slicing,' where studies are divided into minimal publishable units, the institution ensures its scientific output consists of coherent, significant contributions, thereby upholding the integrity of the scientific evidence base and respecting the academic review system.
