| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.446 | -0.119 |
|
Retracted Output
|
-0.512 | -0.208 |
|
Institutional Self-Citation
|
0.358 | 0.208 |
|
Discontinued Journals Output
|
-0.476 | -0.328 |
|
Hyperauthored Output
|
-0.665 | 0.881 |
|
Leadership Impact Gap
|
-0.007 | 0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
0.836 | 0.778 |
Setsunan University demonstrates a robust overall profile in scientific integrity, with a global risk score of -0.436 indicating a performance that is significantly healthier than the baseline. The institution's primary strengths lie in its exceptional control over publication quality and authorship practices, evidenced by very low risk levels in Retracted Output, Output in Discontinued Journals, Hyperprolific Authors, and Output in Institutional Journals. However, two areas require strategic attention: a medium-risk level in Institutional Self-Citation (Z-score: 0.358) and Redundant Output (Z-score: 0.836), both of which are slightly more pronounced than the national average for Japan. These findings are contextualized by the university's solid academic positioning, with notable strengths in areas such as Agricultural and Biological Sciences, Pharmacology, Toxicology and Pharmaceutics, and Medicine, according to SCImago Institutions Rankings data. Although the institution's specific mission statement was not available for this analysis, these identified risks could challenge universal academic goals of excellence and social responsibility; practices like endogamous citation and data fragmentation can undermine the pursuit of globally validated knowledge. By leveraging its strong foundational integrity to address these specific vulnerabilities, Setsunan University is well-positioned to further enhance its research quality and reinforce its scientific reputation.
With an institutional Z-score of -0.446, which is considerably lower than the national average of -0.119, Setsunan University exhibits a prudent and well-managed approach to author affiliations. This low-risk profile suggests that the institution's processes are more rigorous than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's controlled rate indicates a minimal risk of strategic "affiliation shopping" or attempts to artificially inflate institutional credit, reflecting a clear and transparent policy regarding collaborative work.
The university demonstrates exceptional performance in this area, with a Z-score of -0.512, indicating a very low rate of retractions that is well below the country's already low-risk score of -0.208. This absence of significant risk signals aligns perfectly with the national standard for research quality. Retractions can be complex events, but a rate this far below the average strongly suggests that the institution's quality control mechanisms prior to publication are functioning effectively, preventing systemic methodological errors or potential malpractice and underscoring a robust culture of scientific integrity.
The university's Z-score for institutional self-citation is 0.358, a medium-risk value that is notably higher than the national average of 0.208. This indicates that the institution is more exposed to this risk factor than its peers across the country. A certain level of self-citation is natural to reflect ongoing research lines, but this elevated rate warns of a potential for scientific isolation or the formation of 'echo chambers.' This trend suggests 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.
Setsunan University shows excellent due diligence in its choice of publication venues, with a very low-risk Z-score of -0.476, compared to the national score of -0.328. The absence of risk signals in this indicator is consistent with the secure national environment. A high proportion of publications in discontinued journals can be a critical alert, but the university's minimal rate demonstrates a successful strategy to avoid channels that do not meet international ethical or quality standards. This protects its reputation and ensures that research efforts are not channeled into 'predatory' or low-impact outlets.
The institution displays significant resilience against national trends in hyper-authorship, with a low-risk Z-score of -0.665 that contrasts sharply with the medium-risk level seen across Japan (0.881). This suggests that the university's internal governance and control mechanisms are effectively mitigating a systemic risk present in its environment. While extensive author lists are legitimate in 'Big Science,' the university's low rate outside these contexts indicates strong policies against author list inflation, thereby preserving individual accountability and discouraging the 'honorary' authorship practices that appear more common at the national level.
With a Z-score of -0.007, the university maintains a negligible gap between its overall citation impact and the impact of research where it holds a leadership role, standing in stark contrast to the medium-risk national average of 0.809. This demonstrates remarkable institutional resilience and self-sufficiency. A wide positive gap can signal a dependency on external partners for prestige, but Setsunan University's balanced profile indicates that its scientific excellence is structural and endogenous. This suggests its reputation is built on genuine internal capacity and intellectual leadership, not merely on strategic positioning in collaborations led by others.
The university's Z-score of -1.413 is exceptionally low, indicating a near-total absence of hyperprolific authors and marking a clear state of preventive isolation from the medium-risk dynamics observed nationally (Z-score: 0.288). The institution does not replicate the risk patterns prevalent in its environment. While high productivity can be legitimate, extreme publication volumes often challenge the limits of meaningful intellectual contribution. The university's performance here points to a culture that prioritizes quality and scientific rigor over sheer quantity, effectively avoiding risks such as coercive authorship or the assignment of credit without real participation.
The institution's Z-score of -0.268 reflects a very low rate of publication in its own journals, a figure that is even lower than the national average of -0.139. This represents a state of total operational silence, with a complete absence of risk signals in this domain. While in-house journals can serve local purposes, over-reliance on them can create conflicts of interest. The university's minimal use of such channels demonstrates a strong commitment to independent, external peer review, ensuring its research is validated through standard competitive processes and maximizing its global visibility by avoiding any risk of academic endogamy.
The university's rate of redundant output, with a Z-score of 0.836, is at a medium-risk level and is slightly higher than the national average of 0.778. This suggests the institution has a higher exposure to this particular integrity risk compared to its national environment. While citing previous work is a necessary part of science, this elevated score serves as an alert for the potential practice of 'salami slicing'—dividing a single study into minimal publishable units to artificially inflate productivity metrics. This tendency, more pronounced at the institution than in the country, risks distorting the scientific record and indicates a need to reinforce policies that prioritize the publication of significant, new knowledge over volume.
