| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.214 | -0.119 |
|
Retracted Output
|
0.061 | -0.208 |
|
Institutional Self-Citation
|
-0.654 | 0.208 |
|
Discontinued Journals Output
|
-0.335 | -0.328 |
|
Hyperauthored Output
|
1.651 | 0.881 |
|
Leadership Impact Gap
|
0.957 | 0.809 |
|
Hyperprolific Authors
|
2.143 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
-0.098 | 0.778 |
Kyoto Prefectural University of Medicine demonstrates a complex integrity profile, with an overall score of 0.210 that reflects both significant strengths and areas requiring strategic intervention. The institution excels in maintaining operational rigor, showing exceptionally low risk in its choice of publication venues (avoiding institutional and discontinued journals) and effectively managing self-citation and redundant output, performing better than national averages in these areas. However, these strengths are offset by critical vulnerabilities, particularly concerning authorship practices. The rates of hyper-authored output and hyperprolific authors are alarmingly high, significantly amplifying national risk trends and suggesting systemic issues that warrant immediate review. According to SCImago Institutions Rankings data, the university's strong academic reputation is anchored in key thematic areas, including a Top 10 national ranking in Chemistry and Top 25 in Medicine. While the institution's specific mission statement was not available for this analysis, the identified risks—especially those related to authorship integrity and post-publication quality control—pose a potential challenge to any institutional commitment to research excellence and ethical leadership. To secure its long-term scientific standing, it is recommended that the university leverage its operational strengths to develop and implement robust governance policies focused on authorship transparency and pre-publication quality assurance, ensuring its integrity framework matches its distinguished research capabilities.
The institution presents a Z-score of -0.214, which is more rigorous than the national average of -0.119. This indicates a prudent and well-managed approach to scholarly affiliations. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's controlled rate suggests that its processes effectively prevent strategic attempts to inflate institutional credit or engage in “affiliation shopping.” This reflects a commendable level of administrative oversight that aligns with national standards while demonstrating superior diligence.
With a Z-score of 0.061, the institution shows a moderate risk level that deviates from the low-risk national benchmark of -0.208. This suggests the university is more sensitive to factors leading to post-publication corrections than its national peers. Retractions can be complex, but a rate significantly higher than the country average alerts to a potential vulnerability in the institution's integrity culture. This pattern indicates that quality control mechanisms prior to publication may be failing more frequently than expected, pointing to a possible systemic issue with methodological rigor that requires immediate qualitative verification by management.
The institution demonstrates a Z-score of -0.654, a low-risk value that contrasts sharply with the medium-risk national average of 0.208. This highlights a notable institutional resilience against the country's systemic tendency toward endogamous citation patterns. A certain level of self-citation is natural, but the university’s exceptionally low rate indicates that its research is validated by the broader global community, not just within its own 'echo chambers.' This strong external focus mitigates the risk of endogamous impact inflation and confirms that its academic influence is built on widespread recognition.
The institution's Z-score of -0.335 is in the very low-risk category, consistent with the low-risk national standard of -0.328. This reflects a commendable alignment with best practices in selecting reputable dissemination channels. By effectively avoiding journals that do not meet international ethical or quality standards, the university safeguards its reputation and ensures its research investment is not wasted on 'predatory' or low-quality practices. This low-profile consistency demonstrates strong due diligence and information literacy within its research community.
The institution exhibits a Z-score of 1.651, a significant risk level that sharply accentuates the medium-risk trend observed nationally (Z-score of 0.881). This finding constitutes a critical alert, suggesting the university amplifies vulnerabilities present in the national system regarding authorship. While extensive author lists are legitimate in 'Big Science' contexts, this high value indicates a strong possibility of author list inflation, a practice that dilutes individual accountability and transparency. It is urgent to investigate whether this pattern stems from necessary massive collaboration or from widespread 'honorary' or political authorship practices.
With a Z-score of 0.957, the institution shows a higher exposure to this risk factor than the national average of 0.809, though both are in the medium-risk category. This indicates that the university is more prone than its peers to a dependency on external collaborations for its citation impact. A wide positive gap suggests that its scientific prestige may be more exogenous than structural, raising questions about long-term sustainability. This invites reflection on whether its high-impact metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The institution's Z-score of 2.143 is exceptionally high, indicating a much greater exposure to this risk than the national average of 0.288, even though both are classified as medium risk. This signals a significant concentration of authors with extreme publication volumes. Such a high indicator points to a potential imbalance between quantity and quality, alerting to risks such as coercive authorship, data fragmentation, or the assignment of authorship without meaningful intellectual contribution. This dynamic, which prioritizes metrics over the integrity of the scientific record, is far more pronounced at the institution than in its surrounding environment.
The institution's Z-score of -0.268 is even lower than the already minimal national average of -0.139, signifying a complete absence of risk signals in this area. This operational silence demonstrates an exemplary commitment to independent, external peer review. By avoiding reliance on in-house journals, the university completely sidesteps potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production is validated through standard competitive channels, maximizing its global visibility and credibility.
The institution shows a low-risk Z-score of -0.098, demonstrating strong institutional resilience when compared to the medium-risk national environment (Z-score of 0.778). This marked difference suggests that the university's internal control mechanisms are highly effective at mitigating the national tendency toward data fragmentation or 'salami slicing.' The institution's performance indicates a culture that prioritizes the publication of coherent, significant studies over the artificial inflation of productivity, thereby strengthening the integrity of the scientific evidence it produces.
