| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.596 | -0.119 |
|
Retracted Output
|
-0.850 | -0.208 |
|
Institutional Self-Citation
|
1.217 | 0.208 |
|
Discontinued Journals Output
|
-0.381 | -0.328 |
|
Hyperauthored Output
|
-1.056 | 0.881 |
|
Leadership Impact Gap
|
-0.673 | 0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
-1.186 | 0.778 |
Kyoto Pharmaceutical University demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.525. The institution exhibits exceptional strength in maintaining low-risk levels across the majority of indicators, particularly in areas such as Rate of Retracted Output, Rate of Hyperprolific Authors, and Rate of Redundant Output, where it effectively insulates itself from national risk trends. However, two areas warrant strategic attention: a moderate deviation in the Rate of Multiple Affiliations and a high exposure to Institutional Self-Citation, which suggest a need to review affiliation and citation practices to ensure they align with global best practices. These observations are contextualized by the university's strong research performance in key thematic areas, including Pharmacology, Toxicology and Pharmaceutics; Chemistry; Medicine; and Biochemistry, Genetics and Molecular Biology, as evidenced by SCImago Institutions Rankings data. While a specific mission statement was not available for analysis, the identified moderate risks could potentially challenge universal academic goals of excellence and social responsibility by creating perceptions of inflated credit or insular research ecosystems. By proactively addressing these two vulnerabilities, the university can further solidify its already strong foundation of scientific integrity and enhance its international standing.
The institution presents a Z-score of 0.596 in this indicator, a value that moderately deviates from the national average of -0.119. This suggests that the university shows a greater sensitivity to this risk factor than its national peers, adopting affiliation practices that are more pronounced than the typical pattern observed in Japan. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the higher rate here warrants a closer look. It may signal strategic attempts to inflate institutional credit or "affiliation shopping," and a review is advisable to ensure all declared affiliations correspond to substantive, transparent, and meaningful collaborations.
With a Z-score of -0.850, significantly below the national average of -0.208, the institution demonstrates an exemplary record in this area. This low-profile consistency, where the absence of risk signals surpasses even the low-risk national standard, points to highly effective quality control mechanisms. Retractions can be complex, but such a low rate strongly suggests that the university's pre-publication supervision and methodological rigor are robust, preventing systemic errors and fostering a culture of integrity. This performance is a clear indicator of responsible and high-quality scientific oversight.
The university's Z-score for institutional self-citation is 1.217, which is notably higher than the national average of 0.208. Although this risk is present systemically across the country, the institution shows a higher exposure, indicating that its internal citation patterns are more pronounced than the national norm. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate could signal concerning scientific isolation or 'echo chambers' where work is validated without sufficient external scrutiny, creating a risk of endogamous impact inflation. It suggests that the institution's perceived academic influence may be oversized by internal dynamics rather than by broader recognition from the global community.
The institution's Z-score of -0.381 is slightly better than the already low national average of -0.328, indicating a consistent and secure profile. The near-total absence of publications in discontinued journals demonstrates that the university's researchers exercise excellent due diligence in selecting their dissemination channels. This practice is a critical defense against reputational damage, showing a clear commitment to avoiding 'predatory' or low-quality publishers and ensuring that institutional resources are invested in impactful and ethically sound scientific communication.
Displaying a Z-score of -1.056, the institution stands in stark contrast to the national average of 0.881, which indicates a medium risk level for Japan. This highlights a remarkable institutional resilience, where internal controls or cultural norms appear to effectively mitigate a systemic national risk. While extensive author lists are legitimate in 'Big Science,' the university's low rate outside these contexts suggests that its authorship practices are well-governed. This fosters individual accountability and transparency, successfully distinguishing between necessary massive collaboration and potentially problematic 'honorary' authorship practices.
The institution shows a Z-score of -0.673, a figure that signals strong performance, especially when compared to the national average of 0.809. This demonstrates institutional resilience against a national trend where research impact is more commonly dependent on external collaborators. The low, negative gap at the university indicates that its scientific prestige is structural and sustainable, stemming from genuine internal capacity. This healthy balance suggests that its excellence metrics are the result of research where it exercises clear intellectual leadership, rather than being a byproduct of strategic positioning in collaborations led by others.
With a Z-score of -1.413, the institution shows a near-complete absence of this risk, in sharp contrast to the moderate risk level seen in the national average of 0.288. This exemplifies a state of preventive isolation, where the university does not replicate the risk dynamics observed in its environment. The lack of authors with extreme publication volumes is a strong positive signal, suggesting an institutional culture that prioritizes quality and meaningful intellectual contribution over sheer quantity. This effectively mitigates risks such as coercive authorship or the dilution of scientific integrity, fostering a healthier research environment.
The institution's Z-score of -0.268 is even lower than the country's already very low average of -0.139, signifying a state of total operational silence on this indicator. This demonstrates an exceptional commitment to external validation that exceeds the national standard. By avoiding reliance on in-house journals, the university ensures its scientific production consistently undergoes independent external peer review. This practice circumvents potential conflicts of interest and academic endogamy, thereby maximizing the global visibility and competitive validation of its research findings.
The university's Z-score of -1.186 marks a profound and positive divergence from the national average of 0.778. This demonstrates a clear case of preventive isolation, where the institution's internal standards effectively shield it from a risk that is moderately prevalent across the country. The extremely low incidence of redundant output indicates that the practice of 'salami slicing'—fragmenting a single study into multiple minimal publications—is not a concern. This reflects a commendable focus on generating significant new knowledge over artificially inflating productivity metrics, thus upholding the integrity of the scientific record.
