| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.194 | -0.119 |
|
Retracted Output
|
-0.174 | -0.208 |
|
Institutional Self-Citation
|
-0.151 | 0.208 |
|
Discontinued Journals Output
|
-0.314 | -0.328 |
|
Hyperauthored Output
|
-0.486 | 0.881 |
|
Leadership Impact Gap
|
-1.766 | 0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
-1.186 | 0.778 |
International Christian University demonstrates an exceptionally strong profile in scientific integrity, with an overall risk score of -0.443 that indicates robust internal governance and a culture of quality. The institution's performance is particularly outstanding in its near-total absence of risk signals related to research sustainability, author productivity, and publication redundancy, areas where it significantly outperforms national averages. This foundation of integrity provides a solid platform for its academic strengths, as evidenced by its high national rankings in Mathematics (Top 15) and Social Sciences (Top 60) according to SCImago Institutions Rankings data. The only area requiring attention is a moderate rate of multiple affiliations, which deviates from the national norm. This specific vulnerability, if left unmonitored, could subtly conflict with the university's mission to cultivate an "academic tradition of freedom and reverence" and "service to God and humankind," as transparency in collaboration is key to these ideals. Overall, the university's commitment to sound research practices strongly supports its mission, and a proactive review of affiliation policies would further solidify its position as a leader in both academic excellence and ethical conduct.
The institution presents a Z-score of 0.194, which contrasts with the national average of -0.119. This result indicates a moderate deviation from the national trend, suggesting the university shows a greater sensitivity to this particular risk factor than its peers across Japan. While multiple affiliations are often a legitimate result of researcher mobility or partnerships between universities, this elevated rate warrants a closer look. It is important to verify that these affiliations are not being used as a strategic attempt to inflate institutional credit or for “affiliation shopping,” but rather reflect genuine, substantive collaborations that align with the university's mission.
With a Z-score of -0.174, the institution's performance is in close alignment with the national average of -0.208. This proximity to the country's norm suggests a level of risk that is statistically normal for its context and size. Retractions are complex events, and a low, controlled rate can signify responsible supervision and the honest correction of errors. The current level does not indicate a systemic failure in quality control mechanisms but reflects a standard operational reality within the national research landscape.
The university shows a Z-score of -0.151, a figure that stands favorably against the national average of 0.208. This demonstrates institutional resilience, as the university's control mechanisms appear to successfully mitigate a systemic risk more prevalent across the country. A certain level of self-citation is natural, but the university avoids the disproportionately high rates that can signal scientific isolation or 'echo chambers.' This low score confirms that the institution's academic influence is validated by the broader global community rather than being oversized by internal dynamics.
The institution's Z-score of -0.314 is statistically aligned with the national average of -0.328, indicating a risk level that is normal and expected for its operational context. This suggests that the university's researchers are exercising a standard level of due diligence in selecting publication venues. The data does not point to a significant portion of scientific production being channeled through media that fail to meet international ethical or quality standards, thereby protecting the institution from the reputational risks associated with predatory or low-quality practices.
With a Z-score of -0.486, the university effectively mitigates a risk that is more pronounced at the national level, where the average is 0.881. This strong performance suggests that the institution acts as a resilient filter against practices that could dilute academic accountability. While extensive author lists are legitimate in 'Big Science,' the university's low score indicates that, across its disciplines, it successfully distinguishes between necessary massive collaboration and the risk of 'honorary' or political authorship, thereby maintaining transparency and individual accountability.
The university demonstrates exceptional performance in this area, with a Z-score of -1.766, in stark contrast to the national average of 0.809. This score signals a clear preventive isolation, where the institution avoids a dependency risk prevalent at the national level. A wide positive gap can suggest that scientific prestige is dependent on external partners rather than internal capacity. The university's very low score, however, indicates that its academic impact is robust and structurally generated by research where its own staff exercise intellectual leadership. This is a sign of scientific sustainability and authentic internal strength.
The institution's Z-score of -1.413 is exceptionally low, particularly when compared to the national average of 0.288. This result reflects a state of preventive isolation, where the university does not replicate the risk dynamics observed elsewhere in the country. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks like coercive authorship or a focus on quantity over quality. The university's excellent score indicates a healthy balance, suggesting its research environment prioritizes the integrity of the scientific record over the inflation of productivity metrics.
With a Z-score of -0.268, the university shows a complete absence of risk signals in this area, performing even better than the already low national average of -0.139. This state of total operational silence indicates that the institution is not reliant on its own journals for publication. By avoiding this practice, the university circumvents potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production consistently faces independent external peer review. This commitment to external validation enhances the global visibility and credibility of its research.
The university's Z-score of -1.186 is a clear indicator of strength and integrity, standing in sharp contrast to the national average of 0.778. This demonstrates a successful preventive isolation from a risk that is present in the national system. A high rate of bibliographic overlap can indicate 'salami slicing'—the practice of fragmenting a study into minimal units to inflate productivity. The institution's extremely low score suggests its researchers are focused on producing coherent, significant contributions to knowledge rather than prioritizing publication volume, thereby upholding the principles of robust and meaningful science.
