| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.453 | -0.119 |
|
Retracted Output
|
1.460 | -0.208 |
|
Institutional Self-Citation
|
0.793 | 0.208 |
|
Discontinued Journals Output
|
-0.385 | -0.328 |
|
Hyperauthored Output
|
-0.733 | 0.881 |
|
Leadership Impact Gap
|
0.317 | 0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.288 |
|
Institutional Journal Output
|
-0.268 | -0.139 |
|
Redundant Output
|
-0.406 | 0.778 |
Soka University demonstrates a commendable overall integrity profile, reflected in its low global risk score of 0.146. The institution's primary strengths lie in its robust control over publication quantity and quality, showing very low risk in areas such as hyperprolific authorship, output in institutional journals, and publication in discontinued journals. Furthermore, it effectively mitigates national tendencies towards hyper-authorship and redundant output. However, this strong foundation is contrasted by two significant vulnerabilities: a critical alert concerning the rate of retracted output and a high exposure to institutional self-citation. These specific risks present a direct challenge to the university's mission to "foster a steady stream of global citizens committed to living a contributive life." While a focus on responsible authorship supports this mission, a high rate of retractions undermines the reliability of those contributions, and insular citation patterns can limit the "global" impact and validation of its research. To fully align its practices with its aspirational goals, the university is advised to implement a targeted strategy to strengthen pre-publication quality control and peer-review mechanisms, thereby ensuring its contributions are not only numerous but also robust, reliable, and globally recognized.
The institution exhibits a prudent profile with a Z-score of -0.453, which is notably lower than the national average of -0.119. This indicates that the university manages its affiliation processes with more rigor than the national standard. While multiple affiliations often arise from legitimate collaborations, this controlled rate suggests that the institution is effectively avoiding practices that could be perceived as strategic attempts to artificially inflate institutional credit or "affiliation shopping," thereby maintaining clear and transparent attributions of its research output.
With a Z-score of 1.460, the institution shows a severe discrepancy compared to the national average of -0.208. This atypical level of risk activity is a critical anomaly that requires a deep and immediate integrity assessment. Retractions are complex events, but a rate significantly higher than the national and global average is a strong indicator that pre-publication quality control mechanisms may be failing systemically. This finding alerts to a serious vulnerability in the institution's integrity culture, suggesting possible recurring malpractice or a lack of methodological rigor that warrants immediate qualitative verification by management to protect its scientific credibility.
The university's Z-score of 0.793 for this indicator is significantly higher than the national average of 0.208, signaling high exposure to this risk. This suggests the institution is more prone than its national peers to developing scientific 'echo chambers.' While a certain level of self-citation is natural for continuing research lines, this disproportionately high rate warns of potential endogamous impact inflation. It raises concerns that the institution's academic influence may be oversized by internal dynamics rather than validated by the broader global scientific community, potentially creating a risk of scientific isolation.
The institution's Z-score of -0.385 is well within the very low-risk category and demonstrates low-profile consistency with the national environment, which has a score of -0.328. The complete absence of risk signals in this area is a positive sign of due diligence in selecting publication venues. It confirms that the university's researchers are effectively avoiding predatory or low-quality journals, thus protecting the institution's reputation and ensuring that its scientific output is channeled through credible and enduring platforms.
With a Z-score of -0.733, the institution shows strong institutional resilience against a risk that is more prevalent at the national level (country score of 0.881). This suggests that internal control mechanisms are effectively mitigating the country's systemic tendencies towards inflated author lists. By maintaining authorship practices that are appropriate for its disciplinary context and avoiding the dilution of individual accountability, the university distinguishes between necessary large-scale collaboration and questionable 'honorary' authorship, reinforcing a culture of transparency.
The institution demonstrates differentiated management in this area, with a moderate Z-score of 0.317 that is considerably lower than the national average of 0.809. This indicates that the university successfully moderates a risk that is common throughout the country. A smaller gap suggests that the institution's scientific prestige is less dependent on external partners and more reflective of its own structural capacity. This is a positive sign of sustainability, showing that the university is building genuine internal capabilities and exercising intellectual leadership in its collaborations, rather than relying on an exogenous impact.
The university's Z-score of -1.413 signals a state of preventive isolation from national trends, where the risk is moderate (country score of 0.288). The data indicates that the institution does not replicate the risk dynamics observed in its environment. By effectively preventing cases of extreme individual publication volumes, the university fosters a culture that prioritizes quality and meaningful intellectual contribution over sheer metrics. This approach mitigates risks such as coercive authorship or superficial participation, ensuring the integrity of its scientific record.
With a Z-score of -0.268, which is even lower than the country's very low-risk average of -0.139, the institution shows total operational silence in this indicator. This absence of risk signals, even below the national baseline, is an exemplary sign of integrity. It demonstrates a clear commitment to independent, external peer review and global visibility, avoiding any potential conflicts of interest or academic endogamy that can arise from over-reliance on in-house publication channels. This practice ensures its research is validated through standard competitive processes.
The institution displays strong institutional resilience, with a low-risk Z-score of -0.406, in stark contrast to the moderate-risk national average of 0.778. This suggests that the university's control mechanisms are effectively filtering out a systemic risk present in the country. By discouraging the practice of fragmenting studies into 'minimal publishable units,' the institution promotes the publication of significant, coherent new knowledge. This responsible approach avoids artificially inflating productivity metrics and contributes positively to the integrity of the scientific evidence base.
