| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.256 | -0.886 |
|
Retracted Output
|
-0.343 | -0.049 |
|
Institutional Self-Citation
|
-0.822 | -0.393 |
|
Discontinued Journals Output
|
-0.222 | -0.217 |
|
Hyperauthored Output
|
0.066 | -0.228 |
|
Leadership Impact Gap
|
-0.193 | -0.320 |
|
Hyperprolific Authors
|
-1.030 | -0.178 |
|
Institutional Journal Output
|
-0.268 | -0.252 |
|
Redundant Output
|
-0.555 | -0.379 |
Cha University demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.478. The institution exhibits exceptional strengths in maintaining very low-risk levels for multiple affiliations, institutional self-citation, hyperprolific authorship, and redundant output, often outperforming national averages and indicating a culture of responsible research conduct. The primary area requiring strategic attention is a moderate deviation in the rate of hyper-authored output, which contrasts with the low-risk national trend. This performance is contextualized by the institution's strong positioning in the SCImago Institutions Rankings, particularly in fields such as Agricultural and Biological Sciences, Pharmacology, Toxicology and Pharmaceutics, and Chemistry. The university's mission to "become the light of hope for humanity" is fundamentally supported by this commitment to integrity; however, the identified vulnerability in authorship practices could undermine the transparency and credibility essential to this goal. To fully embody its mission, it is recommended that the university reinforce its authorship guidelines and continue to foster the exemplary research environment evident across most indicators, ensuring its scientific contributions are both impactful and unimpeachable.
The institution presents a Z-score of -1.256, significantly lower than the national average of -0.886. This result indicates a state of total operational silence regarding this risk, with an absence of problematic signals that is even more pronounced than the already low-risk national standard. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the university's exceptionally low rate suggests that its affiliation practices are transparent and well-defined, effectively avoiding any strategic attempts to inflate institutional credit or engage in “affiliation shopping.” This reflects a clear and unambiguous representation of its collaborative network.
With a Z-score of -0.343, the institution demonstrates a more favorable position compared to the national average of -0.049. This prudent profile suggests that the university manages its pre-publication processes with greater rigor than the national standard. Retractions are complex events, and a rate significantly lower than the norm is a positive indicator that systemic failures in quality control are not occurring. This performance points to effective supervision and a strong institutional integrity culture, successfully minimizing the incidence of methodological errors or malpractice that could lead to subsequent retractions.
The institution's Z-score of -0.822 is well below the national average of -0.393. This low-profile consistency, where the university's very low risk aligns with a low-risk national environment, confirms a healthy pattern of external validation. A certain level of self-citation is natural, but the institution's minimal rate demonstrates that it successfully avoids the 'echo chambers' that can arise from excessive self-validation. This indicates that the university's academic influence is built on broad recognition from the global scientific community rather than being inflated by internal dynamics, ensuring its impact is both genuine and externally scrutinized.
The institution's Z-score of -0.222 is nearly identical to the national average of -0.217. This alignment demonstrates statistical normality, where the risk level is precisely what would be expected for its context and size. A high proportion of publications in discontinued journals can be a critical alert regarding due diligence in selecting dissemination channels. The university's performance indicates that its researchers are, on average, as discerning as their national peers in avoiding media that do not meet international ethical or quality standards, thereby mitigating reputational risks associated with 'predatory' practices.
A Z-score of 0.066 for the institution marks a moderate deviation from the national average of -0.228. This divergence indicates that the university shows a greater sensitivity to this risk factor than its peers, warranting a review of its authorship practices. While extensive author lists are legitimate in 'Big Science' contexts, a higher-than-average rate outside these fields can signal author list inflation, which dilutes individual accountability. This indicator serves as a signal to analyze current authorship patterns and ensure they reflect genuine massive collaboration rather than 'honorary' or political attributions that could compromise transparency.
The institution's Z-score of -0.193, while in the low-risk category, is higher than the national average of -0.320. This suggests an incipient vulnerability, as the institution shows signals that warrant review before they escalate. A wider positive gap—where global impact is high but the impact of institution-led research is lower—can signal a sustainability risk. This value suggests that the university's scientific prestige may be slightly more dependent on external partners than the national norm. It invites a strategic reflection on whether its excellence metrics are derived from genuine internal capacity or from positioning in collaborations where it does not exercise primary intellectual leadership.
With an exceptionally low Z-score of -1.030 compared to the national average of -0.178, the institution demonstrates strong low-profile consistency. The complete absence of risk signals in this area aligns with and surpasses the national standard. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks such as coercive authorship or the assignment of credit without real participation. The university's excellent performance here indicates a healthy balance between quantity and quality, prioritizing the integrity of the scientific record over the inflation of productivity metrics.
The institution's Z-score of -0.268 shows a near-perfect alignment with the national average of -0.252. This integrity synchrony reflects a shared commitment to external validation and global visibility, fully in line with the national environment of maximum scientific security. While in-house journals can be valuable, excessive dependence on them raises conflict-of-interest concerns. The university's low and standard rate indicates that it avoids academic endogamy, ensuring its scientific production undergoes independent external peer review rather than being channeled through internal 'fast tracks' that bypass competitive validation.
The institution's Z-score of -0.555 is notably lower than the national average of -0.379. This demonstrates low-profile consistency, where the absence of risk signals at the university reinforces the low-risk dynamics observed nationally. Massive bibliographic overlap between publications can indicate 'salami slicing'—the practice of fragmenting a study into minimal units to artificially inflate productivity. The university's very low score is a strong indicator of good scientific practice, suggesting a focus on publishing coherent, significant studies that provide new knowledge rather than distorting evidence and overburdening the review system.
