| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.472 | -0.886 |
|
Retracted Output
|
-0.625 | -0.049 |
|
Institutional Self-Citation
|
-1.117 | -0.393 |
|
Discontinued Journals Output
|
0.365 | -0.217 |
|
Hyperauthored Output
|
-0.345 | -0.228 |
|
Leadership Impact Gap
|
-0.948 | -0.320 |
|
Hyperprolific Authors
|
-0.826 | -0.178 |
|
Institutional Journal Output
|
-0.268 | -0.252 |
|
Redundant Output
|
-0.354 | -0.379 |
Soon Chun Hyang University demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.509. The institution exhibits exceptional performance in managing risks associated with multiple affiliations, retracted output, self-citation, and impact dependency, consistently outperforming national averages and indicating a culture of rigorous internal governance. This strong foundation in research ethics directly supports the university's mission to foster 'faithful education and research' grounded in 'Respect for Humanity'. The university's academic strengths are particularly notable in several key areas, with SCImago Institutions Rankings placing it among the top national performers in Earth and Planetary Sciences (5th), Mathematics (14th), Physics and Astronomy (23rd), and Computer Science (29th). However, a single point of vulnerability emerges in the rate of publication in discontinued journals, which presents a moderate deviation from the national standard. This specific risk, if unaddressed, could undermine the institution's commitment to excellence and social contribution by associating its research with low-quality dissemination channels. To fully align its operational practices with its stated mission, it is recommended that the university focuses on strengthening its information literacy and due diligence protocols for journal selection, thereby securing its already impressive reputation for integrity and academic excellence.
The institution presents a Z-score of -1.472, significantly lower than the national average of -0.886. This result indicates a state of total operational silence regarding this risk indicator. The university's rate of multiple affiliations is not only minimal but is even lower than the already low-risk national benchmark. While multiple affiliations can be legitimate, disproportionately high rates can signal attempts to inflate institutional credit. Soon Chun Hyang University's data suggests a highly controlled and transparent approach to declaring affiliations, ensuring that institutional credit is earned through clear and unambiguous contributions, thereby avoiding any perception of strategic "affiliation shopping."
With a Z-score of -0.625, the institution shows a near-total absence of risk signals, contrasting with the national average of -0.049. This demonstrates a low-profile consistency, where the university's strong performance aligns with a generally low-risk national environment. Retractions can be complex, sometimes resulting from honest corrections, but a high rate suggests systemic failures in quality control. The institution's extremely low score is a positive indicator of robust pre-publication review and a strong integrity culture, suggesting that its mechanisms for ensuring methodological rigor are effective and that potential recurring malpractice is not a systemic concern.
The institution's Z-score of -1.117 is substantially lower than the national average of -0.393, indicating an exemplary absence of risk in this area. This performance reflects a low-profile consistency, where the university's practices are even more rigorous than the national standard. A certain level of self-citation is natural, but high rates can signal scientific isolation or 'echo chambers.' Soon Chun Hyang University's very low score strongly suggests that its research is validated by the broader global community, not just internally. This points to a healthy integration into international scientific discourse and an academic influence built on external recognition rather than endogamous impact inflation.
The institution exhibits a Z-score of 0.365, a figure that marks a moderate deviation from the national average of -0.217. This score indicates that the university shows a greater sensitivity to this particular risk factor than its national peers. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This value suggests that a portion of the university's scientific output is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and points to an urgent need to enhance information literacy and formal guidance for researchers to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of -0.345, the institution maintains a more prudent profile than the national average of -0.228. This suggests that the university manages its authorship attribution processes with more rigor than the national standard. While extensive author lists are legitimate in 'Big Science,' their appearance in other fields can indicate author list inflation, which dilutes individual accountability. The institution's controlled score indicates a healthy approach to collaboration, effectively distinguishing between necessary large-scale teamwork and practices like 'honorary' authorship, thereby preserving transparency and accountability in its research output.
The institution's Z-score of -0.948 is significantly lower than the national average of -0.320, demonstrating a consistent and low-risk profile. This score indicates that the university's scientific prestige is not overly dependent on external partners. A wide positive gap can signal a sustainability risk, where excellence is driven by collaborations in which the institution does not hold intellectual leadership. Soon Chun Hyang University's very low score is a strong positive signal of structural self-sufficiency and robust internal capacity, suggesting that its high-impact research is a direct result of its own leadership and innovation.
The institution registers a Z-score of -0.826, which is considerably lower than the national average of -0.178. This demonstrates a prudent profile, indicating that the university manages author productivity with greater rigor than the national standard. While high productivity can be a sign of leadership, extreme publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The institution's low score suggests a healthy research environment that prioritizes the integrity of the scientific record over sheer volume, effectively mitigating risks such as coercive or honorary authorship.
The institution's Z-score of -0.268 is almost perfectly aligned with the national average of -0.252. This reflects a state of integrity synchrony, where the university's practices are in total alignment with a national environment of maximum scientific security on this front. While in-house journals can be valuable, excessive dependence on them raises conflict-of-interest concerns and risks academic endogamy. The university's score indicates that it avoids this pitfall, instead prioritizing independent external peer review for its research, which enhances global visibility and ensures its scientific production is validated through standard competitive channels.
With a Z-score of -0.354, the institution's performance is in close alignment with the national average of -0.379. This indicates a level of statistical normality, where the risk associated with redundant publication is as expected for its context and size. Massive bibliographic overlap between publications can be a sign of 'salami slicing'—the practice of fragmenting a study into minimal units to inflate productivity. The university's score suggests that its researchers are adhering to standard ethical practices, prioritizing the communication of significant new knowledge over the artificial inflation of publication metrics.
