Cheongju University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Cheongju University demonstrates a robust scientific integrity profile, with a global risk score of -0.274 that indicates a performance generally superior to the international average. The institution's primary strengths lie in its exceptionally low rates of multiple affiliations, institutional self-citation, hyper-authored output, and hyperprolific authors, where it significantly outperforms national benchmarks. This solid foundation is complemented by strong performance in key thematic areas according to SCImago Institutions Rankings data, including Business, Management and Accounting (ranked 54th in South Korea), Mathematics (61st), and Environmental Science (65th). However, this positive outlook is challenged by a notable vulnerability: a medium-risk level for output in discontinued journals, which deviates significantly from the national trend. This practice directly undermines the university's mission to become "the most prestigious university in the central region of Korea," as prestige is inextricably linked to the quality and reputation of its dissemination channels. To fully align its operational reality with its strategic aspirations, Cheongju University is advised to leverage its strong integrity culture to address this specific weakness, thereby ensuring its pursuit of excellence is built upon a foundation of unquestionable scientific rigor and reputational security.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution exhibits a state of total operational silence regarding this indicator, with a Z-score of -1.371, which is even lower than the already minimal national average of -0.886. This demonstrates an exemplary level of transparency and clarity in authorship and institutional credit. While multiple affiliations can be a legitimate outcome of collaboration, the complete absence of risk signals at Cheongju University, even when compared to its low-risk national context, suggests that its policies effectively prevent any strategic misuse of affiliations to inflate institutional credit, reflecting a culture of straightforward and honest academic attribution.

Rate of Retracted Output

With a Z-score of -0.343, the university displays a prudent profile, managing its processes with more rigor than the national standard (Z-score: -0.049). This lower-than-average rate of retractions is a positive sign. Retractions can sometimes reflect responsible supervision and the correction of honest errors; however, a consistently low rate suggests that the institution's pre-publication quality control mechanisms are robust and effective. This performance indicates a healthy integrity culture where methodological rigor is prioritized, minimizing the occurrence of errors that could later lead to retractions and safeguarding the institution's scientific reputation.

Rate of Institutional Self-Citation

The university's Z-score of -1.195 (very low risk) contrasts favorably with the national Z-score of -0.393 (low risk), demonstrating low-profile consistency. The institution's near-total absence of risk signals in this area aligns perfectly with the secure national environment. A certain level of self-citation is natural, but the university's exceptionally low rate indicates that its research is not confined to an 'echo chamber' and is subject to broad external scrutiny. This suggests that the institution's academic influence is genuinely built on recognition from the global community, rather than being inflated by endogamous or internal citation dynamics.

Rate of Output in Discontinued Journals

A moderate deviation from the national norm is observed, with the university registering a Z-score of 1.308 (medium risk) while the country average is -0.217 (low risk). This finding represents the most significant vulnerability for the institution, showing a greater sensitivity to this risk factor than its peers. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a portion of the university's scientific output is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks. It suggests an urgent need to enhance information literacy and implement stricter guidelines for journal selection to avoid wasting resources on 'predatory' or low-quality practices that threaten its academic mission.

Rate of Hyper-Authored Output

The institution shows a Z-score of -1.132, indicating a very low risk that is well below the national average of -0.228 (low risk). This low-profile consistency demonstrates that the university does not replicate risk dynamics observed elsewhere in the country. Outside of 'Big Science' contexts where extensive author lists are normal, high rates can indicate author list inflation. Cheongju University's very low score suggests a culture where authorship is assigned responsibly, reflecting genuine contribution and maintaining individual accountability and transparency, thus avoiding practices like 'honorary' or political authorship.

Gap between Impact of total output and the impact of output with leadership

The university's Z-score of -0.136, while within the low-risk category, is higher than the national average of -0.320, signaling an incipient vulnerability. This suggests that the institution's research impact may be slightly more dependent on external collaborations than is typical for its national context. A wide gap can indicate that scientific prestige is more exogenous than structural. While the current level is not alarming, this signal warrants review. It invites reflection on strengthening internal capacity to ensure that excellence metrics result from the institution's own intellectual leadership, thereby securing a more sustainable and autonomous scientific prestige.

Rate of Hyperprolific Authors

With a Z-score of -1.413, the university demonstrates an exceptionally low risk, far below the national Z-score of -0.178. This low-profile consistency highlights the institution's strong alignment with responsible productivity standards. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks like coercive authorship or 'salami slicing'. The virtual absence of this phenomenon at Cheongju University indicates a healthy balance between quantity and quality, reinforcing a research environment where the integrity of the scientific record is prioritized over the inflation of productivity metrics.

Rate of Output in Institutional Journals

The university's Z-score of -0.268 is in almost perfect synchrony with the national average of -0.252, with both at a very low risk level. This total alignment with a secure national environment indicates that the institution avoids over-reliance on its own publication channels. While in-house journals can be valuable, excessive use raises conflict-of-interest concerns and risks academic endogamy. The university's minimal use of such channels demonstrates a commitment to independent, external peer review, ensuring its scientific production is validated competitively and achieves global visibility, rather than being fast-tracked through internal systems.

Rate of Redundant Output

An incipient vulnerability is detected in this area, as the university's Z-score of -0.078 is higher than the national average of -0.379, although both fall within the low-risk category. This suggests that the institution shows signals of data fragmentation that, while not yet a major issue, warrant review before they escalate. A high rate of bibliographic overlap between publications can indicate 'salami slicing'—the practice of dividing a single study into minimal units to inflate productivity. The university's score, being slightly elevated compared to its peers, serves as a preemptive reminder to reinforce editorial policies that encourage the publication of complete, significant studies over fragmented, high-volume output.