Konyang University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Konyang University demonstrates a robust scientific integrity profile, with an overall risk score of -0.550 that indicates a performance significantly superior to the global average. The institution's primary strengths lie in its exceptionally low risk across a majority of indicators, including the Rate of Multiple Affiliations, Retracted Output, Institutional Self-Citation, Hyperprolific Authors, and Redundant Output, reflecting a culture of rigorous internal governance and ethical research practices. This solid foundation is further evidenced by its strong positioning in the SCImago Institutions Rankings, particularly in the fields of Biochemistry, Genetics and Molecular Biology; Medicine; and Pharmacology, Toxicology and Pharmaceutics. However, two areas warrant strategic attention: a moderate risk in the Rate of Output in Discontinued Journals and a notable Gap between the impact of its total output and that of its leadership-driven output. These vulnerabilities, while not critical, could subtly undermine the university's mission to be a "leading university of undergraduate education" by creating a perception of dependency or a lack of due diligence. Addressing these specific points will be crucial to ensure that the institution's operational reality fully aligns with its stated commitment to excellence and producing competent, workforce-ready talent. By proactively refining its publication strategies and fostering greater intellectual leadership, Konyang University can further solidify its reputation as a benchmark for academic integrity and educational leadership in South Korea.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

With an institutional Z-score of -1.340 compared to the national average of -0.886, Konyang University exhibits a complete absence of risk signals in this area, performing with even greater rigor than the already secure national standard. While multiple affiliations can be a legitimate outcome of academic mobility or partnerships, an elevated rate can suggest strategic efforts to inflate institutional credit. The university's exceptionally low score indicates that its collaborative framework is managed with exemplary transparency and that affiliations are clearly defined, effectively preventing any ambiguity or potential for "affiliation shopping."

Rate of Retracted Output

The institution's Z-score of -0.634 is markedly lower than the national Z-score of -0.049, demonstrating a commendable alignment with a low-risk environment. Retractions are complex events, but a rate significantly above average can point to systemic failures in pre-publication quality control. Konyang University's very low rate signifies that its internal supervision and methodological rigor are highly effective, protecting its scientific record from the vulnerabilities and potential recurring malpractice that a higher incidence of retractions might suggest.

Rate of Institutional Self-Citation

Konyang University's Z-score of -1.220 is substantially better than the national average of -0.393, indicating a strong integration within the global scientific community. A certain level of self-citation is natural, but disproportionately high rates can signal scientific isolation or "echo chambers." The university's very low score confirms that its academic influence is built on external validation rather than internal dynamics, effectively avoiding the risk of endogamous impact inflation and demonstrating that its work is recognized and scrutinized by the wider research community.

Rate of Output in Discontinued Journals

The institutional Z-score of 0.208 presents a moderate deviation from the national average of -0.217, indicating a greater sensitivity to this risk factor than its peers. This suggests a potential vulnerability in the due diligence applied when selecting publication channels. A high proportion of output in discontinued journals is a critical alert, as it indicates that scientific production may be channeled through media that fail to meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and signals an urgent need to enhance information literacy to prevent the investment of resources in "predatory" or low-quality publishing.

Rate of Hyper-Authored Output

With a Z-score of -0.320, the institution maintains a more prudent profile than the national standard (-0.228). This demonstrates that Konyang University manages its authorship processes with greater rigor than its peers. While extensive author lists are legitimate in "Big Science," a high rate outside these contexts can indicate author list inflation, which dilutes accountability. The university's controlled rate suggests a healthy distinction between necessary massive collaboration and questionable "honorary" authorship practices, reinforcing transparency in its research contributions.

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

The university's Z-score of 0.138 reveals a moderate deviation from the national Z-score of -0.320, highlighting a greater sensitivity to this risk. This positive gap suggests that the institution's overall scientific prestige may be more dependent on external partners than on its own structural capacity. A high value in this indicator signals a sustainability risk, inviting reflection on whether its excellence metrics are the result of genuine internal capabilities or strategic positioning in collaborations where Konyang University does not exercise primary intellectual leadership. This is a key area for strategic development to build a more autonomous and robust research identity.

Rate of Hyperprolific Authors

The institution's Z-score of -1.413 is exceptionally low, far below the national average of -0.178, which is already in a low-risk band. This result aligns with a culture of academic integrity and responsible productivity. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal risks such as coercive authorship or "salami slicing." Konyang University's near-total absence of this indicator demonstrates a healthy balance between quantity and quality, prioritizing the integrity of the scientific record over inflated metrics.

Rate of Output in Institutional Journals

With a Z-score of -0.268, Konyang University's performance is in almost perfect synchrony with the national average of -0.252. This total alignment within a very low-risk environment demonstrates a shared commitment to external validation. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy by bypassing independent peer review. The university's minimal use of such channels confirms its dedication to global visibility and competitive validation, ensuring its research is evaluated against international standards.

Rate of Redundant Output (Salami Slicing)

The university's Z-score of -0.577 is significantly lower than the national Z-score of -0.379, showing a consistent and robust approach to research publication. A high rate of bibliographic overlap between publications can indicate "salami slicing"—the practice of fragmenting a study into minimal units to inflate productivity. Konyang University's very low score demonstrates a clear institutional preference for publishing complete, significant studies, thereby contributing substantive knowledge to the scientific field and avoiding practices that distort evidence and overburden the peer-review system.