Myongji University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Myongji University demonstrates a robust scientific integrity profile, with an overall risk score of -0.525 that indicates a performance significantly superior to the global average. The institution's primary strengths lie in its exceptionally low rates of multiple affiliations, retracted publications, and institutional self-citation, reflecting a culture of transparency and external validation. However, a notable area for strategic attention is the medium-risk gap between its total research impact and the impact of work where it holds intellectual leadership, suggesting a dependency on external collaborations. This operational profile supports the university's strong thematic positioning, particularly in areas such as Earth and Planetary Sciences (ranked 9th nationally), Environmental Science (21st), and Mathematics (25th), according to SCImago Institutions Rankings data. To fully align with its mission of educating individuals to "contribute to... development of human culture," it is crucial to address this impact dependency. Fostering greater internal leadership in research will not only mitigate this strategic risk but also ensure that the institution's contributions are both authentic and sustainable, fully embodying its commitment to excellence and social responsibility. By leveraging its solid integrity foundation, Myongji University is well-positioned to transform this challenge into an opportunity for growth and enhanced global influence.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

With a Z-score of -1.381, Myongji University exhibits a near-total absence of risk signals in this area, performing even more rigorously than the already low national average of -0.886. This result indicates a state of operational silence, where institutional affiliation policies are exceptionally clear and consistently applied. While multiple affiliations can be a legitimate outcome of academic mobility or partnerships, the university's extremely low rate confirms that there are no signs of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a commendable commitment to transparent and unambiguous research crediting.

Rate of Retracted Output

The institution's Z-score of -0.597 signifies a very low risk of retracted publications, a figure that is favorably positioned against the national Z-score of -0.049. This demonstrates a low-profile consistency, where the absence of significant risk signals aligns with the national standard of research quality. Retractions can sometimes reflect responsible supervision and the correction of honest errors; however, the university's minimal rate suggests that its pre-publication quality control mechanisms are functioning effectively, preventing the systemic failures or recurring malpractice that a higher rate might indicate. This performance points to a healthy integrity culture and a strong foundation of methodological rigor.

Rate of Institutional Self-Citation

Myongji University shows a Z-score of -0.860, indicating a very low rate of institutional self-citation, which is significantly below the national average of -0.393. This strong performance suggests that the institution's research is well-integrated into the global scientific discourse and avoids the risks of operating in an 'echo chamber.' A certain level of self-citation is natural, but the university's low rate demonstrates that its academic influence is driven by broad community recognition rather than internal dynamics. This effectively mitigates any risk of endogamous impact inflation and confirms that the institution's work is validated by robust external scrutiny.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.203 is statistically normal and aligns closely with the national average of -0.217. This indicates that the risk level is as expected for its context, with no unusual exposure to problematic publication venues. A high proportion of output in discontinued journals can be a critical alert for reputational risk, suggesting a failure in due diligence. However, Myongji University's score reflects standard practice, indicating that its researchers are effectively selecting appropriate and reputable channels for dissemination, thereby avoiding the waste of resources on 'predatory' or low-quality practices.

Rate of Hyper-Authored Output

With a Z-score of -0.543, the university maintains a prudent profile in hyper-authored publications, demonstrating more rigorous control than the national standard (-0.228). This lower-than-average rate suggests that the institution effectively manages its authorship practices. While extensive author lists are legitimate in 'Big Science' fields, a high rate elsewhere can signal author list inflation or the dilution of accountability. Myongji University's performance indicates a healthy distinction between necessary massive collaboration and questionable 'honorary' authorship, reinforcing transparency and individual responsibility in its research output.

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

The university's Z-score of 0.187 in this indicator represents a medium-risk signal and a moderate deviation from the national average of -0.320. This positive gap suggests that the institution is more sensitive than its national peers to a specific risk factor: a potential dependency on external collaborations for its citation impact. A wide gap where global impact is high but the impact of institution-led research is low can signal a sustainability risk. This result suggests that the university's scientific prestige may be more exogenous than structural, inviting a strategic reflection on whether its excellence metrics are derived from genuine internal capacity or from a supporting role in collaborations where it does not exercise intellectual leadership.

Rate of Hyperprolific Authors

Myongji University presents a prudent profile with a Z-score of -0.586, which is notably lower than the national average of -0.178. This indicates that the institution manages its research environment with more rigor than the national standard regarding extreme individual productivity. While high output can reflect leadership, extreme volumes often challenge the feasibility of meaningful intellectual contribution. The university's low score is a positive sign, suggesting a healthy balance between quantity and quality and a reduced risk of practices such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of the scientific record over pure metrics.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 is in almost perfect synchrony with the national average of -0.252, reflecting a shared environment of maximum scientific security in this regard. This alignment demonstrates that Myongji University, like its national peers, does not rely on its own journals for publishing its research. This practice is crucial for avoiding conflicts of interest where an institution acts as both judge and party. By favoring external, independent peer review, the university ensures its research achieves global visibility and competitive validation, steering clear of academic endogamy or the use of internal channels as 'fast tracks' to inflate productivity.

Rate of Redundant Output

With a Z-score of -0.423, the university's rate of redundant output is statistically normal and very close to the national average of -0.379. This indicates that the level of bibliographic overlap between publications is as expected for its context and does not signal a systemic issue. A high rate of redundant output can alert to 'salami slicing,' where studies are fragmented to artificially inflate publication counts. Myongji University's score suggests that its researchers are largely publishing coherent and complete studies, prioritizing the generation of significant new knowledge over the maximization of publication volume.