Sogang University

EXECUTIVE SUMMARY AND STRATEGIC VISION

Sogang University demonstrates an outstanding scientific integrity profile, with an overall risk score of -0.517 that places it in the very low-risk category. The institution exhibits exceptional strength in areas critical to research ethics, showing a near-total absence of signals related to hyperprolific authorship, redundant publications, and misuse of institutional journals. These results are complemented by strong national rankings in key thematic areas, including Physics and Astronomy (13th in South Korea), Economics, Econometrics and Finance (19th), and Environmental Science (22nd), according to SCImago Institutions Rankings data. This robust integrity framework directly supports the university's mission to foster a "sincere quest for truth" and develop talent dedicated to a humanistic culture. While the overall picture is highly positive, minor vulnerabilities in institutional self-citation and publication channel selection warrant proactive monitoring to ensure these emerging trends do not compromise the institution's commitment to excellence and social responsibility. A continued focus on strengthening internal guidelines will ensure that Sogang University's operational reality remains fully aligned with its foundational values.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

With a Z-score of -1.057, significantly lower than the national average of -0.886, the institution shows a complete absence of risk signals in this area. This exceptional result indicates that there are no patterns suggesting strategic "affiliation shopping" or attempts to artificially inflate institutional credit through ambiguous affiliations. The data reflects a transparent and rigorous approach to declaring institutional ties, demonstrating operational practices that are even more conservative than the already high national standard.

Rate of Retracted Output

The institution's Z-score of -0.512 for retracted publications is firmly in the very low-risk category, contrasting with the country's low-risk score of -0.049. This strong performance indicates that the university's quality control and supervision mechanisms are highly effective. The absence of a significant retraction rate suggests a robust culture of integrity and methodological rigor, successfully preventing the types of systemic failures or recurring malpractice that would otherwise trigger alerts and require corrective action.

Rate of Institutional Self-Citation

The institution's rate of self-citation (Z-score: -0.336) is slightly more pronounced than the national average (Z-score: -0.393), although both metrics fall within the low-risk range. This subtle deviation points to an incipient vulnerability that merits observation. While a degree of self-citation reflects the natural progression of research lines, an upward trend could risk creating an academic 'echo chamber' where work is validated internally rather than by the broader scientific community. Monitoring this indicator is advisable to ensure the institution's impact remains driven by external recognition and avoids any perception of endogamous impact inflation.

Rate of Output in Discontinued Journals

With a Z-score of -0.158, the institution shows a slightly greater tendency to publish in journals that are later discontinued compared to the national benchmark of -0.217. This finding, while still in the low-risk category, signals an area of incipient vulnerability. It suggests a potential need for enhanced due diligence in the selection of publication venues by its researchers. A proactive approach, such as providing updated training on identifying high-quality and reputable journals, would help mitigate the reputational risks associated with 'predatory' or low-standard publishing and ensure research efforts are channeled effectively.

Rate of Hyper-Authored Output

The institution demonstrates a prudent and well-managed approach to authorship, with a Z-score of -0.781 that is substantially lower than the national average of -0.228. This indicates a rigorous process that effectively prevents author list inflation and maintains high standards of accountability. The data suggests that the university successfully distinguishes between legitimate large-scale collaborations and questionable practices like 'honorary' authorship, thereby upholding transparency and ensuring that credit is assigned appropriately.

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

The institution's Z-score of -0.082 reveals a gap between its overall publication impact and the impact of its leadership-driven research that is slightly wider than the national average of -0.320. This suggests an incipient vulnerability regarding scientific autonomy and the sustainability of its prestige. While collaborations are essential, this pattern indicates that a portion of the institution's impact may be dependent on external partners. It presents a strategic opportunity to reflect on fostering more internal intellectual leadership, thereby ensuring that its high-impact reputation is structurally rooted in its own core capacities.

Rate of Hyperprolific Authors

With a Z-score of -1.075, the institution shows a near-complete absence of hyperprolific authors, performing significantly better than the national average of -0.178. This exceptional result reflects a healthy academic environment where the focus is on the quality and integrity of the scientific record rather than sheer publication volume. It confirms that the institution is not exposed to risks such as coercive authorship or the assignment of credit without meaningful intellectual contribution, reinforcing a culture that values substantive research.

Rate of Output in Institutional Journals

The institution's Z-score of -0.268 for publications in its own journals is perfectly aligned with the national average of -0.252, placing both in a zone of maximum scientific security. This demonstrates a clear commitment to seeking external, independent peer review for its research. By avoiding reliance on internal channels, the university mitigates any potential conflicts of interest or risks of academic endogamy, ensuring its scientific output is validated by the global community and enhancing its international visibility and credibility.

Rate of Redundant Output

The institution's Z-score of -0.632 indicates a very low incidence of redundant publications, a stronger performance than the national average of -0.379. This result points to an institutional culture that values the publication of substantive, coherent studies over artificially inflating productivity metrics. By effectively discouraging 'salami slicing'—the practice of fragmenting a single study into multiple minimal articles—the university upholds the integrity of the scientific evidence it produces and contributes meaningfully to the advancement of knowledge.