| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.248 | -0.886 |
|
Retracted Output
|
-0.522 | -0.049 |
|
Institutional Self-Citation
|
-1.184 | -0.393 |
|
Discontinued Journals Output
|
0.457 | -0.217 |
|
Hyperauthored Output
|
-0.420 | -0.228 |
|
Leadership Impact Gap
|
0.210 | -0.320 |
|
Hyperprolific Authors
|
-1.413 | -0.178 |
|
Institutional Journal Output
|
-0.268 | -0.252 |
|
Redundant Output
|
-0.503 | -0.379 |
Wonkwang University presents a robust scientific integrity profile, with an overall risk score of -0.453 that indicates a performance significantly superior to the global average. The institution demonstrates exceptional strengths in maintaining ethical authorship standards, rigorous quality control, and responsible dissemination practices, with minimal to non-existent signals of risk in areas such as multiple affiliations, hyperprolific authors, retractions, and institutional self-citation. However, this strong foundation is contrasted by two specific vulnerabilities: a moderate rate of publication in discontinued journals and a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. These weaknesses, while contained, require strategic attention. The university's academic strengths are clearly reflected in the SCImago Institutions Rankings, particularly in fields such as Dentistry (ranked 7th in South Korea), Pharmacology, Toxicology and Pharmaceutics (29th), Chemistry (33rd), and Physics and Astronomy (35th). Although the institution's specific mission statement was not available for this analysis, the identified risks—particularly the reliance on low-quality publication venues and dependency on external leadership for impact—could potentially undermine the universal academic goals of achieving genuine excellence and fulfilling social responsibility. By addressing these specific challenges, Wonkwang University can fully align its operational practices with its evident thematic strengths, solidifying its reputation as a leader in both research output and scientific integrity.
The university demonstrates an exemplary profile in this area, with a Z-score of -1.248 that is even lower than the already minimal national average of -0.886. This operational silence indicates a complete absence of risk signals related to the strategic inflation of institutional credit. While multiple affiliations can be a legitimate result of researcher mobility or partnerships, the university's extremely low rate confirms that its collaborative practices are transparent and not geared towards "affiliation shopping," reinforcing a culture of clear and honest attribution.
With a Z-score of -0.522, the institution shows a near-total absence of retractions, a signal that is significantly stronger than the national average (-0.049). This low-profile consistency suggests that the university's quality control mechanisms prior to publication are highly effective. Retractions can sometimes signify responsible supervision through the correction of honest errors, but an exceptionally low rate like this points towards a robust institutional integrity culture that successfully prevents recurring malpractice or a lack of methodological rigor from compromising the public scientific record.
The institution exhibits a very low rate of self-citation (Z-score: -1.184), positioning it well below the national benchmark (-0.393). This result indicates a healthy integration with the global scientific community, actively avoiding the "echo chambers" that can arise from excessive internal validation. A certain level of self-citation is natural, but the university's low value demonstrates that its academic influence is driven by broad external recognition rather than being inflated by endogamous dynamics, ensuring its impact is both genuine and externally scrutinized.
This indicator reveals a moderate deviation from the national trend. While South Korea exhibits a low rate of publication in discontinued journals (Z-score: -0.217), Wonkwang University shows a greater sensitivity to this risk with a Z-score of 0.457. This constitutes a critical alert regarding due diligence in selecting dissemination channels. A high proportion of output in such journals indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for information literacy to avoid wasting resources on "predatory" or low-quality practices.
The institution maintains a prudent profile regarding hyper-authorship, with a Z-score of -0.420 that is more rigorous than the national standard of -0.228. This suggests that the university effectively manages its authorship attribution processes. While extensive author lists are legitimate in "Big Science," a controlled rate outside these contexts, as seen here, indicates a commitment to preventing author list inflation. This helps ensure that individual accountability and transparency are not diluted by "honorary" or political authorship practices.
The university shows a moderate deviation from the national standard in this area, with a Z-score of 0.210 compared to the country's average of -0.320. This positive gap signals a potential sustainability risk, suggesting that a significant portion of the institution's scientific prestige may be dependent on collaborations where it does not exercise intellectual leadership. A high value here invites reflection on whether the university's excellence metrics result from its own structural capacity or from strategic positioning in partnerships. Closing this gap is crucial for building a more autonomous and sustainable research ecosystem.
Wonkwang University displays an exceptionally strong performance in this indicator, with a Z-score of -1.413 that reflects a near-complete absence of hyperprolific authors, far surpassing the low-risk national average (-0.178). This lack of extreme individual publication volumes points to a healthy institutional balance between quantity and quality. It strongly suggests an environment free from risks such as coercive authorship or the assignment of credit without real participation, where the integrity of the scientific record is prioritized over the inflation of metrics.
The university's practices are in perfect alignment with the national environment of maximum scientific security, showing a Z-score of -0.268 that is statistically identical to the country's average (-0.252). This integrity synchrony demonstrates a clear commitment to external, independent peer review. By avoiding excessive dependence on its own journals, the institution mitigates conflicts of interest and the risk of academic endogamy, ensuring its scientific production is validated through standard competitive channels and achieves global visibility.
The institution shows a very low incidence of redundant publications, with a Z-score of -0.503 that is notably better than the national average (-0.379). This low-profile consistency indicates a strong institutional focus on producing substantive and coherent research. By avoiding the practice of dividing studies into "minimal publishable units" to artificially inflate productivity, the university upholds the integrity of the scientific evidence base and contributes significant new knowledge rather than overburdening the review system with fragmented data.
