| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.757 | -0.886 |
|
Retracted Output
|
-0.663 | -0.049 |
|
Institutional Self-Citation
|
-0.001 | -0.393 |
|
Discontinued Journals Output
|
-0.207 | -0.217 |
|
Hyperauthored Output
|
-0.230 | -0.228 |
|
Leadership Impact Gap
|
-1.249 | -0.320 |
|
Hyperprolific Authors
|
-0.664 | -0.178 |
|
Institutional Journal Output
|
-0.268 | -0.252 |
|
Redundant Output
|
-0.525 | -0.379 |
Chonbuk National University demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.509. This positions the institution as a leader in responsible research practices within the national context. The university's primary strengths lie in its exceptionally low rates of retracted output, redundant publications, and its minimal dependency on institutional journals, coupled with a strong capacity for generating impactful research under its own intellectual leadership. While the overall risk landscape is very low, minor vulnerabilities are noted in the areas of institutional self-citation and multiple affiliations, which, although not alarming, warrant strategic monitoring. According to SCImago Institutions Rankings data, this solid integrity foundation supports areas of significant thematic strength, particularly in Veterinary (ranked 3rd nationally), Dentistry (11th), Chemistry (17th), and Arts and Humanities (19th). This strong performance in research integrity is fundamental to any academic mission centered on excellence and social responsibility, as it ensures that the university's contributions are not only impactful but also credible and sustainable. We recommend leveraging this outstanding integrity profile as a strategic asset to further enhance global reputation and attract high-caliber collaborations.
The institution presents a Z-score of -0.757, a low-risk value that nonetheless shows a slight divergence from the national average of -0.887. This indicates that while the university's practices are sound, it exhibits a marginally higher rate of multiple affiliations than is typical in South Korea's very low-risk environment. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this minor deviation suggests the presence of risk signals that are not as prevalent elsewhere in the country. It is advisable to ensure that all affiliations are transparent and reflect substantive contributions, thereby preventing any strategic attempts to inflate institutional credit or engage in “affiliation shopping.”
With a Z-score of -0.663, the university demonstrates an exceptionally low rate of retracted publications, performing significantly better than the national average of -0.049. This result signals a robust and effective system of quality control and responsible supervision. The absence of significant risk signals in this critical area aligns with the national standard for integrity, positioning the institution as a model of low-profile consistency. Such a low rate suggests that pre-publication review mechanisms are functioning effectively, minimizing the occurrence of both unintentional errors and potential malpractice, and reinforcing the institution's commitment to a culture of methodological rigor.
The university's Z-score for institutional self-citation is -0.001, which, while categorized as low risk, is higher than the national average of -0.393. This suggests an incipient vulnerability that warrants review. A certain level of self-citation is natural, reflecting the continuity of established research lines; however, this score indicates a tendency that could, if unchecked, lead to the formation of 'echo chambers.' To mitigate the risk of endogamous impact inflation and ensure that academic influence is validated by the global community, it is recommended to monitor this trend and encourage broader external engagement and citation practices.
The institution's Z-score of -0.207 is statistically normal and almost identical to the national average of -0.217. This alignment indicates that the university's risk level for publishing in discontinued journals is as expected for its context and size. The low score confirms that there is no systemic issue regarding the selection of dissemination channels. This reflects adequate due diligence by researchers in avoiding predatory or low-quality publications, thereby protecting the institution's resources and reputation from the risks associated with channeling work through media that do not meet international ethical or quality standards.
With a Z-score of -0.230, the university's rate of hyper-authored output is in perfect alignment with the national average of -0.228. This statistical normality suggests that the institution's authorship patterns are typical for its research context. The low-risk level indicates that, in general, extensive author lists are likely linked to legitimate large-scale collaborations rather than author list inflation. This alignment with national norms confirms that the institution's practices are standard, effectively balancing the needs of massive collaboration with principles of individual accountability and transparency in authorship.
The university exhibits a Z-score of -1.249 in this indicator, a very low-risk value that is substantially better than the national average of -0.320. This outstanding result demonstrates low-profile consistency and signifies a high degree of scientific autonomy and internal capacity. A low score indicates that the impact of research led by the institution's own authors is strong and not overly dependent on external partners for prestige. This reflects a sustainable model of excellence, where scientific prestige is structural and generated from within, confirming that the university exercises significant intellectual leadership in its collaborations.
The institution's Z-score of -0.664 is well within the low-risk category and notably better than the national average of -0.178. This prudent profile suggests that the university manages its research processes with more rigor than the national standard. The lower incidence of hyperprolific authors indicates a healthy balance between productivity and quality, reducing the risks associated with coercive authorship or the assignment of credit without meaningful intellectual contribution. This commitment to prioritizing the integrity of the scientific record over sheer volume of publications is a clear institutional strength.
With a Z-score of -0.268, the university shows a very low rate of publication in its own journals, demonstrating total alignment with the national average of -0.252. This integrity synchrony reflects a shared commitment to maximum scientific security within the national system. By prioritizing external, independent peer review over in-house channels, the institution avoids potential conflicts of interest and academic endogamy. This practice enhances the global visibility and competitive validation of its research, reinforcing its commitment to transparent and rigorous scientific dissemination.
The university achieves an excellent Z-score of -0.525, indicating a very low rate of redundant output that is significantly better than the national average of -0.379. This demonstrates a consistent and low-risk profile, suggesting a strong institutional culture that values substantive contributions over artificial productivity metrics. The absence of signals for 'salami slicing' indicates that researchers are focused on publishing coherent, impactful studies rather than fragmenting data into minimal publishable units. This practice not only strengthens the scientific evidence base but also shows respect for the academic review system.