| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.892 | -0.886 |
|
Retracted Output
|
-0.456 | -0.049 |
|
Institutional Self-Citation
|
0.281 | -0.393 |
|
Discontinued Journals Output
|
-0.001 | -0.217 |
|
Hyperauthored Output
|
-1.042 | -0.228 |
|
Leadership Impact Gap
|
-0.595 | -0.320 |
|
Hyperprolific Authors
|
-1.130 | -0.178 |
|
Institutional Journal Output
|
-0.268 | -0.252 |
|
Redundant Output
|
-0.339 | -0.379 |
Pukyong National University demonstrates a robust and commendable performance in scientific integrity, reflected in an overall risk score of -0.451. The institution exhibits exceptional strength in areas with very low risk signals, including the Rate of Multiple Affiliations, Rate of Retracted Output, Rate of Hyperprolific Authors, and Rate of Output in Institutional Journals. These results indicate a solid foundation of responsible research practices. The primary area requiring strategic attention is the Rate of Institutional Self-Citation, which presents a medium risk level, alongside an incipient vulnerability in the Rate of Output in Discontinued Journals. According to SCImago Institutions Rankings data, the university's scientific excellence is particularly notable in fields such as Earth and Planetary Sciences, Economics, Econometrics and Finance, Pharmacology, Toxicology and Pharmaceutics, and Psychology. To fully align with its ambitious mission to "create a bright future for the human race," it is crucial to address the risk of scientific isolation suggested by the self-citation patterns. Such practices, if unmonitored, could limit the global validation and collaborative spirit essential for generating universally impactful knowledge, thereby contradicting the values of excellence and social responsibility inherent in its mission. By proactively managing these specific vulnerabilities, the university can further solidify its position as a trusted leader in ethical and impactful research.
With a Z-score of -0.892, the institution's performance is in perfect synchrony with the national average of -0.886. This total alignment with South Korea's environment of maximum scientific security indicates that the university's collaboration and affiliation practices are transparent and robust. The data shows no evidence of strategic attempts to inflate institutional credit or engage in “affiliation shopping,” reflecting a culture of legitimate and well-managed partnerships.
The institution's Z-score of -0.456 is significantly lower than the national average of -0.049, demonstrating an exemplary profile in publication integrity. This absence of risk signals, even when compared to the low-risk national context, suggests that the university's quality control mechanisms prior to publication are highly effective. This performance indicates a strong integrity culture that successfully prevents the kind of recurring malpractice or lack of methodological rigor that a higher rate of retractions might signal.
The university's Z-score of 0.281 marks a moderate deviation from the national average of -0.393, indicating a greater sensitivity to this risk factor compared to its national peers. While a degree of self-citation reflects the continuity of research lines, this elevated rate warrants attention as it can signal a trend towards scientific isolation or 'echo chambers.' This pattern suggests a potential risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than validated by broader global community recognition.
With a Z-score of -0.001, the institution's risk level is low but higher than the national average of -0.217, pointing to an incipient vulnerability that warrants review. A high proportion of output in such journals can be a critical alert regarding due diligence in selecting dissemination channels. Although the current signal is minor, it suggests a need to reinforce information literacy among researchers to ensure institutional resources are not channeled into 'predatory' or low-quality practices that could pose future reputational risks.
The institution exhibits a prudent profile with a Z-score of -1.042, which is substantially lower than the national standard of -0.228. This result indicates that the university manages its authorship processes with more rigor than the national average. The data shows no signs of author list inflation or 'honorary' authorship practices, reflecting a culture that prioritizes genuine individual accountability and transparency in collaborative research.
The university demonstrates a prudent profile in this indicator, with a Z-score of -0.595 that is well below the national average of -0.320. This healthy balance suggests that the institution's scientific prestige is built on its own structural capacity rather than being overly dependent on external partners for impact. This strong internal leadership mitigates the sustainability risk of relying on an exogenous impact model and confirms that its excellence metrics result from real internal capabilities.
With an exceptionally low Z-score of -1.130 compared to the national average of -0.178, the institution shows a complete absence of risk signals in this area. This strong performance indicates a healthy research environment focused on quality over sheer quantity. It effectively avoids the risks associated with extreme publication volumes, such as coercive authorship or assigning credit without real participation, thereby reinforcing a culture that prioritizes the integrity of the scientific record over the inflation of productivity metrics.
The institution's Z-score of -0.268 is almost identical to the national average of -0.252, demonstrating total alignment with South Korea's secure practices in this domain. This result indicates no excessive dependence on in-house journals, thus avoiding potential conflicts of interest or academic endogamy. The university’s reliance on external, independent peer review ensures that its scientific production receives standard competitive validation, enhancing its global visibility and credibility.
The university's Z-score of -0.339 is statistically normal and closely aligned with the national average of -0.379. This indicates that the level of bibliographic overlap between publications is as expected for its context and size. The data shows no alerts for the practice of 'salami slicing,' suggesting that the institution's research culture values the publication of significant new knowledge over the artificial inflation of productivity by dividing studies into minimal publishable units.