| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.943 | -0.886 |
|
Retracted Output
|
0.418 | -0.049 |
|
Institutional Self-Citation
|
-0.486 | -0.393 |
|
Discontinued Journals Output
|
-0.325 | -0.217 |
|
Hyperauthored Output
|
-0.287 | -0.228 |
|
Leadership Impact Gap
|
-0.626 | -0.320 |
|
Hyperprolific Authors
|
-0.181 | -0.178 |
|
Institutional Journal Output
|
-0.268 | -0.252 |
|
Redundant Output
|
-0.458 | -0.379 |
Inha University demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.172. This indicates a general operational environment with very low exposure to questionable research practices. The institution's primary strength lies in its consistent outperformance of national averages across multiple indicators, particularly in maintaining a very low rate of multiple affiliations and output in its own journals. However, a notable area for strategic attention is the medium-risk signal for retracted publications, which deviates from the national trend and warrants further investigation. According to SCImago Institutions Rankings data, the university exhibits significant academic strength in several key areas, ranking among the top 15 in South Korea for Business, Management and Accounting; Economics, Econometrics and Finance; Psychology; and Computer Science. This strong research performance is generally well-aligned with the institutional mission to "attain academic achievements in our quest for truth." Nevertheless, the elevated rate of retractions presents a potential conflict with this core value, as systemic quality control issues could undermine the credibility of these achievements. To fortify its mission and global standing, it is recommended that the university leverage its solid integrity foundation while implementing a targeted qualitative review of its publication and oversight processes to address the retraction anomaly, thereby ensuring its pursuit of truth is matched by unimpeachable methodological rigor.
Inha University shows a Z-score of -0.943, which is even lower than the already minimal national average of -0.886 for South Korea. This result signifies a state of total operational silence regarding this risk, with the institution demonstrating an absence of questionable affiliation signals that is even more pronounced than the national standard. While multiple affiliations can be a legitimate outcome of collaboration, the university's extremely low rate confirms that there are no systemic indicators of strategic practices like “affiliation shopping” designed to artificially inflate institutional credit, reflecting a clear and transparent approach to academic attribution.
The university presents a Z-score of 0.418 in this area, while the national average for South Korea is -0.049. This figure represents a moderate deviation from the national norm, suggesting the institution has a greater sensitivity to risk factors that lead to retractions compared to its domestic peers. Retractions are complex events, and while some may result from honest corrections, a Z-score at this level suggests that pre-publication quality control mechanisms may be facing systemic challenges. This rate, being significantly higher than the national standard, serves as an alert to a potential vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to safeguard its academic reputation.
With a Z-score of -0.486, the university's rate of institutional self-citation is notably lower than the South Korean average of -0.393. This prudent profile indicates that the institution manages its citation practices with more rigor than the national standard. A certain level of self-citation is natural, reflecting the continuity of research lines. However, the university's low score demonstrates a healthy reliance on external validation and minimizes the risk of creating scientific 'echo chambers.' This suggests that the institution's academic influence is built on broad recognition from the global community rather than being inflated by endogamous internal dynamics.
The institution's Z-score of -0.325 for publications in discontinued journals is lower than the national average of -0.217. This demonstrates a prudent approach, suggesting that the university's researchers exercise more rigor in selecting publication venues than the national standard. A high proportion of output in such journals can be a critical alert for a lack of due diligence, exposing an institution to reputational risks associated with 'predatory' or low-quality practices. Inha University's favorable score indicates that its researchers are effectively avoiding these channels, thereby protecting the institution's resources and scientific credibility.
Inha University has a Z-score of -0.287 for hyper-authored publications, which is below the national average of -0.228. This prudent profile suggests the institution manages authorship practices with greater control than the national standard. While extensive author lists are legitimate in 'Big Science' fields, their appearance elsewhere can signal author list inflation, which dilutes individual accountability. The university's lower-than-average score indicates a reduced risk of 'honorary' or political authorship, reinforcing a culture where authorship is more likely to reflect genuine contribution.
The university's Z-score for this indicator is -0.626, significantly lower than the South Korean average of -0.320. This result reflects a prudent and sustainable profile, indicating that the institution's research impact is not overly dependent on external partners. A wide positive gap can signal that scientific prestige is exogenous and not a result of internal capacity. Inha University's negative score, which is more favorable than the national average, suggests that the impact of research led by its own authors is robust, demonstrating strong intellectual leadership and a structural capacity for generating high-quality science.
The university's Z-score for hyperprolific authors is -0.181, a value that is almost identical to South Korea's national average of -0.178. This close alignment points to a state of statistical normality, where the institution's risk level in this domain is precisely as expected for its context. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal imbalances between quantity and quality. The university's score, being consistent with the national standard, does not indicate any unusual prevalence of such authors, suggesting a balanced approach to productivity that prioritizes the integrity of the scientific record.
With a Z-score of -0.268, Inha University's rate of publication in its own journals is in close alignment with the national average of -0.252. This demonstrates integrity synchrony, reflecting a shared national standard of maximum scientific security in this area. While institutional journals can be valuable, excessive dependence on them can create conflicts of interest and academic endogamy. The university's very low and nationally-aligned score confirms that its scientific production overwhelmingly undergoes independent external peer review, ensuring its research is validated competitively and achieves global visibility.
The institution's Z-score for redundant output is -0.458, which is markedly lower than the national average of -0.379. This prudent profile suggests that the university's policies or academic culture are more effective at discouraging data fragmentation than the national standard. High rates of bibliographic overlap can indicate 'salami slicing,' a practice of dividing studies into minimal units to inflate productivity, which distorts the scientific record. Inha University's low score is a positive sign that its researchers prioritize the publication of significant, coherent new knowledge over sheer volume.