| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.046 | -0.062 |
|
Retracted Output
|
0.192 | -0.050 |
|
Institutional Self-Citation
|
0.683 | 0.045 |
|
Discontinued Journals Output
|
0.425 | -0.024 |
|
Hyperauthored Output
|
-1.093 | -0.721 |
|
Leadership Impact Gap
|
-0.983 | -0.809 |
|
Hyperprolific Authors
|
-1.036 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
0.416 | -0.515 |
Yangtze University presents a dual profile in scientific integrity, with an overall score of -0.032 reflecting a balance between significant strengths in governance and notable areas for improvement. The institution demonstrates exceptional control over authorship practices, showing very low risk in hyperprolificacy, hyper-authorship, and impact dependency, indicating robust internal leadership and a focus on sustainable, self-driven research. However, this is contrasted by a cluster of medium-level risks—including higher-than-average rates of retractions, institutional self-citation, and publications in discontinued journals—that warrant strategic attention. These vulnerabilities could potentially undermine the university's mission "to seek truth, be enterprising, be pioneering and to serve community," as practices that compromise the reliability and external validation of research conflict directly with the pursuit of truth and responsible community service. The university's strong academic positioning, particularly in its top-ranked SCImago Institutions Rankings fields of Veterinary, Earth and Planetary Sciences, Agricultural and Biological Sciences, and Physics and Astronomy, provides a solid foundation of excellence. To fully align its operational practices with its mission and academic strengths, it is recommended that the institution focuses on reinforcing its pre-publication quality controls and developing clearer guidelines for publication venue selection and citation practices, thereby safeguarding its long-term reputation and impact.
The institution's Z-score of 0.046 for multiple affiliations marks a moderate deviation from the national average of -0.062, suggesting a greater sensitivity to this particular risk factor than its national peers. While multiple affiliations are often a legitimate result of collaboration, a disproportionately high rate can signal strategic attempts to inflate institutional credit. This divergence from the national norm indicates that the university's affiliation patterns may be driven by dynamics not shared by other institutions in the country, warranting a review to ensure that affiliations reflect genuine scientific partnership rather than "affiliation shopping" to maximize institutional metrics.
With a Z-score of 0.192, the university shows a rate of retracted publications that is significantly higher than the national standard of -0.050. This moderate deviation suggests that the institution's quality control mechanisms prior to publication may be less robust than those of its peers. A high rate of retractions, when it surpasses the level of honest error correction, can alert to a systemic vulnerability in the institution's integrity culture. It may indicate recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to prevent further damage to its scientific reputation.
The university's Z-score for institutional self-citation is 0.683, indicating high exposure to this risk, especially when compared to the national average of 0.045. Although both operate in a medium-risk context, the institution is significantly more prone to this behavior. A certain level of self-citation is natural, but such a high rate can signal concerning scientific isolation or 'echo chambers' where work is validated internally without sufficient external scrutiny. This creates a significant risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution's Z-score of 0.425 for publications in discontinued journals represents a moderate deviation from the national average of -0.024. This indicates a greater sensitivity to the risk of selecting inappropriate publication channels compared to its peers. A high proportion of output in such journals is a critical alert regarding due diligence, suggesting that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and points to an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality venues.
Yangtze University demonstrates a prudent profile in its authorship practices, with a Z-score of -1.093, which is considerably lower than the national average of -0.721. This result indicates that the institution manages its processes with more rigor than the national standard. By maintaining a low rate of hyper-authored publications outside of disciplines where it is standard practice, the university effectively mitigates the risks of author list inflation and honorary authorship, thereby promoting greater individual accountability and transparency in its research contributions.
The institution exhibits total operational silence in this area, with an exceptional Z-score of -0.983 that is even stronger than the national average of -0.809. This absence of risk signals, even below the national benchmark, indicates that the university's scientific prestige is not dependent on external partners for impact. The data strongly suggests that excellence is the result of real internal capacity and intellectual leadership, reflecting a highly sustainable and autonomous research ecosystem where the institution confidently leads its most impactful work.
With a Z-score of -1.036, the university shows a state of preventive isolation from the risk of hyperprolific authors, a stark contrast to the medium-risk national environment (Z-score: 0.425). This environmental disconnection demonstrates that the institution does not replicate the risk dynamics observed in the country. By effectively curbing extreme individual publication volumes, the university avoids the associated risks of coercive authorship or prioritizing quantity over quality, thereby upholding the integrity of its scientific record and ensuring that authorship reflects meaningful intellectual contribution.
The institution's Z-score of -0.268 for output in its own journals signals a very low risk level, demonstrating low-profile consistency with the national standard (Z-score: -0.010). This absence of risk signals aligns with a healthy academic practice of seeking external validation. By not relying excessively on in-house journals, the university effectively avoids potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent peer review and competes for visibility on a global stage rather than within a closed system.
The university's Z-score of 0.416 for redundant output constitutes a monitoring alert, as this medium-risk level is highly unusual for the national standard, which sits at a very low-risk Z-score of -0.515. This significant divergence requires a careful review of its causes. A high value in this indicator alerts to the potential practice of 'salami slicing,' where a single study is fragmented into minimal publishable units to artificially inflate productivity metrics. This behavior distorts the available scientific evidence and overburdens the peer-review system, prioritizing volume over the dissemination of significant new knowledge.
