| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.888 | -0.062 |
|
Retracted Output
|
-0.259 | -0.050 |
|
Institutional Self-Citation
|
-0.990 | 0.045 |
|
Discontinued Journals Output
|
1.112 | -0.024 |
|
Hyperauthored Output
|
-0.631 | -0.721 |
|
Leadership Impact Gap
|
-0.311 | -0.809 |
|
Hyperprolific Authors
|
-0.943 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.667 | -0.515 |
Xuzhou Medical University demonstrates a robust scientific integrity profile, with an overall risk score of -0.195 indicating a performance significantly stronger than the global average. The institution's primary strengths lie in its exceptionally low rates of Institutional Self-Citation, Hyperprolific Authorship, and Redundant Output, areas where it effectively insulates itself from the moderate-risk trends observed nationally. This foundation of integrity supports its notable research strengths, particularly in fields where it holds a high national ranking according to SCImago Institutions Rankings data, such as Physics and Astronomy, Dentistry, and Medicine. The one area of concern is a moderate risk associated with publishing in discontinued journals, which deviates from an otherwise low-risk national context. Although the institution's specific mission statement was not localized for this analysis, its strong performance in critical scientific and medical fields suggests a de facto commitment to excellence. The identified vulnerability in publication channel selection directly challenges this commitment, potentially undermining the credibility of its research. To achieve comprehensive excellence, it is recommended that the university focuses on strengthening its due diligence processes for journal selection, ensuring its operational practices fully align with its evident research capabilities and high ethical standards.
The institution exhibits a Z-score of -0.888, positioning it well below the national average of -0.062. This result demonstrates a highly conservative and stable approach to academic collaboration. The absence of risk signals in this area is consistent with the low-risk national standard, but the university's even lower score suggests a particularly prudent affiliation strategy. While multiple affiliations can be a legitimate outcome of researcher mobility or partnerships, the institution’s data indicates no signs of strategic inflation of institutional credit or “affiliation shopping,” reflecting a clear and transparent representation of its collaborative footprint.
With a Z-score of -0.259, the institution maintains a lower rate of retractions than the national average of -0.050. This prudent profile suggests that the university manages its research processes with greater rigor than the national standard. Retractions can be complex events, sometimes resulting from honest corrections. However, the institution's favorable score indicates that its quality control and supervision mechanisms prior to publication are likely effective, minimizing the systemic failures that can lead to a high retraction rate and safeguarding its culture of integrity.
The institution presents a Z-score of -0.990, a figure that signals a near-total absence of risk in this area, especially when contrasted with the national average of 0.045, which falls into the medium-risk category. This demonstrates a clear case of preventive isolation, where the university does not replicate the risk dynamics prevalent in its environment. A certain level of self-citation is natural, but the institution’s exceptionally low rate indicates that its work is validated by the broader scientific community, not confined to an internal 'echo chamber.' This strong external focus mitigates any risk of endogamous impact inflation and confirms that its academic influence is driven by global recognition rather than internal dynamics.
The institution's Z-score of 1.112 marks a moderate deviation from the national average of -0.024, indicating a greater sensitivity to this specific risk factor compared to its peers. This is a critical alert regarding the due diligence applied in selecting dissemination channels. A high proportion of publications in such journals suggests that a significant portion of scientific output is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and points to an urgent need to enhance information literacy among its researchers to avoid channeling valuable resources into 'predatory' or low-quality venues.
The institution's Z-score of -0.631 is slightly higher than the national average of -0.721, though both remain in the low-risk category. This subtle difference points to an incipient vulnerability that warrants review before it escalates. While extensive author lists are legitimate in 'Big Science' collaborations, this signal suggests it is important for the institution to ensure transparency and accountability in authorship. A proactive review could help distinguish between necessary massive collaboration and the potential emergence of 'honorary' or political authorship practices that dilute individual responsibility.
With a Z-score of -0.311, the institution shows a slight divergence from the national Z-score of -0.809, which indicates a near-zero gap. This suggests the university exhibits signals of risk activity that are not apparent in the rest of the country. A wide positive gap can signal a sustainability risk where scientific prestige is dependent on external partners rather than being structurally generated from within. The institution's score invites strategic reflection on whether its excellence metrics are a result of its own internal capacity for intellectual leadership or are more reliant on its positioning within collaborations led by others.
The institution records a Z-score of -0.943, indicating a virtually nonexistent risk, which stands in stark contrast to the national average of 0.425, a medium-risk level. This is a clear example of preventive isolation, where the university successfully avoids replicating a problematic dynamic observed in its environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. The institution's excellent result suggests a healthy balance between quantity and quality, effectively preventing potential risks such as coercive authorship or the assignment of authorship without real participation, thereby upholding the integrity of its scientific record.
The institution's Z-score of -0.268 is significantly lower than the national average of -0.010. This demonstrates a low-profile consistency, where the complete absence of risk signals aligns with, and even improves upon, the national standard. Excessive dependence on in-house journals can raise conflicts of interest and lead to academic endogamy. By favoring external publication channels, the university ensures its research undergoes independent peer review, avoids potential 'fast tracks' for publication, and commits to achieving global visibility and competitive validation for its scientific output.
With a Z-score of -0.667, the institution demonstrates a total operational silence on this indicator, performing even better than the very low-risk national average of -0.515. This exceptional result shows an absence of risk signals that is even below the national norm. Massive bibliographic overlap between publications can indicate 'salami slicing,' a practice of fragmenting studies to artificially inflate productivity. The university's score strongly suggests its researchers are focused on producing coherent, significant studies, prioritizing the generation of new knowledge over the volume of publications and thus contributing responsibly to the scientific record.