| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.576 | -0.062 |
|
Retracted Output
|
-0.052 | -0.050 |
|
Institutional Self-Citation
|
-1.914 | 0.045 |
|
Discontinued Journals Output
|
0.782 | -0.024 |
|
Hyperauthored Output
|
-0.472 | -0.721 |
|
Leadership Impact Gap
|
2.807 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.186 | -0.515 |
Hubei University of Medicine presents a balanced integrity profile, with an overall score of -0.123 indicating a performance close to the global baseline. The institution demonstrates significant strengths and a robust integrity culture in several key areas, particularly its exceptionally low rates of Institutional Self-Citation, Hyperprolific Authors, and Redundant Output, suggesting a strong commitment to external validation and quality over quantity. However, this positive outlook is contrasted by medium-risk alerts in the Rate of Output in Discontinued Journals and a notable Gap between the impact of its total output and that led by its own researchers. These vulnerabilities point to a need for enhanced strategic oversight in publication channels and a focus on building sustainable, independent research leadership. These findings are particularly relevant given the institution's areas of thematic strength, as identified by SCImago Institutions Rankings data, which include national prominence in Dentistry (ranked 45th in China) and strong positions in Pharmacology, Toxicology and Pharmaceutics, Psychology, and Medicine. While the institution's specific mission was not available for this analysis, the identified risks could challenge any commitment to achieving self-sufficient academic excellence and social responsibility, as reliance on external leadership and publication in non-standard journals can undermine long-term reputation. The university is well-positioned to leverage its clear governance strengths to address these specific vulnerabilities, thereby consolidating a comprehensive culture of scientific integrity.
The institution's Z-score of -0.576 is well below the national average of -0.062, reflecting a prudent profile in its collaborative activities. This indicates that the university manages its affiliation processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate suggests it effectively avoids practices that could be perceived as strategic attempts to inflate institutional credit or "affiliation shopping," thereby maintaining a clear and transparent representation of its collaborative footprint.
With a Z-score of -0.052, the institution's performance is statistically normal and virtually identical to the national average of -0.050. This alignment suggests the rate of retractions is within the expected range for its context and size. Retractions are complex events, and this normal level indicates that the institution's post-publication correction mechanisms are functioning as anticipated, without signaling any systemic failure in pre-publication quality control when compared to its national peers.
With an exceptionally low Z-score of -1.914 compared to the country's medium-risk score of 0.045, the institution demonstrates a clear preventive isolation from national trends toward self-validation. A certain level of self-citation is natural to reflect the continuity of research, but the university actively avoids the risk of creating scientific 'echo chambers' where work is validated without sufficient external scrutiny. This result strongly suggests that the institution's academic influence is recognized by the global community rather than being inflated by internal dynamics, reflecting a healthy integration into international scientific discourse.
The institution's Z-score of 0.782 represents a moderate deviation from the national average of -0.024, indicating a greater sensitivity to this risk factor than its peers. This constitutes a critical alert regarding due diligence 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 exposes the institution to severe reputational risks and points to an urgent need for enhanced information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality practices.
The institution's Z-score of -0.472, while in the low-risk category, is slightly higher than the national average of -0.721. This suggests an incipient vulnerability that warrants review before it escalates. Although extensive author lists are legitimate in certain 'Big Science' contexts, this subtle upward trend could be an early signal of author list inflation in other fields. It serves as a prompt to ensure that authorship practices remain transparent and accountable, distinguishing necessary massive collaboration from potentially 'honorary' attributions that dilute individual responsibility.
The institution's Z-score of 2.807 is a significant outlier and a monitoring alert, especially when contrasted with the country's very low-risk average of -0.809. This unusually wide positive gap—where overall impact is much higher than the impact of research led internally—signals a potential sustainability risk. It suggests that the institution's scientific prestige may be highly dependent and exogenous, rather than structural. This finding invites a strategic reflection on whether its excellence metrics result from genuine internal capacity or from strategic positioning in collaborations where the institution does not exercise primary intellectual leadership.
The institution's Z-score of -1.413 is in the very low-risk category, standing in stark contrast to the national medium-risk average of 0.425. This demonstrates an effective disconnection from national trends that might encourage hyper-productivity. By maintaining a low rate of authors with extreme publication volumes, the university mitigates risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record. This reinforces a culture that values meaningful intellectual contribution over sheer quantity.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals, a signal that aligns with and improves upon the low-risk national standard (-0.010). This absence of risk demonstrates a strong commitment to external validation. By avoiding excessive dependence on in-house journals, the university sidesteps potential conflicts of interest and the risk of academic endogamy, ensuring its scientific production undergoes independent external peer review and competes for visibility on a global stage rather than using internal channels as 'fast tracks' to inflate publication counts.
The institution's Z-score of -1.186 is exceptionally low, indicating a total operational silence in this risk area and performing even better than the country's already low average of -0.515. This result strongly suggests that the practice of fragmenting studies into 'minimal publishable units' to artificially inflate productivity is not a feature of the institution's research culture. It reflects a commitment to publishing complete, significant studies, thereby strengthening the scientific evidence base and respecting the academic review system.
