| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.722 | -0.062 |
|
Retracted Output
|
-0.569 | -0.050 |
|
Institutional Self-Citation
|
-0.562 | 0.045 |
|
Discontinued Journals Output
|
-0.240 | -0.024 |
|
Hyperauthored Output
|
-0.883 | -0.721 |
|
Leadership Impact Gap
|
-0.998 | -0.809 |
|
Hyperprolific Authors
|
-0.415 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.371 | -0.515 |
Hubei University demonstrates a robust scientific integrity profile, with an overall risk score of -0.355 that indicates performance significantly stronger than the global average. The institution's primary strengths lie in its exceptional intellectual leadership, with minimal dependency on external collaborators for impact, and its effective mitigation of risks that are more prevalent at the national level, such as institutional self-citation and hyperprolific authorship. These positive indicators are complemented by very low rates of retracted output and publication in institutional journals, signaling strong quality control and a commitment to external validation. The main area requiring strategic attention is a medium-risk level in the Rate of Multiple Affiliations, which deviates from the low-risk national standard. According to SCImago Institutions Rankings data, the university's scientific strengths are particularly notable in areas such as Earth and Planetary Sciences, Biochemistry, Genetics and Molecular Biology, and Environmental Science. While the institution's specific mission was not localized for this report, its demonstrated commitment to research integrity aligns with the universal academic values of excellence and social responsibility. Addressing the moderate risk in affiliation practices will be key to ensuring that institutional metrics fully reflect genuine collaborative substance, thereby reinforcing its strong foundation and supporting its continued pursuit of high-impact, ethical research.
The institution presents a Z-score of 0.722, a figure that shows a moderate deviation from the national average of -0.062. This suggests the university is more sensitive to this risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” Given the divergence from the national norm, it is advisable to review institutional policies to ensure that listed affiliations consistently correspond to substantive and transparent collaborative work.
With a Z-score of -0.569, the institution displays a near-total absence of risk signals, a performance that is even stronger than the country's already low-risk average of -0.050. This low-profile consistency is a significant strength. Retractions can be complex, but a rate significantly lower than the average is a powerful indicator of effective pre-publication quality control and a robust institutional integrity culture. This result suggests that mechanisms to ensure methodological rigor and prevent malpractice are functioning at a very high level.
The institution shows considerable resilience with a Z-score of -0.562, positioning it favorably against a national average of 0.045, which falls into a medium-risk category. This indicates that the university's control mechanisms are effectively mitigating a systemic risk present in its environment. A certain level of self-citation is natural, but the institution's low rate demonstrates that it successfully avoids the 'echo chambers' that can lead to endogamous impact inflation. This commitment to external validation ensures its academic influence is recognized by the global community, not just by internal dynamics.
The institution maintains a prudent profile with a Z-score of -0.240, which is more rigorous than the national standard of -0.024, although both are within a low-risk range. This superior performance indicates a more diligent approach to selecting dissemination channels. By more effectively avoiding journals that fail to meet international ethical or quality standards, the institution actively protects its reputational integrity and ensures that its research resources are not wasted on 'predatory' or low-quality publication practices.
With a Z-score of -0.883, the institution demonstrates a more prudent management of authorship practices compared to the national average of -0.721. While both operate at a low-risk level, the university's lower score suggests a healthier culture that effectively distinguishes between necessary massive collaboration and the risk of author list inflation. This helps maintain individual accountability and transparency, reducing the likelihood of 'honorary' or political authorship practices that can dilute the value of scientific contributions.
The institution's Z-score of -0.998 represents a state of total operational silence on this risk indicator, performing exceptionally well even when compared to the country's very low-risk average of -0.809. This is a key indicator of institutional strength. The minimal gap suggests that the university's scientific prestige is structural and built upon its own internal capacity, rather than being dependent on external partners for impact. This result confirms that the institution exercises strong intellectual leadership in its research endeavors.
The institution demonstrates notable resilience, with a low-risk Z-score of -0.415 in a national context where this indicator registers a medium-risk score of 0.425. This suggests that the university's internal controls or academic culture effectively counter a broader systemic trend. While high productivity can be legitimate, extreme volumes challenge the limits of meaningful contribution. The university's controlled rate indicates a healthy balance between quantity and quality, mitigating risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals, a practice that aligns with and improves upon the country's low-risk average of -0.010. This is a strong positive signal. By avoiding excessive dependence on in-house journals, the institution sidesteps potential conflicts of interest where it would act as both judge and party. This commitment to seeking independent, external peer review enhances the global visibility and credibility of its research, confirming that its output undergoes standard competitive validation.
This indicator reveals a slight divergence, with the institution's low-risk Z-score of -0.371 being higher than the country's very low-risk baseline of -0.515. This means the university shows minor signals of a risk activity that is almost non-existent in the rest of the country. While the practice of 'salami slicing'—dividing a study into minimal publishable units to inflate productivity—is not a significant issue, this subtle difference warrants gentle monitoring to ensure publication strategies continue to prioritize significant new knowledge over volume.