| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.632 | -0.062 |
|
Retracted Output
|
-0.756 | -0.050 |
|
Institutional Self-Citation
|
-0.590 | 0.045 |
|
Discontinued Journals Output
|
0.976 | -0.024 |
|
Hyperauthored Output
|
-0.958 | -0.721 |
|
Leadership Impact Gap
|
0.615 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.938 | -0.515 |
Hubei University of Science And Technology presents a balanced scientific integrity profile, with an overall score of -0.230 indicating a performance slightly above the global average, characterized by significant strengths in internal governance but also specific, addressable vulnerabilities. The institution demonstrates exceptional control over research practices, with very low risk signals in retracted output, hyperprolific authorship, redundant publications, and use of institutional journals. These strengths form a robust foundation of scientific integrity. However, this is contrasted by medium-risk indicators in multiple affiliations, publication in discontinued journals, and a notable dependency on external collaborations for research impact. Thematically, the institution shows considerable strength in areas such as Computer Science, Engineering, and Environmental Science, as evidenced by its national rankings in the SCImago Institutions Rankings. While a specific mission statement was not available for analysis, the identified risks—particularly the reliance on external leadership for impact and the use of questionable publication channels—could challenge universal academic goals of achieving sustainable excellence and demonstrating social responsibility. Addressing these vulnerabilities will be key to ensuring that the institution's strong research output translates into self-sufficient, long-term scientific leadership.
The institution's Z-score of 0.632 in this area marks a moderate deviation from the national standard, where the country's Z-score is -0.062. This suggests the university shows a greater sensitivity to risk factors related to affiliation practices than its national peers. While multiple affiliations can be a legitimate outcome of collaboration, a disproportionately high rate can signal strategic attempts to inflate institutional credit or "affiliation shopping." The observed divergence warrants a review to ensure that all affiliations are transparent, justified by genuine collaboration, and do not artificially inflate the institution's perceived contribution to research.
With a Z-score of -0.756, the institution demonstrates an exceptionally low rate of retracted publications, positioning it favorably against the already low-risk national average (Z-score: -0.050). This low-profile consistency indicates that the university's quality control and supervision mechanisms are robust and effective. The absence of significant risk signals in this critical area aligns with the national standard for integrity, suggesting that the institutional culture promotes methodological rigor and responsible error correction, which are hallmarks of a healthy research environment.
The university exhibits strong institutional resilience in this indicator, with a low-risk Z-score of -0.590, in contrast to the medium-risk trend observed nationally (Z-score: 0.045). This performance suggests that the institution's internal control mechanisms effectively mitigate the systemic risks of academic endogamy present in the wider environment. A certain level of self-citation is natural, but by maintaining a low rate, the institution avoids creating scientific 'echo chambers' and ensures its work is validated by the broader international community, reinforcing the external recognition of its academic influence.
The institution's Z-score of 0.976 represents a medium-risk level and a moderate deviation from the low-risk national average (Z-score: -0.024). This finding indicates a greater institutional sensitivity to the risk of publishing in low-quality or predatory venues compared to its peers. A high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination channels. It suggests a significant portion of scientific production may be channeled through media that fail to meet international ethical standards, exposing the institution to severe reputational risks and signaling an urgent need to improve information literacy among its researchers.
The institution maintains a prudent profile regarding hyper-authorship, with a Z-score of -0.958, which is even more rigorous than the low-risk national standard (Z-score: -0.721). This indicates that the university manages its authorship practices with greater control than the national average. This disciplined approach helps ensure that author lists accurately reflect significant intellectual contributions, thereby avoiding the risk of 'honorary' authorships that can dilute individual accountability and transparency. It is a positive sign of adherence to international best practices in research collaboration.
A Z-score of 0.615 in this indicator constitutes a monitoring alert, as this medium-risk level is highly unusual when compared to the very low-risk national standard (Z-score: -0.809). This wide positive gap suggests that the institution's overall scientific prestige may be significantly dependent on external partners rather than its own structural capacity. This signals a potential sustainability risk, where excellence metrics could be the result of strategic positioning in collaborations where the university does not exercise primary intellectual leadership. A review of the causes is required to foster greater strategic autonomy and ensure long-term research sustainability.
The institution demonstrates a clear case of preventive isolation from national trends, with a Z-score of -1.413 indicating a complete absence of risk signals in an environment where hyperprolificity is a medium-level concern (Country Z-score: 0.425). The university does not replicate the risk dynamics observed in its environment, suggesting a strong institutional culture that prioritizes quality over quantity. This effectively prevents potential issues such as coercive authorship or the assignment of credit without real participation, reinforcing the integrity of its scientific record by ensuring that productivity remains within the bounds of meaningful intellectual contribution.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals, a performance that aligns with and improves upon the low-risk national context (Z-score: -0.010). This low-profile consistency is a strong positive signal. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, which is essential for achieving global visibility and competitive validation, rather than using internal channels as potential 'fast tracks' for publication.
The institution's Z-score of -0.938 signifies total operational silence in this risk area, performing even better than the very low-risk national average (Z-score: -0.515). This absence of risk signals, even below the national baseline, is an exemplary indicator of research integrity. It demonstrates a firm commitment to producing substantive and coherent studies rather than fragmenting data into 'minimal publishable units' to artificially inflate productivity metrics. This practice not only strengthens the reliability of the institution's scientific output but also respects the academic review system by prioritizing significant new knowledge over volume.
