| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.878 | -0.062 |
|
Retracted Output
|
-0.400 | -0.050 |
|
Institutional Self-Citation
|
-1.178 | 0.045 |
|
Discontinued Journals Output
|
1.017 | -0.024 |
|
Hyperauthored Output
|
-0.825 | -0.721 |
|
Leadership Impact Gap
|
-0.862 | -0.809 |
|
Hyperprolific Authors
|
-1.153 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.019 | -0.515 |
Hubei University of Chinese Medicine demonstrates a robust scientific integrity profile, reflected in an excellent overall score of -0.341. The institution exhibits exceptional control over the vast majority of research integrity indicators, establishing a clear position of leadership when compared to national trends. Key strengths are evident in its remarkably low rates of institutional self-citation, hyperprolific authorship, and redundant publications, suggesting a culture that prioritizes external validation and substantive scientific contribution. The primary area for strategic attention is the moderate risk associated with publications in discontinued journals, which represents a deviation from both the institution's otherwise stellar record and the national benchmark. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Pharmacology, Toxicology and Pharmaceutics, Psychology, and Chemistry. While the institution's specific mission statement was not available for this analysis, these findings directly support any commitment to academic excellence and social responsibility. The single identified risk, however, could pose a reputational threat that undermines this commitment. A targeted intervention, such as enhancing researcher training on discerning high-quality publication venues, would address this vulnerability and solidify the university's standing as a model of responsible research practice.
The institution's Z-score of -0.878 is well below the national average of -0.062, indicating a very low and controlled rate of multiple affiliations. This result suggests a stable and transparent approach to assigning institutional credit, which is consistent with the low-risk profile observed nationally. While multiple affiliations can be legitimate, the absence of disproportionately high rates here confirms that the institution is not engaging in strategic practices like “affiliation shopping” to artificially inflate its metrics, reflecting a healthy and straightforward collaborative environment.
With a Z-score of -0.400, the institution's rate of retracted output is negligible and falls comfortably within the low-risk parameters seen across the country (Z-score -0.050). This alignment with the national standard indicates that the pre-publication quality control mechanisms are robust and effective. The data does not suggest any systemic failure in research integrity; rather, it points to a culture where a lack of methodological rigor is addressed before it can escalate to the point of public retraction, thereby safeguarding the institution's reputation.
The institution exhibits an exceptionally low rate of institutional self-citation (Z-score -1.178), in stark contrast to the medium-risk trend observed at the national level (Z-score 0.045). This demonstrates a remarkable degree of preventive isolation from a common risk dynamic. The data strongly suggests that the institution’s work is validated by the broader international scientific community rather than through internal 'echo chambers.' This external focus avoids the risk of endogamous impact inflation and signals a high level of integration and relevance in global research conversations, where academic influence is earned through external scrutiny.
The institution's rate of publication in discontinued journals presents a notable area for attention, with a medium-risk Z-score of 1.017 that deviates from the low-risk national average (Z-score -0.024). This suggests a greater institutional sensitivity to this particular risk factor compared to its peers. A high proportion of output in such journals constitutes a critical alert regarding due diligence in selecting dissemination channels. This finding indicates that a portion of scientific production may be channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks and suggesting an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution maintains a prudent profile regarding hyper-authored publications, with a Z-score of -0.825 that is even lower than the already low national standard (-0.721). This indicates that the institution manages its authorship practices with more rigor than its national peers. The data suggests a healthy approach to collaboration that effectively distinguishes between necessary large-scale projects and potential author list inflation. This control helps ensure that individual accountability and transparency in authorship are maintained, avoiding the dilution of credit that can occur with 'honorary' or political authorship practices.
The institution demonstrates total operational silence in this indicator, with a Z-score of -0.862 that is even lower than the country's very low average (-0.809). This signifies an exceptionally healthy balance between the impact of its overall output and the impact of the research it leads. The absence of a significant positive gap indicates that the institution's scientific prestige is structural and generated by its own internal capacity. This reflects a sustainable model of excellence where the institution exercises strong intellectual leadership in its collaborations, rather than depending on external partners for its impact.
With a Z-score of -1.153, the institution shows a complete absence of hyperprolific authorship, effectively isolating itself from the medium-risk dynamics present at the national level (Z-score 0.425). This result is a strong positive signal regarding the balance between quantity and quality in its research output. The data suggests that the institution's culture does not encourage practices that prioritize metrics over the integrity of the scientific record, such as coercive authorship or assigning credit without real participation, thereby fostering a more sustainable and meaningful approach to academic productivity.
The institution's rate of publication in its own journals is very low (Z-score -0.268), consistent with the low-risk profile observed nationally (Z-score -0.010). This indicates a healthy publication strategy that prioritizes external, independent peer review over internal channels. By avoiding excessive dependence on its in-house journals, the institution mitigates potential conflicts of interest and the risk of academic endogamy, where production might bypass standard competitive validation. This approach ensures its research is tested on a global stage, enhancing its visibility and credibility.
The institution shows an exceptionally low incidence of redundant output, with a Z-score of -1.019 that is significantly better than the already very low national average (-0.515). This reflects total operational silence on this risk indicator, demonstrating an absence of signals even below the national baseline. The data strongly suggests that the institution's researchers are not engaging in 'salami slicing'—the practice of fragmenting studies into minimal publishable units to artificially inflate productivity. This commitment to publishing significant, coherent bodies of work upholds the integrity of the scientific evidence base and demonstrates a culture that values substantial contributions over sheer volume.
