| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.927 | -0.062 |
|
Retracted Output
|
-0.296 | -0.050 |
|
Institutional Self-Citation
|
-0.499 | 0.045 |
|
Discontinued Journals Output
|
0.616 | -0.024 |
|
Hyperauthored Output
|
-1.004 | -0.721 |
|
Leadership Impact Gap
|
-0.742 | -0.809 |
|
Hyperprolific Authors
|
0.585 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.853 | -0.515 |
Henan University of Traditional Chinese Medicine presents a robust scientific integrity profile, with an overall risk score of -0.182 that indicates a performance well within expected international standards. The institution's primary strengths lie in its exceptionally low rates of redundant output, multiple affiliations, and publication in institutional journals, suggesting a strong culture of transparency and a commitment to external validation. However, areas requiring strategic attention have been identified, specifically a medium-risk level for output in discontinued journals and for hyperprolific authorship, which moderately exceed national averages. According to SCImago Institutions Rankings data, the university's most prominent research areas include Agricultural and Biological Sciences, Pharmacology, Toxicology and Pharmaceutics, and Biochemistry, Genetics and Molecular Biology. While the institution's mission was not specified, any pursuit of academic excellence and social responsibility is fundamentally supported by a low-risk integrity profile. The identified vulnerabilities, particularly in publication channel selection, could undermine the dissemination of high-quality research and thus require proactive management. Overall, the university has a solid foundation for scientific integrity, and by addressing these specific areas of exposure, it can further enhance its reputation and the global impact of its research.
The institution's Z-score of -0.927 is significantly lower than the national average of -0.062. This demonstrates a commendable level of transparency and stability in how researcher affiliations are reported. The complete absence of risk signals in this area aligns with, and even surpasses, the low-risk standard observed nationally. This indicates that the university's practices are not contributing to the strategic inflation of institutional credit or "affiliation shopping," reinforcing the clarity and integrity of its collaborative footprint.
With a Z-score of -0.296, the institution maintains a prudent profile that is more favorable than the national average of -0.050. This suggests that its internal processes are managed with greater rigor than the national standard. Retractions can be complex events, but a rate significantly lower than its peers indicates that the university's pre-publication quality control mechanisms are effective in preventing the systemic failures or recurring malpractice that often lead to a high volume of retractions, thereby safeguarding its scientific record.
The institution shows notable resilience with a Z-score of -0.499, contrasting sharply with the national average of 0.045, which falls into a medium-risk category. This suggests that the university's internal control mechanisms successfully mitigate the systemic risks of academic endogamy present in the wider environment. While a certain level of self-citation is natural, the institution's low rate demonstrates that its research impact is validated by the global scientific community rather than being inflated by internal 'echo chambers,' ensuring its influence is based on external recognition.
A moderate deviation from the national norm is evident, with the institution's Z-score at 0.616 (medium risk) compared to the country's low-risk average of -0.024. This indicates a greater sensitivity to risk factors in publication channel selection than its peers. This is a critical alert, as a significant proportion of output in discontinued journals suggests that research is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational damage and highlights an urgent need to enhance information literacy among its researchers to avoid wasting resources on 'predatory' or low-quality outlets.
The institution maintains a prudent profile with a Z-score of -1.004, which is lower than the national average of -0.721. This indicates that its authorship practices are managed with more rigor than the national standard. Outside of "Big Science" contexts where large author lists are common, a low rate of hyper-authorship is a positive signal. It suggests the institution effectively avoids the risk of author list inflation, thereby preserving individual accountability and ensuring that authorship credit is transparent and meaningful.
A slight divergence from the national trend is observed, with the institution's Z-score of -0.742 (low risk) compared to the country's very low-risk score of -0.809. This indicates the emergence of a minor risk signal that is not prevalent in the rest of the country. While the data confirms that the institution's scientific prestige is largely built on its own intellectual leadership, this small gap suggests a slightly greater reliance on external partners for impact than the national baseline. This invites a strategic reflection on how to further strengthen internal research capacity to ensure that all measures of excellence are fully structural and sustainable.
The institution shows high exposure in this area, with a Z-score of 0.585 that is higher than the national average of 0.425, though both are in the medium-risk category. This indicates that the university is more prone to this alert signal than its environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and often point to an imbalance between quantity and quality. This signal warns of potential risks such as coercive authorship or 'salami slicing' and suggests a need to review institutional incentives to ensure they prioritize the integrity of the scientific record over sheer productivity metrics.
The institution demonstrates low-profile consistency, with a very low-risk Z-score of -0.268 that is markedly better than the country's low-risk average of -0.010. This absence of risk signals aligns with a commitment to external validation and global visibility. By avoiding over-reliance on its own journals, the university effectively mitigates potential conflicts of interest and the risk of academic endogamy, ensuring its research bypasses internal 'fast tracks' and is instead subjected to independent, competitive peer review on a global scale.
An indicator of total operational silence, the institution's Z-score of -0.853 is even more favorable than the already very low national average of -0.515. This complete absence of risk signals points to a robust institutional culture that values substantive contributions over inflated publication counts. It strongly suggests that the practice of fragmenting a single study into 'minimal publishable units' is not a concern, reflecting a commitment to presenting coherent, impactful research that enriches the scientific record rather than overburdens it.
