| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.040 | -0.062 |
|
Retracted Output
|
-0.493 | -0.050 |
|
Institutional Self-Citation
|
-0.038 | 0.045 |
|
Discontinued Journals Output
|
0.823 | -0.024 |
|
Hyperauthored Output
|
-1.083 | -0.721 |
|
Leadership Impact Gap
|
-1.661 | -0.809 |
|
Hyperprolific Authors
|
-0.497 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.766 | -0.515 |
Anhui University of Chinese Medicine presents a robust scientific integrity profile, with an overall risk score of -0.233 that indicates performance superior to the global average. The institution demonstrates exceptional strengths in maintaining research autonomy and originality, with virtually no risk signals in the areas of leadership impact (Gap between Impact of total output and the impact of output with leadership) and redundant publications (Rate of Redundant Output). Further strengths are evident in its resilience against national trends in self-citation and hyperprolific authorship. However, this strong foundation is contrasted by two areas of moderate concern: the Rate of Multiple Affiliations and the Rate of Output in Discontinued Journals, where the institution shows greater vulnerability than its national peers. These specific risks, if unaddressed, could potentially undermine the credibility of its notable thematic strengths, particularly in its highest-ranking fields of Agricultural and Biological Sciences, Pharmacology, Toxicology and Pharmaceutics, and Medicine, as identified by SCImago Institutions Rankings. Aligning operational practices with a mission of excellence and social responsibility requires that all research outputs are, and are perceived as, transparent and rigorously validated. Therefore, a focused strategic intervention in these two areas is recommended to consolidate its otherwise exemplary position and ensure its scientific contributions achieve their maximum and deserved impact.
The institution exhibits a Z-score of 0.040, placing it at a medium risk level, which represents a moderate deviation from the national average of -0.062 (low risk). This suggests the university is more sensitive than its national counterparts to practices that can inflate institutional credit. While multiple affiliations are often legitimate, this heightened signal indicates a potential vulnerability. The disparity with the national trend warrants a review to ensure that affiliation practices are driven by genuine collaboration rather than strategic attempts at “affiliation shopping,” which could compromise the transparency of institutional contributions.
With a Z-score of -0.493, the institution demonstrates a very low risk of retracted publications, a signal that is consistent with the low-risk national environment (Z-score: -0.050). This absence of significant risk signals is a positive indicator of the institution's scientific rigor. It suggests that the quality control and supervision mechanisms in place prior to publication are functioning effectively, ensuring that the research output is reliable and robust, thereby upholding a culture of integrity and responsible science.
The institution's Z-score of -0.038 (low risk) indicates notable institutional resilience when compared to the national Z-score of 0.045 (medium risk). While the national context shows a tendency towards practices that could create 'echo chambers,' the university appears to effectively mitigate this systemic risk. This suggests that its control mechanisms successfully promote external validation and engagement with the global scientific community, avoiding the endogamous inflation of impact and ensuring its academic influence is earned through broad recognition rather than internal dynamics.
A Z-score of 0.823 places the institution at a medium risk level, a moderate deviation from the low-risk national standard (Z-score: -0.024). This discrepancy indicates that the university shows a greater sensitivity than its peers to channeling its scientific production through media that may not meet international ethical or quality standards. This pattern constitutes a critical alert regarding due diligence in selecting dissemination channels, as it exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution maintains a Z-score of -1.083, which, while in the low-risk category, reflects a more prudent profile than the national average of -0.721 (also low risk). This indicates that the university manages its authorship processes with greater rigor than the national standard. The data suggests a well-calibrated approach to collaboration, effectively distinguishing between necessary large-scale scientific partnerships and practices such as author list inflation or 'honorary' authorships, thereby preserving individual accountability and transparency in its research.
The institution's Z-score of -1.661 is in the very low-risk category and signals a state of total operational silence on this indicator, performing significantly better than the already strong national average of -0.809. This exceptional result demonstrates that the institution's scientific prestige is not dependent on external partners but is structurally sound and built upon its own intellectual leadership. It confirms that its high-impact research is a direct result of its real internal capacity, showcasing a sustainable and autonomous model of scientific excellence.
With a Z-score of -0.497 (low risk), the institution demonstrates significant resilience against the systemic risks observed at the national level, where the average is 0.425 (medium risk). This suggests that institutional control mechanisms are effectively mitigating the pressures for hyper-productivity that are more prevalent in the country. The university appears to foster an environment that successfully balances research quantity and quality, avoiding the dynamics that can lead to coercive authorship or the prioritization of metrics over the integrity of the scientific record.
The institution's Z-score of -0.268 (very low risk) is consistent with the low-risk national environment (Z-score: -0.010), indicating a shared commitment to external validation. The absence of risk signals in this area is a positive sign, suggesting that the university avoids academic endogamy and does not rely on its in-house journals as a 'fast track' to bypass independent peer review. This practice strengthens the global visibility and credibility of its research, ensuring its work is assessed through standard competitive validation channels.
With an exceptionally low Z-score of -0.766, the institution shows total operational silence on this risk, performing even better than the very low-risk national average of -0.515. This outstanding result indicates a strong institutional culture that prioritizes the generation of significant new knowledge over the artificial inflation of productivity metrics. It suggests that practices like 'salami slicing' or data fragmentation are effectively discouraged, ensuring that research contributions are substantial and do not overburden the scientific review system with minimally publishable units.
