| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.624 | -0.062 |
|
Retracted Output
|
-0.550 | -0.050 |
|
Institutional Self-Citation
|
-0.972 | 0.045 |
|
Discontinued Journals Output
|
1.102 | -0.024 |
|
Hyperauthored Output
|
-1.089 | -0.721 |
|
Leadership Impact Gap
|
0.623 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.597 | -0.515 |
Yichun University presents a robust and commendable profile in scientific integrity, with an overall score of -0.152 that reflects strong performance in most areas, counterbalanced by a few specific, addressable vulnerabilities. The institution's primary strengths lie in its exceptionally low rates of retracted output, institutional self-citation, hyperprolific authorship, and redundant publications, indicating a solid culture of quality control, external validation, and substantive research. However, strategic attention is required for the medium-risk indicators, namely the rate of multiple affiliations, publication in discontinued journals, and a notable gap between its overall research impact and the impact of work where it holds intellectual leadership. According to SCImago Institutions Rankings data, the university demonstrates significant thematic strengths, particularly in Pharmacology, Toxicology and Pharmaceutics, Veterinary, and Biochemistry, Genetics and Molecular Biology. While the institution's specific mission was not available for this analysis, any commitment to academic excellence is fundamentally tied to scientific integrity. The identified risks, if left unaddressed, could undermine its reputation by suggesting a focus on metric optimization over the generation of sustainable, high-quality knowledge. By proactively managing these vulnerabilities, Yichun University can ensure its recognized thematic expertise translates into a lasting and unimpeachable scientific legacy.
The institution's Z-score of 0.624 for this indicator contrasts with the national average of -0.062. This represents a moderate deviation from the national trend, suggesting that Yichun University shows a greater sensitivity to risk factors associated with author affiliations than its peers in the country. 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.” This divergence from the national norm warrants a review of affiliation policies to ensure they reflect substantive contributions and transparent collaborations, thereby protecting the institution's academic standing.
With a Z-score of -0.550, the institution demonstrates an exceptionally low incidence of retracted publications, performing well within the low-risk national context (Z-score of -0.050). This low-profile consistency indicates that the university's quality control and supervision mechanisms are effective and align with national standards for research integrity. Retractions can be complex, but this very low rate suggests that the institution's pre-publication review processes are robust, successfully preventing the systemic failures or recurring malpractice that a higher score might imply. This is a clear indicator of a healthy and responsible integrity culture.
The institution's Z-score of -0.972 is a sign of exceptional performance, especially when compared to the country's medium-risk average of 0.045. This result demonstrates a form of preventive isolation, where the university does not replicate the risk dynamics of academic endogamy observed elsewhere in its environment. A certain level of self-citation is natural, but this very low value confirms that the institution avoids 'echo chambers' and instead seeks broad external scrutiny. This practice validates that its academic influence is built on recognition from the global community, not on internal dynamics designed to inflate impact.
The institution registers a Z-score of 1.102, which marks a moderate deviation from the national average of -0.024. This suggests the university is more susceptible than its national counterparts to publishing in journals that fail to meet international standards. This constitutes a critical alert regarding due diligence in selecting dissemination channels. A high Z-score indicates that a portion of its scientific production is channeled through media that do not meet ethical or quality benchmarks, exposing the institution to severe reputational risks. This highlights an urgent need to reinforce information literacy and guidance for researchers to avoid predatory or low-quality publication practices.
The institution's Z-score of -1.089 is lower than the national average of -0.721, both of which are in the low-risk category. This prudent profile suggests that the university manages its authorship practices with more rigor than the national standard. In fields outside of 'Big Science,' extensive author lists can indicate inflation or a dilution of individual accountability. By maintaining a lower rate, the institution demonstrates a commitment to meaningful and transparent authorship, effectively distinguishing between necessary large-scale collaboration and questionable 'honorary' authorship practices.
With a Z-score of 0.623, the institution shows a risk level that is highly unusual for the national standard, where the average is -0.809 (very low risk). This disparity constitutes a monitoring alert that requires a review of its causes. The wide positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige may be dependent on external partners rather than its own structural capacity. This invites reflection on whether its excellence metrics result from genuine internal capabilities or from strategic positioning in collaborations where the institution does not exercise intellectual leadership, creating a dependency that could prove vulnerable over time.
The institution's Z-score of -1.413 is exceptionally low, positioning it as a model of integrity in a national context that shows a medium risk (Z-score of 0.425). This demonstrates a clear preventive isolation, as the university avoids the dynamics of extreme publication volumes seen elsewhere in the country. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful intellectual contribution. The institution's very low score indicates a healthy balance between quantity and quality, effectively mitigating risks such as coercive authorship or the assignment of credit without real participation.
The institution's Z-score of -0.268 is very low, placing it in a better position than the national average of -0.010. This low-profile consistency shows an absence of risk signals in this area, aligning with a national environment that already exhibits low risk. Publishing excessively in in-house journals can raise conflicts of interest and suggest academic endogamy. By maintaining a very low rate, the university demonstrates a commitment to independent, external peer review, which enhances the global visibility and competitive validation of its research output.
With a Z-score of -0.597, the institution shows a near-total absence of signals for this risk, performing even better than the already low national average of -0.515. This state of total operational silence indicates exemplary management of research publication practices. Massive bibliographic overlap between publications can indicate 'salami slicing'—the practice of fragmenting a study to artificially inflate productivity. The institution's extremely low score confirms its focus on publishing significant, coherent bodies of work, thereby upholding the integrity of the scientific record and prioritizing new knowledge over volume.