| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.233 | -0.062 |
|
Retracted Output
|
-0.418 | -0.050 |
|
Institutional Self-Citation
|
-0.590 | 0.045 |
|
Discontinued Journals Output
|
2.152 | -0.024 |
|
Hyperauthored Output
|
-1.335 | -0.721 |
|
Leadership Impact Gap
|
-0.775 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.186 | -0.515 |
Anhui Sanlian University demonstrates a robust and commendable scientific integrity profile, reflected in its overall risk score of -0.081. The institution exhibits exceptional control over potential research malpractice, with very low risk signals in critical areas such as retracted output, hyper-authorship, hyperprolific authors, and redundant publications. A key strength is its institutional resilience, particularly in managing self-citation and the productivity of its authors, where it significantly outperforms national trends. The primary area requiring strategic attention is the rate of publication in discontinued journals, which presents a moderate risk and deviates from the national standard. According to SCImago Institutions Rankings data, the university's notable thematic areas include Computer Science and Mathematics. As the institution's mission statement was not available for this analysis, a direct alignment assessment cannot be completed. However, the identified vulnerability in publication channel selection could potentially undermine institutional goals related to academic excellence and global reputation. By addressing this specific issue, Anhui Sanlian University can solidify its position as an institution with a strong commitment to research integrity and responsible scientific practice.
The institution presents a Z-score of -0.233 in the Rate of Multiple Affiliations, compared to the national average of -0.062. This result indicates a prudent profile, suggesting that the university manages its affiliation processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this controlled rate demonstrates effective governance that likely prevents strategic attempts to inflate institutional credit or engage in "affiliation shopping," ensuring transparency in collaborative attributions.
With a Z-score of -0.418, significantly lower than the national average of -0.050, the institution shows an almost complete absence of risk signals related to retracted publications. This low-profile consistency with a low-risk national environment suggests that the university's pre-publication quality control and supervision mechanisms are highly effective. The data points to a strong culture of integrity and methodological rigor, where the need for post-publication corrections, which can sometimes signal recurring malpractice, is minimal.
The university's Z-score for Institutional Self-Citation is -0.590, a figure that contrasts sharply with the national average of 0.045. This demonstrates significant institutional resilience, as the university's control mechanisms appear to successfully mitigate the systemic risks of endogamy observed elsewhere in the country. A certain level of self-citation is natural, but this very low rate indicates that the institution actively avoids scientific isolation or 'echo chambers.' Instead, its work is validated through broad external scrutiny, ensuring its academic influence is based on global community recognition rather than inflated by internal dynamics.
A Z-score of 2.152 for output in discontinued journals marks a moderate deviation from the national average of -0.024, highlighting a key area of vulnerability. This greater sensitivity to risk factors compared to its peers constitutes a critical alert regarding due diligence in selecting dissemination channels. A high proportion of publications in such journals indicates that scientific work is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among researchers to avoid wasting resources on 'predatory' or low-quality practices.
The institution records a Z-score of -1.335 in Hyper-Authored Output, well below the national average of -0.721. This low-profile consistency reflects an absence of risk signals in an already low-risk national context. The data suggests that the university's research practices are not prone to author list inflation or the inclusion of 'honorary' authorships. This fosters clear individual accountability and transparency, indicating that large author lists, when they occur, are likely the result of legitimate, necessary massive collaboration rather than questionable authorship practices.
The university shows a Z-score of -0.775 in this indicator, representing a slight divergence from the national Z-score of -0.809. This subtle signal of risk activity, which is less pronounced at the national level, warrants attention. A positive gap can suggest that an institution's scientific prestige is overly dependent on external partners where it does not exercise intellectual leadership. While the current value is low, this divergence indicates a potential sustainability risk, inviting reflection on whether the institution is sufficiently developing its own internal capacity to lead high-impact research independently.
With a Z-score of -1.413, the institution demonstrates a state of preventive isolation from the national trend, which has a Z-score of 0.425. The university does not replicate the risk dynamics observed in its environment regarding hyperprolific authors. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may point to risks like coercive authorship or 'salami slicing.' This institution's very low score indicates a healthy balance between quantity and quality, reinforcing a culture where the integrity of the scientific record is prioritized over the inflation of productivity metrics.
The institution's Z-score of -0.268 is notably lower than the national average of -0.010, showing low-profile consistency and an absence of risk signals in this area. While in-house journals can be valuable, excessive dependence on them raises conflicts of interest and risks academic endogamy. This university's minimal reliance on such channels suggests its scientific production consistently undergoes independent external peer review, thereby avoiding the use of internal 'fast tracks' for publication and ensuring its research competes for validation on a global stage.
The university achieves a Z-score of -1.186 for redundant output, a figure indicating total operational silence on this risk factor and performing even better than the already low national average of -0.515. This near-zero signal of 'salami slicing' suggests that the institution's researchers are not fragmenting coherent studies into minimal publishable units to artificially inflate productivity. This practice upholds the value of scientific evidence and demonstrates a commitment to producing significant new knowledge rather than prioritizing publication volume.
