| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.031 | -0.062 |
|
Retracted Output
|
0.305 | -0.050 |
|
Institutional Self-Citation
|
0.347 | 0.045 |
|
Discontinued Journals Output
|
-0.274 | -0.024 |
|
Hyperauthored Output
|
-1.030 | -0.721 |
|
Leadership Impact Gap
|
-1.544 | -0.809 |
|
Hyperprolific Authors
|
-0.880 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.975 | -0.515 |
Anhui Agricultural University demonstrates a robust and low-risk scientific integrity profile, reflected in an overall score of -0.241. This performance is anchored in exceptional control over key operational areas, particularly in maintaining intellectual leadership, preventing redundant publications, and avoiding hyperprolific authorship. However, this solid foundation is contrasted by two areas requiring strategic attention: a moderate rate of retracted output and a tendency towards institutional self-citation. The institution's thematic strengths, as evidenced by SCImago Institutions Rankings data, are prominently in Agricultural and Biological Sciences, Veterinary, Chemistry, and Physics and Astronomy. This academic focus aligns perfectly with its mission to "Serve 'Agriculture, Field and Farmers'". The identified risks, while not critical, could undermine this mission; a higher-than-average retraction rate may affect the credibility of research intended for practical application, and elevated self-citation could limit the external impact and validation necessary for knowledge to effectively serve society. A proactive approach to reinforcing pre-publication quality control and fostering broader external engagement will ensure that the university's scientific excellence translates into unimpeachable social and economic contributions.
The institution presents a Z-score of -0.031, slightly above the national average of -0.062. This result indicates a low and generally well-managed risk level, consistent with the national context. However, the minor elevation compared to the country's baseline suggests an incipient vulnerability. While multiple affiliations are often legitimate, this slight upward trend warrants monitoring to ensure it does not evolve into a strategic attempt to inflate institutional credit or "affiliation shopping," which could dilute the university's distinct research identity.
With a Z-score of 0.305, the institution shows a moderate risk level, which represents a deviation from the low-risk national average of -0.050. This discrepancy suggests the university is more sensitive to factors leading to retractions than its national peers. A rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing more frequently than elsewhere in the country, indicating a need for immediate qualitative verification by management to address possible recurring malpractice or a lack of methodological rigor.
The university's Z-score for this indicator is 0.347, placing it in the medium risk category, notably higher than the national average of 0.045, which is also at a medium level. This indicates a high exposure to this risk, as the institution is more prone to these signals than its environment. While a certain level of self-citation is natural, this disproportionately high rate signals a significant risk of creating scientific 'echo chambers'. It warns of potential endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than validated by sufficient external scrutiny from the global community.
The institution demonstrates a prudent profile with a Z-score of -0.274, which is well below the national average of -0.024. This superior performance indicates that the university manages its publication processes with more rigor than the national standard. This low rate shows effective due diligence in selecting dissemination channels, successfully avoiding media that do not meet international ethical or quality standards. This protects the institution from reputational risks and demonstrates a commitment to channeling resources away from 'predatory' or low-quality practices.
With a Z-score of -1.030, significantly lower than the national average of -0.721, the institution exhibits a prudent and well-controlled approach to authorship. This result shows that the university manages its processes with more rigor than the national standard, effectively distinguishing between necessary massive collaboration and practices like 'honorary' or political authorship. This strong performance indicates a healthy culture of accountability and transparency in assigning credit for research contributions.
The institution shows a Z-score of -1.544, a figure that signals a total absence of risk and is substantially better than the already strong national average of -0.809. This exceptional result indicates that the university's scientific prestige is structural and derived from its own internal capacity. There is no dependency on external partners for impact; on the contrary, the research led by the institution is a primary driver of its global influence, reflecting true intellectual leadership and long-term sustainability.
The institution's Z-score of -0.880 reflects a low-risk environment, showcasing remarkable institutional resilience when compared to the medium-risk national average of 0.425. This suggests that the university's internal control mechanisms are effectively mitigating a systemic risk present in the country. By maintaining low rates of hyperprolificacy, the institution demonstrates a strong commitment to balancing quantity and quality, successfully preventing dynamics such as coercive authorship or the assignment of credit without real participation, thereby safeguarding the integrity of its scientific record.
With a Z-score of -0.268, the institution operates at a very low risk level, a profile that aligns consistently with the low-risk national standard of -0.010. The absence of risk signals in this area is a positive indicator of the university's publication strategy. It demonstrates a healthy reliance on external, independent peer review rather than depending on in-house journals, which can carry conflicts of interest. This approach enhances the global visibility and competitive validation of its research, avoiding academic endogamy and the use of internal channels as 'fast tracks' for publication.
The institution's Z-score of -0.975 signifies a complete operational silence regarding this risk, performing even better than the very low-risk national average of -0.515. This outstanding result indicates an absence of signals related to data fragmentation or 'salami slicing.' It reflects a culture that prioritizes the publication of significant, coherent studies over the artificial inflation of productivity metrics, thereby contributing robust and meaningful knowledge to the scientific record and respecting the integrity of the peer-review system.