| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
4.020 | -0.062 |
|
Retracted Output
|
6.316 | -0.050 |
|
Institutional Self-Citation
|
-0.693 | 0.045 |
|
Discontinued Journals Output
|
-0.163 | -0.024 |
|
Hyperauthored Output
|
-1.223 | -0.721 |
|
Leadership Impact Gap
|
-1.552 | -0.809 |
|
Hyperprolific Authors
|
-1.029 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.664 | -0.515 |
Yili Normal University presents a dualistic profile in scientific integrity, with an overall risk score of 1.928. The institution demonstrates exceptional control over authorship and publication channel management, showing very low risk in areas such as hyper-authorship, hyperprolificacy, and output in institutional journals. These strengths provide a solid foundation of responsible research practices. However, this positive performance is critically overshadowed by significant alerts in the Rate of Multiple Affiliations and the Rate of Retracted Output, which are severe outliers in the national context and represent urgent vulnerabilities. Academically, the university shows notable strength in several key areas according to SCImago Institutions Rankings data, particularly in Pharmacology, Toxicology and Pharmaceutics, Environmental Science, Biochemistry, Genetics and Molecular Biology, and Earth and Planetary Sciences. While a specific mission statement was not available for analysis, the identified critical risks directly challenge the universal academic values of excellence and social responsibility. High rates of retractions and potential affiliation misuse can undermine public trust and the credibility of the institution's strong research outputs. It is therefore recommended that the university leverage its robust governance in low-risk areas to develop targeted interventions for the critical anomalies, ensuring its operational integrity fully aligns with its demonstrated academic potential.
The institution exhibits a Z-score of 4.020, a value that indicates a severe discrepancy when compared to the national average of -0.062. This atypical level of risk activity, in a country where such signals are uncommon, requires a deep integrity assessment. While multiple affiliations can be legitimate, this disproportionately high rate signals a potential systemic issue. The data suggests a need to investigate whether these patterns are the result of organic collaboration or strategic attempts to inflate institutional credit through practices like “affiliation shopping,” which could compromise the transparency of the university's research footprint.
With a Z-score of 6.316, the university's rate of retracted publications is a critical outlier against the national average of -0.050. This constitutes a severe discrepancy, suggesting that the institution's risk activity in this area is highly atypical for its environment and demands an urgent and thorough integrity review. A rate this significantly higher than the norm alerts to a potential vulnerability in the institution's integrity culture. It suggests that pre-publication quality control mechanisms may be failing systemically, potentially indicating recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect the institution's scientific reputation.
The institution's Z-score of -0.693 is notably lower than the national average of 0.045. This contrast suggests a high degree of institutional resilience, as the university's control mechanisms appear to be effectively mitigating the systemic risks related to self-citation that are more prevalent at the national level. A certain level of self-citation is natural, but the university's prudent profile indicates it is successfully avoiding the creation of scientific 'echo chambers.' This demonstrates a commitment to external validation and global community recognition, rather than relying on internal dynamics to generate impact.
The institution maintains a Z-score of -0.163, which is more favorable than the national average of -0.024. This indicates a prudent profile, suggesting that the university manages its publication processes with greater rigor than the national standard. This performance demonstrates effective due diligence in selecting dissemination channels. By avoiding journals that do not meet international ethical or quality standards, the institution protects itself from severe reputational risks and shows a commitment to information literacy, ensuring its resources are not wasted on 'predatory' or low-quality practices.
With a Z-score of -1.223, the institution shows a near-total absence of risk signals, a figure that is well-aligned with and even improves upon the low-risk national standard of -0.721. This low-profile consistency suggests that the university's authorship policies are robust. The data indicates a clear ability to distinguish between necessary massive collaboration, which is legitimate in certain fields, and problematic 'honorary' or political authorship practices, thereby ensuring that author lists reflect genuine contributions and maintain individual accountability.
The institution's Z-score of -1.552 represents a state of total operational silence on this indicator, performing even better than the already low-risk national average of -0.809. This absence of risk signals is a strong positive indicator of the university's research autonomy and capability. It suggests that the institution's scientific prestige is structural and internally driven, not dependent on external partners for impact. This reflects a high level of real internal capacity and intellectual leadership in its collaborative research endeavors.
The institution's Z-score of -1.029 signals a complete absence of risk, standing in sharp contrast to the moderate risk level observed nationally (0.425). This demonstrates a case of preventive isolation, where the university does not replicate the risk dynamics concerning extreme productivity that are present in its environment. This excellent result suggests a healthy balance between quantity and quality, successfully avoiding potential risks such as coercive authorship or the assignment of authorship without real participation, thereby prioritizing the integrity of the scientific record over inflated metrics.
The institution's Z-score of -0.268 is significantly lower than the national average of -0.010, indicating a consistent and well-managed low-risk profile. The absence of risk signals aligns with the national standard but demonstrates even stricter control. This suggests the university effectively avoids the risks of academic endogamy and potential conflicts of interest by not over-relying on its own journals for dissemination. This practice ensures that its scientific production is validated through independent external peer review, which in turn enhances its global visibility and credibility.
With a Z-score of -0.664, the institution demonstrates total operational silence regarding this risk, a performance that is even stronger than the very low-risk national average of -0.515. This absence of signals, even below the national baseline, indicates a robust commitment to impactful research. The data suggests the university's authors prioritize the publication of significant new knowledge over artificially inflating productivity metrics by fragmenting studies into 'minimal publishable units,' a practice which distorts scientific evidence and overburdens the review system.