| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.298 | -0.062 |
|
Retracted Output
|
-0.390 | -0.050 |
|
Institutional Self-Citation
|
-0.245 | 0.045 |
|
Discontinued Journals Output
|
-0.206 | -0.024 |
|
Hyperauthored Output
|
-1.171 | -0.721 |
|
Leadership Impact Gap
|
-0.352 | -0.809 |
|
Hyperprolific Authors
|
-1.308 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.811 | -0.515 |
Xinjiang Agricultural University presents a robust scientific integrity profile, characterized by an overall low-risk score of -0.415. The institution demonstrates exceptional strengths in maintaining very low-risk levels for critical indicators such as Retracted Output, Hyper-Authored Output, Hyperprolific Authors, and Redundant Output, indicating a strong culture of quality control and responsible research practices. This solid foundation is contrasted by a single area of moderate concern—the Rate of Multiple Affiliations—which deviates from the national standard and warrants strategic attention. The university's scientific prowess is clearly concentrated in specific fields, as evidenced by its strong national rankings in Veterinary (68th), Agricultural and Biological Sciences (240th), and Biochemistry, Genetics and Molecular Biology (280th) according to SCImago Institutions Rankings data. While a specific mission statement was not available for analysis, these high-integrity indicators align with the universal academic goals of excellence and social responsibility. The identified risk in affiliation practices, however, could potentially undermine transparency and institutional credit, conflicting with these core values. Overall, the university is in a formidable position, and a proactive focus on refining its affiliation policies will further solidify its standing as a leader in research integrity and scientific contribution.
The institution's Z-score for this indicator is 0.298, while the national average is -0.062. This represents a moderate deviation from the national standard, suggesting the university shows a greater sensitivity to risk factors 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 low-risk national context indicates a need to review affiliation policies to ensure they reflect substantive collaboration rather than primarily metric-driven incentives.
With a Z-score of -0.390, significantly lower than the country's score of -0.050, the institution demonstrates an exemplary record in this area. This low-profile consistency, where the absence of risk signals aligns with and improves upon the national standard, points to highly effective pre-publication quality control mechanisms. A high rate of retractions can alert to systemic failures in integrity culture or methodological rigor. In contrast, this very low score suggests that the university's supervision and review processes are robust, successfully preventing recurring malpractice and fostering a culture of responsible science.
The institution's Z-score of -0.245 contrasts favorably with the national average of 0.045. This performance highlights a notable institutional resilience, as the university's control mechanisms appear to successfully mitigate the systemic risks related to self-citation that are more prevalent at the national level. While some self-citation reflects the continuity of research, high rates can create 'echo chambers' that inflate impact without external validation. By maintaining a low level, the university demonstrates that its academic influence is recognized by the global community, avoiding the risk of endogamous impact inflation and ensuring its work undergoes sufficient external scrutiny.
The institution scores -0.206, a more favorable result than the national average of -0.024. This prudent profile indicates that the university manages its publication processes with more rigor than the national standard. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. The institution's stronger performance suggests it is effectively guiding its researchers away from media that fail to meet international ethical or quality standards, thereby protecting its reputation and avoiding the waste of resources on 'predatory' or low-quality practices.
With a Z-score of -1.171 compared to the country's -0.721, the institution shows a near-total absence of this risk signal, a profile that is highly consistent with the low-risk national environment. A high rate of hyper-authorship can indicate inflation of author lists, which dilutes individual accountability and transparency. The university's very low score serves as a strong signal that its authorship practices are well-governed, effectively distinguishing between necessary massive collaboration and questionable 'honorary' or political authorship, thereby upholding the principle of meaningful contribution.
The institution's Z-score of -0.352 marks a slight divergence from the national score of -0.809. This indicates the presence of minor risk signals that are largely absent in the rest of the country. A wide positive gap in this indicator suggests that an institution's scientific prestige may be dependent on external partners rather than its own structural capacity. While the current gap is small, this signal invites a proactive reflection on strategies to strengthen internal intellectual leadership, ensuring that its reputation for excellence is sustainable and driven by its own core research capabilities.
The institution's Z-score of -1.308 stands in stark contrast to the national average of 0.425. This demonstrates a clear case of preventive isolation, where the university does not replicate the medium-risk dynamics observed in its environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and point to risks such as coercive authorship or the assignment of authorship without real participation. The complete absence of this signal indicates a strong institutional culture that prioritizes the quality and integrity of the scientific record over the pursuit of volume-based metrics.
With a Z-score of -0.268, far below the national score of -0.010, the institution demonstrates a very low reliance on its own journals. This low-profile consistency with the national environment underscores a commitment to external validation. Excessive dependence on in-house journals can create conflicts of interest and academic endogamy, as it may allow production to bypass independent peer review. The university's minimal use of such channels ensures its research faces standard competitive validation, limiting risks and enhancing its global visibility.
The institution achieves a Z-score of -0.811, which is even stronger than the very low national average of -0.515. This signifies a state of total operational silence, with an absence of risk signals that is below the already low national baseline. A high value in this indicator alerts to 'salami slicing,' where studies are fragmented to artificially inflate productivity, distorting scientific evidence. The university's exemplary score indicates a culture that prioritizes the publication of coherent, significant new knowledge over the maximization of output volume.