| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.566 | -0.062 |
|
Retracted Output
|
-0.428 | -0.050 |
|
Institutional Self-Citation
|
0.026 | 0.045 |
|
Discontinued Journals Output
|
-0.123 | -0.024 |
|
Hyperauthored Output
|
-1.196 | -0.721 |
|
Leadership Impact Gap
|
-0.381 | -0.809 |
|
Hyperprolific Authors
|
0.114 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.888 | -0.515 |
Ningxia University demonstrates a commendable overall scientific integrity profile, with a global risk score of -0.234 indicating robust governance and responsible research practices. The institution's primary strengths lie in its exceptionally low rates of retracted output, hyper-authored publications, redundant publications, and output in its own journals, showcasing a strong commitment to quality control, authorship transparency, and external validation. While areas such as the rate of multiple affiliations, institutional self-citation, and hyperprolific authors register as medium-risk, the university's performance on the latter two is notably better than the national average, suggesting effective internal moderation of systemic trends. According to SCImago Institutions Rankings data, this solid integrity foundation supports significant thematic strengths, particularly in Veterinary, Earth and Planetary Sciences, and Agricultural and Biological Sciences, where the university holds a strong national and regional position. Although a specific mission statement was not localized for this analysis, the observed integrity profile strongly aligns with the universal academic values of excellence and social responsibility. To further enhance its standing, Ningxia University is encouraged to review the drivers behind its multiple affiliation rate and continue fostering a culture where research quality and intellectual leadership are prioritized, thereby ensuring its operational practices fully support its academic achievements and long-term strategic vision.
The institution presents a Z-score of 0.566, which contrasts with the national average of -0.062. This moderate deviation indicates that the university shows a greater sensitivity to this risk factor than its national peers. While multiple affiliations can be a legitimate outcome of collaboration, this divergence from the national norm warrants a review. It is important to ascertain whether this higher rate reflects a thriving collaborative network or signals potential strategic attempts to inflate institutional credit through practices like “affiliation shopping,” which could compromise the clarity of institutional contributions.
With a Z-score of -0.428, the institution demonstrates an exceptionally low rate of retracted publications, performing significantly better than the already low-risk national average of -0.050. This low-profile consistency suggests that the university's quality control and supervision mechanisms are highly effective. The absence of risk signals in this area aligns with a culture of integrity, where research is conducted with methodological rigor, and any necessary corrections are handled responsibly, reinforcing the reliability of its scientific output.
The institution's Z-score for self-citation is 0.026, while the national average is 0.045. Although both the university and the country fall within a medium-risk band, the institution's lower score points to differentiated management that successfully moderates a risk common in the national environment. A certain level of self-citation is natural, but the university's ability to keep this rate below the national average suggests it is effectively avoiding the formation of scientific 'echo chambers' and ensuring its work receives sufficient external scrutiny, thereby validating its impact within the global academic community.
The university's Z-score of -0.123 is well within the low-risk category and is notably better than the national average of -0.024. This indicates a prudent and rigorous approach to selecting publication venues. By maintaining a rate of publication in discontinued journals that is lower than the national standard, the institution demonstrates strong due diligence. This practice protects its reputation and ensures that its research is channeled through credible media that meet international quality standards, avoiding the pitfalls of predatory publishing.
With a Z-score of -1.196, the institution shows a near-total absence of risk related to hyper-authorship, a figure significantly stronger than the country's low-risk score of -0.721. This low-profile consistency underscores a healthy and transparent authorship culture. The data suggests that the university effectively distinguishes between necessary large-scale collaboration and practices like 'honorary' authorship, ensuring that author lists accurately reflect meaningful intellectual contributions and maintaining individual accountability.
The institution's Z-score of -0.381 indicates a low-risk gap, but it represents a slight divergence from the national average of -0.809, which signals virtually no risk. This suggests the university shows minor signals of risk activity that are not prevalent across the country. A gap, even if small, can indicate that a portion of the institution's scientific prestige may be dependent on collaborations where it does not exercise primary intellectual leadership. This finding invites a strategic reflection on strengthening internal research capacities to ensure that its high impact is structurally sustainable and driven by its own core faculty.
The university has a Z-score of 0.114 in this medium-risk indicator, which is considerably lower than the national average of 0.425. This demonstrates a pattern of differentiated management, where the institution successfully moderates a risk that is more pronounced at the national level. While extreme publication volumes can challenge the integrity of the scientific record, the university's lower score suggests it has effective mechanisms to balance productivity with quality, mitigating risks such as coercive authorship or the prioritization of metrics over substantive scientific contributions.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals for publication, performing much better than the national average of -0.010. This low-profile consistency is a strong positive signal. By favoring external, independent peer review, the university avoids potential conflicts of interest and academic endogamy. This commitment to global validation standards enhances the credibility and visibility of its research, demonstrating that its scientific output competes successfully in the international arena.
The institution's Z-score of -0.888 is exceptionally low, indicating a near-complete absence of this risk behavior and outperforming the already very low national average of -0.515. This state of 'total operational silence' suggests a robust institutional culture that values substantive, coherent research over artificially inflating publication counts. By avoiding data fragmentation or 'salami slicing,' the university ensures that its contributions to the scientific record are meaningful and significant, reinforcing its commitment to high-quality knowledge creation.
