| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.280 | -0.062 |
|
Retracted Output
|
-0.306 | -0.050 |
|
Institutional Self-Citation
|
0.233 | 0.045 |
|
Discontinued Journals Output
|
-0.010 | -0.024 |
|
Hyperauthored Output
|
-1.160 | -0.721 |
|
Leadership Impact Gap
|
-1.387 | -0.809 |
|
Hyperprolific Authors
|
-0.933 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.294 | -0.515 |
Xihua University presents a robust overall scientific integrity profile, reflected in a low-risk score of -0.316. This performance is anchored by exceptional strengths in key areas, including a negligible rate of hyper-authored or hyperprolific output, a minimal gap between internal and collaborative impact, and very low reliance on institutional journals, all of which signal a healthy and sustainable research culture. However, moderate risk signals in the Rate of Multiple Affiliations and Institutional Self-Citation require strategic attention. The university demonstrates significant academic strengths, ranking notably within China in fields such as Mathematics, Computer Science, Arts and Humanities, and Economics, according to SCImago Institutions Rankings data. To fulfill its mission of becoming a "provincial first-rate and domestic famous teaching & research university," it is crucial to address the identified vulnerabilities. Practices that could be perceived as inflating credit or creating academic echo chambers are misaligned with the pursuit of genuine, externally validated excellence. By proactively managing these moderate risks, Xihua University can leverage its solid integrity foundation to ensure its growing reputation is built on unimpeachable scientific rigor and transparency.
The institution's Z-score for this indicator is 0.280, while the national average is -0.062. This result indicates a moderate deviation from the national norm, suggesting the university shows a greater sensitivity to risk factors related to affiliation practices than its peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit. This divergence warrants a review of internal policies to ensure that all affiliations are transparent and reflect substantive collaboration rather than "affiliation shopping" aimed at maximizing institutional metrics.
With a Z-score of -0.306, significantly lower than the national average of -0.050, the institution demonstrates a prudent and rigorous profile in managing its published record. This suggests that its quality control mechanisms prior to publication are not only effective but potentially more robust than the national standard. Retractions can be complex events, but such a low score indicates that the university's integrity culture successfully minimizes the risk of systemic failures or recurring malpractice, reinforcing the reliability of its scientific output.
The university's Z-score of 0.233 is notably higher than the national average of 0.045, even though both fall within a medium-risk context. This suggests a high exposure to practices that could lead to scientific isolation. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate warns of the risk of endogamous impact inflation, where the institution's work may be validated within an 'echo chamber' without sufficient external scrutiny. This pattern could suggest that the institution's academic influence is at risk of being oversized by internal dynamics rather than by recognition from the global community.
The institution's Z-score of -0.010 is statistically normal and closely aligned with the national average of -0.024. This alignment indicates that the university's risk level in this area is as expected for its context and size. The data does not suggest a systemic issue with channeling research into media that fail to meet international ethical or quality standards. This reflects adequate due diligence among its researchers in selecting appropriate and reputable dissemination channels, thereby avoiding the reputational risks associated with predatory or low-quality publishing practices.
With a Z-score of -1.160, the institution shows a complete absence of risk signals related to hyper-authorship, a figure that is well-aligned with the low-risk national standard (Z-score of -0.721). This low-profile consistency demonstrates that, even in disciplines where large collaborations are common, the university maintains practices that ensure author lists are not inflated. This result suggests a culture of transparency and accountability, effectively distinguishing between necessary massive collaboration and potentially problematic 'honorary' or political authorship practices.
The institution exhibits total operational silence in this area, with an exceptionally low Z-score of -1.387, far below the already strong national average of -0.809. This outstanding result indicates a complete absence of risk signals related to dependency on external partners for impact. It strongly suggests that the university's scientific prestige is structural and sustainable, stemming from genuine internal capacity and intellectual leadership rather than a strategic positioning in collaborations where it plays a secondary role. This is a clear indicator of a mature and self-sufficient research ecosystem.
The institution's Z-score of -0.933 signals a state of preventive isolation from national trends, where the country shows a medium-risk average of 0.425. This stark contrast indicates that the university does not replicate the risk dynamics observed in its environment concerning extreme individual publication volumes. By maintaining such a low rate, the institution effectively avoids the potential imbalances between quantity and quality, steering clear of risks such as coercive authorship or the assignment of authorship without real participation. This reinforces a culture that prioritizes the integrity of the scientific record over the inflation of metrics.
With a Z-score of -0.268, the institution demonstrates a very low reliance on its own journals, aligning with the low-risk national standard (Z-score of -0.010). This absence of risk signals is a positive indicator of its commitment to external validation. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production consistently undergoes independent external peer review, thereby enhancing its global visibility and credibility rather than using internal channels as potential 'fast tracks' for publication.
The institution's Z-score of -0.294, while in the low-risk category, represents a slight divergence from the national context, which shows a very low-risk average of -0.515. This indicates the presence of faint signals of risk activity that are not apparent in the rest of the country. A higher rate of bibliographic overlap can, in some cases, point to data fragmentation or 'salami slicing,' where studies are divided into minimal publishable units to artificially inflate productivity. While the current level is not alarming, this small deviation suggests an opportunity for proactive monitoring to ensure research contributions remain significant and avoid overburdening the review system.