| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.522 | -0.062 |
|
Retracted Output
|
0.258 | -0.050 |
|
Institutional Self-Citation
|
-1.254 | 0.045 |
|
Discontinued Journals Output
|
0.589 | -0.024 |
|
Hyperauthored Output
|
-1.170 | -0.721 |
|
Leadership Impact Gap
|
0.282 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
0.178 | -0.515 |
Yancheng Teachers University presents a profile of notable strengths in research integrity, achieving an overall risk score of 0.081. The institution demonstrates exceptional control over authorship and citation practices, particularly in avoiding institutional self-citation and hyperprolific authorship, where it successfully isolates itself from less favorable national trends. These areas of robust governance form a solid foundation for its scientific enterprise. However, this positive outlook is contrasted by a series of medium-risk indicators that deviate from the national standard, specifically concerning the rate of retractions, publication in discontinued journals, and multiple affiliations. More critically, monitoring alerts are triggered for the high dependency on external collaborators for impact and the rate of redundant publications, suggesting that while foundational integrity is strong, strategic publication practices require immediate review. According to SCImago Institutions Rankings data, the university's key thematic strengths are concentrated in areas such as Veterinary, Social Sciences, and Earth and Planetary Sciences. While the institution's specific mission was not available for this analysis, the identified risks—particularly those related to reputational dependency and publication fragmentation—could challenge core academic values of excellence and sustainable intellectual leadership. By addressing these specific vulnerabilities, Yancheng Teachers University can fully leverage its foundational strengths to enhance its global reputation and ensure its research output is both impactful and unimpeachable.
The institution presents a Z-score of 1.522, which indicates a greater sensitivity to this risk factor compared to the national average of -0.062. This moderate deviation suggests that the university's affiliation patterns are more pronounced than those of its peers in China. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, disproportionately high rates can signal strategic attempts to inflate institutional credit or “affiliation shopping.” This indicator warrants a review of collaboration policies to ensure that all affiliations reflect substantive contributions and transparent partnerships, thereby safeguarding the institution's academic reputation.
With a Z-score of 0.258, the institution shows a higher incidence of retractions than the national standard (-0.050). This divergence suggests that the university's pre-publication quality control mechanisms may be less effective than those of its national counterparts. Retractions are complex events, but a rate significantly higher than the average can alert to a vulnerability in the institution's integrity culture. This finding suggests that quality control processes may be failing systemically, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to prevent further reputational damage.
The institution demonstrates an exceptionally strong performance in this area with a Z-score of -1.254, positioning it as a positive outlier against the national context, which shows a medium-risk value of 0.045. This result indicates that the university does not replicate the risk dynamics observed in its environment. A certain level of self-citation is natural, but the institution's low rate signals a healthy reliance on external validation and integration into the global scientific conversation, effectively avoiding the creation of 'echo chambers.' This robust external scrutiny confirms that the institution's academic influence is driven by broad community recognition rather than being inflated by internal dynamics.
The university's Z-score of 0.589 contrasts with the low-risk national average of -0.024, indicating a greater tendency to publish in journals that cease operations. This pattern constitutes a critical alert regarding due diligence in selecting dissemination channels. A high Z-score indicates that a significant portion of scientific production is being channeled through media that do not meet international ethical or quality standards. This exposes the institution to severe reputational risks and suggests an urgent need for enhanced information literacy among researchers to avoid wasting resources on 'predatory' or low-quality publication practices.
With a Z-score of -1.170, the institution shows an absence of risk signals that aligns with, and even improves upon, the low-risk national standard (-0.721). This low-profile consistency indicates that authorship practices at the university are well-managed and transparent. The data suggests that, outside of legitimate "Big Science" contexts, the institution successfully avoids the risk of author list inflation. This responsible approach reinforces individual accountability and ensures that authorship accurately reflects significant intellectual contributions, distinguishing its collaborative work from questionable 'honorary' authorship practices.
A significant monitoring alert is raised by the institution's Z-score of 0.282, an unusual risk level when compared to the very low-risk national standard of -0.809. This wide positive gap signals a potential sustainability risk, as it suggests that the institution's scientific prestige may be dependent and exogenous, not structural. The value indicates that while overall impact is notable, the impact of research led directly by the institution is comparatively low. This invites a strategic reflection on whether its excellence metrics result from genuine internal capacity or from a positioning in collaborations where the university does not exercise primary intellectual leadership.
The institution exhibits exemplary control in this area, with a Z-score of -1.413, effectively isolating itself from the medium-risk dynamics observed at the national level (0.425). This preventive stance indicates a healthy research culture that prioritizes substance over sheer volume. By avoiding extreme individual publication volumes, the university mitigates the risks of imbalances between quantity and quality, such as coercive authorship or the assignment of authorship without real participation. This focus on meaningful intellectual contribution reinforces the integrity of its scientific record.
The institution's Z-score of -0.268 reflects an absence of risk signals that is consistent with the low-risk national environment (-0.010). This indicates a strong commitment to seeking external validation for its research. By minimizing its reliance on in-house journals, the university avoids potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production undergoes independent external peer review, which enhances its global visibility and confirms that its research meets competitive international standards rather than using internal channels as 'fast tracks' for publication.
The institution's Z-score of 0.178 triggers a monitoring alert, as this medium-risk level is highly unusual for a national standard that is virtually free of this risk (-0.515). This anomaly requires a careful review of its causes. The score suggests a potential practice of dividing coherent studies into minimal publishable units to artificially inflate productivity, also known as 'salami slicing.' This practice not only distorts the available scientific evidence but also overburdens the peer review system. It is crucial to investigate whether this pattern reflects a systemic pressure to prioritize publication volume over the generation of significant new knowledge.