| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.049 | -0.062 |
|
Retracted Output
|
0.511 | -0.050 |
|
Institutional Self-Citation
|
-0.045 | 0.045 |
|
Discontinued Journals Output
|
0.199 | -0.024 |
|
Hyperauthored Output
|
-1.055 | -0.721 |
|
Leadership Impact Gap
|
-1.265 | -0.809 |
|
Hyperprolific Authors
|
-0.732 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.764 | -0.515 |
Wenzhou-Kean University presents a strong overall scientific integrity profile, marked by exceptional performance in key structural indicators, alongside specific areas that warrant strategic attention. With an overall risk score of 0.042, the institution demonstrates notable strengths in fostering sustainable impact, evidenced by a very low gap between its total and leadership-led research impact, and in maintaining publication ethics, with minimal signals of redundant output or academic endogamy. The university's thematic excellence is most pronounced in Economics, Econometrics and Finance; Arts and Humanities; and Business, Management and Accounting, according to SCImago Institutions Rankings data. However, medium-risk indicators related to multiple affiliations, retracted output, and publication in discontinued journals pose a potential challenge to its mission of being a "shining example" of "excellence." These vulnerabilities could undermine the perceived quality and rigor of its research, suggesting a need to align operational practices more closely with its aspirational goals. By addressing these specific areas, the university can leverage its solid integrity foundation to fully realize its vision of academic leadership and exemplary international cooperation.
The institution's Z-score of 1.049 indicates a moderate deviation from the national standard, where the average Z-score is -0.062. This suggests the university shows a greater sensitivity to risk factors associated with affiliation practices than its national peers. While multiple affiliations are often legitimate, this elevated rate signals a need for review to ensure that these collaborations are driven by substantive research partnerships rather than strategic attempts to inflate institutional credit or "affiliation shopping." A proactive verification of affiliation policies would help safeguard the university's reputation and ensure academic contributions are transparently and accurately represented.
With a Z-score of 0.511, the university displays a rate of retractions that moderately deviates from the national average of -0.050. This discrepancy suggests a higher exposure to the factors leading to publication withdrawal compared to its peers. Although some retractions reflect responsible post-publication correction, a rate significantly above the norm can alert to a vulnerability in the institution's integrity culture. It suggests that quality control mechanisms prior to publication may be failing systemically, indicating possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect the institution's academic credibility.
The university demonstrates institutional resilience in managing self-citation, with a Z-score of -0.045 that contrasts sharply with the medium-risk national average of 0.045. This performance indicates that the institution's control mechanisms are effective in mitigating the systemic risks of academic insularity observed elsewhere in the country. By maintaining a low rate of self-citation, the university avoids creating scientific 'echo chambers' and ensures its work is validated by the broader external research community, confirming that its academic influence is based on global recognition rather than endogamous impact inflation.
The institution's Z-score of 0.199 for output in discontinued journals represents a moderate deviation from the national benchmark of -0.024. This finding suggests a greater institutional sensitivity to this risk factor than its peers and constitutes a critical alert regarding due diligence in selecting dissemination channels. A high proportion of publications in such journals indicates that a significant portion of scientific production may be 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 its researchers to avoid wasting resources on 'predatory' or low-quality practices.
The institution exhibits a prudent profile in its authorship practices, with a Z-score of -1.055 that is significantly lower than the national average of -0.721. This indicates that the university manages its processes with more rigor than the national standard. Such a low rate suggests a healthy culture of authorship, effectively distinguishing between necessary massive collaboration and the risk of 'honorary' or political authorship. This commitment to transparency and accountability in crediting contributions reinforces the integrity of its research output.
In this indicator, the institution demonstrates total operational silence, with a Z-score of -1.265 that is even lower than the country's very low-risk average of -0.809. This absence of risk signals is exemplary, indicating that the university's scientific prestige is not dependent on external partners but is driven by its own structural capacity and intellectual leadership. This result confirms that the institution's excellence metrics are a direct result of its internal capabilities, ensuring a sustainable and autonomous research ecosystem.
The university shows strong institutional resilience against the risks of hyperprolific authorship. Its Z-score of -0.732 stands in stark contrast to the medium-risk national average of 0.425, indicating that its control mechanisms effectively mitigate a vulnerability present in the wider system. This low rate suggests a healthy balance between productivity and quality, successfully preventing practices such as coercive authorship or the assignment of credit without real participation. This focus prioritizes the integrity of the scientific record over the pursuit of inflated publication metrics.
The institution's practices show a low-profile consistency with the national standard, with a Z-score of -0.268 reflecting a very low risk that aligns with the country's low-risk average of -0.010. This absence of risk signals demonstrates a commitment to external validation and global visibility. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and ensures its scientific production bypasses academic endogamy, instead facing the rigors of independent, external peer review.
The university displays total operational silence regarding redundant publications, with a Z-score of -0.764 that is well below the already low national average of -0.515. This exemplary performance indicates a complete absence of signals related to data fragmentation or 'salami slicing.' It reflects a strong institutional culture that prioritizes the generation of significant, new knowledge over the artificial inflation of productivity metrics, thereby protecting the integrity of the scientific evidence it contributes to the global community.
