| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.893 | -0.062 |
|
Retracted Output
|
-0.193 | -0.050 |
|
Institutional Self-Citation
|
-0.689 | 0.045 |
|
Discontinued Journals Output
|
0.169 | -0.024 |
|
Hyperauthored Output
|
-0.791 | -0.721 |
|
Leadership Impact Gap
|
-0.699 | -0.809 |
|
Hyperprolific Authors
|
-0.793 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.006 | -0.515 |
Wuyi University presents a balanced and robust scientific integrity profile, with an overall score of -0.050 that reflects a solid alignment with international standards. The institution demonstrates significant strengths in mitigating systemic risks, particularly in its low rates of institutional self-citation and hyperprolific authorship, where it outperforms national trends. These areas of excellence suggest effective internal governance and a culture that prioritizes quality over mere quantity. However, the analysis also identifies two areas requiring strategic attention: a moderate deviation from national norms in the Rate of Multiple Affiliations and the Rate of Output in Discontinued Journals. These vulnerabilities, while not critical, could pose reputational risks if left unaddressed. According to SCImago Institutions Rankings data, the university's research prowess is most prominent in fields such as Earth and Planetary Sciences, Pharmacology, Toxicology and Pharmaceutics, and Biochemistry, Genetics and Molecular Biology. As the institution's specific mission was not available for this analysis, it is assessed against the universal academic values of excellence and integrity. The identified risks, especially concerning publication channels and affiliation strategies, could potentially undermine the credibility of these high-performing areas. To safeguard its strong reputation and ensure the long-term impact of its research, it is recommended that the university focuses on reinforcing its due diligence and affiliation policies, thereby transforming areas of moderate risk into further evidence of its commitment to scientific integrity.
The institution exhibits a Z-score of 1.893, a figure that places it in a medium-risk category and contrasts with the country's low-risk average of -0.062. This moderate deviation suggests the university is more sensitive to this particular risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the significantly higher rate here warrants a review of internal dynamics. The data points to a potential strategic use of affiliations aimed at inflating institutional credit or engaging in “affiliation shopping,” a practice that could dilute the university's distinct academic identity and misrepresent its collaborative contributions.
With a Z-score of -0.193, the institution demonstrates a prudent profile in managing its published record, performing more rigorously than the national standard (Z-score: -0.050), with both values situated in a low-risk context. Retractions are complex events, but this lower-than-average rate suggests that the university's quality control and supervision mechanisms are effective. This performance indicates a strong culture of integrity and methodological rigor, where potential errors are likely identified and corrected prior to publication, reinforcing the reliability of its scientific output.
The university's Z-score of -0.689 (low risk) showcases notable institutional resilience when compared to the national Z-score of 0.045 (medium risk). This positive gap indicates that the institution's control mechanisms are successfully mitigating a systemic risk prevalent in the country. A certain level of self-citation is natural, but the university effectively avoids the trend towards creating scientific 'echo chambers.' This low rate demonstrates that the institution's academic influence is validated by the broader global community rather than being inflated by internal dynamics, signaling healthy external engagement and scrutiny.
The institution's Z-score of 0.169 (medium risk) marks a moderate deviation from the national average of -0.024 (low risk), indicating a greater institutional sensitivity to this risk factor. This score serves as a critical alert regarding the due diligence applied in selecting dissemination channels. It suggests that a significant portion of the university's scientific production is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and points to an urgent need to enhance information literacy among its researchers to avoid channeling valuable resources into 'predatory' or low-impact publications.
With a Z-score of -0.791, the institution maintains a prudent profile that is even more rigorous than the low-risk national standard of -0.721. This indicates that the university manages its authorship attribution processes with exceptional care. The data suggests a clear understanding of when extensive author lists are legitimate, such as in "Big Science," and an effective avoidance of practices like author list inflation or 'honorary' authorships. This commitment to transparency reinforces individual accountability and the integrity of its collaborative research.
The institution's Z-score of -0.699 (low risk) reveals a slight divergence from the country's very low-risk profile (Z-score: -0.809). This subtle difference signals a minor risk activity that is not as prevalent in the rest of the country. It suggests that the university's scientific prestige may have a minor dependency on external collaborations where it does not hold intellectual leadership. While its overall performance is strong, this gap invites strategic reflection on strengthening internal research capacity to ensure that its high impact is structurally sustainable and driven by its own leadership.
The institution demonstrates remarkable resilience with a Z-score of -0.793 (low risk), standing in stark contrast to the medium-risk national average of 0.425. This performance indicates that its internal control mechanisms are highly effective at mitigating a systemic national vulnerability. The university successfully avoids the risks associated with extreme individual publication volumes, which can challenge the limits of meaningful intellectual contribution. This result points to a healthy balance between quantity and quality, discouraging practices like coercive authorship or 'salami slicing' and protecting the integrity of its scientific record.
With a Z-score of -0.268, the institution operates in a very low-risk zone, showing low-profile consistency and performing even better than the low-risk national average of -0.010. This absence of risk signals is commendable. By minimizing its reliance on in-house journals, the university effectively avoids potential conflicts of interest and the risk of academic endogamy. This practice ensures that its scientific production consistently undergoes independent external peer review, thereby maximizing its global visibility and validating its research against competitive international standards.
The institution's Z-score of -0.006 (low risk) indicates a slight divergence from the national profile, which sits at a very low-risk Z-score of -0.515. This gap, though minor, suggests the presence of risk signals that are largely absent in the broader national context. It points to a potential, albeit minimal, tendency toward data fragmentation or 'salami slicing'—the practice of dividing a single study into multiple publications to artificially inflate productivity. While the current level is low, it represents an incipient vulnerability that warrants monitoring to ensure research contributions remain significant and coherent.