| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.332 | -0.062 |
|
Retracted Output
|
1.216 | -0.050 |
|
Institutional Self-Citation
|
-0.921 | 0.045 |
|
Discontinued Journals Output
|
1.097 | -0.024 |
|
Hyperauthored Output
|
-0.900 | -0.721 |
|
Leadership Impact Gap
|
-1.126 | -0.809 |
|
Hyperprolific Authors
|
-0.827 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.186 | -0.515 |
Zhejiang Shuren University presents a dual profile in scientific integrity, marked by areas of exceptional governance alongside critical vulnerabilities that require immediate attention. With an overall integrity score of 0.301, the institution demonstrates significant strengths in maintaining scientific independence and research quality, particularly with very low-risk indicators in Institutional Self-Citation, Redundant Output, and the gap between its overall and led-research impact. However, these achievements are overshadowed by a significant-risk rating in Retracted Output and medium-risk levels in Multiple Affiliations and publications in Discontinued Journals. These specific weaknesses pose a direct threat to the University's reputation, which is otherwise bolstered by strong national rankings in key thematic areas such as Economics, Econometrics and Finance (ranked 92nd in China), Energy (95th), Pharmacology, Toxicology and Pharmaceutics (145th), and Psychology (176th), according to SCImago Institutions Rankings data. The identified integrity risks, especially the high rate of retractions, fundamentally contradict the principles of academic excellence and social responsibility inherent to any leading HEI's mission. To safeguard its thematic strengths and ensure long-term credibility, the University must prioritize a strategic intervention focused on reinforcing pre-publication quality controls and enhancing researcher guidance on ethical publication practices.
The institution's Z-score of 0.332 shows a moderate deviation from the national average of -0.062. This suggests the University is more sensitive than its national peers to practices that can inflate institutional credit. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the observed divergence warrants a review to ensure these affiliations are a product of genuine collaboration rather than strategic attempts at “affiliation shopping,” which could artificially boost institutional metrics without a corresponding increase in substantive contribution.
A Z-score of 1.216 represents a severe discrepancy when compared to the low-risk national average of -0.050. This atypical level of risk activity is a critical alert. Retractions can sometimes signify responsible error correction, but a rate this far above the norm suggests that the institution's quality control mechanisms prior to publication may be failing systemically. This vulnerability in the integrity culture points to possible recurring malpractice or a lack of methodological rigor that requires an immediate and deep qualitative verification by management to protect the institution's scientific reputation.
The University demonstrates preventive isolation from national trends with a Z-score of -0.921, in stark contrast to the country's medium-risk average of 0.045. This excellent result indicates that the institution does not replicate the risk dynamics of endogamous impact inflation observed elsewhere. A certain level of self-citation is natural, but this very low rate confirms that the institution's work is validated by sufficient external scrutiny, avoiding 'echo chambers' and ensuring its academic influence is a result of genuine recognition by the global community rather than internal dynamics.
With a Z-score of 1.097, the institution shows a moderate deviation from the national benchmark of -0.024. This indicates a greater institutional sensitivity to the risk of publishing in questionable venues compared to its peers. This pattern constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. It suggests that a portion of scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to severe reputational risks and signaling an urgent need for improved information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution maintains a prudent profile with a Z-score of -0.900, managing its processes with more rigor than the national standard (-0.721). This indicates a commendable control over authorship practices. The data suggests the University effectively distinguishes between necessary massive collaboration, common in 'Big Science,' and potential author list inflation. This responsible approach helps maintain individual accountability and transparency, preventing the dilution of credit through 'honorary' or political authorship.
The institution shows total operational silence in this area, with a Z-score of -1.126 that is even lower than the already minimal-risk national average of -0.809. This is an indicator of profound scientific health and sustainability. The minimal gap demonstrates that the institution's scientific prestige is not dependent on external partners but is driven by its own structural capacity and intellectual leadership. This result confirms that its excellence metrics are a direct reflection of strong internal capabilities, a hallmark of a self-reliant and impactful research institution.
The University demonstrates institutional resilience, with a low-risk Z-score of -0.827, effectively mitigating a risk that is more prevalent at the national level (0.425). This suggests that robust control mechanisms are in place to foster a healthy balance between quantity and quality in scientific output. By managing this indicator well, the institution avoids the risks associated with extreme publication volumes, such as coercive authorship or the assignment of credit without real participation, thereby prioritizing the integrity of the scientific record over the simple inflation of metrics.
With a Z-score of -0.268, the institution exhibits low-profile consistency, as its absence of risk signals aligns with the low-risk national standard (-0.010). This indicates a healthy and appropriate use of in-house journals. The low dependence on these channels demonstrates a strong commitment to independent, external peer review, which is essential for limiting conflicts of interest and avoiding academic endogamy. This practice enhances the global visibility and credibility of the University's research, ensuring its work is validated through standard competitive processes.
The institution reflects total operational silence on this indicator, with a Z-score of -1.186 that is significantly better than the already very low national average of -0.515. This exceptional result signals a strong institutional culture that prioritizes substance over volume. It indicates a clear rejection of data fragmentation or 'salami slicing'—the practice of dividing a coherent study into minimal publishable units to artificially inflate productivity. This commitment to publishing complete and significant work strengthens the scientific record and reflects a mature understanding of research ethics.
