| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.018 | -0.062 |
|
Retracted Output
|
-0.306 | -0.050 |
|
Institutional Self-Citation
|
-1.582 | 0.045 |
|
Discontinued Journals Output
|
0.160 | -0.024 |
|
Hyperauthored Output
|
-1.204 | -0.721 |
|
Leadership Impact Gap
|
2.247 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.186 | -0.515 |
Zhejiang International Studies University demonstrates a strong scientific integrity profile, with an overall risk score of -0.416 that positions it favorably below the global average. The university exhibits exceptional control over most integrity indicators, showing very low risk in areas such as institutional self-citation, hyper-authorship, and redundant publications, which suggests robust internal governance and a culture of responsible research. However, two areas require strategic attention: a medium-risk level for publishing in discontinued journals and a significant gap between the impact of its total output and the impact of research where it holds a leadership role. According to SCImago Institutions Rankings data, the university's academic strengths are most prominent in Arts and Humanities (ranked 232nd in China), Psychology (310th), and Business, Management and Accounting (360th), underscoring its focused disciplinary impact within the national context. The university's overall low-risk profile aligns with the universal academic values of excellence and social responsibility. The identified weaknesses, particularly the reliance on external leadership for impact and the use of low-quality publication channels, could undermine this commitment by creating a perception of dependent rather than inherent excellence. A strategic focus on strengthening intellectual leadership and improving publication due diligence will be crucial to solidifying its reputation and ensuring its research contributions are both impactful and sustainable.
The institution's Z-score of -1.018 for multiple affiliations is significantly lower than the national average of -0.062. This indicates an exceptionally low incidence of this practice, aligning with the low-risk profile observed nationally but demonstrating even greater control. The data suggests that the university's affiliations are managed with clarity and transparency, avoiding patterns that could be interpreted as strategic attempts to inflate institutional credit or "affiliation shopping." This conservative and clear approach reinforces the integrity of its collaborative footprint.
With a Z-score of -0.306, the university's rate of retracted output is lower than the national average of -0.050. This prudent profile suggests that the institution's quality control and supervision mechanisms are more rigorous than the national standard. Retractions can be complex, but a lower-than-average rate indicates that pre-publication review processes are effectively minimizing both unintentional errors and potential malpractice, thereby safeguarding the institution's reputation and contributing to a culture of scientific integrity.
The institution shows a Z-score of -1.582 for institutional self-citation, in stark contrast to the national average of 0.045, which indicates a medium level of risk. This demonstrates a clear operational divergence, where the university successfully avoids the trend of endogamous citation practices seen elsewhere in the country. The institution's exceptionally low rate suggests its research is validated through broad external scrutiny rather than within an internal 'echo chamber.' This commitment to external engagement enhances the credibility of its academic influence, confirming it is based on global community recognition, not internal dynamics.
The university's Z-score for output in discontinued journals is 0.160, a medium-risk value that deviates moderately from the low-risk national average of -0.024. This suggests the institution is more exposed than its national peers to publishing in channels that fail to meet international quality or ethical standards. A high proportion of publications in such journals is a critical alert regarding due diligence in dissemination. This finding points to a potential vulnerability and an urgent need to enhance information literacy among researchers to avoid channeling valuable work into 'predatory' or low-quality outlets, which poses a significant reputational risk.
The institution's Z-score of -1.204 for hyper-authored output is notably lower than the national average of -0.721. This result indicates a very low prevalence of publications with extensive author lists, consistent with the low-risk national context but demonstrating even more conservative authorship practices. This suggests that the university's research culture effectively promotes clear accountability and avoids the risk of 'honorary' or inflated authorship, ensuring that credit is transparently and appropriately assigned.
A significant monitoring alert is raised by the institution's Z-score of 2.247 in this indicator, which is unusually high compared to the very low-risk national average of -0.809. This wide positive gap reveals that while the university's overall research impact is high, the impact of work where it exercises intellectual leadership is comparatively low. This signals a potential sustainability risk, suggesting that its scientific prestige may be heavily dependent on external partners rather than being structurally generated from within. This finding invites a strategic reflection on whether the institution's excellence metrics stem from its own core capacities or from a positioning in collaborations where it does not lead, a dynamic that could hinder long-term autonomous growth.
The university's Z-score of -1.413 for hyperprolific authors marks a clear and positive separation from the national average of 0.425, which falls into the medium-risk category. This indicates that the institution is effectively insulated from national trends toward extreme individual publication volumes. By avoiding this risk, the university fosters an environment that prioritizes the quality and integrity of the scientific record over sheer quantity. This preventive stance mitigates the potential for practices like coercive authorship or superficial contributions, ensuring that authorship reflects meaningful intellectual engagement.
With a Z-score of -0.268, the institution's rate of publication in its own journals is very low, aligning with the low-risk national average of -0.010 but showing even greater prudence. This demonstrates a strong commitment to external validation and global visibility. By not relying on in-house journals, the university avoids potential conflicts of interest and the risk of academic endogamy, where production might bypass rigorous, independent peer review. This practice ensures its research competes on the global stage and is not channeled through internal 'fast tracks,' reinforcing the credibility of its scholarly output.
The institution demonstrates total operational silence in this area, with a Z-score of -1.186 that is significantly lower than the already very low national average of -0.515. This exceptional result indicates a near-complete absence of redundant or fragmented publications. The data strongly suggests that the university's research culture values the publication of coherent, significant studies over the artificial inflation of output through 'salami slicing.' This practice not only upholds the integrity of the scientific record but also respects the academic review system by prioritizing substance over volume.
