| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.036 | -0.062 |
|
Retracted Output
|
0.211 | -0.050 |
|
Institutional Self-Citation
|
-0.537 | 0.045 |
|
Discontinued Journals Output
|
0.243 | -0.024 |
|
Hyperauthored Output
|
-1.189 | -0.721 |
|
Leadership Impact Gap
|
-0.965 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.287 | -0.515 |
Shanghai International Studies University presents a robust scientific integrity profile, with an overall risk score of -0.209 that indicates a general alignment with best practices and effective internal governance. The institution demonstrates exceptional strength in managing risks associated with hyper-prolific authorship, hyper-authorship, and impact dependency, successfully isolating itself from national trends in these areas. This foundation of integrity strongly supports its thematic leadership, as evidenced by its high national rankings in the SCImago Institutions Rankings, particularly in Psychology, Arts and Humanities, Economics, Econometrics and Finance, and Business, Management and Accounting. However, moderate deviations from the national average in the rates of retracted output and publications in discontinued journals present a strategic challenge. These specific vulnerabilities could undermine the credibility essential to its mission of "advancing social progress" and "promoting heart-to-heart communication between China and the rest of the world." Fulfilling this global role requires an unimpeachable reputation, which these risk signals could compromise. By proactively addressing these two areas, the University can fully harmonize its operational practices with its aspirational goals, ensuring its academic excellence is built upon a foundation of unquestionable scientific integrity.
The institution's Z-score of -0.036 is slightly higher than the national average of -0.062. This minimal difference suggests an incipient vulnerability. While the overall risk level is low and consistent with the national context, the University shows slightly more activity in this area than its peers. Multiple affiliations are often legitimate, but this small elevation warrants a review to ensure that these practices are driven by genuine collaboration rather than early signals of strategic attempts to inflate institutional credit or “affiliation shopping.”
With a Z-score of 0.211, the institution shows a moderate deviation from the national average of -0.050. This discrepancy indicates that the University is more exposed to this risk than its national peers, suggesting a potential institutional-level issue. A high rate of retractions, beyond the honest correction of errors, can signal that quality control mechanisms prior to publication may be failing systemically. This vulnerability in the institution's integrity culture points to possible recurring malpractice or a lack of methodological rigor that requires immediate qualitative verification by management to protect its scientific reputation.
The University demonstrates notable institutional resilience, with a Z-score of -0.537, which is significantly lower than the country's medium-risk average of 0.045. This indicates that the institution's control mechanisms are effectively mitigating a systemic risk prevalent in the national environment. By maintaining a low rate of self-citation, the University avoids the creation of scientific 'echo chambers' and ensures its work receives sufficient external scrutiny. This practice confirms that its academic influence is driven by genuine recognition from the global community rather than being inflated by internal dynamics.
The institution's Z-score of 0.243 represents a moderate deviation from the national average of -0.024, highlighting a greater sensitivity to this risk factor compared to its peers. This suggests a critical need for enhanced due diligence in selecting dissemination channels. A significant presence in discontinued journals indicates that a portion of the University's research is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and signals an urgent need for improved information literacy to avoid wasting resources on 'predatory' or low-quality practices.
With a Z-score of -1.189, the institution exhibits a very low-risk profile that is even stronger than the national average of -0.721. This low-profile consistency demonstrates a healthy and transparent authorship culture. The absence of risk signals in this area confirms that the University's collaborative practices are well-aligned with international standards, effectively distinguishing between necessary large-scale collaboration and questionable practices like 'honorary' or political authorship, thereby reinforcing individual accountability.
The institution's Z-score of -0.965, compared to the national average of -0.809, signifies a state of total operational silence in this risk indicator. This exceptionally low score, even below the country's very low-risk baseline, is a clear strength. It indicates that the University's scientific prestige is not dependent on external partners but is instead built upon robust internal capacity and genuine intellectual leadership. This structural self-sufficiency is a key marker of a mature and sustainable research ecosystem.
The University achieves a state of preventive isolation with a Z-score of -1.413, in stark contrast to the national medium-risk average of 0.425. This result is highly positive, showing that the institution does not replicate the risk dynamics observed in its environment. By effectively curbing extreme individual publication volumes, the University fosters a culture that prioritizes quality and meaningful intellectual contribution over sheer quantity, thereby avoiding the risks of coercive authorship or the dilution of scientific integrity for metric-driven goals.
With a Z-score of -0.268, the institution maintains a very low-risk profile, well below the national average of -0.010. This low-profile consistency demonstrates a commendable balance in its publication strategy. By avoiding over-reliance on its own journals, the University mitigates potential conflicts of interest and the risk of academic endogamy. This commitment to independent external peer review enhances the global visibility and credibility of its research output, ensuring it is validated against competitive international standards.
The institution's Z-score of -0.287 indicates a slight divergence from the national context, where the average is -0.515. Although the University's risk level is low, it shows signals of activity that are largely absent in the rest of the country. This suggests the potential for early-stage data fragmentation or 'salami slicing,' where studies might be divided into minimal publishable units to artificially inflate productivity. While not yet a significant issue, this trend warrants monitoring to ensure that the focus remains on publishing significant new knowledge rather than on volume.