| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.074 | -0.062 |
|
Retracted Output
|
-0.259 | -0.050 |
|
Institutional Self-Citation
|
-0.318 | 0.045 |
|
Discontinued Journals Output
|
-0.370 | -0.024 |
|
Hyperauthored Output
|
-0.668 | -0.721 |
|
Leadership Impact Gap
|
-0.720 | -0.809 |
|
Hyperprolific Authors
|
-0.434 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.406 | -0.515 |
East China Normal University demonstrates a robust scientific integrity profile, with an overall risk score of -0.220 indicating a performance significantly stronger than the global average. The institution's primary strength lies in its effective mitigation of systemic risks prevalent at the national level, particularly concerning institutional self-citation and hyperprolific authorship, showcasing a culture that prioritizes external validation and a balance between productivity and quality. The main area for strategic review is the Rate of Multiple Affiliations, which presents a moderate deviation from the national standard and requires attention to ensure affiliation practices are transparent and aligned with international norms. According to SCImago Institutions Rankings data, the university's academic excellence is most pronounced in Social Sciences, Psychology, and Arts and Humanities, where it holds top-tier national and regional rankings. This strong integrity foundation is crucial for achieving its mission to become an "internationally renowned high-level research university." By proactively managing the identified moderate risk, the university can prevent any perception of credit inflation, thereby safeguarding the authenticity of its reputation and ensuring its leadership in research and teacher training is built on a bedrock of unimpeachable scientific practice. This report provides a strategic roadmap to further refine its governance and solidify its status as a benchmark institution.
The institution presents a Z-score of 1.074, while the national average is -0.062. This moderate deviation indicates that the university shows a greater sensitivity to this risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the observed rate suggests a need to review current practices. A disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping,” and this divergence from the national norm warrants an internal assessment to ensure that all affiliations are substantively justified and transparently managed, reinforcing the integrity of the university's collaborative footprint.
With a Z-score of -0.259, the institution demonstrates a more prudent profile compared to the national average of -0.050. This superior performance suggests that the university manages its pre-publication processes with greater rigor than the national standard. Retractions can stem from honest errors or misconduct, but a lower-than-average rate points towards effective quality control and responsible supervision. This result indicates that the institution's mechanisms for ensuring methodological rigor are functioning well, preventing the kinds of systemic failures that can lead to a higher incidence of retractions and reinforcing its commitment to a culture of integrity.
The institution's Z-score of -0.318 contrasts sharply with the national average of 0.045, highlighting significant institutional resilience. While the national context shows a tendency towards higher self-citation, the university's control mechanisms appear to effectively mitigate these systemic risks. A certain level of self-citation is natural, but the university successfully avoids the "echo chambers" that can arise from disproportionately high rates. This demonstrates a commitment to external validation, ensuring the institution's academic influence is built on global community recognition rather than being inflated by endogamous or internal dynamics.
The institution records a Z-score of -0.370, reflecting an almost complete absence of risk, a result that aligns well with the low-risk national environment (Z-score of -0.024). This low-profile consistency demonstrates exceptional due diligence in the selection of dissemination channels. Publishing in journals that are later discontinued poses a critical reputational threat, often associated with 'predatory' or low-quality practices. The university's performance indicates that its researchers are well-informed and its policies effectively steer them away from such outlets, safeguarding institutional prestige and ensuring research resources are invested wisely.
The institution's Z-score for this indicator is -0.668, which, while low, is slightly higher than the national average of -0.721. This subtle difference suggests an incipient vulnerability that warrants review before it escalates. Although extensive author lists are legitimate in 'Big Science' collaborations, their appearance outside these contexts can indicate author list inflation, which dilutes individual accountability. The university's position, slightly above the national baseline, serves as a signal to proactively distinguish between necessary massive collaboration and potential 'honorary' authorship practices to maintain transparency.
With a Z-score of -0.720, the institution shows a slight divergence from the national profile, where the risk is virtually non-existent (Z-score of -0.809). This indicates that the university displays minor signals of risk activity in an area where the country as a whole is exceptionally strong. A positive gap can signal a dependency on external partners for impact, suggesting that prestige may be more exogenous than structural. While the current level is low, this divergence invites a strategic reflection on how to further empower and increase the visibility of research where the institution exercises full intellectual leadership, thereby ensuring its reputation for excellence is built upon its own sustainable capacity.
The institution's Z-score of -0.434 demonstrates notable institutional resilience when compared to the national average of 0.425. In a national context where hyperprolific authorship is a more visible phenomenon, the university maintains a significantly lower rate. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution and may signal an imbalance between quantity and quality. The university’s strong performance suggests that its internal culture and control mechanisms effectively mitigate risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record, fostering a healthier research environment.
The institution's Z-score of -0.268 signifies a near-total absence of this risk, a position of low-profile consistency that is even stronger than the low-risk national average of -0.010. This performance indicates a firm commitment to external, independent validation for its research. By avoiding dependence on its own journals, the university effectively sidesteps potential conflicts of interest and the risk of academic endogamy, where production might bypass rigorous external peer review. This strategy enhances the global visibility and credibility of its scientific output, ensuring it competes on the international stage.
The institution shows a slight divergence from the national standard, with a Z-score of -0.406 compared to the country's very low score of -0.515. This indicates that the university displays a minor signal of risk activity that is not as prevalent in the rest of the country. Massive bibliographic overlap between publications can be an indicator of 'salami slicing'—the practice of fragmenting a study into minimal units to artificially inflate productivity. While the risk level is low, this divergence warrants attention to ensure institutional incentives prioritize the generation of significant new knowledge over the volume of publications, thereby protecting the integrity of the scientific record.