| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.208 | -0.062 |
|
Retracted Output
|
0.868 | -0.050 |
|
Institutional Self-Citation
|
0.346 | 0.045 |
|
Discontinued Journals Output
|
-0.099 | -0.024 |
|
Hyperauthored Output
|
-1.207 | -0.721 |
|
Leadership Impact Gap
|
-1.115 | -0.809 |
|
Hyperprolific Authors
|
-0.530 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.567 | -0.515 |
Shanghai University of Engineering Science presents a profile of high integrity and operational soundness, marked by significant strengths in research autonomy and publication ethics, yet concurrently facing a critical vulnerability that requires immediate attention. The institution's overall risk score is a low 0.013, reflecting robust performance in areas such as intellectual leadership, where the impact of its self-led research is notably strong, and in maintaining low rates of hyper-authorship and redundant publications. However, this commendable foundation is severely undermined by a significant alert in the rate of retracted output, which is atypically high for the national context. According to SCImago Institutions Rankings data, the university demonstrates notable research strengths in key thematic areas, including Energy, Environmental Science, Mathematics, and Physics and Astronomy. The high rate of retractions poses a direct threat to the credibility of these and other research areas, contradicting the universal academic mission of pursuing excellence and upholding social responsibility. To safeguard its reputation and the integrity of its scientific contributions, it is imperative that the institution leverages its solid governance framework to conduct a thorough review of its pre-publication quality control mechanisms and research ethics protocols.
The institution demonstrates a prudent approach to academic collaboration, with a Z-score of -0.208, which is lower than the national average of -0.062. This indicates that the university manages its affiliation processes with more rigor than the national standard. While multiple affiliations are a normal part of modern research, this controlled rate suggests that the institution effectively avoids practices like “affiliation shopping” or strategic inflation of institutional credit, ensuring that collaborations are substantive and transparent.
A severe discrepancy exists between the institution's performance and the national context regarding retracted publications. With a Z-score of 0.868 against a low national average of -0.050, the university's rate of retractions is atypical and signals a need for a deep integrity assessment. Retractions are complex, but a rate this significantly higher than the norm suggests a potential systemic failure in pre-publication quality control mechanisms. This vulnerability in the institution's integrity culture may point to recurring methodological issues or a lack of rigorous supervision, requiring immediate qualitative verification by management to prevent further reputational damage.
The institution shows a high exposure to risks associated with self-citation, with a Z-score of 0.346, considerably above the national average of 0.045. This indicates that the university is more prone than its national peers to practices that could lead to scientific isolation. While some self-citation is natural, this elevated rate warns of a potential 'echo chamber' dynamic, where the institution's work may be validated internally without sufficient external scrutiny. This pattern risks creating an endogamous inflation of impact, where academic influence is oversized by internal dynamics rather than by recognition from the global scientific community.
With a Z-score of -0.099, well below the national average of -0.024, the institution exhibits a prudent and diligent profile in its choice of publication venues. This demonstrates a more rigorous management of its dissemination channels compared to the national standard. By effectively avoiding discontinued journals, the university protects itself from the severe reputational risks associated with predatory or low-quality publishing practices, ensuring that its research output appears in credible and ethically sound outlets.
The institution maintains a very low-risk profile in authorship practices, with a Z-score of -1.207, which is even more conservative than the low-risk national average of -0.721. This absence of risk signals is consistent with the national standard and points to a healthy culture of accountability. By avoiding the inflation of author lists, the university ensures that credit is assigned transparently and responsibly, effectively distinguishing its legitimate large-scale collaborations from questionable practices like 'honorary' or political authorship.
The institution demonstrates exceptional scientific autonomy, with a Z-score of -1.115, indicating a complete absence of risk signals and performance that surpasses the already strong national average of -0.809. A low score in this indicator is highly positive, signifying that the impact of research led by the institution's own authors is robust and not dependent on external partners. This reflects a high degree of internal capacity and intellectual leadership, confirming that its scientific prestige is structural and sustainable, rather than reliant on collaborations where it does not lead.
The university demonstrates notable institutional resilience by effectively mitigating a risk that is more prevalent at the national level. Its low Z-score of -0.530 contrasts sharply with the medium-risk national average of 0.425, suggesting that its internal control mechanisms are successfully preventing the emergence of hyperprolific publication patterns. While high productivity can be legitimate, extreme volumes often challenge the plausibility of meaningful intellectual contribution. The institution's ability to curb this trend indicates a culture that prioritizes the quality and integrity of the scientific record over sheer publication volume.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals for publication, a rate that is significantly more conservative than the national average of -0.010. This near-absence of risk signals aligns with best practices for scientific integrity. By favoring external, independent peer review over in-house channels, the university avoids potential conflicts of interest and the risk of academic endogamy. This commitment to competitive, external validation enhances the global visibility and credibility of its research output.
The institution exhibits total operational silence regarding redundant publications, with a Z-score of -0.567, which is even lower than the very low-risk national average of -0.515. This indicates an exemplary commitment to producing substantive and original work. By avoiding practices like 'salami slicing'—where studies are fragmented into minimal publishable units to inflate productivity metrics—the university ensures its research contributes meaningful new knowledge, thereby strengthening the scientific record and respecting the resources of the peer-review system.