| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.261 | -0.062 |
|
Retracted Output
|
-0.493 | -0.050 |
|
Institutional Self-Citation
|
0.627 | 0.045 |
|
Discontinued Journals Output
|
-0.173 | -0.024 |
|
Hyperauthored Output
|
-0.994 | -0.721 |
|
Leadership Impact Gap
|
-1.094 | -0.809 |
|
Hyperprolific Authors
|
-0.974 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.898 | -0.515 |
East China Institute of Technology presents a robust scientific integrity profile, with an overall risk score of -0.399 indicating performance that is significantly better than the global average. The institution demonstrates exceptional strengths in maintaining very low-risk levels across a majority of indicators, particularly in the Rate of Retracted Output, Gap in Leadership Impact, Rate of Hyperprolific Authors, and Rate of Redundant Output. These results point to a solid foundation of quality control and a research culture that prioritizes substance. However, this strong performance is contrasted by medium-risk alerts in the Rate of Multiple Affiliations and the Rate of Institutional Self-Citation, which are notably higher than the national average and require strategic attention. According to SCImago Institutions Rankings data, the institution's thematic strengths are most prominent in Earth and Planetary Sciences, Social Sciences, and Environmental Science. While the institution's specific mission was not available for this analysis, the identified risks in affiliation and citation practices could potentially challenge any mission centered on achieving global excellence through transparent and externally validated impact. By leveraging its considerable strengths in research integrity, the institution is well-positioned to address these specific vulnerabilities and further solidify its reputation as a leader in responsible and high-quality research.
The institution's Z-score of 0.261 for this indicator shows a moderate deviation from the national Z-score of -0.062. This suggests that the center is more sensitive to risk factors related to affiliation practices than its national peers. While multiple affiliations are often a legitimate result of collaboration, this elevated rate warrants a review. It could signal strategic attempts to inflate institutional credit or "affiliation shopping," where researchers use multiple affiliations to maximize visibility or resources. A proactive review of institutional policies on affiliation is recommended to ensure they promote genuine collaboration and transparency.
With a Z-score of -0.493, the institution demonstrates an almost complete absence of risk signals, a result that aligns with the low-risk national standard (Z-score: -0.050). This low-profile consistency is a strong positive indicator. Retractions can be complex, but a rate this far below the average suggests that the institution's quality control mechanisms prior to publication are functioning effectively. This performance reflects a mature integrity culture and robust methodological rigor, safeguarding the institution's scientific reputation.
The institution exhibits high exposure to this risk, with a Z-score of 0.627 that is significantly higher than the national average of 0.045. Although both fall within the medium-risk category, the institution is far more prone to this behavior. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate signals a potential "echo chamber" where the institution validates its own work without sufficient external scrutiny. This practice carries the risk of endogamous impact inflation, suggesting that the institution's academic influence may be oversized by internal dynamics rather than by recognition from the global scientific community.
The institution displays a prudent profile with a Z-score of -0.173, indicating it manages its publication processes with more rigor than the national standard (Z-score: -0.024). This performance demonstrates a commendable level of due diligence in selecting dissemination channels. By effectively avoiding journals that do not meet international ethical or quality standards, the institution protects its researchers and its reputation from the risks associated with "predatory" or low-quality publishing practices, ensuring that its scientific output is channeled through credible and impactful venues.
With a Z-score of -0.994, the institution shows a prudent profile, managing authorship practices more rigorously than the national standard (Z-score: -0.721). This low rate indicates that the institution effectively distinguishes between necessary large-scale collaboration and potential author list inflation. This suggests a healthy research environment that values transparency and individual accountability, successfully avoiding practices like "honorary" or political authorship that can dilute the meaning of scholarly contribution.
The institution's Z-score of -1.094 signifies a total operational silence in this risk area, performing even better than the strong national average (Z-score: -0.809). A low gap indicates that the institution's scientific prestige is structural and sustainable, built upon its own intellectual leadership rather than being dependent on external partners. This result is a powerful indicator of genuine internal capacity and suggests that the institution's excellence metrics are a direct result of its own research capabilities.
This indicator reveals a case of preventive isolation, where the institution (Z-score: -0.974) does not replicate the risk dynamics observed at the national level (Z-score: 0.425). While the country shows a medium level of risk, the institution maintains a near-zero incidence of hyperprolificacy. This suggests a culture that successfully balances productivity with quality, avoiding the risks associated with extreme publication volumes, such as coercive authorship or prioritizing metrics over the integrity of the scientific record. It is a clear sign of a healthy and responsible research environment.
The institution's Z-score of -0.268 demonstrates low-profile consistency, aligning with the low-risk national environment (Z-score: -0.010). This very low rate of publishing in its own journals is a positive sign of a commitment to external validation. It indicates that the institution avoids potential conflicts of interest and academic endogamy by ensuring its scientific production undergoes independent, external peer review. This practice enhances the global visibility and credibility of its research, steering clear of using internal channels as potential "fast tracks" for publication.
With a Z-score of -0.898, the institution shows a total operational silence regarding this risk, performing significantly better than the already low-risk national average (Z-score: -0.515). This near-absence of redundant publications indicates a strong institutional focus on producing coherent, significant studies rather than artificially inflating productivity by fragmenting data into "minimal publishable units." This commitment to generating substantial new knowledge, rather than just volume, strengthens the integrity of the scientific record and reflects a highly responsible research culture.
