| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.106 | -0.062 |
|
Retracted Output
|
-0.362 | -0.050 |
|
Institutional Self-Citation
|
0.126 | 0.045 |
|
Discontinued Journals Output
|
-0.159 | -0.024 |
|
Hyperauthored Output
|
-1.167 | -0.721 |
|
Leadership Impact Gap
|
-0.904 | -0.809 |
|
Hyperprolific Authors
|
-0.371 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.746 | -0.515 |
China Three Gorges University demonstrates a robust and commendable scientific integrity profile, reflected in an overall risk score of -0.350. This score indicates a governance model that effectively mitigates most of the common vulnerabilities in academic publishing. The institution's primary strengths lie in its remarkable scientific autonomy, with a minimal gap between its overall impact and the impact of research under its direct leadership, alongside a near-total absence of questionable authorship practices such as hyper-authorship or redundant publications. The only area requiring strategic attention is a moderate rate of institutional self-citation, which, while aligned with the national risk level, is slightly more pronounced at the institutional level. According to SCImago Institutions Rankings data, the university's research excellence is particularly notable in key thematic areas including Energy, Business, Management and Accounting, Mathematics, and Computer Science. Although the institution's specific mission was not available for this analysis, this strong integrity performance is fundamental to the universal academic mission of pursuing excellence and upholding social responsibility. Proactively managing the tendency towards self-citation will be crucial to ensure that the institution's recognized prestige is unequivocally supported by broad, external validation, thereby reinforcing its commitment to transparent and globally impactful science.
The institution presents a Z-score of -0.106, a value that indicates a more controlled environment than the national average of -0.062. This suggests that the university manages its affiliation processes with greater rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the university's prudent profile minimizes the risk of using this practice strategically to inflate institutional credit. This controlled approach reflects a clear and transparent policy regarding how researchers represent their institutional ties, contributing to a healthier and more accountable academic ecosystem.
With a Z-score of -0.362, significantly lower than the national average of -0.050, the university demonstrates an exceptionally strong performance in research quality control. This prudent profile suggests that its internal review and supervision mechanisms are more rigorous than the national standard. Retractions are complex events, but such a low rate indicates that the institution's quality assurance processes are highly effective at preventing systemic errors or potential malpractice from reaching publication. This commitment to methodological rigor before dissemination reinforces the credibility of its scientific output and protects its institutional reputation.
The university's Z-score for this indicator is 0.126, which is higher than the national average of 0.045, although both fall within a medium-risk context. This reveals a high exposure to this particular risk, suggesting the institution is more prone than its national peers to internal citation dynamics. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this elevated rate warns of a potential 'echo chamber' where work is validated internally without sufficient external scrutiny. This tendency towards endogamous impact inflation should be monitored to ensure the institution's academic influence is driven by global community recognition rather than being oversized by internal dynamics.
The institution's Z-score of -0.159 is notably better than the national average of -0.024, indicating a more prudent and informed selection of publication venues. This suggests that the university's researchers exercise greater due diligence than their national counterparts. A low rate of publication in discontinued journals is a strong sign of institutional health, as it shows an effective avoidance of channels that fail to meet international ethical or quality standards. This protects the university from reputational damage and ensures that research efforts are not wasted on 'predatory' or low-quality platforms, reflecting a high level of information literacy within the community.
With a Z-score of -1.167, the institution shows a near-complete absence of hyper-authored publications, a figure that is significantly stronger than the already low-risk national average of -0.721. This low-profile consistency demonstrates an exemplary alignment with best practices in authorship. While extensive author lists are legitimate in 'Big Science,' their absence here suggests a culture that values transparency and individual accountability. This serves as a clear signal that the university effectively prevents practices like author list inflation or 'honorary' authorships, reinforcing the integrity of its research contributions.
The university exhibits a Z-score of -0.904, indicating an almost non-existent gap and a performance even stronger than the national average of -0.809. This signals total operational silence in terms of dependency risk, showcasing exceptional scientific autonomy. The data suggests that the institution's scientific prestige is structural and generated from its own intellectual leadership, rather than being dependent on collaborations where it does not lead. This is a powerful indicator of a mature, sustainable, and self-sufficient research capacity, where excellence is the result of genuine internal capabilities.
The institution maintains a low-risk Z-score of -0.371, demonstrating institutional resilience against a risk that is more pronounced at the national level (Z-score of 0.425). This contrast suggests that the university's internal control mechanisms are effectively mitigating the systemic pressures that can lead to hyperprolificacy. While high productivity can be legitimate, extreme volumes often challenge the limits of meaningful intellectual contribution. The university's controlled environment indicates a healthy balance between quantity and quality, successfully curbing risks such as coercive authorship or the prioritization of metrics over the integrity of the scientific record.
With a Z-score of -0.268, the university shows a very low reliance on its own journals, a position that is markedly more robust than the national low-risk average of -0.010. This low-profile consistency reflects a strong commitment to external validation and global visibility. By largely avoiding in-house journals, the institution sidesteps potential conflicts of interest and the risk of academic endogamy, where production might bypass rigorous, independent peer review. This practice ensures its research is tested and recognized in the broader international scientific community, reinforcing the credibility and competitiveness of its output.
The institution's Z-score of -0.746 is exceptionally low, indicating a near-total absence of this practice and outperforming the already strong national average of -0.515. This operational silence is a clear indicator of a research culture that prioritizes substance over volume. The data suggests that researchers are focused on producing coherent, significant studies rather than artificially inflating their publication count by fragmenting work into 'minimal publishable units.' This commitment to the integrity of the scientific record not only enhances the value of each publication but also shows respect for the academic review system.
