| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.146 | -0.062 |
|
Retracted Output
|
-0.334 | -0.050 |
|
Institutional Self-Citation
|
-1.301 | 0.045 |
|
Discontinued Journals Output
|
2.831 | -0.024 |
|
Hyperauthored Output
|
-1.227 | -0.721 |
|
Leadership Impact Gap
|
1.275 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.186 | -0.515 |
Chongqing College of Electronic Engineering presents a strong scientific integrity profile, reflected in an overall score of 0.190. The institution demonstrates exceptional governance in areas related to authorship and citation practices, with very low risk signals in Institutional Self-Citation, Hyper-Authored Output, Hyperprolific Authors, and Redundant Output. These strengths indicate a robust internal culture focused on quality and ethical contribution. However, this solid foundation is contrasted by significant and medium risks in specific strategic areas. The most critical concern is the Rate of Output in Discontinued Journals, which is a severe outlier. Additionally, the Rate of Multiple Affiliations and the Gap in Impact Dependency suggest a need to review collaboration and publication strategies to ensure they are sustainable and align with best practices. These findings are particularly relevant given the institution's notable research strengths, as evidenced by its SCImago Institutions Rankings in key areas such as Chemistry, Computer Science, Energy, and Engineering. While the institution's specific mission was not available for this analysis, the identified risks—especially publishing in low-quality venues—directly challenge the universal academic values of excellence and social responsibility. To safeguard its reputation and the credibility of its strong thematic areas, it is recommended that the institution prioritize a comprehensive review of its publication and affiliation policies, ensuring that its operational practices fully reflect its evident commitment to scientific integrity.
The institution's Z-score of 0.146 for multiple affiliations marks a moderate deviation from the national standard, where the average Z-score is -0.062. This suggests the institution displays 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 higher rate at the College warrants a closer look. It is important to verify that these affiliations reflect genuine, substantive collaborations rather than strategic attempts to inflate institutional credit through practices like “affiliation shopping,” thereby ensuring that all declared partnerships add tangible value to the research process.
With a Z-score of -0.334, the institution demonstrates a prudent profile regarding retracted publications, performing with more rigor than the national standard (Z-score: -0.050). This favorable result indicates that the institution's quality control mechanisms and supervisory processes are effective. Retractions can sometimes signify responsible self-correction of unintentional errors, and this low rate suggests that such instances are well-managed and that systemic failures leading to malpractice are not a significant concern. This performance reflects a healthy culture of integrity and methodological diligence.
The institution exhibits an exemplary case of preventive isolation from national trends, with a very low Z-score of -1.301 in contrast to the country's medium-risk average of 0.045. This result indicates that the institution does not replicate the risk dynamics observed in its environment. A certain level of self-citation is natural, but the College’s extremely low rate demonstrates a strong outward-looking research culture that avoids scientific isolation or 'echo chambers.' This performance is a clear sign that the institution's academic influence is validated by the global community rather than being inflated by internal dynamics.
This indicator reveals a severe discrepancy requiring immediate attention. The institution's Z-score of 2.831 is a critical anomaly when compared to the low-risk national average of -0.024. This atypical risk activity demands a deep integrity assessment. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. It suggests that a significant portion of the institution's scientific production is being channeled through media that do not meet international ethical or quality standards, exposing the institution to severe reputational risks. An urgent review and implementation of information literacy programs are needed to prevent the misallocation of resources to 'predatory' or low-quality practices.
The institution maintains a very low-risk profile in hyper-authorship (Z-score: -1.227), a position of low-profile consistency that is even more robust than the low-risk national standard (Z-score: -0.721). This absence of risk signals indicates that authorship practices are well-governed and transparent. It suggests the institution successfully distinguishes between necessary massive collaboration, common in 'Big Science,' and the dilutive effects of 'honorary' or political authorship. This responsible approach reinforces individual accountability and the integrity of the research record.
A monitoring alert is triggered for this indicator, as the institution's medium-risk Z-score of 1.275 is an unusual level for the national standard, which sits at a very low-risk -0.809. This wide positive gap suggests that the institution's scientific prestige may be significantly dependent on external partners, with its global impact being much higher than the impact of research where it exercises intellectual leadership. This signals a sustainability risk, indicating that its reputation may be more exogenous than structural. This finding invites a strategic reflection on how to build genuine internal capacity to ensure that excellence metrics are a direct result of the institution's own leadership.
The institution demonstrates effective preventive isolation, with a very low Z-score of -1.413 that stands in sharp contrast to the medium-risk national environment (Z-score: 0.425). This shows the College does not replicate the risk dynamics observed across the country. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This very low score indicates a strong institutional focus on quality over quantity, mitigating risks such as coercive authorship or 'salami slicing.' This commitment ensures that the integrity of the scientific record is prioritized over the inflation of productivity metrics.
The institution's performance shows low-profile consistency with the national environment, with a very low Z-score of -0.268 against the country's low-risk score of -0.010. This absence of risk signals is a positive finding. By not over-relying on its own journals, the institution avoids potential conflicts of interest and academic endogamy, where production might bypass independent external peer review. This practice reinforces the institution's commitment to global visibility and standard competitive validation, ensuring its research is assessed on a level playing field.
In this area, the institution shows total operational silence, with a Z-score of -1.186 indicating an absence of risk signals even below the low-risk national average (-0.515). This exceptional result points to a research culture that prioritizes substantive contributions over artificially inflating publication counts. Massive bibliographic overlap between publications can indicate 'salami slicing'—the practice of dividing a study into minimal units. The College's very low score demonstrates a commitment to publishing coherent, significant new knowledge, thereby strengthening the scientific evidence base and respecting the academic review system.
