| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.218 | -0.062 |
|
Retracted Output
|
1.169 | -0.050 |
|
Institutional Self-Citation
|
-0.066 | 0.045 |
|
Discontinued Journals Output
|
-0.019 | -0.024 |
|
Hyperauthored Output
|
-1.195 | -0.721 |
|
Leadership Impact Gap
|
-0.234 | -0.809 |
|
Hyperprolific Authors
|
0.936 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.168 | -0.515 |
Chongqing University of Post and Telecommunications presents a generally positive scientific integrity profile, with an overall risk score of 0.309, indicating a solid foundation but with specific, critical areas requiring strategic intervention. The institution demonstrates notable strengths in maintaining very low-risk levels for hyper-authored output and publication in institutional journals, suggesting robust policies on authorship accountability and a commitment to external validation. However, this is contrasted by a significant alert in the rate of retracted output and a medium-level risk concerning hyperprolific authors, which demand immediate attention. According to SCImago Institutions Rankings data, the university's scientific excellence is concentrated in key areas such as Earth and Planetary Sciences, Computer Science, Mathematics, and Medicine, where it holds top-tier national and global positions. While the institution's specific mission was not available for this analysis, the identified risk in retracted publications directly challenges the universal academic values of excellence and reliability. To safeguard its strong reputation in its leading fields, it is recommended that the university undertakes a qualitative review of its pre-publication quality control mechanisms and authorship policies, ensuring its operational practices fully align with its demonstrated scientific leadership.
The institution demonstrates a prudent profile in managing academic affiliations, with a Z-score of -0.218, which is more rigorous than the national standard of -0.062. This indicates that the university's processes for declaring affiliations are managed with greater control than the national average. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this lower-than-average score suggests the institution effectively avoids practices that could be perceived as strategic attempts to inflate institutional credit or “affiliation shopping,” reflecting a clear and transparent approach to collaborative work.
A severe discrepancy exists between the institution's Z-score of 1.169 and the national average of -0.050. This atypical level of risk activity requires a deep integrity assessment. Retractions are complex events, but a rate so significantly higher than the national norm suggests that quality control mechanisms prior to publication may be failing systemically. This value is a critical alert to a potential vulnerability in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that warrants immediate qualitative verification by management to protect its scientific reputation.
The university shows strong institutional resilience, with a Z-score of -0.066, effectively mitigating the systemic risks observed at the national level, where the average score is 0.045. While a certain level of self-citation is natural, the country's average suggests a tendency towards insular validation. In contrast, the institution's lower score indicates that its control mechanisms are successful in promoting external scrutiny and avoiding the 'echo chambers' that can lead to endogamous impact inflation. This demonstrates a commitment to having its academic influence validated by the global community rather than relying on internal dynamics.
The institution's risk level for publishing in discontinued journals is in line with statistical normality for its context, with a Z-score of -0.019, which is nearly identical to the national average of -0.024. This alignment indicates that the university's practices in selecting publication venues are consistent with the standards of its peers. The low score suggests that researchers are exercising appropriate due diligence in choosing dissemination channels, effectively avoiding the reputational risks and wasted resources associated with 'predatory' or low-quality journals.
With a Z-score of -1.195, the institution exhibits a very low-risk profile that is even stronger than the low-risk national standard (-0.721). This low-profile consistency demonstrates an absence of risk signals related to authorship inflation. In fields where extensive author lists are not the norm, a low score like this is a positive indicator of transparent and accountable authorship practices. It suggests the university successfully distinguishes between necessary massive collaboration and 'honorary' or political authorship, thereby upholding individual accountability in its scientific output.
A slight divergence is noted between the institution's Z-score of -0.234 and the country's very low-risk score of -0.809. This indicates the emergence of risk signals at the institution that are not prevalent in the rest of the country. While the overall risk remains low, this gap suggests that the university's scientific prestige may be slightly more dependent on external collaborations where it does not exercise intellectual leadership. This finding invites a strategic reflection on strengthening internal research capacity to ensure that its high-impact results are increasingly driven by its own structural capabilities.
The institution shows high exposure to risks associated with hyperprolific authors, with a Z-score of 0.936, which is notably higher than the national average of 0.425. This indicates that the university is more prone to showing alert signals in this area than its environment. Extreme individual publication volumes can challenge the limits of meaningful intellectual contribution. This elevated indicator warns of potential imbalances between quantity and quality, pointing to risks such as coercive authorship or the assignment of authorship without real participation—dynamics that prioritize metrics over the integrity of the scientific record.
The institution maintains a very low-risk profile regarding publication in its own journals, with a Z-score of -0.268, which is consistent with and even better than the low-risk national standard (-0.010). This absence of risk signals is a positive sign. By avoiding excessive dependence on in-house journals, the university mitigates potential conflicts of interest and the risk of academic endogamy. This practice demonstrates a strong commitment to independent external peer review, which enhances the global visibility and competitive validation of its research.
There is a slight divergence in the rate of redundant output, where the institution's Z-score of -0.168 indicates a low risk, yet it is higher than the very low-risk national baseline of -0.515. This suggests the presence of signals of risk activity at the university that are not apparent in the broader national context. A higher value, even if still in the low-risk category, can alert to practices of dividing a coherent study into minimal publishable units to artificially inflate productivity. This warrants a review to ensure that the focus remains on publishing significant new knowledge rather than on volume.
