| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-1.149 | -0.062 |
|
Retracted Output
|
-0.043 | -0.050 |
|
Institutional Self-Citation
|
-0.624 | 0.045 |
|
Discontinued Journals Output
|
1.152 | -0.024 |
|
Hyperauthored Output
|
-1.187 | -0.721 |
|
Leadership Impact Gap
|
-0.264 | -0.809 |
|
Hyperprolific Authors
|
-1.279 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.652 | -0.515 |
With an overall integrity score of -0.188, the Communication University of China demonstrates a robust and commendable scientific profile, characterized by significant strengths in research governance that largely outperform national trends. The institution exhibits exceptional control over authorship practices, showing a preventive isolation from the country's medium-risk levels in hyperprolific authors and institutional resilience against the national tendency for self-citation. This is complemented by very low risk in multiple affiliations, hyper-authorship, and redundant output. The primary area for strategic attention is the rate of publication in discontinued journals, which represents a moderate deviation from the national standard and warrants a review of dissemination policies. These integrity metrics support the university's strong academic positioning, particularly in its highest-ranked thematic areas according to SCImago Institutions Rankings data, including Mathematics, Engineering, Physics and Astronomy, and Computer Science. While a specific mission statement was not available for analysis, any pursuit of academic excellence and social responsibility is fundamentally supported by a high-integrity culture. However, the identified vulnerability in journal selection could inadvertently undermine this pursuit by associating the institution's research with low-quality channels. The university is therefore encouraged to leverage its clear institutional strengths in research integrity to implement targeted training and due diligence protocols, ensuring its publication practices fully reflect its high standards of scientific contribution.
The institution presents a Z-score of -1.149, which is significantly lower than the national average of -0.062. This demonstrates a clear and conservative approach to academic affiliations, aligning with a national context that already shows low risk. While multiple affiliations can be a legitimate outcome of collaboration, the university’s exceptionally low rate provides an assurance of transparency and minimizes any ambiguity regarding institutional credit. This low-profile consistency suggests that the institution's policies effectively prevent strategic "affiliation shopping," reinforcing a culture of straightforward and accountable research partnerships.
The institution's Z-score for retracted output is -0.043, a figure that is statistically indistinguishable from the national average of -0.050. This alignment indicates a level of risk that is entirely normal for the institution's context and size. Retractions are complex events, and this score does not suggest any systemic failure in pre-publication quality control. Instead, it reflects a standard operational reality where occasional, necessary corrections to the scientific record occur, positioning the university's integrity performance as perfectly in sync with the national landscape.
The institution shows a Z-score of -0.624, marking a stark and positive contrast to the national average of 0.045. This result highlights a remarkable institutional resilience, as the university successfully mitigates systemic risks that are more prevalent at the country level. While a certain degree of self-citation is natural, the national score suggests a tendency toward 'echo chambers.' The university, however, demonstrates a strong orientation toward external validation and global scientific dialogue, avoiding the risk of endogamous impact inflation and ensuring its academic influence is validated by the broader international community, not just internal dynamics.
The institution's Z-score of 1.152 for this indicator represents a moderate deviation from the national average of -0.024. This finding signals a greater institutional sensitivity to this particular risk factor compared to its national peers. A high proportion of publications in discontinued journals is a critical alert regarding due diligence in selecting dissemination channels. This score indicates that a portion of the university's scientific output is being channeled through media that may not meet international ethical or quality standards, creating reputational vulnerabilities. It suggests an urgent need to enhance information literacy among researchers to avoid wasting resources on 'predatory' or low-quality practices and to safeguard the institution's academic standing.
The institution records a Z-score of -1.187, a value well below the national average of -0.721. This demonstrates a consistent and low-risk profile in authorship practices that is even more rigorous than the national standard. Outside of "Big Science" contexts where large author lists are common, hyper-authorship can indicate a dilution of individual accountability. The university's very low score in this area signals a strong culture of transparency and meaningful contribution, effectively avoiding any suspicion of 'honorary' or inflated authorship and ensuring that credit is assigned responsibly.
The institution has a Z-score of -0.264, which indicates a slight divergence from the national average of -0.809. This score suggests the emergence of a minor risk signal that is not as prevalent in the rest of the country. A wider gap can signal a dependency on external partners for achieving high-impact research, suggesting that scientific prestige may be more exogenous than structural. While the institution's risk level is low, this divergence from a very low-risk national environment invites a strategic reflection on strengthening internal capacity to ensure that its excellence metrics are increasingly driven by research where it exercises full intellectual leadership.
With a Z-score of -1.279, the institution demonstrates a state of preventive isolation from the national trend, where the average score is 0.425. This significant difference highlights the university's success in not replicating risk dynamics observed elsewhere in its environment. Extreme individual publication volumes can challenge the credibility of meaningful intellectual contribution and may point to coercive authorship or a focus on quantity over quality. The university's very low score indicates a healthy research culture that prioritizes the integrity of the scientific record over the inflation of productivity metrics, effectively safeguarding against these risks.
The institution's Z-score of -0.268 is notably lower than the national average of -0.010, indicating a consistent, low-risk profile that exceeds the national standard. This result shows a clear preference for external, independent peer review over in-house publication channels. By avoiding excessive dependence on its own journals, the university circumvents potential conflicts of interest and the risk of academic endogamy. This practice enhances the global visibility and competitive validation of its research, demonstrating a commitment to meeting international standards of scientific scrutiny.
The institution achieves a Z-score of -0.652, reflecting a complete absence of risk signals and surpassing the already strong national average of -0.515. This state of total operational silence on the indicator is exemplary. It shows that the university's research culture strongly discourages data fragmentation or 'salami slicing'—the practice of dividing a study into minimal publishable units to inflate productivity. This commitment to publishing coherent and substantial work not only strengthens the scientific record but also demonstrates a focus on generating significant new knowledge over pursuing sheer volume.
