Beijing University of Civil Engineering & Architecture

Region/Country

Asiatic Region
China
Universities and research institutions

Overall

-0.420

Integrity Risk

very low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
-0.323 -0.062
Retracted Output
-0.484 -0.050
Institutional Self-Citation
-0.226 0.045
Discontinued Journals Output
-0.214 -0.024
Hyperauthored Output
-1.206 -0.721
Leadership Impact Gap
-1.143 -0.809
Hyperprolific Authors
-0.329 0.425
Institutional Journal Output
-0.268 -0.010
Redundant Output
-0.232 -0.515
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Beijing University of Civil Engineering & Architecture demonstrates an exceptionally strong scientific integrity profile, with an overall risk score of -0.420, significantly below the expected average. This performance indicates robust internal governance and a culture of responsible research that effectively mitigates most systemic risks. The institution's main strengths lie in its extremely low rates of retracted output, hyper-authored publications, and output in institutional journals, alongside a healthy balance in its research impact leadership. A minor point for observation is a slight divergence in redundant output, which, while low, is more pronounced than the national baseline. According to SCImago Institutions Rankings data, this solid ethical foundation supports the university's prominent standing in key thematic areas, including Earth and Planetary Sciences, Chemistry, Social Sciences, and Biochemistry, Genetics and Molecular Biology. While the institution's specific mission was not localized for this analysis, this demonstrated commitment to scientific integrity is a fundamental prerequisite for achieving any vision of academic excellence and social responsibility, ensuring that its contributions are both impactful and trustworthy. Maintaining these high standards will be crucial for consolidating its leadership and reputation on a global scale.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of -0.323, which is notably lower than the national average of -0.062. This suggests a prudent and rigorous approach to managing author affiliations, surpassing the standard practices observed across the country. While multiple affiliations can be a legitimate outcome of collaboration, the institution's controlled rate indicates a low probability of strategic practices like “affiliation shopping” designed to artificially inflate institutional credit. This disciplined management reinforces the transparency and accuracy of its academic contributions.

Rate of Retracted Output

With a Z-score of -0.484, the institution shows a near-total absence of risk signals in this area, a profile that is consistent with the low-risk national environment (Z-score of -0.050). This excellent result indicates that the institution's quality control and supervision mechanisms are highly effective prior to publication. The data suggests a strong integrity culture where potential errors are managed proactively, preventing the need for post-publication retractions and safeguarding its scientific reputation.

Rate of Institutional Self-Citation

The institution's Z-score of -0.226 contrasts sharply with the national average of 0.045, which falls into a medium-risk category. This demonstrates significant institutional resilience, as its control mechanisms appear to successfully mitigate the systemic risks of endogamy prevalent in the country. A certain level of self-citation is natural, but the institution's low rate confirms that its research is validated by the broader scientific community, avoiding the 'echo chambers' that can inflate impact through internal dynamics rather than external recognition.

Rate of Output in Discontinued Journals

The institution's Z-score of -0.214 is considerably lower than the national average of -0.024. This indicates a more rigorous profile in the selection of publication venues compared to the national standard. A low rate of publication in discontinued journals is a strong sign of due diligence and information literacy among its researchers. This careful approach protects the institution from the reputational damage associated with channeling work through media that may not meet international ethical or quality standards, ensuring resources are not wasted on low-quality or 'predatory' practices.

Rate of Hyper-Authored Output

With a Z-score of -1.206, the institution displays an exceptionally low incidence of hyper-authorship, aligning with the generally low-risk national context (Z-score of -0.721). This near absence of risk signals suggests that authorship practices are transparent and well-governed, with little evidence of author list inflation. The data indicates a culture where individual accountability is maintained, effectively distinguishing its collaborative work from practices like 'honorary' or political authorship.

Gap between Impact of total output and the impact of output with leadership

The institution exhibits a Z-score of -1.143, indicating a total operational silence on this risk indicator, performing even better than the already strong national average of -0.809. This result is highly positive, suggesting that the institution's scientific prestige is structurally sound and built upon its own intellectual leadership. There is no evidence of dependency on external partners for impact, which confirms that its high-quality research and corresponding excellence metrics are a direct result of its robust internal capacity.

Rate of Hyperprolific Authors

The institution's Z-score of -0.329 is in the low-risk range, standing in stark contrast to the medium-risk national average of 0.425. This highlights the institution's resilience and its ability to foster a research environment that prioritizes quality over sheer volume. While high productivity can be legitimate, extreme publication volumes can challenge the limits of meaningful contribution. The institution's controlled rate suggests a healthy balance, mitigating risks such as coercive authorship or the assignment of credit without real participation, thereby upholding the integrity of its scientific record.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution shows a very low reliance on its own journals, a profile consistent with the low-risk national standard (Z-score of -0.010). This absence of risk signals is a positive indicator of academic openness. By avoiding excessive dependence on in-house journals, the institution ensures its scientific production undergoes independent external peer review, thus preventing potential conflicts of interest and academic endogamy. This practice enhances the global visibility and competitive validation of its research.

Rate of Redundant Output

The institution's Z-score of -0.232 indicates a low level of risk, yet it represents a slight divergence from the national context, where this risk is virtually non-existent (Z-score of -0.515). This suggests the emergence of minor signals of data fragmentation that are not typical for the country. While the current level is not alarming, it points to a potential vulnerability. The practice of dividing a study into 'minimal publishable units' to inflate productivity can distort scientific evidence. This incipient signal warrants a review to ensure that research practices continue to prioritize significant new knowledge over publication volume.

This report was automatically generated using Google Gemini to provide a brief analysis of the university scores.
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