Beijing Sport University

Region/Country

Asiatic Region
China
Universities and research institutions

Overall

-0.215

Integrity Risk

low

Indicators relating to the period 2020-2024

Indicator University Z-score Average country Z-score
Multi-affiliation
0.023 -0.062
Retracted Output
-0.569 -0.050
Institutional Self-Citation
-0.512 0.045
Discontinued Journals Output
1.261 -0.024
Hyperauthored Output
-1.221 -0.721
Leadership Impact Gap
-0.195 -0.809
Hyperprolific Authors
-1.413 0.425
Institutional Journal Output
-0.268 -0.010
Redundant Output
-0.684 -0.515
0 represents the global average
AI-generated summary report

EXECUTIVE SUMMARY AND STRATEGIC VISION

Beijing Sport University demonstrates a robust scientific integrity profile, with an overall score of -0.215 indicating performance that surpasses the global average. The institution exhibits exceptional control over risks associated with authorship practices and research reproducibility, showing very low indicators for Hyperprolific Authors, Retracted Output, Hyper-Authored Output, and Redundant Output. These strengths are foundational to its academic reputation, particularly in its leading thematic areas as identified by SCImago Institutions Rankings data, including Earth and Planetary Sciences, Psychology, Agricultural and Biological Sciences, and Environmental Science. However, strategic attention is required for the Rate of Output in Discontinued Journals and the Rate of Multiple Affiliations, where the university shows moderate risk levels that deviate from the national standard. While the institution's specific mission was not localized for this analysis, these findings directly impact universal academic values. The identified risks, particularly in publication channel selection, could undermine the pursuit of excellence and public trust. Conversely, the institution's strengths in authorship and data integrity strongly support its reputation as a socially responsible and high-quality research center. By proactively addressing these moderate-risk areas, Beijing Sport University can further solidify its position as a leader in both its specialized fields and in research integrity, ensuring its scientific contributions are both impactful and unimpeachable.

ANALYSIS BY INDICATOR

Rate of Multiple Affiliations

The institution presents a Z-score of 0.023, which contrasts with the national average of -0.062. This moderate deviation suggests the university is more sensitive to this risk factor than its national peers. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review of internal policies. The data signals a potential strategic tendency to inflate institutional credit through "affiliation shopping," which could dilute the perceived contribution of the university's core research staff and requires ensuring that all listed affiliations correspond to substantive collaborative work.

Rate of Retracted Output

With a Z-score of -0.569, the institution demonstrates an exceptionally low rate of retractions, performing significantly better than the national average of -0.050. This low-profile consistency indicates that the university's quality control mechanisms are not only effective but exemplary within its national context. The absence of risk signals suggests that retractions, when they occur, are likely the result of honest correction of unintentional errors, reflecting a culture of responsible supervision. This performance is a strong indicator that systemic failures or recurring malpractice are not a concern, reinforcing the integrity of the institution's published record.

Rate of Institutional Self-Citation

The university's Z-score of -0.512 is notably lower than the national average of 0.045, showcasing significant institutional resilience against a risk that is more prevalent at the country level. This demonstrates that the university's control mechanisms effectively mitigate the trend of endogamous citation practices. By maintaining a low rate of self-citation, the institution avoids the creation of scientific 'echo chambers' and ensures its work is validated by the broader external community, confirming that its academic influence is based on global recognition rather than inflated by internal dynamics.

Rate of Output in Discontinued Journals

The institution's Z-score of 1.261 marks a significant point of concern, representing a moderate deviation from the low-risk national average of -0.024. This greater sensitivity to risk suggests a systemic issue in the selection of publication venues. A high proportion of output in discontinued journals is a critical alert regarding due diligence, indicating that a notable portion of research is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational damage and points to an urgent need for enhanced information literacy among researchers to avoid wasting resources on 'predatory' or low-quality publications.

Rate of Hyper-Authored Output

With a Z-score of -1.221, the institution shows a near-total absence of risk in this area, performing substantially better than the already low national average of -0.721. This low-profile consistency demonstrates that the university's authorship practices are well-aligned with international standards for transparency and accountability. The data confirms that, outside of legitimate 'Big Science' contexts, the institution effectively prevents author list inflation, ensuring that authorship credit is assigned appropriately and individual contributions remain clear, thereby avoiding practices like 'honorary' or political authorship.

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

The institution's Z-score of -0.195, while in the low-risk category, represents a slight divergence from the very low-risk national average of -0.809. This indicates the presence of minor risk signals that are not apparent in the rest of the country. The data suggests a subtle but measurable dependency on external partners for achieving high-impact publications, where the institution may not always hold the intellectual leadership role. While not a critical issue, this gap invites a strategic reflection on strengthening internal research capacity to ensure that the institution's scientific prestige is structurally sustainable and not overly reliant on exogenous collaborations.

Rate of Hyperprolific Authors

The university exhibits a Z-score of -1.413, an exceptionally low value that signals a clear preventive isolation from the risk dynamics observed at the national level, where the average is a moderate-risk 0.425. This result is a testament to an institutional culture that prioritizes quality over sheer volume. By effectively curbing hyperprolificacy, the university mitigates the associated risks of coercive authorship, data fragmentation, or assignment of credit without meaningful intellectual contribution, thereby safeguarding the integrity of its scientific record and promoting a healthy research environment.

Rate of Output in Institutional Journals

With a Z-score of -0.268, the institution's rate of publication in its own journals is well below the national average of -0.010. This low-profile consistency demonstrates a strong commitment to external validation and global visibility. The data shows no evidence of academic endogamy or potential conflicts of interest that arise when an institution acts as both judge and party in the publication process. This practice ensures that the university's scientific output consistently undergoes independent, external peer review, reinforcing its credibility and avoiding the use of internal channels as 'fast tracks' to inflate publication counts.

Rate of Redundant Output

The institution's Z-score of -0.684 signifies a state of total operational silence regarding this risk, performing even better than the very low-risk national average of -0.515. This complete absence of risk signals indicates an exemplary approach to research publication. It reflects a strong institutional norm of presenting coherent, significant studies rather than engaging in 'salami slicing'—the practice of fragmenting a single study into multiple minimal units to artificially inflate productivity. This commitment to substance over volume strengthens the scientific record and demonstrates respect for the academic review system.

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