| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.506 | -0.062 |
|
Retracted Output
|
-0.277 | -0.050 |
|
Institutional Self-Citation
|
-0.204 | 0.045 |
|
Discontinued Journals Output
|
-0.059 | -0.024 |
|
Hyperauthored Output
|
-0.934 | -0.721 |
|
Leadership Impact Gap
|
-0.201 | -0.809 |
|
Hyperprolific Authors
|
-0.866 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.145 | -0.515 |
Qinghai University presents a solid scientific integrity profile, with an overall risk score of -0.232, indicating that its research practices are generally well-aligned with international standards. The institution demonstrates notable strengths in mitigating risks that are more prevalent at the national level, particularly in controlling institutional self-citation and the presence of hyperprolific authors, alongside a commendable commitment to publishing in external venues rather than its own journals. The primary area requiring strategic attention is a moderate rate of multiple affiliations, which deviates from the national norm. Minor divergences are also noted in the areas of redundant output and impact dependency, which, while low, suggest opportunities for further refinement. According to SCImago Institutions Rankings data, the university's key research strengths are concentrated in Veterinary, Agricultural and Biological Sciences, Pharmacology, Toxicology and Pharmaceutics, and Medicine. While the institution's specific mission was not available for this analysis, the identified risk in affiliation practices could challenge universal academic values of transparency and merit. To ensure its strong research output is built on an unimpeachable foundation, Qinghai University is encouraged to focus on refining its affiliation policies and monitoring publication patterns, thereby solidifying its reputation for excellence and responsible science.
The institution presents a Z-score of 0.506, which contrasts with the national average of -0.062. This moderate deviation indicates that the university shows a greater sensitivity to this risk factor than its national peers. While multiple affiliations can be a legitimate outcome of collaboration, the higher rate at the institution warrants a review to ensure these practices are driven by genuine scientific partnership rather than strategic attempts to inflate institutional credit or engage in “affiliation shopping.” This proactive verification is key to maintaining transparency in how research contributions are represented.
With a Z-score of -0.277, the institution demonstrates a prudent profile, performing more rigorously than the national standard, which stands at -0.050. This very low rate of retracted publications suggests that the university's quality control and supervision mechanisms prior to publication are robust and effective. The data indicates a strong culture of integrity and methodological rigor, where potential errors are likely identified and corrected internally, reinforcing the reliability of its scientific output.
The institution's Z-score of -0.204 is significantly lower than the national average of 0.045, showcasing strong institutional resilience. This demonstrates that the university's control mechanisms successfully mitigate the systemic risk of self-citation observed elsewhere in the country. A certain level of self-citation is natural, but by maintaining a low rate, the institution avoids the creation of scientific 'echo chambers' and proves its research impact is validated by the broader international community, not just through internal dynamics.
The institution's Z-score of -0.059 is statistically normal when compared to the national average of -0.024. This alignment suggests that the risk level is as expected for its context, with no unusual signals of concern. The data reflects a standard level of due diligence in selecting publication venues, indicating that researchers are generally avoiding channels that fail to meet international ethical or quality standards, thereby protecting the institution's reputational standing.
Displaying a Z-score of -0.934, the institution maintains a prudent profile that is more rigorous than the national standard of -0.721. This lower-than-average rate suggests that the university effectively manages authorship practices, distinguishing between necessary large-scale collaboration and potential author list inflation. This reflects a healthy approach to crediting contributions, fostering individual accountability and transparency in its research projects.
The institution's Z-score of -0.201 represents a slight divergence from the national Z-score of -0.809. This indicates that while the overall risk is low, the university shows a slightly greater dependency on external collaborations for its citation impact than is typical across the country. This gap suggests that a portion of its scientific prestige may be linked to partnerships where it does not hold intellectual leadership. While collaboration is vital, this signal invites a strategic reflection on fostering more home-grown, high-impact research to ensure long-term sustainability and build structural excellence.
With a Z-score of -0.866, the institution demonstrates clear resilience against a risk that is more pronounced at the national level (Z-score of 0.425). This indicates that institutional policies or culture effectively mitigate the pressures that can lead to extreme publication volumes. By maintaining a low rate of hyperprolific authors, the university signals a focus on the quality and substance of research over sheer quantity, discouraging practices that could compromise the integrity of the scientific record, such as coercive or honorary authorship.
The institution's Z-score of -0.268 is exceptionally low, reflecting a low-profile consistency that aligns well with the national standard (Z-score of -0.010). This absence of risk signals demonstrates a strong commitment to external validation and global visibility. By avoiding over-reliance on its own journals, the university effectively sidesteps potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent, competitive peer review and contributes to the global academic conversation.
The institution's Z-score of -0.145 marks a slight divergence from the very low national baseline of -0.515. This suggests that the university, while still maintaining a low risk level, shows minor signals of data fragmentation or 'salami slicing' that are not as prevalent in the rest of the country. This practice, which involves dividing a single study into multiple minimal publications, can artificially inflate productivity metrics. Although not currently an alarm, this signal warrants observation to ensure that research contributions remain substantive and provide significant new knowledge.
