| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.435 | -0.062 |
|
Retracted Output
|
2.709 | -0.050 |
|
Institutional Self-Citation
|
-1.832 | 0.045 |
|
Discontinued Journals Output
|
0.886 | -0.024 |
|
Hyperauthored Output
|
-1.116 | -0.721 |
|
Leadership Impact Gap
|
0.813 | -0.809 |
|
Hyperprolific Authors
|
-1.413 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.186 | -0.515 |
Beijing City University presents a dual profile in scientific integrity, with an overall score of 0.612 reflecting a combination of exceptional strengths and specific, high-priority vulnerabilities. The institution demonstrates exemplary control over authorship practices, self-citation, and publication redundancy, indicating a robust internal culture that prioritizes quality and accountability. These strengths provide a solid foundation for its academic pursuits, particularly in its most prominent research areas as identified by SCImago Institutions Rankings data, including Pharmacology, Toxicology and Pharmaceutics; Chemistry; and Environmental Science. However, this positive performance is contrasted by critical risks, most notably a significant rate of retracted output and a medium-level exposure to discontinued journals. As the institutional mission was not localized for this analysis, it is crucial to note that such integrity risks fundamentally challenge the universal academic goals of excellence and social responsibility, potentially undermining the credibility of its research and its contributions to society. The university is encouraged to leverage its clear areas of integrity leadership to implement targeted interventions, addressing the identified weaknesses to achieve a more balanced and secure research ecosystem.
The institution exhibits a Z-score of -0.435, which is notably lower than the national average of -0.062. This indicates a prudent and rigorous approach to managing researcher affiliations, surpassing the standard practices observed across the country. While multiple affiliations can be a legitimate outcome of collaboration, the university's controlled rate suggests effective governance that prevents strategic attempts to inflate institutional credit or engage in “affiliation shopping.” This careful management reinforces the transparency and accuracy of its collaborative footprint.
A Z-score of 2.709 marks a severe discrepancy from the national average of -0.050, positioning this indicator as a critical alert. This atypical level of risk activity suggests that the institution's pre-publication quality control mechanisms may be failing systemically, a situation that diverges sharply from the healthier national environment. Retractions can sometimes result from honest corrections, but a rate this far above the norm points towards a potential vulnerability in the institutional integrity culture. This finding warrants an immediate and deep integrity assessment to identify and address the root causes of recurring malpractice or lack of methodological rigor before they cause further reputational damage.
With a Z-score of -1.832, the institution demonstrates an exceptionally low rate of self-citation, contrasting sharply with the medium-risk national average of 0.045. This result signals a form of preventive isolation, where the university successfully avoids the risk dynamics of academic endogamy prevalent in its environment. A certain level of self-citation is natural, but the institution's performance indicates that its research is validated through broad external scrutiny rather than within an internal 'echo chamber.' This strengthens the credibility of its academic influence, confirming it is driven by global community recognition, not by inflated internal dynamics.
The institution's Z-score of 0.886 represents a moderate deviation from the national average of -0.024. This suggests the university has a greater sensitivity to risk factors related to publication channels than its national peers. A high proportion of output in such journals is a critical alert regarding due diligence, indicating that a portion of its research is channeled through media failing to meet international ethical or quality standards. This exposes the institution to reputational risks and signals an urgent need to enhance information literacy among its researchers to avoid channeling resources into predatory or low-quality publishing practices.
The institution's Z-score of -1.116 is well within the low-risk spectrum, consistent with the national average of -0.721. This low-profile consistency demonstrates that the absence of risk signals in this area aligns with the national standard. The university effectively avoids the pitfalls of author list inflation, which can dilute individual accountability and transparency. This responsible approach ensures that authorship reflects genuine contribution, distinguishing its collaborative practices from potentially problematic 'honorary' or political authorship.
A Z-score of 0.813 constitutes a monitoring alert, as this medium-risk level is highly unusual compared to the very low-risk national standard of -0.809. This wide positive gap suggests that the institution's scientific prestige may be significantly dependent on external partners rather than its own structural capacity. While collaborations are vital, this indicator warns that the university's high-impact work often occurs in projects where it does not exercise intellectual leadership. This poses a sustainability risk and invites a strategic reflection on how to build and showcase genuine internal research excellence.
The institution shows a Z-score of -1.413, placing it in the very low-risk category and demonstrating a clear preventive isolation from the national trend, which sits at a medium-risk average of 0.425. This indicates that the university does not replicate the risk dynamics related to extreme publication volumes observed elsewhere in the country. By avoiding hyperprolificacy, the institution mitigates risks such as coercive authorship or the assignment of credit without real participation, thereby fostering a research culture that prioritizes the integrity of the scientific record and meaningful intellectual contribution over sheer metrics.
With a Z-score of -0.268, the institution maintains a very low-risk profile, aligning with the low-risk national context (Z-score of -0.010). This low-profile consistency shows that the university's practices are in sync with the national standard, avoiding over-reliance on its own publication channels. This is a sign of good governance, as it sidesteps the conflicts of interest that arise when an institution acts as both judge and party in the publication process. By favoring external, independent peer review, the university ensures its research undergoes competitive validation and enhances its global visibility.
The institution's Z-score of -1.186 signifies a state of total operational silence on this indicator, performing even better than the country's already very low-risk average of -0.515. This absence of risk signals, even below the national baseline, is an exemplary finding. It indicates a strong institutional commitment to publishing complete and coherent studies, actively discouraging the practice of 'salami slicing' where research is fragmented into minimal units to artificially inflate productivity. This approach strengthens the scientific record and shows respect for the academic review system.
