| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.753 | -0.062 |
|
Retracted Output
|
0.230 | -0.050 |
|
Institutional Self-Citation
|
-0.508 | 0.045 |
|
Discontinued Journals Output
|
1.291 | -0.024 |
|
Hyperauthored Output
|
-0.805 | -0.721 |
|
Leadership Impact Gap
|
-0.855 | -0.809 |
|
Hyperprolific Authors
|
-0.599 | 0.425 |
|
Institutional Journal Output
|
1.839 | -0.010 |
|
Redundant Output
|
-0.868 | -0.515 |
Beijing University of Chinese Medicine demonstrates a robust scientific integrity profile, reflected in an overall score of 0.224. The institution exhibits significant strengths in maintaining the originality and sustainability of its research, with very low risk signals in redundant output and the gap between its overall impact and the impact of its self-led research. However, areas requiring strategic attention have been identified, particularly in the selection of publication venues, management of retractions, and a tendency to publish in institutional journals. These vulnerabilities contrast with the university's outstanding international positioning, as evidenced by its SCImago Institutions Rankings, where it holds top-tier placements in Pharmacology, Toxicology and Pharmaceutics (world rank 92), Medicine (world rank 385), and Environmental Science (world rank 260). To fully align its operational practices with its mission to "promote the study and practice of TCM... around the world," it is crucial to address these integrity risks. A reliance on internal journals or publication in discontinued venues can undermine the global credibility essential for promoting TCM as a rigorous medical science. By strengthening its quality control and publication strategies, the university can ensure its excellent research output achieves the international validation and impact its mission demands, solidifying its role as a global leader.
The institution's Z-score of -0.753 is notably lower than the national average of -0.062, reflecting a prudent and well-managed approach to author affiliations. This indicates that the university manages its collaborative processes with more rigor than the national standard. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's controlled rate effectively avoids any signals of strategic attempts to inflate institutional credit or "affiliation shopping," ensuring clarity and transparency in its collaborative footprint.
With a Z-score of 0.230, the institution presents a moderate deviation from the national average of -0.050, suggesting a greater sensitivity to risk factors that can lead to retractions compared to its peers. Retractions are complex events, but a rate significantly higher than the national average alerts to a potential vulnerability in the institution's integrity culture. This suggests that quality control mechanisms prior to publication may be failing more frequently than elsewhere in the country, indicating that a qualitative review of pre-publication validation processes by management would be beneficial.
The institution demonstrates considerable resilience against a risk that is more pronounced at the national level, with a Z-score of -0.508 in contrast to the country's medium-risk average of 0.045. This suggests that internal control mechanisms are effectively mitigating systemic tendencies towards excessive self-citation. While a certain level is natural, the university successfully avoids the disproportionately high rates that can signal scientific isolation or 'echo chambers.' This ensures its academic influence is validated by the global community rather than being oversized by internal dynamics.
The institution's Z-score of 1.291 marks a significant departure from the low-risk national average of -0.024, indicating a greater institutional propensity to publish in questionable venues. This constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. Such a high proportion of output in journals that do not meet international ethical or quality standards exposes the institution to severe reputational risks and suggests an urgent need to enhance information literacy among researchers to avoid channeling valuable work into predatory or low-impact outlets.
With a Z-score of -0.805, which is slightly below the national average of -0.721, the institution maintains a prudent profile regarding authorship list size. This suggests that its processes for assigning authorship are managed with a degree of rigor that exceeds the national standard. The data indicates the institution effectively distinguishes between necessary massive collaboration and practices like 'honorary' authorship, thereby upholding individual accountability and transparency in its research contributions.
The institution's Z-score of -0.855 is in near-perfect alignment with the national average of -0.809, demonstrating a state of integrity synchrony in this area. This alignment with a secure national environment indicates that the institution's scientific prestige is structurally sound and sustainable. The minimal gap between its overall impact and the impact of research it leads confirms that its excellence metrics result from genuine internal capacity and intellectual leadership, rather than a strategic dependence on external collaborators.
The institution shows notable resilience, with a Z-score of -0.599 that stands in stark contrast to the medium-risk national average of 0.425. This suggests that the university's internal controls are successfully mitigating a systemic national trend toward extreme publication volumes. By maintaining this low rate, the institution effectively avoids the risks associated with hyperprolificacy, such as coercive authorship or the prioritization of quantity over quality, thereby safeguarding the integrity of its scientific record and ensuring that authorship reflects meaningful intellectual contribution.
The institution's Z-score of 1.839 represents a moderate deviation from the national average of -0.010, indicating a greater tendency to publish in its own journals compared to its national peers. This practice raises a potential conflict of interest, as the institution acts as both judge and party, and creates a risk of academic endogamy. An over-reliance on internal channels may limit the global visibility of its research and could suggest that these venues are used to bypass the rigorous, independent external peer review that is essential for building international credibility and competitive validation.
With a Z-score of -0.868, which is even lower than the secure national average of -0.515, the institution exhibits a state of total operational silence regarding this risk. This absence of signals, falling below the already low national benchmark, is a powerful indicator of robust and ethical research practices. It demonstrates a clear institutional commitment to prioritizing the generation of significant new knowledge over the artificial inflation of productivity metrics through data fragmentation or 'salami slicing,' thus protecting the integrity of the scientific evidence base.