| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.307 | -0.062 |
|
Retracted Output
|
-0.447 | -0.050 |
|
Institutional Self-Citation
|
0.543 | 0.045 |
|
Discontinued Journals Output
|
-0.213 | -0.024 |
|
Hyperauthored Output
|
-1.015 | -0.721 |
|
Leadership Impact Gap
|
-1.194 | -0.809 |
|
Hyperprolific Authors
|
-0.428 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.938 | -0.515 |
Beijing Forestry University demonstrates a robust scientific integrity profile, with an overall risk score of -0.407 that indicates a performance significantly stronger than the global average. The institution exhibits remarkable strengths in maintaining very low-risk levels for retracted output, redundant publications, and reliance on institutional leadership for impact, often outperforming national benchmarks. This suggests a solid foundation of responsible research practices. The primary area for strategic attention is the Rate of Institutional Self-Citation, which presents a medium risk and is notably higher than the national average. According to SCImago Institutions Rankings data, the university's academic leadership is concentrated in key thematic areas, including Agricultural and Biological Sciences, Environmental Science, Chemistry, and Earth and Planetary Sciences. While the institution's specific mission statement was not available for this analysis, the identified risk of academic endogamy could potentially challenge the universal academic values of external validation and global excellence. By addressing this single vulnerability, Beijing Forestry University can further solidify its reputation for integrity, ensuring its outstanding research contributions in its areas of strength are recognized and trusted by the international scientific community.
The institution presents a Z-score of -0.307, a value indicating a lower risk profile compared to the national average of -0.062. This suggests the university manages its affiliation processes with more rigor than the typical standard in the country. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, the institution's prudent profile indicates effective governance that minimizes the potential for strategic "affiliation shopping" or attempts to artificially inflate institutional credit, reflecting a well-controlled and transparent collaborative environment.
With a Z-score of -0.447, the institution shows a very low incidence of retracted publications, a figure that aligns with the low-risk national context (Z-score -0.050). This low-profile consistency is a strong positive signal. Retractions can be complex, but an exceptionally low rate suggests that the university's pre-publication quality control mechanisms are functioning effectively. This indicates a healthy integrity culture where systemic failures, recurring malpractice, or a lack of methodological rigor are not significant concerns, reinforcing the reliability of its scientific output.
The institution's Z-score for this indicator is 0.543, which is significantly higher than the national average of 0.045. This result indicates a high exposure to this particular risk, suggesting the institution is more prone to this behavior than its national peers. A certain level of self-citation is natural, reflecting the continuity of research lines. However, this disproportionately high rate signals a potential for scientific isolation or the formation of 'echo chambers' where work is validated without sufficient external scrutiny. This value warns of a tangible risk of endogamous impact inflation, where the institution's academic influence may be oversized by internal dynamics rather than by broader recognition from the global community.
The university's Z-score of -0.213 is notably lower than the national average of -0.024, demonstrating a prudent and rigorous approach to selecting publication venues. This superior performance indicates that the institution exercises greater due diligence in its dissemination strategy than its national counterparts. By effectively avoiding channels that fail to meet international ethical or quality standards, the university protects its reputation and ensures its research resources are not wasted on 'predatory' or low-impact practices, showcasing strong information literacy among its researchers.
With a Z-score of -1.015, the institution displays a significantly lower rate of hyper-authored publications than the national average of -0.721. This prudent profile suggests that the university's research culture maintains a strong focus on transparency and accountability in authorship. The data indicates that, outside of disciplines where massive collaboration is standard, the institution successfully curbs practices like author list inflation or 'honorary' authorships, ensuring that credit is assigned appropriately and individual contributions remain clear.
The institution exhibits a Z-score of -1.194, a sign of total operational silence in this risk area and a stronger performance than the already low-risk national average of -0.809. This exceptionally low score is a powerful indicator of scientific sustainability and autonomy. It demonstrates that the university's high-impact research is driven by its own internal capacity and intellectual leadership, rather than being dependent on the prestige of external collaborators. This reflects a mature research ecosystem where structural excellence is generated from within.
The institution's Z-score of -0.428 reflects a low-risk environment, which is particularly noteworthy when contrasted with the medium-risk national average of 0.425. This demonstrates significant institutional resilience, as the university's internal controls appear to effectively mitigate a systemic risk prevalent in the country. By maintaining a low rate of extreme individual publication volumes, the institution fosters a healthy balance between quantity and quality, successfully preventing potential integrity issues such as coercive authorship or the prioritization of metrics over meaningful scientific contributions.
With a Z-score of -0.268, the institution shows a very low rate of publication in its own journals, a signal of good practice that is consistent with the low-risk national environment (Z-score -0.010). This absence of risk signals is a positive indicator of the university's commitment to external validation. By avoiding excessive dependence on in-house journals, the institution mitigates potential conflicts of interest and academic endogamy, ensuring its scientific production consistently undergoes independent, external peer review and competes for visibility on a global stage.
The institution's Z-score of -0.938 signifies a state of total operational silence regarding this risk, performing even better than the very low-risk national average of -0.515. This exceptionally low value is a strong testament to a research culture that prioritizes substance over volume. It indicates that the practice of fragmenting studies into 'minimal publishable units' to artificially inflate productivity is virtually nonexistent. This commitment to publishing complete and coherent studies enhances the integrity of the scientific record and demonstrates a respect for the research and review ecosystem.
