| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.673 | -0.062 |
|
Retracted Output
|
-0.531 | -0.050 |
|
Institutional Self-Citation
|
0.389 | 0.045 |
|
Discontinued Journals Output
|
-0.344 | -0.024 |
|
Hyperauthored Output
|
-0.926 | -0.721 |
|
Leadership Impact Gap
|
-1.310 | -0.809 |
|
Hyperprolific Authors
|
0.409 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.863 | -0.515 |
Fujian Agriculture and Forestry University presents a robust scientific integrity profile, characterized by an overall score of -0.282 that reflects significant strengths in research autonomy and quality control, alongside specific areas requiring strategic attention. The institution demonstrates exceptional performance in maintaining a low gap between its overall impact and the impact of research under its direct leadership, a clear indicator of sustainable and endogenous scientific capacity. This is complemented by exemplary practices in avoiding redundant publications, retractions, and reliance on discontinued or institutional journals. However, moderate risks are observed in the rates of multiple affiliations, institutional self-citation, and hyperprolific authorship, suggesting that institutional and national evaluation pressures may be influencing publication strategies. According to SCImago Institutions Rankings data, the university's world-class standing is particularly evident in its core thematic areas, including Agricultural and Biological Sciences, Veterinary, and Environmental Science. While the institution's formal mission was not available for this analysis, these identified risks could potentially challenge the principles of academic excellence and transparency that underpin its strong disciplinary reputation. By proactively addressing these vulnerabilities, the university can further secure its position as a global leader, ensuring its research practices are as sound and reputable as its scientific outputs.
The institution presents a Z-score of 0.673, which indicates a moderate deviation from the national average of -0.062. This suggests that the university shows a greater sensitivity than its national peers to practices that can lead to an elevated rate of multiple affiliations. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this noticeable difference from the national standard warrants a review. It signals a potential vulnerability where affiliations might be used strategically to inflate institutional credit or engage in “affiliation shopping,” a practice that could dilute the perceived contribution of the primary institution and requires careful monitoring to ensure transparency.
With a Z-score of -0.531, the institution demonstrates an exceptionally low rate of retracted publications, performing significantly better than the national average of -0.050. This absence of risk signals is consistent with a national environment that already maintains a low retraction rate, indicating that the university's quality control mechanisms are not only effective but exemplary. Retractions can be complex events, but such a low score strongly suggests that the institution's pre-publication supervision and methodological rigor are robust, fostering an integrity culture that successfully prevents the systemic failures or recurring malpractice that a higher rate might imply.
The institution's Z-score for self-citation is 0.389, a figure that, while in the same risk category as the national average of 0.045, shows a significantly higher exposure to this particular risk. This indicates that the university is more prone than its peers to practices that could lead to concerning levels of scientific isolation. A certain degree of self-citation is natural, but this elevated rate warns of potential 'echo chambers' where work is validated internally without sufficient external scrutiny. This dynamic poses a risk of endogamous impact inflation, suggesting that the institution's academic influence may be disproportionately shaped by internal dynamics rather than by broader recognition from the global scientific community.
The institution shows a Z-score of -0.344, reflecting a near-absence of publications in discontinued journals and aligning with the low-risk profile of the country (Z-score: -0.024). This result indicates a strong and consistent institutional practice of due diligence in selecting dissemination channels. By effectively avoiding journals that fail to meet international ethical or quality standards, the university protects itself from severe reputational risks and demonstrates a high level of information literacy among its researchers, ensuring resources are not wasted on predatory or low-quality publication outlets.
With a Z-score of -0.926, the institution displays a prudent profile regarding hyper-authored publications, managing its processes with more rigor than the national standard (Z-score: -0.721). This lower-than-average rate suggests a well-calibrated approach to authorship, effectively distinguishing between necessary massive collaboration in "Big Science" contexts and practices that could indicate author list inflation. This control helps maintain individual accountability and transparency, reinforcing the integrity of authorship attribution across its research outputs.
The institution exhibits a Z-score of -1.310, indicating a near-total absence of risk signals and a performance that is even stronger than the national average of -0.809. This exceptionally low gap signifies a high degree of scientific autonomy and sustainability. It provides powerful evidence that the institution's scientific prestige is structural and built upon real internal capacity, as the impact of its research is not dependent on collaborations where it does not exercise intellectual leadership. This is a hallmark of a mature and self-reliant research ecosystem.
The institution's Z-score of 0.409 for hyperprolific authors is nearly identical to the national average of 0.425, pointing to a systemic pattern. This alignment suggests that the observed risk level is not an institutional anomaly but rather reflects shared academic evaluation practices or publication pressures at a national level. While high productivity can be legitimate, extreme individual publication volumes challenge the limits of meaningful intellectual contribution. This indicator serves as an alert to review whether the emphasis on quantity might be fostering imbalances, such as coercive authorship or a focus on metrics over the integrity of the scientific record.
With a Z-score of -0.268, the institution demonstrates a very low reliance on its own journals, a practice that is more conservative than the national standard (Z-score: -0.010). This lack of risk signals is a positive indicator of the university's commitment to independent, external peer review. By avoiding potential conflicts of interest where the institution acts as both judge and party, it enhances the global visibility and credibility of its research, steering clear of academic endogamy and the use of internal channels as potential 'fast tracks' for publication without standard competitive validation.
The institution's Z-score of -0.863 signifies a total operational silence regarding redundant publications, a result that is markedly better than the already low national average of -0.515. This near-complete absence of signals indicates a robust institutional culture focused on producing significant and coherent contributions to knowledge. It suggests that researchers are not engaging in 'salami slicing'—the practice of fragmenting a single study into minimal publishable units to artificially inflate productivity—thereby upholding the integrity of the scientific evidence base and respecting the academic review system.