| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.394 | -0.062 |
|
Retracted Output
|
-0.653 | -0.050 |
|
Institutional Self-Citation
|
-0.130 | 0.045 |
|
Discontinued Journals Output
|
-0.442 | -0.024 |
|
Hyperauthored Output
|
-0.763 | -0.721 |
|
Leadership Impact Gap
|
-0.414 | -0.809 |
|
Hyperprolific Authors
|
-1.217 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.044 | -0.515 |
The Chinese Academy of Tropical Agricultural Sciences demonstrates a robust scientific integrity profile, reflected in an overall risk score of -0.311. This strong performance is characterized by exceptional control over key research practices, with five of the nine indicators registering at the lowest possible risk level. Areas of outstanding strength include the management of retractions, avoidance of discontinued journals, prevention of hyperprolific authorship, limited use of institutional journals, and the absence of redundant publications. The primary area requiring strategic attention is a medium-risk signal in the Rate of Multiple Affiliations. According to SCImago Institutions Rankings data, the Academy's scientific leadership is most prominent in Veterinary, Agricultural and Biological Sciences, and Earth and Planetary Sciences. While a formal mission statement was not available for this analysis, this clear thematic focus is strongly supported by the institution's high standards of research integrity. However, the elevated rate of multiple affiliations could be misinterpreted as an attempt to inflate institutional credit, potentially conflicting with the pursuit of genuine excellence. It is recommended that the institution proactively reviews its affiliation policies to ensure they are transparent and fully aligned with its otherwise exemplary operational standards, thereby solidifying its reputation as a leader in its fields.
The institution presents a Z-score of 2.394 in this indicator, a figure that marks a moderate deviation from the national average of -0.062. This suggests the center is more sensitive than its national peers to practices involving multiple institutional credits. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, a disproportionately high rate can signal strategic attempts to inflate institutional credit or “affiliation shopping.” The observed value warrants a review of internal policies to ensure that all affiliations reflect substantive collaboration and to mitigate any reputational risk associated with perceived credit inflation.
With a Z-score of -0.653, the institution demonstrates an exceptionally low rate of retracted publications, performing even better than the low-risk national average of -0.050. This low-profile consistency indicates that the institution's quality control and supervision mechanisms are highly effective. The near-absence of these complex events suggests a strong institutional culture of integrity and methodological rigor, where potential errors are identified and corrected prior to publication, aligning with and exceeding the national standard for responsible research conduct.
The institution's Z-score of -0.130 places it in a low-risk category, showcasing notable resilience against the medium-risk trend observed at the national level (0.045). This performance suggests that the institution's control mechanisms effectively mitigate the systemic risk of academic insularity present in its environment. A certain level of self-citation is natural, but the institution's low rate indicates a healthy reliance on external validation from the global scientific community, successfully avoiding the formation of 'echo chambers' and the risk of endogamous impact inflation.
The institution achieves a Z-score of -0.442, indicating a very low and well-managed risk profile that is superior to the national average of -0.024. This result points to a consistent and effective due diligence process in the selection of publication venues. By avoiding journals that do not meet international ethical or quality standards, the institution protects its scientific output and reputation from the severe risks associated with 'predatory' or low-quality practices, demonstrating an information literacy that aligns with the best national standards.
With a Z-score of -0.763, the institution's rate of hyper-authored output is statistically normal and aligns closely with the national average of -0.721. This indicates that the risk level is as expected for its context and size, with authorship patterns reflecting typical collaborative practices within the country. The data does not suggest any unusual activity related to author list inflation or the dilution of individual accountability, confirming that its large-scale collaborations are consistent with established disciplinary norms.
The institution's Z-score of -0.414 reveals a slight divergence from the national benchmark of -0.809. While the risk remains low, this gap indicates the institution shows minor signals of dependency on external collaborations for impact, a dynamic that is less apparent in the rest of the country. This suggests that while its scientific prestige is largely built on its own work, a small portion may be linked to collaborations where it does not exercise primary intellectual leadership. This invites a gentle reflection on strategies to ensure that its high impact is fully structural, sustainable, and derived from its own internal capacity.
The institution's Z-score of -1.217 is exceptionally low, representing a clear case of preventive isolation from the national context, where this indicator registers as a medium-level risk (0.425). This stark difference highlights an institutional culture that does not replicate the risk dynamics observed in its environment. By effectively avoiding extreme individual publication volumes, the center safeguards the integrity of its scientific record against potential imbalances between quantity and quality, steering clear of risks such as coercive authorship or metric-driven productivity that prioritizes volume over meaningful scientific contribution.
With a Z-score of -0.268, the institution shows a very low reliance on its own journals for publication, a performance that is consistent with and stronger than the low-risk national average of -0.010. This practice demonstrates a firm commitment to independent, external peer review. By avoiding potential conflicts of interest and academic endogamy, the institution ensures its scientific production is validated through standard competitive channels, thereby reinforcing its global visibility and the credibility of its research findings.
The institution's Z-score of -1.044 signifies a state of total operational silence regarding this risk, placing it well below the already very low national average of -0.515. This exceptional result indicates a complete absence of signals related to data fragmentation or 'salami slicing.' It reflects an exemplary institutional policy that prioritizes the publication of coherent, significant studies over the artificial inflation of productivity metrics, thereby upholding the integrity of the scientific record and respecting the resources of the peer review system.
