| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.514 | -0.062 |
|
Retracted Output
|
-0.653 | -0.050 |
|
Institutional Self-Citation
|
-1.033 | 0.045 |
|
Discontinued Journals Output
|
1.073 | -0.024 |
|
Hyperauthored Output
|
-1.199 | -0.721 |
|
Leadership Impact Gap
|
-1.757 | -0.809 |
|
Hyperprolific Authors
|
-0.999 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-1.186 | -0.515 |
Fujian University of Traditional Chinese Medicine demonstrates a robust overall profile in scientific integrity, with a global score of -0.316 that reflects a strong alignment with responsible research practices. The institution's primary strengths are evident in its exceptionally low risk signals across a wide range of indicators, including Retracted Output, Institutional Self-Citation, Hyper-Authored Output, and Redundant Output, where its performance surpasses the national average. However, this solid foundation is contrasted by two areas requiring strategic attention: a moderate deviation in the Rate of Multiple Affiliations and the Rate of Output in Discontinued Journals. According to SCImago Institutions Rankings data, the university's strongest thematic areas include Agricultural and Biological Sciences, Chemistry, and Psychology. While the institution's specific mission was not available for this analysis, any commitment to academic excellence and social responsibility is intrinsically tied to research integrity. The identified risks, particularly in publication channel selection and affiliation practices, could undermine the credibility of its research in these key areas. The institution is well-positioned to leverage its considerable strengths to address these specific vulnerabilities, thereby reinforcing its commitment to producing impactful and unimpeachable science.
The institution presents a Z-score of 0.514 in this area, which represents a moderate deviation from the national average of -0.062. This suggests the university is more sensitive than its national peers to practices that can inflate institutional credit. While multiple affiliations are often a legitimate result of researcher mobility or partnerships, this elevated rate warrants a review. It is crucial to ensure that these affiliations are substantive and not strategic attempts at “affiliation shopping,” a practice that can distort the institution's perceived contribution to collaborative research and dilute its academic identity.
With a Z-score of -0.653, the institution demonstrates low-profile consistency in its publication quality, as the absence of risk signals aligns with the national standard (Z-score -0.050). This very low rate indicates that the pre-publication quality control mechanisms are effective and that the institutional culture supports methodological rigor. It suggests that instances of error are rare and are likely handled responsibly, reinforcing the reliability of the university's scientific contributions and its commitment to a culture of integrity.
With a Z-score of -1.033, the institution demonstrates a commendable level of external validation, standing in stark contrast to the national average of 0.045, which shows a medium risk signal. This result indicates a successful preventive isolation from the risk of endogamous impact inflation observed elsewhere in the country. The university's research is not confined to an 'echo chamber' where work is validated internally. Instead, this very low rate of self-citation suggests that its academic influence is robustly recognized by the global scientific community, reflecting a healthy integration into international research dialogues.
The institution's Z-score of 1.073 marks a moderate deviation from the national average of -0.024, indicating a greater sensitivity to this risk factor than its peers. This score constitutes a critical alert regarding due diligence in selecting dissemination channels. A high proportion of publications in such journals suggests that a significant portion of scientific production is being channeled through media that may not meet international ethical or quality standards. This exposes the institution to severe reputational risks and points to an urgent need for enhanced information literacy to avoid wasting resources on 'predatory' or low-quality practices.
The institution's Z-score of -1.199 is well below the national average of -0.721, demonstrating low-profile consistency and an absence of risk signals in authorship practices. This indicates that the university's research collaborations maintain transparency and appropriate accountability. The data does not suggest any widespread issues with author list inflation or 'honorary' authorships, reflecting a culture where credit is assigned based on meaningful intellectual contribution, which is a cornerstone of responsible research.
The institution exhibits total operational silence in this indicator, with a Z-score of -1.757 that is significantly lower than the already low-risk national average of -0.809. This exceptional result signals that the university's scientific prestige is structural and generated from within, rather than being dependent on external partners. It demonstrates a strong internal capacity for intellectual leadership, indicating that the institution's high-impact research is driven by its own faculty, which is a key marker of academic sustainability and maturity.
Displaying a Z-score of -0.999, the institution effectively isolates itself from the risk dynamics observed at the national level, where the average is 0.425. This very low score indicates that the university fosters a healthy balance between productivity and quality, avoiding the pitfalls of hyper-prolificacy. There is no evidence of systemic issues like coercive authorship or authorship assigned without real participation, suggesting that the institutional environment prioritizes the integrity of the scientific record over the pursuit of purely quantitative metrics.
The institution's Z-score of -0.268 reflects a low-profile consistency with the national context (Z-score -0.010), indicating no significant risk in this area. The data suggests that the university does not excessively depend on its own journals for dissemination, thereby avoiding potential conflicts of interest and academic endogamy. This practice ensures that its scientific production is subjected to independent external peer review, which is essential for achieving global visibility and competitive validation of its research findings.
The institution shows a Z-score of -1.186, indicating a total operational silence regarding redundant publications and performing even better than the already low-risk national average of -0.515. This exceptional result points to a culture that prioritizes substantive contributions over artificially inflated publication counts. There is no evidence of 'salami slicing,' the practice of fragmenting a single study into minimal publishable units. This commitment to presenting coherent and significant new knowledge strengthens the integrity of the scientific record and demonstrates a responsible use of academic resources.
