| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.136 | -0.062 |
|
Retracted Output
|
0.089 | -0.050 |
|
Institutional Self-Citation
|
-0.769 | 0.045 |
|
Discontinued Journals Output
|
0.806 | -0.024 |
|
Hyperauthored Output
|
-1.146 | -0.721 |
|
Leadership Impact Gap
|
0.139 | -0.809 |
|
Hyperprolific Authors
|
0.095 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.818 | -0.515 |
Jiangxi University of Traditional Chinese Medicine presents a balanced scientific integrity profile, with an overall risk score (0.027) that indicates performance aligned with global standards but with specific areas requiring strategic attention. The institution demonstrates significant strengths and robust governance in areas such as hyper-authored output, publication in institutional journals, and redundant publications, where risks are exceptionally low. However, medium-risk signals in the rates of retracted output, publication in discontinued journals, and the gap between overall impact and the impact of institution-led research warrant closer examination. These findings are particularly relevant given the University's strong thematic positioning, as evidenced by SCImago Institutions Rankings data, in key areas like Agricultural and Biological Sciences, Pharmacology, Toxicology and Pharmaceutics, and Medicine. The identified vulnerabilities could potentially undermine the institutional mission of “Devoting and Excellence” and its core value of “Virtue,” as lapses in publication quality and intellectual leadership are inconsistent with these principles. By leveraging its clear areas of integrity strength to address these specific risks, the University has a clear opportunity to enhance its research culture and fully align its operational excellence with its foundational mission.
The University demonstrates a prudent profile regarding multiple affiliations, with a Z-score of -0.136, which is more rigorous than the national standard of -0.062. This indicates that the institution's patterns of co-authorship and institutional collaboration are well-managed and fall within expected norms. While multiple affiliations can be a legitimate result of researcher mobility or partnerships, the University's controlled rate suggests its collaborative practices are organic and not inflated for strategic credit, reflecting a healthy and transparent approach to institutional representation.
With a Z-score of 0.089, the institution's rate of retracted output shows a moderate deviation from the national context, where this signal is less pronounced (Z-score: -0.050). This suggests the University is more sensitive to this risk factor than its peers. Retractions are complex events, but a rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture, suggesting that quality control mechanisms prior to publication may be failing systemically. This finding indicates that possible recurring malpractice or a lack of methodological rigor may require immediate qualitative verification by management to ensure research quality.
The University displays notable institutional resilience against the risk of excessive self-citation, with a Z-score of -0.769, in contrast to a national context where this is a medium-risk indicator (Z-score: 0.045). This suggests that the institution's internal control mechanisms are effectively mitigating a systemic risk prevalent in the country. A certain level of self-citation is natural, but the University’s low rate demonstrates that its research is validated by the broader scientific community, avoiding the "echo chambers" that can arise from endogamous impact inflation and ensuring its academic influence is based on global recognition.
The rate of publication in discontinued journals presents a moderate deviation, with the University's Z-score at 0.806 compared to a lower national average of -0.024. This indicates a greater sensitivity to this risk factor than its peers. A high proportion of output in such journals is a critical alert regarding due diligence in selecting dissemination channels. This Z-score indicates that a portion of scientific production is being channeled through media that may not meet international ethical or quality standards, exposing the institution to reputational risks and suggesting an urgent need for enhanced information literacy to avoid channeling resources into low-quality practices.
The institution shows low-profile consistency in its authorship practices, with a Z-score for hyper-authored output of -1.146, well within the low-risk national standard (Z-score: -0.721). The complete absence of risk signals in this area aligns with national norms and indicates that the University’s authorship patterns are appropriate for its disciplines. This demonstrates strong governance, ensuring that author lists reflect genuine contributions and avoiding the risk of authorship inflation, thereby maintaining individual accountability and transparency.
A monitoring alert is raised by the significant gap between the impact of the University's total output and that of its own led research (Z-score: 0.139), a risk level that is highly unusual for the national standard, which shows no such risk (Z-score: -0.809). This wide positive gap signals a potential sustainability risk, suggesting that the institution's scientific prestige may be dependent on external partners rather than being structurally generated from within. This finding invites a strategic reflection on whether the University's excellence metrics result from its own internal capacity or from a positioning in collaborations where it does not exercise primary intellectual leadership.
The University demonstrates differentiated management of hyperprolific authorship, with a Z-score of 0.095. Although this represents a medium-risk signal, it is considerably more moderate than the national average (Z-score: 0.425), where this practice is more common. This suggests the institution is effectively moderating a risk that is systemic in its environment. While high productivity can be legitimate, extreme volumes challenge the limits of meaningful intellectual contribution. The University's relative control in this area helps mitigate risks such as coercive authorship or the assignment of credit without real participation, prioritizing the integrity of the scientific record over pure metrics.
A low-profile consistency is observed in the rate of output in institutional journals, with the University's Z-score at -0.268, which is even lower than the already low-risk national average (Z-score: -0.010). The absence of risk signals in this area is aligned with the national standard and demonstrates a healthy publication strategy. By not depending excessively on its own journals, the institution avoids potential conflicts of interest and academic endogamy, ensuring its scientific production undergoes independent external peer review and achieves global visibility rather than being channeled through internal 'fast tracks'.
The institution exhibits total operational silence regarding redundant output, or 'salami slicing,' with a Z-score of -0.818. This performance is exceptionally strong, surpassing even the very low-risk national average (Z-score: -0.515). This complete absence of risk signals indicates a robust culture of publishing complete and significant work. It confirms that the University's researchers prioritize generating substantial new knowledge over artificially inflating productivity by fragmenting studies into minimal publishable units, thereby upholding the integrity of the scientific evidence base.
