| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
1.268 | -0.062 |
|
Retracted Output
|
0.314 | -0.050 |
|
Institutional Self-Citation
|
-1.019 | 0.045 |
|
Discontinued Journals Output
|
0.142 | -0.024 |
|
Hyperauthored Output
|
-0.993 | -0.721 |
|
Leadership Impact Gap
|
-0.468 | -0.809 |
|
Hyperprolific Authors
|
-0.755 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
0.073 | -0.515 |
Jianghan University presents a scientific integrity profile characterized by notable strengths and specific areas requiring strategic attention. With a global risk score of 0.027, the institution demonstrates a generally robust operational framework, excelling in areas of internal control such as maintaining a very low rate of institutional self-citation and effectively mitigating the risks of hyperprolific authorship, where it outperforms national trends. These strengths are foundational to its academic reputation, particularly in its most competitive research areas, which, according to SCImago Institutions Rankings data, include Environmental Science, Biochemistry, Genetics and Molecular Biology, and Agricultural and Biological Sciences. However, a cluster of medium-risk indicators—notably a high rate of redundant output that significantly deviates from the national norm, alongside elevated rates of multiple affiliations, retractions, and publications in discontinued journals—presents a challenge. These vulnerabilities could subtly undermine the university's core mission of achieving academic excellence and contributing responsibly to society, as they risk prioritizing publication volume over substantive impact. To secure its long-term strategic vision, the university is encouraged to leverage its clear governance strengths to proactively address these specific risk signals, thereby ensuring its research practices are fully aligned with the highest standards of scientific integrity.
The institution registers a Z-score of 1.268, which contrasts with the national average of -0.062. This moderate deviation indicates that the university shows a greater sensitivity to this risk factor than its national peers. While multiple affiliations can be a legitimate outcome of collaboration, a disproportionately high rate can signal strategic attempts to inflate institutional credit or "affiliation shopping." The university's divergence from the national standard suggests a need to review its affiliation patterns to ensure they reflect genuine scientific partnerships rather than practices aimed at artificially enhancing institutional metrics.
With a Z-score of 0.314 compared to the country's -0.050, the institution displays a moderate deviation from the national benchmark. This suggests a greater susceptibility to the factors leading to retractions. A rate significantly higher than the average can alert to a vulnerability in the institution's integrity culture, suggesting that quality control mechanisms prior to publication may be failing more often than in peer institutions. This signal warrants a qualitative verification by management to understand the root causes and reinforce methodological rigor to prevent recurring malpractice.
The institution demonstrates a Z-score of -1.019, a figure significantly lower than the national average of 0.045. This result indicates a form of preventive isolation, where the university successfully avoids the risk dynamics observed more broadly in its environment. A low rate of self-citation is a positive indicator, suggesting the institution's work is validated by the wider scientific community rather than within an internal 'echo chamber.' This performance signals robust external engagement and helps prevent the endogamous inflation of academic impact, confirming that the institution's influence is built on global recognition.
The university's Z-score of 0.142 marks a moderate deviation from the national average of -0.024, indicating a greater institutional exposure to this risk. Publishing in journals that are later discontinued constitutes a critical alert regarding the due diligence applied in selecting dissemination channels. The institution's higher-than-average score indicates that a portion of its scientific output is channeled through media that may not meet international ethical or quality standards. This exposes the university to severe reputational risks and suggests an urgent need to enhance information literacy among its researchers to avoid wasting resources on predatory or low-quality venues.
The institution's Z-score of -0.993 is slightly lower than the national average of -0.721. This prudent profile suggests that the university manages its authorship processes with more rigor than the national standard. By maintaining a low rate of hyper-authored publications outside of "Big Science" contexts, the institution effectively avoids the risks of author list inflation, which can dilute individual accountability and transparency. This indicates a healthy approach to crediting contributions and distinguishes legitimate large-scale collaborations from potentially problematic authorship practices.
The institution shows a Z-score of -0.468, while the national context is marked by a score of -0.809. This slight divergence indicates that the university is beginning to show signals of a risk that is largely absent at the national level. A positive gap, even if small, can signal a growing dependency on external partners for achieving scientific impact. This value invites strategic reflection on whether the institution's excellence metrics are a result of its own structural capacity and intellectual leadership or are becoming increasingly reliant on its positioning within collaborations where it does not lead.
With a Z-score of -0.755, the institution stands in contrast to the national average of 0.425. This demonstrates significant institutional resilience, as internal control mechanisms appear to be successfully mitigating systemic risks present in the country. By maintaining a low incidence of hyperprolific authors, the university effectively avoids potential imbalances between quantity and quality. This control helps prevent risks such as coercive authorship or the assignment of credit without real participation, thereby protecting the integrity of its scientific record by prioritizing substantive contributions over sheer volume.
The institution's Z-score of -0.268 is well below the national average of -0.010. This reflects a low-profile consistency, where the complete absence of risk signals not only aligns with but improves upon the national standard. This very low rate is a positive sign, indicating that the university avoids potential conflicts of interest and academic endogamy by not relying on its own journals for dissemination. This practice ensures that its scientific production consistently undergoes independent external peer review, enhancing its global visibility and validating its research through standard competitive channels.
The institution's Z-score of 0.073 presents a monitoring alert, as it is an unusually high risk level when compared to the national standard of -0.515. This significant discrepancy requires a careful review of its causes. A high value in this indicator warns of the potential practice of dividing coherent studies into 'minimal publishable units' to artificially inflate productivity metrics. This dynamic, known as 'salami slicing,' can distort the available scientific evidence and overburden the peer-review system. It is crucial to investigate whether this pattern reflects a systemic pressure to prioritize publication volume over the generation of significant new knowledge.
