| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
0.487 | -0.062 |
|
Retracted Output
|
0.389 | -0.050 |
|
Institutional Self-Citation
|
0.441 | 0.045 |
|
Discontinued Journals Output
|
-0.083 | -0.024 |
|
Hyperauthored Output
|
-1.217 | -0.721 |
|
Leadership Impact Gap
|
-1.001 | -0.809 |
|
Hyperprolific Authors
|
-0.652 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
-0.339 | -0.515 |
Jiangxi University of Science and Technology presents a balanced scientific integrity profile, with an overall score of -0.049 that indicates general alignment with national and international standards, yet highlights specific areas for strategic improvement. The institution demonstrates notable strengths in maintaining low rates of hyper-authorship, ensuring a minimal gap between its overall impact and the impact of its led research, and avoiding over-reliance on institutional journals. These strengths suggest robust internal governance and a focus on genuine intellectual leadership. However, vulnerabilities are evident in the medium-risk indicators for multiple affiliations, retracted output, and institutional self-citation, which require focused attention. According to SCImago Institutions Rankings data, the university's research excellence is particularly concentrated in key thematic areas such as Earth and Planetary Sciences, Environmental Science, and Pharmacology, Toxicology and Pharmaceutics. While the institution's specific mission was not localized for this analysis, the identified risks could challenge universal academic values of excellence and transparency. By proactively addressing these vulnerabilities, the university can safeguard the credibility of its strongest research fields and reinforce its commitment to a sustainable and high-integrity scientific culture.
The institution's Z-score for this indicator is 0.487, while the national average is -0.062. This moderate deviation suggests the university is more sensitive to risk factors in affiliation practices than its national peers. While multiple affiliations can be legitimate, the higher rate here warrants a review to ensure these are not strategic attempts to inflate institutional credit. This pattern could signal an over-reliance on "affiliation shopping" rather than organic collaboration, a practice that could dilute the institution's distinct academic identity if not carefully managed.
With a Z-score of 0.389 compared to the country's -0.050, the institution shows a greater propensity for retracted publications than the national standard. This discrepancy suggests that its quality control mechanisms prior to publication may be less effective than those of its peers. A rate significantly higher than the average alerts to a potential vulnerability in the institution's integrity culture, possibly indicating recurring methodological weaknesses or a lack of rigorous supervision that requires immediate qualitative verification by management to prevent systemic failures.
The university's Z-score of 0.441 is substantially higher than the national average of 0.045, indicating high exposure to this risk factor. Although a certain level of self-citation is normal, this disproportionately high rate signals a potential for concerning scientific isolation. It warns of the risk of creating an 'echo chamber' where the institution's academic influence is inflated by internal dynamics rather than validated by the broader global scientific community, potentially masking a need for greater external scrutiny and engagement.
The institution demonstrates a prudent profile with a Z-score of -0.083, which is lower than the national average of -0.024. This indicates that the university manages its publication processes with more rigor than the national standard. This responsible approach in selecting dissemination channels effectively minimizes exposure to reputational risks associated with predatory or low-quality journals, reflecting a strong commitment to channeling research through credible and internationally recognized media.
With a Z-score of -1.217, the institution shows a near-total absence of risk signals related to hyper-authorship, a figure that is well below the already low national average of -0.721. This low-profile consistency demonstrates that authorship practices are well-calibrated and transparent, aligning with disciplinary norms. This effectively avoids the risks of author list inflation and ensures that credit is assigned in a way that preserves individual accountability and reflects genuine contribution.
The institution's Z-score of -1.001 represents a state of total operational silence in this risk area, performing even better than the strong national average of -0.809. This exceptionally low gap indicates that the university's scientific prestige is not dependent on external partners but is driven by its own structural capacity. The data strongly suggests that its excellence metrics are the result of genuine internal capabilities and intellectual leadership, ensuring a sustainable and autonomous research ecosystem.
The university displays significant institutional resilience, with a Z-score of -0.652 in a national context where this indicator is a moderate concern (country Z-score of 0.425). This suggests that the institution's internal control mechanisms are effectively mitigating the systemic risks of hyperprolificacy seen elsewhere in the country. This prudent management helps maintain a healthy balance between quantity and quality, steering clear of dynamics like coercive authorship or metric-driven publication strategies that can compromise the integrity of the scientific record.
The institution's Z-score of -0.268 is well within the very low-risk range and aligns with the national standard (country Z-score of -0.010), demonstrating a clear commitment to external validation. This low-profile consistency shows that the university avoids potential conflicts of interest by not over-relying on its in-house journals. This practice promotes global visibility and ensures that its scientific production undergoes independent external peer review, bypassing the risks of academic endogamy and the use of internal channels as 'fast tracks' for publication.
A slight divergence is observed in this indicator, with the institution showing a Z-score of -0.339 while the national environment is almost inert with a score of -0.515. This suggests the center is beginning to show low-level signals of risk activity that are not apparent in the rest of the country. While the risk is not high, this value alerts to the potential for practices like 'salami slicing,' where studies are fragmented to inflate productivity. This warrants monitoring to ensure that research contributions remain significant and do not overburden the review system with minimally publishable units.