| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
2.195 | -0.062 |
|
Retracted Output
|
5.968 | -0.050 |
|
Institutional Self-Citation
|
-1.546 | 0.045 |
|
Discontinued Journals Output
|
2.465 | -0.024 |
|
Hyperauthored Output
|
-1.319 | -0.721 |
|
Leadership Impact Gap
|
-0.142 | -0.809 |
|
Hyperprolific Authors
|
-0.301 | 0.425 |
|
Institutional Journal Output
|
-0.268 | -0.010 |
|
Redundant Output
|
0.513 | -0.515 |
Nanchang Institute of Science and Technology presents a complex scientific integrity profile, with an overall risk score of 2.321 that reflects a clear dichotomy between areas of robust governance and significant vulnerabilities. The institution demonstrates notable strengths in maintaining low rates of Institutional Self-Citation, Hyper-Authored Output, and Output in Institutional Journals, indicating a healthy integration with the global research community and strong authorship standards. These positive aspects support the high-quality research demonstrated by its SCImago Institutions Rankings in key thematic areas such as Energy, Engineering, Computer Science, Environmental Science, and Mathematics. However, these achievements are contrasted by critical alerts, most notably a "Significant" risk level in Retracted Output and "Medium" risks in Multiple Affiliations, Output in Discontinued Journals, and Redundant Output. As the institution's mission statement was not available for this analysis, it is crucial to note that such integrity risks inherently conflict with the universal academic goals of excellence and social responsibility. The high rate of retractions and questionable publication practices directly threaten the credibility of its scientific contributions and could undermine its reputational standing. The institution is advised to leverage its demonstrated strengths in governance to implement targeted quality control and educational initiatives, thereby safeguarding its valuable research assets and ensuring its scientific output is both impactful and unimpeachable.
The institution exhibits a Z-score of 2.195, indicating a moderate deviation from the national standard, which has a Z-score of -0.062. This suggests the center is more sensitive to risk factors related to affiliation practices than its national peers. While multiple affiliations can be legitimate, this heightened rate warrants a review. The data points to a potential strategic use of affiliations to inflate institutional credit or "affiliation shopping," a practice that appears more pronounced here than in the broader national context and could distort the institution's perceived collaborative footprint.
With a Z-score of 5.968, the institution displays a severe discrepancy compared to the national average of -0.050. This risk activity is highly atypical and signals a critical vulnerability. Retractions are complex, but a rate so significantly above the national and global average suggests that pre-publication quality control mechanisms may be failing systemically. This is not merely about correcting honest errors; it points to a potential weakness in the institution's integrity culture, indicating possible recurring malpractice or a lack of methodological rigor that requires an immediate and deep integrity assessment by management to protect its scientific reputation.
The institution demonstrates exceptional performance with a Z-score of -1.546, positioning it in a state of preventive isolation from the national trend, where the average Z-score is 0.045. This result indicates that the institution successfully avoids the risk dynamics observed in its environment. A certain level of self-citation is natural, but this very low rate confirms that the institution's work is validated by external scrutiny, not through internal 'echo chambers.' This is a strong indicator of healthy integration into the global scientific community and an absence of endogamous impact inflation.
The institution's Z-score of 2.465 reflects a moderate deviation from the national average of -0.024, showing a greater sensitivity to this risk factor than its peers. This high proportion of publications in discontinued journals constitutes a critical alert regarding due diligence in selecting dissemination channels. It indicates that a significant portion of its scientific production is being channeled through media that may not meet international ethical or quality standards. This practice exposes the institution to severe reputational risks and suggests an urgent need for improved information literacy to avoid channeling resources into 'predatory' or low-quality venues.
With a Z-score of -1.319, the institution shows an absence of risk signals that aligns perfectly with the national standard (Z-score of -0.721), demonstrating low-profile consistency. This indicates that authorship practices are well-managed and transparent, avoiding the risk of author list inflation. This positive signal suggests that, within the institution, authorship is likely assigned based on genuine contribution, reinforcing individual accountability and distinguishing its collaborative practices as legitimate and well-governed.
The institution presents a Z-score of -0.142, a slight divergence from the national context, which has a Z-score of -0.809. This indicates the emergence of a minor risk signal that is not apparent in the rest of the country. While the gap is small, it suggests a potential early-stage dependency on external partners for achieving impact. This metric invites a strategic reflection on whether the institution's scientific prestige is being built on its own structural capacity for intellectual leadership or if it relies on collaborations where it does not lead, a factor to monitor for long-term sustainability.
The institution's Z-score of -0.301 demonstrates institutional resilience when compared to the national average of 0.425. This suggests that its internal control mechanisms are effectively mitigating the systemic risks of hyperprolificacy that are more prevalent in the country. By maintaining a low rate, the institution avoids potential imbalances between quantity and quality, signaling a culture that discourages practices like coercive or honorary authorship and prioritizes the integrity of the scientific record over inflated productivity metrics.
With a Z-score of -0.268, the institution shows an absence of risk signals that is consistent with, and even slightly better than, the national standard (Z-score of -0.010). This low-profile consistency indicates a commendable commitment to external validation. By avoiding excessive dependence on its own journals, the institution mitigates potential conflicts of interest and the risk of academic endogamy. This practice ensures its scientific production undergoes independent peer review, thereby enhancing its global visibility and credibility.
A monitoring alert is triggered by the institution's Z-score of 0.513, an unusual risk level when compared to the national standard of -0.515. This stark contrast requires a review of its causes. Such a high value for bibliographic overlap suggests a potential practice of fragmenting data into 'salami slices' to artificially inflate publication counts. This practice not only distorts the scientific evidence but also overburdens the peer-review system, indicating a possible focus on volume over the generation of significant new knowledge, a trend that is not representative of the national context.
